US20190057339A1 - Method and system for determining states of tasks based on activities associated with the tasks over a predetermined period of time - Google Patents
Method and system for determining states of tasks based on activities associated with the tasks over a predetermined period of time Download PDFInfo
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- US20190057339A1 US20190057339A1 US15/679,018 US201715679018A US2019057339A1 US 20190057339 A1 US20190057339 A1 US 20190057339A1 US 201715679018 A US201715679018 A US 201715679018A US 2019057339 A1 US2019057339 A1 US 2019057339A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
- G06Q10/063114—Status monitoring or status determination for a person or group
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/335—Filtering based on additional data, e.g. user or group profiles
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- G06F17/30286—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/54—Interprogram communication
- G06F9/546—Message passing systems or structures, e.g. queues
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06313—Resource planning in a project environment
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/04—Real-time or near real-time messaging, e.g. instant messaging [IM]
Definitions
- Embodiments of the present invention relate generally to task management. More particularly, embodiments of the invention relate to categorizing and determining states of tasks based on activities of the tasks over a period of time.
- a project manager managing a team of team members is constantly striving to be aware of the progress in each of the projects managed by his team to be able to guide to work effectively and efficiently.
- FIGS. 1A and 1B are block diagrams illustrating a network configuration according to certain embodiments of the invention.
- FIG. 2 is a block diagram illustrating an example of a project management system according to one embodiment of the invention.
- FIG. 3 is a block diagram illustrating an architecture of projects according to one embodiment of the invention.
- FIG. 4 is a block diagram illustrating an example of a data structure representing a user database according to one embodiment.
- FIG. 5 is a flow diagram illustrating a process of determining status of projects according to one embodiment.
- FIG. 6 is a flow diagram illustrating a process of identifying projects associated with a user according to one embodiment.
- FIG. 7 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to one embodiment.
- FIG. 8 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to another embodiment.
- FIG. 9 is a block diagram illustrating a data processing system according to one embodiment.
- a project management platform is utilized to automatically generate and deliver insightful messages to the users who are most interested in the status or state of tasks to take further actions. By doing so, project managers and their team members can be alerted about the status of the projects early.
- the direct integration of such insights into an IM platform instantly allows users to take direct actions on those tasks.
- a significant technical advantage is to tap into multiple different sources of information (e.g., an email system, calendar system, IM system, task database system), to find the most relevant insights of the tasks to share amongst the relevant people, and to leverage a high-engagement platform as a vehicle for delivering the insights.
- the system is able to automatically detect characteristics of each task being worked on and to detect abnormal status or state of the task early based on the information obtained from different sources. As a result, an action can be taken to ensure the task is on track to be completed before it is too late.
- a task database system associated with the user is queried to identify a list of one or more tasks that are associated with the user (e.g., an owner of the task, a manager of a user who is an owner of the task).
- an email system associated with the user is queried to obtain one or more emails and calendar events associated with the task.
- An IM system associated with the user is queried to obtain IM messages of an IM channel of which the user is a member.
- the IM channel has been specifically created to exchange messages concerning the task amongst the members of the IM channel.
- the task is then determined whether it satisfies a predetermined condition or state (e.g., at risk of failure to complete, finish, or close) in view of emails, calendar events, and IM messages associated with the task based on a set of state determination rules. If the task is determined to satisfy the predetermined state, a notification message is transmitted to a preconfigured destination (e.g., task owner, manager of task owner or team members).
- a preconfigured destination e.g., task owner, manager of task owner or team members.
- a period of time e.g., number of days
- a period of time since the last message was posted in an IM channel of the task is greater than a second predetermined threshold.
- the task expects to be completed within a predetermined period of time (e.g., current fiscal quarter or year).
- a predetermined period of time e.g., current fiscal quarter or year
- a third predetermined threshold e.g., current fiscal quarter or year
- the task may be considered or categorized as satisfying a predetermined condition or a predetermined state, for example, as an inactive task, which may be at risk of failure to complete. As a result, an action may be taken.
- a task reaches a predetermined state or condition (e.g., inactive project) if all of the above conditions are met.
- a task based on the emails, calendar event, and IM messages, it is determined whether there was a meeting associated with the task conducted in a past predetermined period of time. It is further determined whether a period of time since the last meeting of the task was conducted exceeds a first predetermined threshold. It is further determined whether there is no meeting scheduled in a future predetermined period of time. It is further determined whether a period of time since the last time the project satisfied the predetermined state is greater than a second predetermined threshold. If any one or more of the above conditions are met, the task may be considered or categorized as satisfying a predetermined condition, for example, as lack of future meetings, which may be at risk of failure to complete. As a result, a meeting may be scheduled to follow up. In one embodiment, a task reaches a predetermined state or condition (e.g., lack of future meetings) if all of the above conditions are met.
- a predetermined state or condition e.g., lack of future meetings
- a project is utilized as an example of a task performed by a user of a group of users.
- a task manager can also be referred to as a project manager, and the terms of “task manager” and “project manager” are interchangeable terms for illustration purpose throughout the entire application.
- a customer relationship management or CRM system is utilized as an example of a task database system, and the terms of “task database system” and “CRM system” are interchangeable terms for illustration purpose throughout the entire application.
- FIG. 1A is a block diagram illustrating a network configuration according to one embodiment of the invention.
- system 100 includes, but is not limited to, one or more client systems 101 - 102 communicatively coupled to servers 104 - 105 over network 103 .
- Clients 101 - 102 may be any type of clients such as a host or server, a personal computer (e.g., desktops, laptops, and tablets), a “thin” client, a personal digital assistant (PDA), a Web enabled appliance, or a mobile phone (e.g., Smartphone), etc.
- Network 103 may be any type of networks such as a local area network (LAN), a wide area network (WAN) such as the Internet, or a combination thereof, wired or wireless.
- Servers 104 - 105 can be any kinds of servers or a cluster of servers, such as, for example, Web servers, application servers, cloud servers, backend servers, etc.
- Task database system/server 105 provides task data services to a variety of clients, which may be periodically or constantly accessed and updated by the clients for managing their task management data or other project management data.
- An example of task database system 105 is a CRM system that provides CRM data services.
- Task or CRM data includes any kinds of customer relationship management data, such as, for example, projects, tasks, deals, contracts, etc.
- the CRM services may be provided by a variety of CRM vendors, such as, for example Salesforce.com, SAP AG, Oracle, and Microsoft.
- CRM is a term that refers to practices, strategies and technologies that companies use to manage and analyze customer interactions and data throughout the customer lifecycle, with the goal of improving business relationships with customers, assisting in customer retention and driving sales growth.
- CRM systems are designed to compile information on customers across different channels or points of contact between the customer and the company, which could include the company's website, telephone, live chat, direct mail, marketing materials and social media.
- data analytics system or sever 104 (also referred to as a project management system or server) provides task/project management and/or data analytics services to clients 101 - 102 based on CRM data provided by CRM system 105 as a data source.
- CRM system 105 provides CRM data provided by CRM system 105 as a data source.
- project management system 104 may be implemented as a multi-tenancy system that can access multiple CRM systems concurrently over network 103 .
- a user of client device 101 may be associated with a first organization as a first corporate client to project management system 104
- a user of client device 102 may be associated with a second organization as a second corporate client to project management system 104 .
- the first and second organizations may employ different ones of CRM systems 105 .
- a CRM system is utilized as an example of data sources, however, other types of data sources or systems can also be applied.
- project management system 104 includes, but it is not limited to, task manager 110 (also referred to as a project manager), email manager 115 , channel manager 120 , and data store 130 .
- the project management system 104 may further include a user interface (not shown), which can be any kind of user interface (e.g., Web, graphical user interface or GUI, or command line interface or CLI) that allows users of client devices 101 - 102 to access the services provided by project management system 104 .
- a service may include automatically identifying a project that satisfies a predetermined condition (e.g., inactive, lack of future meetings), which may require an attention or action to follow through.
- a project may be identified based on information obtained from a variety of data sources, such as, for example, emails, calendar events, IM messages, and CRM systems.
- a project can be any kind of projects such as a sales project (also referred to as an opportunity).
- Data store 130 stores or caches CRM data of a variety of projects, which may be periodically updated from the corresponding data source(s) or data provider(s), in this example, CRM system(s) 105 .
- task manager 110 and/or channel manager 120 may directly access CRM system(s) 105 to query and retrieve the CRM data.
- Data stored in data store 130 can be maintained in a variety of data structures, such as tables or databases.
- Task manager 110 and/or channel manager 120 can access data store 130 via a variety of application programming interfaces (APIs), database queries, or other suitable communication protocols (e.g., structured query language or SQL).
- APIs application programming interfaces
- database queries e.g., database queries, or other suitable communication protocols (e.g., structured query language or SQL).
- task manager 110 is configured to communicate and interact with task database system 105 (e.g., a customer relationship management or CRM system) to obtain task information of tasks maintained in task database system 105 .
- Task manager 110 can communicate with task database system 105 via an application programming interface (API) and/or using a communication protocol.
- API application programming interface
- task manager 110 can communicate with task database system 105 to retrieve a list of tasks that are associated with the user.
- a user can be an owner of a task, a team member of a team managing the task, or a manager of owners or teams of tasks.
- task manager 110 can also obtain properties or attributes of the task from task database system 105 as a part of task information.
- Task manager 110 is configured to communicate with task database system(s) 105 using a variety of APIs or protocols compatible with task database system(s) 105 .
- email manager 115 is configured to communicate with email system 106 to identify and obtain a list of emails and/or calendar events associated with the user and the project.
- Email manager 115 can search via an API based on a user ID of the user (e.g., an email address associated with a sender or recipient of emails, a participant of meetings) and project keywords (e.g., subject or title field) of the project to identify the relevant emails and calendar events.
- a user ID of the user e.g., an email address associated with a sender or recipient of emails, a participant of meetings
- project keywords e.g., subject or title field
- an IM channel (e.g., IM group chat) is created to allow users associated with the project to exchange messages concerning development of the project with each other.
- Channel manager 120 is configured to communicate with IM system 107 via an API to retrieve IM messages of a particular IM channel of a particular project.
- Channel manager 120 can further derive IM channel statistics of the IM channel based on the IM messages obtained from IM system 107 .
- Project manager 110 , email manager 115 , and channel manager 120 are tapping into multiple different sources (e.g., CRM systems 105 , email servers 106 , and communication systems 107 ) of information to find the most relevant projects that need an attention or action from the user or other people.
- sources e.g., CRM systems 105 , email servers 106 , and communication systems 107
- it can be determined whether a particular project satisfies a predetermined condition, such as, for example, whether the project is at risk of failure to complete.
- a risk detector (not shown) can detect that a project is inactive or lacks of future meetings.
- data store 130 is maintained by project management system 104
- data store 130 can be maintained in a dedicated data server that is a separate server from project management server 104 as shown in FIG. 1B .
- project management server 104 A and data server 104 B are implemented as separate servers, which may be operated by the same or different organizations or entities.
- Data store 130 is now maintained by data server 104 B.
- Data server 104 B further includes data collector 135 configured to periodically or constantly collect or update CRM data from data sources 105 .
- Project management server 104 A communicates with data server 104 B using a variety of communication protocols to access task data stored in data store 130 .
- FIG. 2 is a block diagram illustrating an example of a project management system according to one embodiment of the invention.
- System 200 may be implemented as part of project management system or server 104 .
- system 200 includes project manager 110 , email manager 115 , channel manager 120 , user manager 211 , and task state determination module 212 (also referred to as a risk detector).
- These components or modules can be implemented in software, hardware, or a combination thereof. Some of these components or modules may be integrated into fewer integrated components or modules.
- these components or modules can be loaded in memory 201 (e.g., volatile memory such as random access memory or RAM) and executed by one or more processors 202 (e.g., microprocessors, central processing units or CPUs).
- Data store 130 is stored in persistent storage device 203 , such as a hard disk, which may be maintained locally or remotely over a network. At least a portion of data stored in data store 130 may be cached in memory 201 .
- project manager 110 is configured to communicate and interact with CRM system 105 to obtain project information of projects maintained in CRM system 105 .
- Project manager 110 can communicate with CRM system 105 via an application programming interface (API) and/or using a communication protocol.
- API application programming interface
- Project manager 110 can communicate with CRM system 105 to retrieve a list of projects that are associated with the user.
- the user can be an owner of a project, a team member of a team managing the project, or a manager of owners or teams of projects.
- project manager 110 can also obtain properties or attributes of the project from CRM system 105 as a part of project information.
- Project manager 110 is configured to communicate with CRM system(s) 105 using a variety of APIs or protocols compatible with CRM system(s) 105 .
- email manager 115 is configured to communicate with email system 106 to identify and obtain a list of emails and/or calendar events associated with the user and the project.
- Email manager 115 can search via an API based on a user ID of the user (e.g., as a sender or recipient of emails, a participant of meetings) and project keywords (e.g., subject or title field) of the project to identify the relevant emails and calendar events.
- an IM channel (e.g., IM group chat) is created to allow users associated with the project to exchange messages concerning the project from each other.
- Channel manager 120 is configured to communicate with IM system 107 via an API to retrieve IM messages of a particular IM channel of a particular project.
- Channel manager 120 can further derive IM channel statistics of the IM channel based on the IM messages obtained from IM system 107 .
- the user In order to search and find a project that is associated with a user, the user has to register its user identifier (ID), IM address(es), email address(es), and a CRM system associated with the user.
- the user can register or configure such information via a configuration interface hosted by system 200 (not shown) and the registration information can be stored and maintained in user database 220 .
- An example of user database 220 is shown in FIG. 4 according to one embodiment.
- the registered IM and email addresses can be utilized to communicate with the user, such as, for example, for notification of projects at risk.
- User database 220 may further store user login credentials (e.g., usernames, passwords) of users to allow the system to automatically log into the email/calendar systems, the IM systems, and the CRM systems on behalf of the users to obtain necessary project information, IM channel information, and email/calendar event information, without user intervention of the users.
- user login credentials e.g., usernames, passwords
- a user can be associated with one or more projects and each project is associated with a communication channel to allow members of the communication channel to discuss the corresponding project as shown in FIG. 3 .
- user 301 may be associated with one or more projects 302 A- 302 C.
- user 301 may be an individual sales or customer representative working on projects 302 A- 302 C concurrently.
- user 301 may be a manager or group leader of a team or group of individual users working on projects 302 A- 302 C.
- Each of projects 302 A- 302 C may be associated with the same or different enterprise clients (e.g., corporate clients).
- Each of projects 302 A- 302 C is associated with a communication channel such as communication channels 303 A- 303 C respectively.
- Each of channels 303 A- 303 C can have one or more members such as members 304 A- 304 C.
- a user can be automatically added to any of communication channels 303 A- 303 C and can also be automatically removed from any of communication channels 303 A- 303 C under certain circumstances.
- user manager 211 determines a list of users that have registered with the system based on information obtained from user database 220 . For each of the identified users, project manager 110 queries CRM system 105 obtain a list of projects that are associated with the user.
- CRM system 105 may be a CRM system associated with or utilized by an Enterprise client that the user is working with as a customer representative or sales representative.
- project manager 110 when project manager 110 queries CRM system 105 , it sends a query request to CRM system 105 , where the query request includes certain parameters to specify the user and an attribute having a particular attribute value.
- CRM system 105 searches based on the query request to identify and retrieve the list of projects that satisfy the query request.
- project manager 110 may perform filtering of projects to identify the subset of projects that are associated with a particular user.
- channel manager 120 identifies an IM channel that has been created specifically for the project.
- Channel manager 120 or project manager 110 may maintain a mapping table having a number of mapping entries (not shown). Each mapping entry maps a project ID identifying a project to an IM channel ID identifying an IM channel.
- the IM channel ID may be stored as a part of project attributes of a project stored in CRM system 105 .
- a project ID of the project may be stored as a part of channel attributes maintained in IM system 107 .
- Channel manager 120 communicates with IM system 107 to determine whether a particular user is a member of the IM channel of the project.
- the project is considered to be associated with or relevant to the user.
- an IM system is utilized as an example of a communication system.
- Other types of communication mechanisms e.g., social network community may also be applied.
- channel manager 120 queries IM system 107 to search and find all the IM channels of which the user is a member.
- Channel manager 120 also retrieves channel information of each IM channel including, but is not limited to, all members of the IM channel and the recent activities of the IM channel.
- channel manager 120 may determine the date of the last message posted by a member of the channel, a period of time (e.g., a number of days) since the last message was posted by a member, the last time a risk of a project associated with the IM channel was identified and notified, a period of time (e.g., a number of days) since the last risk of the associated project was identified and notified, and/or whether there are any members in the channel other than the owner of the associated project.
- An owner of a project refers to a lead person or project leader in charge with the development of project, while a team member is someone who works on the project under the leadership or supervision of the owner.
- project manager 110 accesses CRM system 105 to search and identify a project associated with the IM channel and the user. For example, if the user is an owner of a project, that project will be considered to be associated with the user. If the user is the earliest member of an IM channel and is still active, and the owner of a project is not a member of the IM channel, the project will be considered to be associated with the user. In other words, if the user is not the earliest member added to the IM channel and the owner of the project is not a member of the IM channel, that particular project is considered as relevant to the that earliest member of the IM channel.
- the earliest member of an IM channel refers to the earliest overall member that was chronologically added to the IM channel and he/she is still a member to remain active.
- this process is repeatedly performed for each of the users that have registered with the system. If the current user is not the earliest member added to the IM channel and the user is not an owner of the corresponding project, the corresponding project will not be selected to be associated with the current user. However, in another iteration of the process performed for the earliest member of the IM channel, the project may be selected to be associated with that particular earliest member. This project identifying process ensures that the same project is not scanned and selected twice.
- project manager 110 retrieves certain project information of a project from CRM system 105 .
- some of the project information may be determined dynamically in real-time. For example, a period of time since the last meeting was conducted may be determined in real-time based on the time stamp of the corresponding calendar event and the current system time.
- the project information of a project includes, but is not limited to, a complete date of the project, a period of time (e.g., a number of days) to the complete date, whether the project is expected to be completed in a future predetermined period of time (e.g., current fiscal month, quarter, or year), the date of the project was last updated, and/or a period of time (e.g., days) since the last update.
- email manager 115 is configured to access email server 106 to obtain a list of emails and calendar events that are associated with the project and the user.
- Email manager 115 may search emails and calendar events based on a user ID of the user (e.g., an email address as a sender or a recipient) and one or more keywords of the project (e.g., title, subject field).
- email manager 115 retrieves and determines certain email/calendar information concerning the project.
- task state determination module 212 is configure to detect whether a particular project is at risk of failure to complete, for example, due to lack of activities or progress.
- the task state determination module 212 may determine whether a project is at risk by satisfying a predetermined condition based on the project information, channel information, and email/calendar information according a set of risk determining rules 215 .
- Rules 215 may be user configurable based on the specific requirements of enterprise entities. Each enterprise client may have a different set of rules governing whether a particular project is at risk.
- a notification may be sent to a preconfigured destination (e.g., owner of the project, a manager).
- a preconfigured destination e.g., owner of the project, a manager.
- Any user can be a member of one or more channels of one or more projects. Thus, any user may receive more than one notification identifying one or more projects at risk.
- These projects at risk can be grouped by type and a single message may be generated with a list of projects at risk.
- the messages can be sent to a user via user's private communication channel (e.g., IM, email), corporate channel, etc.
- FIG. 5 is a flow diagram illustrating a process of determining status of projects according to one embodiment.
- Process 500 may be performed by processing logic which may include software, hardware, or a combination thereof.
- processing logic may be performed by system 200 of FIG. 2 .
- processing logic identifies a list of one or more users who have registered their CRM systems (e.g., task database), email addresses, and IM systems. Such registration information may be stored in user database 220 .
- processing logic identifies a list of one or more projects or tasks that are associated with the user. For example, if a project whose IM channel includes the user as a member, the project is considered to be associated with the user.
- processing logic determine whether the project satisfies a predetermined condition or state (e.g., at risk as of inactive or lack of future meetings) based on the project information obtained from a CRM system, email/calendar information obtained from an email server, and channel information obtained from an IM system, using a set of rules such as task state determination rules 215 .
- processing logic transmits a notification to a preconfigured destination.
- FIG. 6 is a flow diagram illustrating a process of identifying projects associated with a user according to one embodiment.
- Process 600 may be performed as a part of operation 502 of FIG. 2 .
- processing logic queries an IM system associated with a project/task or a user to identify an IM channel of which the user is a member and obtain channel information of the IM channel (e.g., activities).
- processing logic queries a CRM system to identify one or more projects and obtain project information of the projects.
- a project/task is selected from the identified projects if the user is an owner of the selected project.
- a project/task is selected from the identified projects if the first member of a corresponding IM channel is still active and an owner of the selected project is not a member of the IM channel.
- the first member of an IM channel refers to the first overall member added to the IM channel.
- FIG. 7 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to one embodiment.
- Process 700 may be performed as a part of operation 503 of FIG. 5 according to a set of risk determining rules 215 .
- processing logic determines whether a period of time (e.g., number of days) since the last time the project was updated is greater than a first predetermined threshold. Whether a project/task has been updated can be determined based on project information obtained from CRM system 105 .
- processing logic determines whether a period of time (e.g., number of days) since the last message was posted in an IM channel associated with the project/task is greater than a second predetermined threshold. Such a determination can be performed based on the IM channel information obtained from the IM system.
- a period of time e.g., number of days
- processing logic determines whether the project/task is expected to be completed in a predetermined period of time (e.g., current month, quarter, or year).
- processing logic determines whether a period of time (e.g., number of days) since the last time the project/task satisfied a predetermined condition/state (e.g., categorized as at risk) is greater than a third predetermined threshold.
- processing logic optionally determines whether the IM channel associated with the project/task includes a member other than an owner of the project.
- FIG. 8 is a flow diagram illustrating a process of determining whether a project/task satisfies a condition according to another embodiment.
- Process 800 may be performed as a part of operation 503 of FIG. 5 according to a set of state/risk determining rules 215 .
- processing logic determines whether there was any meeting scheduled and conducted in a past predetermined period of time.
- processing logic determines whether a period of time (e.g., number of days) since the last meeting was conducted is greater than a first predetermined threshold.
- processing logic determines whether there is no meeting that has been scheduled in a future predetermined period of time.
- processing logic determines whether a period of time (e.g., number of days) since the last time the project was considered at risk by satisfying a predetermined condition/state is greater than a second predetermined threshold.
- a period of time e.g., number of days
- the project/task may be considered at risk as of lack of future meetings. In one embodiment, only if all of the conditions set forth in operations 801 - 804 are satisfied, the corresponding project/task is considered at risk. A new follow-up meeting may be needed soon.
- the above processes may be automatically and periodically performed (e.g., a thread executed in the background or as a maintenance routine in the system) for each of the users in the system, for example, without user intervention of the users.
- the above predetermined thresholds may be the same or different dependent upon the specific configurations required by the enterprise clients.
- some or all of the components as shown and described above may be implemented in software, hardware, or a combination thereof.
- such components can be implemented as software installed and stored in a persistent storage device, which can be loaded and executed in a memory by a processor (not shown) to carry out the processes or operations described throughout this application.
- such components can be implemented as executable code programmed or embedded into dedicated hardware such as an integrated circuit (e.g., an application specific IC or ASIC), a digital signal processor (DSP), or a field programmable gate array (FPGA), which can be accessed via a corresponding driver and/or operating system from an application.
- an integrated circuit e.g., an application specific IC or ASIC
- DSP digital signal processor
- FPGA field programmable gate array
- Such components can be implemented as specific hardware logic in a processor or processor core as part of an instruction set accessible by a software component via one or more specific instructions.
- FIG. 9 is a block diagram illustrating an example of a data processing system which may be used with one embodiment of the invention.
- system 1500 may represent any of data processing systems described above performing any of the processes or methods described above, such as, for example, a client device or a server described above, such as, for example, clients 101 - 102 and servers 104 - 107 of FIGS. 1A-1B , as described above.
- System 1500 can include many different components. These components can be implemented as integrated circuits (ICs), portions thereof, discrete electronic devices, or other modules adapted to a circuit board such as a motherboard or add-in card of the computer system, or as components otherwise incorporated within a chassis of the computer system.
- ICs integrated circuits
- portions thereof discrete electronic devices
- modules adapted to a circuit board such as a motherboard or add-in card of the computer system, or as components otherwise incorporated within a chassis of the computer system.
- System 1500 is intended to show a high level view of many components of the computer system. However, it is to be understood that additional components may be present in certain implementations and furthermore, different arrangement of the components shown may occur in other implementations.
- System 1500 may represent a desktop, a laptop, a tablet, a server, a mobile phone, a media player, a personal digital assistant (PDA), a Smartwatch, a personal communicator, a gaming device, a network router or hub, a wireless access point (AP) or repeater, a set-top box, or a combination thereof.
- PDA personal digital assistant
- AP wireless access point
- system 1500 shall also be taken to include any collection of machines or systems that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methodologies discussed herein.
- system 1500 includes processor 1501 , memory 1503 , and devices 1505 - 1508 via a bus or an interconnect 1510 .
- Processor 1501 may represent a single processor or multiple processors with a single processor core or multiple processor cores included therein.
- Processor 1501 may represent one or more general-purpose processors such as a microprocessor, a central processing unit (CPU), or the like. More particularly, processor 1501 may be a complex instruction set computing (CISC) microprocessor, reduced instruction set computing (RISC) microprocessor, very long instruction word (VLIW) microprocessor, or processor implementing other instruction sets, or processors implementing a combination of instruction sets.
- CISC complex instruction set computing
- RISC reduced instruction set computing
- VLIW very long instruction word
- Processor 1501 may also be one or more special-purpose processors such as an application specific integrated circuit (ASIC), a cellular or baseband processor, a field programmable gate array (FPGA), a digital signal processor (DSP), a network processor, a graphics processor, a network processor, a communications processor, a cryptographic processor, a co-processor, an embedded processor, or any other type of logic capable of processing instructions.
- ASIC application specific integrated circuit
- FPGA field programmable gate array
- DSP digital signal processor
- network processor a graphics processor
- network processor a communications processor
- cryptographic processor a co-processor
- co-processor a co-processor
- embedded processor or any other type of logic capable of processing instructions.
- Processor 1501 which may be a low power multi-core processor socket such as an ultra-low voltage processor, may act as a main processing unit and central hub for communication with the various components of the system. Such processor can be implemented as a system on chip (SoC). Processor 1501 is configured to execute instructions for performing the operations and steps discussed herein.
- System 1500 may further include a graphics interface that communicates with optional graphics subsystem 1504 , which may include a display controller, a graphics processor, and/or a display device.
- graphics subsystem 1504 may include a display controller, a graphics processor, and/or a display device.
- Processor 1501 may communicate with memory 1503 , which in one embodiment can be implemented via multiple memory devices to provide for a given amount of system memory.
- Memory 1503 may include one or more volatile storage (or memory) devices such as random access memory (RAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), static RAM (SRAM), or other types of storage devices.
- RAM random access memory
- DRAM dynamic RAM
- SDRAM synchronous DRAM
- SRAM static RAM
- Memory 1503 may store information including sequences of instructions that are executed by processor 1501 , or any other device. For example, executable code and/or data of a variety of operating systems, device drivers, firmware (e.g., input output basic system or BIOS), and/or applications can be loaded in memory 1503 and executed by processor 1501 .
- BIOS input output basic system
- An operating system can be any kind of operating systems, such as, for example, Windows® operating system from Microsoft®, Mac OS®/iOS® from Apple, Android® from Google®, Linux®, Unix®, or other real-time or embedded operating systems such as VxWorks.
- System 1500 may further include IO devices such as devices 1505 - 1508 , including network interface device(s) 1505 , optional input device(s) 1506 , and other optional IO device(s) 1507 .
- Network interface device 1505 may include a wireless transceiver and/or a network interface card (NIC).
- the wireless transceiver may be a WiFi transceiver, an infrared transceiver, a Bluetooth transceiver, a WiMax transceiver, a wireless cellular telephony transceiver, a satellite transceiver (e.g., a global positioning system (GPS) transceiver), or other radio frequency (RF) transceivers, or a combination thereof.
- the NIC may be an Ethernet card.
- Input device(s) 1506 may include a mouse, a touch pad, a touch sensitive screen (which may be integrated with display device 1504 ), a pointer device such as a stylus, and/or a keyboard (e.g., physical keyboard or a virtual keyboard displayed as part of a touch sensitive screen).
- input device 1506 may include a touch screen controller coupled to a touch screen.
- the touch screen and touch screen controller can, for example, detect contact and movement or break thereof using any of a plurality of touch sensitivity technologies, including but not limited to capacitive, resistive, infrared, and surface acoustic wave technologies, as well as other proximity sensor arrays or other elements for determining one or more points of contact with the touch screen.
- IO devices 1507 may include an audio device.
- An audio device may include a speaker and/or a microphone to facilitate voice-enabled functions, such as voice recognition, voice replication, digital recording, and/or telephony functions.
- Other IO devices 1507 may further include universal serial bus (USB) port(s), parallel port(s), serial port(s), a printer, a network interface, a bus bridge (e.g., a PCI-PCI bridge), sensor(s) (e.g., a motion sensor such as an accelerometer, gyroscope, a magnetometer, a light sensor, compass, a proximity sensor, etc.), or a combination thereof.
- USB universal serial bus
- sensor(s) e.g., a motion sensor such as an accelerometer, gyroscope, a magnetometer, a light sensor, compass, a proximity sensor, etc.
- Devices 1507 may further include an imaging processing subsystem (e.g., a camera), which may include an optical sensor, such as a charged coupled device (CCD) or a complementary metal-oxide semiconductor (CMOS) optical sensor, utilized to facilitate camera functions, such as recording photographs and video clips.
- an imaging processing subsystem e.g., a camera
- an optical sensor such as a charged coupled device (CCD) or a complementary metal-oxide semiconductor (CMOS) optical sensor, utilized to facilitate camera functions, such as recording photographs and video clips.
- CCD charged coupled device
- CMOS complementary metal-oxide semiconductor
- Certain sensors may be coupled to interconnect 1510 via a sensor hub (not shown), while other devices such as a keyboard or thermal sensor may be controlled by an embedded controller (not shown), dependent upon the specific configuration or design of system 1500 .
- a mass storage may also couple to processor 1501 .
- this mass storage may be implemented via a solid state device (SSD).
- SSD solid state device
- the mass storage may primarily be implemented using a hard disk drive (HDD) with a smaller amount of SSD storage to act as a SSD cache to enable non-volatile storage of context state and other such information during power down events so that a fast power up can occur on re-initiation of system activities.
- a flash device may be coupled to processor 1501 , e.g., via a serial peripheral interface (SPI). This flash device may provide for non-volatile storage of system software, including a basic input/output software (BIOS) as well as other firmware of the system.
- BIOS basic input/output software
- Storage device 1508 may include computer-accessible storage medium 1509 (also known as a machine-readable storage medium or a computer-readable medium) on which is stored one or more sets of instructions or software (e.g., module, unit, and/or logic 1528 ) embodying any one or more of the methodologies or functions described herein.
- Processing module/unit/logic 1528 may represent any of the components described above, such as, for example, task manager 110 , email manager 115 , channel manager 120 , user manager 211 , and/or task state determination module 212 of FIGS. 1A-1B and 2 , as described above.
- Processing module/unit/logic 1528 may also reside, completely or at least partially, within memory 1503 and/or within processor 1501 during execution thereof by data processing system 1500 , memory 1503 and processor 1501 also constituting machine-accessible storage media. Processing module/unit/logic 1528 may further be transmitted or received over a network via network interface device 1505 .
- Computer-readable storage medium 1509 may also be used to store the some software functionalities described above persistently. While computer-readable storage medium 1509 is shown in an exemplary embodiment to be a single medium, the term “computer-readable storage medium” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more sets of instructions. The terms “computer-readable storage medium” shall also be taken to include any medium that is capable of storing or encoding a set of instructions for execution by the machine and that cause the machine to perform any one or more of the methodologies of the present invention. The term “computer-readable storage medium” shall accordingly be taken to include, but not be limited to, solid-state memories, and optical and magnetic media, or any other non-transitory machine-readable medium.
- Processing module/unit/logic 1528 can be implemented as discrete hardware components or integrated in the functionality of hardware components such as ASICS, FPGAs, DSPs or similar devices.
- processing module/unit/logic 1528 can be implemented as firmware or functional circuitry within hardware devices.
- processing module/unit/logic 1528 can be implemented in any combination hardware devices and software components.
- system 1500 is illustrated with various components of a data processing system, it is not intended to represent any particular architecture or manner of interconnecting the components; as such details are not germane to embodiments of the present invention. It will also be appreciated that network computers, handheld computers, mobile phones, servers, and/or other data processing systems which have fewer components or perhaps more components may also be used with embodiments of the invention.
- Embodiments of the invention also relate to an apparatus for performing the operations herein.
- a computer program is stored in a non-transitory computer readable medium.
- a machine-readable medium includes any mechanism for storing information in a form readable by a machine (e.g., a computer).
- a machine-readable (e.g., computer-readable) medium includes a machine (e.g., a computer) readable storage medium (e.g., read only memory (“ROM”), random access memory (“RAM”), magnetic disk storage media, optical storage media, flash memory devices).
- processing logic that comprises hardware (e.g. circuitry, dedicated logic, etc.), software (e.g., embodied on a non-transitory computer readable medium), or a combination of both.
- processing logic comprises hardware (e.g. circuitry, dedicated logic, etc.), software (e.g., embodied on a non-transitory computer readable medium), or a combination of both.
- Embodiments of the present invention are not described with reference to any particular programming language. It will be appreciated that a variety of programming languages may be used to implement the teachings of embodiments of the invention as described herein.
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Abstract
Description
- Embodiments of the present invention relate generally to task management. More particularly, embodiments of the invention relate to categorizing and determining states of tasks based on activities of the tasks over a period of time.
- A project manager managing a team of team members is constantly striving to be aware of the progress in each of the projects managed by his team to be able to guide to work effectively and efficiently. Today, it is a struggle for a manager to find the information most relevant and find the projects that require attentions or actions. Project managers are too often working on multiple projects concurrently and can lose sight of the progress in some of them.
- Although project specific communication platforms such as instant messaging exist, none of them tackle the problem of automatically delivering insights to the users at the right moments to take actions. This results in the instant messaging (IM) tools not being widely used to improve communications of the project development.
- Embodiments of the invention are illustrated by way of example and not limited to the figures of the accompanying drawings in which like references indicate similar elements.
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FIGS. 1A and 1B are block diagrams illustrating a network configuration according to certain embodiments of the invention. -
FIG. 2 is a block diagram illustrating an example of a project management system according to one embodiment of the invention. -
FIG. 3 is a block diagram illustrating an architecture of projects according to one embodiment of the invention. -
FIG. 4 is a block diagram illustrating an example of a data structure representing a user database according to one embodiment. -
FIG. 5 is a flow diagram illustrating a process of determining status of projects according to one embodiment. -
FIG. 6 is a flow diagram illustrating a process of identifying projects associated with a user according to one embodiment. -
FIG. 7 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to one embodiment. -
FIG. 8 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to another embodiment. -
FIG. 9 is a block diagram illustrating a data processing system according to one embodiment. - Various embodiments and aspects of the inventions will be described with reference to details discussed below, and the accompanying drawings will illustrate the various embodiments. The following description and drawings are illustrative of the invention and are not to be construed as limiting the invention. Numerous specific details are described to provide a thorough understanding of various embodiments of the present invention. However, in certain instances, well-known or conventional details are not described in order to provide a concise discussion of embodiments of the present inventions.
- Reference in the specification to “one embodiment” or “an embodiment” means that a particular feature, structure, or characteristic described in conjunction with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase “in one embodiment” in various places in the specification do not necessarily all refer to the same embodiment.
- According to some embodiments, a project management platform is utilized to automatically generate and deliver insightful messages to the users who are most interested in the status or state of tasks to take further actions. By doing so, project managers and their team members can be alerted about the status of the projects early. The direct integration of such insights into an IM platform instantly allows users to take direct actions on those tasks. A significant technical advantage is to tap into multiple different sources of information (e.g., an email system, calendar system, IM system, task database system), to find the most relevant insights of the tasks to share amongst the relevant people, and to leverage a high-engagement platform as a vehicle for delivering the insights. The system is able to automatically detect characteristics of each task being worked on and to detect abnormal status or state of the task early based on the information obtained from different sources. As a result, an action can be taken to ensure the task is on track to be completed before it is too late.
- According to one embodiment, for a given user, a task database system associated with the user is queried to identify a list of one or more tasks that are associated with the user (e.g., an owner of the task, a manager of a user who is an owner of the task). For each of the tasks associated with the user, an email system associated with the user is queried to obtain one or more emails and calendar events associated with the task. An IM system associated with the user is queried to obtain IM messages of an IM channel of which the user is a member. The IM channel has been specifically created to exchange messages concerning the task amongst the members of the IM channel. The task is then determined whether it satisfies a predetermined condition or state (e.g., at risk of failure to complete, finish, or close) in view of emails, calendar events, and IM messages associated with the task based on a set of state determination rules. If the task is determined to satisfy the predetermined state, a notification message is transmitted to a preconfigured destination (e.g., task owner, manager of task owner or team members).
- In one embodiment, based on the emails, calendar event, and IM messages, it is determined whether a period of time (e.g., number of days) since the last time the task was updated is greater than a first predetermined threshold. It is further determined whether a period of time since the last message was posted in an IM channel of the task is greater than a second predetermined threshold. It is further determined whether the task expects to be completed within a predetermined period of time (e.g., current fiscal quarter or year). It is further determined whether a period of time since the last time the task was determined satisfying the predetermined state is greater than a third predetermined threshold. It is further determined whether the IM channel associated with the task includes a member other than an owner of the task. If any one or more of the above conditions are met, the task may be considered or categorized as satisfying a predetermined condition or a predetermined state, for example, as an inactive task, which may be at risk of failure to complete. As a result, an action may be taken. In one embodiment, a task reaches a predetermined state or condition (e.g., inactive project) if all of the above conditions are met.
- In another embodiment, based on the emails, calendar event, and IM messages, it is determined whether there was a meeting associated with the task conducted in a past predetermined period of time. It is further determined whether a period of time since the last meeting of the task was conducted exceeds a first predetermined threshold. It is further determined whether there is no meeting scheduled in a future predetermined period of time. It is further determined whether a period of time since the last time the project satisfied the predetermined state is greater than a second predetermined threshold. If any one or more of the above conditions are met, the task may be considered or categorized as satisfying a predetermined condition, for example, as lack of future meetings, which may be at risk of failure to complete. As a result, a meeting may be scheduled to follow up. In one embodiment, a task reaches a predetermined state or condition (e.g., lack of future meetings) if all of the above conditions are met.
- Note that throughout this application, a project is utilized as an example of a task performed by a user of a group of users. A task manager can also be referred to as a project manager, and the terms of “task manager” and “project manager” are interchangeable terms for illustration purpose throughout the entire application. Similarly, a customer relationship management or CRM system is utilized as an example of a task database system, and the terms of “task database system” and “CRM system” are interchangeable terms for illustration purpose throughout the entire application.
-
FIG. 1A is a block diagram illustrating a network configuration according to one embodiment of the invention. Referring toFIG. 1A ,system 100 includes, but is not limited to, one or more client systems 101-102 communicatively coupled to servers 104-105 overnetwork 103. Clients 101-102 may be any type of clients such as a host or server, a personal computer (e.g., desktops, laptops, and tablets), a “thin” client, a personal digital assistant (PDA), a Web enabled appliance, or a mobile phone (e.g., Smartphone), etc. Network 103 may be any type of networks such as a local area network (LAN), a wide area network (WAN) such as the Internet, or a combination thereof, wired or wireless. Servers 104-105 can be any kinds of servers or a cluster of servers, such as, for example, Web servers, application servers, cloud servers, backend servers, etc. - Task database system/
server 105 provides task data services to a variety of clients, which may be periodically or constantly accessed and updated by the clients for managing their task management data or other project management data. An example oftask database system 105 is a CRM system that provides CRM data services. Task or CRM data includes any kinds of customer relationship management data, such as, for example, projects, tasks, deals, contracts, etc. The CRM services may be provided by a variety of CRM vendors, such as, for example Salesforce.com, SAP AG, Oracle, and Microsoft. CRM is a term that refers to practices, strategies and technologies that companies use to manage and analyze customer interactions and data throughout the customer lifecycle, with the goal of improving business relationships with customers, assisting in customer retention and driving sales growth. CRM systems are designed to compile information on customers across different channels or points of contact between the customer and the company, which could include the company's website, telephone, live chat, direct mail, marketing materials and social media. - In one embodiment, data analytics system or sever 104 (also referred to as a project management system or server) provides task/project management and/or data analytics services to clients 101-102 based on CRM data provided by
CRM system 105 as a data source. Note that although there is only one CRM system shown, multiple CRM systems may also be implemented, whereproject management system 104 may be implemented as a multi-tenancy system that can access multiple CRM systems concurrently overnetwork 103. For example, a user ofclient device 101 may be associated with a first organization as a first corporate client toproject management system 104, while a user ofclient device 102 may be associated with a second organization as a second corporate client toproject management system 104. The first and second organizations may employ different ones ofCRM systems 105. Also note that a CRM system is utilized as an example of data sources, however, other types of data sources or systems can also be applied. - In one embodiment,
project management system 104 includes, but it is not limited to, task manager 110 (also referred to as a project manager),email manager 115,channel manager 120, anddata store 130. Theproject management system 104 may further include a user interface (not shown), which can be any kind of user interface (e.g., Web, graphical user interface or GUI, or command line interface or CLI) that allows users of client devices 101-102 to access the services provided byproject management system 104. In one embodiment, such a service may include automatically identifying a project that satisfies a predetermined condition (e.g., inactive, lack of future meetings), which may require an attention or action to follow through. Such a project may be identified based on information obtained from a variety of data sources, such as, for example, emails, calendar events, IM messages, and CRM systems. A project can be any kind of projects such as a sales project (also referred to as an opportunity). -
Data store 130 stores or caches CRM data of a variety of projects, which may be periodically updated from the corresponding data source(s) or data provider(s), in this example, CRM system(s) 105. Alternatively,task manager 110 and/orchannel manager 120 may directly access CRM system(s) 105 to query and retrieve the CRM data. Data stored indata store 130 can be maintained in a variety of data structures, such as tables or databases.Task manager 110 and/orchannel manager 120 can accessdata store 130 via a variety of application programming interfaces (APIs), database queries, or other suitable communication protocols (e.g., structured query language or SQL). - According to one embodiment,
task manager 110 is configured to communicate and interact with task database system 105 (e.g., a customer relationship management or CRM system) to obtain task information of tasks maintained intask database system 105.Task manager 110 can communicate withtask database system 105 via an application programming interface (API) and/or using a communication protocol. For a given user,task manager 110 can communicate withtask database system 105 to retrieve a list of tasks that are associated with the user. A user can be an owner of a task, a team member of a team managing the task, or a manager of owners or teams of tasks. For a given task,task manager 110 can also obtain properties or attributes of the task fromtask database system 105 as a part of task information.Task manager 110 is configured to communicate with task database system(s) 105 using a variety of APIs or protocols compatible with task database system(s) 105. - In one embodiment, for a given project associated with a user,
email manager 115 is configured to communicate withemail system 106 to identify and obtain a list of emails and/or calendar events associated with the user and the project.Email manager 115 can search via an API based on a user ID of the user (e.g., an email address associated with a sender or recipient of emails, a participant of meetings) and project keywords (e.g., subject or title field) of the project to identify the relevant emails and calendar events. - In one embodiment, for each of the projects maintained in
CRM system 105, an IM channel (e.g., IM group chat) is created to allow users associated with the project to exchange messages concerning development of the project with each other.Channel manager 120 is configured to communicate withIM system 107 via an API to retrieve IM messages of a particular IM channel of a particular project.Channel manager 120 can further derive IM channel statistics of the IM channel based on the IM messages obtained fromIM system 107. -
Project manager 110,email manager 115, andchannel manager 120 are tapping into multiple different sources (e.g.,CRM systems 105,email servers 106, and communication systems 107) of information to find the most relevant projects that need an attention or action from the user or other people. In one embodiment, based on the project information, email and calendar information, and IM channel information, it can be determined whether a particular project satisfies a predetermined condition, such as, for example, whether the project is at risk of failure to complete. For example, based on the information obtained fromCRM system 105,email server 106, andIM server 107, a risk detector (not shown) can detect that a project is inactive or lacks of future meetings. As a result, an action should be taken or an attention should be brought to someone before it is too late. By automatically scanningCRM system 105,email system 106, andIM system 107, the projects at risk can be automatically identified and a remedial action can be performed in time. - Although in this embodiment,
data store 130 is maintained byproject management system 104, however,data store 130 can be maintained in a dedicated data server that is a separate server fromproject management server 104 as shown inFIG. 1B . Referring now toFIG. 1B , in this embodiment,project management server 104A anddata server 104B are implemented as separate servers, which may be operated by the same or different organizations or entities.Data store 130 is now maintained bydata server 104B.Data server 104B further includesdata collector 135 configured to periodically or constantly collect or update CRM data fromdata sources 105.Project management server 104A communicates withdata server 104B using a variety of communication protocols to access task data stored indata store 130. -
FIG. 2 is a block diagram illustrating an example of a project management system according to one embodiment of the invention.System 200 may be implemented as part of project management system orserver 104. Referring toFIG. 2 ,system 200 includesproject manager 110,email manager 115,channel manager 120, user manager 211, and task state determination module 212 (also referred to as a risk detector). These components or modules can be implemented in software, hardware, or a combination thereof. Some of these components or modules may be integrated into fewer integrated components or modules. For example, these components or modules can be loaded in memory 201 (e.g., volatile memory such as random access memory or RAM) and executed by one or more processors 202 (e.g., microprocessors, central processing units or CPUs).Data store 130 is stored inpersistent storage device 203, such as a hard disk, which may be maintained locally or remotely over a network. At least a portion of data stored indata store 130 may be cached inmemory 201. - As described above,
project manager 110 is configured to communicate and interact withCRM system 105 to obtain project information of projects maintained inCRM system 105.Project manager 110 can communicate withCRM system 105 via an application programming interface (API) and/or using a communication protocol. For a given user,project manager 110 can communicate withCRM system 105 to retrieve a list of projects that are associated with the user. The user can be an owner of a project, a team member of a team managing the project, or a manager of owners or teams of projects. For a given project,project manager 110 can also obtain properties or attributes of the project fromCRM system 105 as a part of project information.Project manager 110 is configured to communicate with CRM system(s) 105 using a variety of APIs or protocols compatible with CRM system(s) 105. - For a given project associated with a user,
email manager 115 is configured to communicate withemail system 106 to identify and obtain a list of emails and/or calendar events associated with the user and the project.Email manager 115 can search via an API based on a user ID of the user (e.g., as a sender or recipient of emails, a participant of meetings) and project keywords (e.g., subject or title field) of the project to identify the relevant emails and calendar events. - For each of the projects maintained in
CRM system 105, an IM channel (e.g., IM group chat) is created to allow users associated with the project to exchange messages concerning the project from each other.Channel manager 120 is configured to communicate withIM system 107 via an API to retrieve IM messages of a particular IM channel of a particular project.Channel manager 120 can further derive IM channel statistics of the IM channel based on the IM messages obtained fromIM system 107. - In order to search and find a project that is associated with a user, the user has to register its user identifier (ID), IM address(es), email address(es), and a CRM system associated with the user. The user can register or configure such information via a configuration interface hosted by system 200 (not shown) and the registration information can be stored and maintained in user database 220. An example of user database 220 is shown in
FIG. 4 according to one embodiment. The registered IM and email addresses can be utilized to communicate with the user, such as, for example, for notification of projects at risk. User database 220 may further store user login credentials (e.g., usernames, passwords) of users to allow the system to automatically log into the email/calendar systems, the IM systems, and the CRM systems on behalf of the users to obtain necessary project information, IM channel information, and email/calendar event information, without user intervention of the users. - A user can be associated with one or more projects and each project is associated with a communication channel to allow members of the communication channel to discuss the corresponding project as shown in
FIG. 3 . Referring toFIG. 3 , user 301 may be associated with one ormore projects 302A-302C. For example, user 301 may be an individual sales or customer representative working onprojects 302A-302C concurrently. Alternatively, user 301 may be a manager or group leader of a team or group of individual users working onprojects 302A-302C. Each ofprojects 302A-302C may be associated with the same or different enterprise clients (e.g., corporate clients). Each ofprojects 302A-302C is associated with a communication channel such ascommunication channels 303A-303C respectively. Each ofchannels 303A-303C can have one or more members such asmembers 304A-304C. A user can be automatically added to any ofcommunication channels 303A-303C and can also be automatically removed from any ofcommunication channels 303A-303C under certain circumstances. - Referring now to
FIGS. 1A-1B and 2 , according to one embodiment of the invention, user manager 211 determines a list of users that have registered with the system based on information obtained from user database 220. For each of the identified users,project manager 110queries CRM system 105 obtain a list of projects that are associated with the user.CRM system 105 may be a CRM system associated with or utilized by an Enterprise client that the user is working with as a customer representative or sales representative. - In one embodiment, when
project manager 110queries CRM system 105, it sends a query request toCRM system 105, where the query request includes certain parameters to specify the user and an attribute having a particular attribute value. In response,CRM system 105 searches based on the query request to identify and retrieve the list of projects that satisfy the query request. Alternatively,project manager 110 may perform filtering of projects to identify the subset of projects that are associated with a particular user. - Alternatively, for each of the projects found in
CRM system 105,channel manager 120 identifies an IM channel that has been created specifically for the project.Channel manager 120 orproject manager 110 may maintain a mapping table having a number of mapping entries (not shown). Each mapping entry maps a project ID identifying a project to an IM channel ID identifying an IM channel. Alternatively, the IM channel ID may be stored as a part of project attributes of a project stored inCRM system 105. Alternatively, a project ID of the project may be stored as a part of channel attributes maintained inIM system 107.Channel manager 120 communicates withIM system 107 to determine whether a particular user is a member of the IM channel of the project. If that particular user is a member of the IM channel of the project, the project is considered to be associated with or relevant to the user. Note that throughout this application, an IM system is utilized as an example of a communication system. Other types of communication mechanisms (e.g., social network community) may also be applied. - According to one embodiment, for each user identified by user manager 211,
channel manager 120queries IM system 107 to search and find all the IM channels of which the user is a member.Channel manager 120 also retrieves channel information of each IM channel including, but is not limited to, all members of the IM channel and the recent activities of the IM channel. For example, for a given IM channel,channel manager 120 may determine the date of the last message posted by a member of the channel, a period of time (e.g., a number of days) since the last message was posted by a member, the last time a risk of a project associated with the IM channel was identified and notified, a period of time (e.g., a number of days) since the last risk of the associated project was identified and notified, and/or whether there are any members in the channel other than the owner of the associated project. An owner of a project refers to a lead person or project leader in charge with the development of project, while a team member is someone who works on the project under the leadership or supervision of the owner. - According to one embodiment, for each IM channel of which a user is a member,
project manager 110 accessesCRM system 105 to search and identify a project associated with the IM channel and the user. For example, if the user is an owner of a project, that project will be considered to be associated with the user. If the user is the earliest member of an IM channel and is still active, and the owner of a project is not a member of the IM channel, the project will be considered to be associated with the user. In other words, if the user is not the earliest member added to the IM channel and the owner of the project is not a member of the IM channel, that particular project is considered as relevant to the that earliest member of the IM channel. The earliest member of an IM channel refers to the earliest overall member that was chronologically added to the IM channel and he/she is still a member to remain active. - Note that this process is repeatedly performed for each of the users that have registered with the system. If the current user is not the earliest member added to the IM channel and the user is not an owner of the corresponding project, the corresponding project will not be selected to be associated with the current user. However, in another iteration of the process performed for the earliest member of the IM channel, the project may be selected to be associated with that particular earliest member. This project identifying process ensures that the same project is not scanned and selected twice.
- In addition,
project manager 110 retrieves certain project information of a project fromCRM system 105. In one embodiment, some of the project information may be determined dynamically in real-time. For example, a period of time since the last meeting was conducted may be determined in real-time based on the time stamp of the corresponding calendar event and the current system time. The project information of a project includes, but is not limited to, a complete date of the project, a period of time (e.g., a number of days) to the complete date, whether the project is expected to be completed in a future predetermined period of time (e.g., current fiscal month, quarter, or year), the date of the project was last updated, and/or a period of time (e.g., days) since the last update. - According to one embodiment, for a given project and a given user,
email manager 115 is configured to accessemail server 106 to obtain a list of emails and calendar events that are associated with the project and the user.Email manager 115 may search emails and calendar events based on a user ID of the user (e.g., an email address as a sender or a recipient) and one or more keywords of the project (e.g., title, subject field). In addition,email manager 115 retrieves and determines certain email/calendar information concerning the project. The email/calendar information may include, but is not limited to, whether there were any meetings occurred in the past with the relevant parties (e.g., customers) associated with the project, whether there was a meeting conducted in the past, the most recent meeting and a period of time (e.g., days) since the most recent meeting, and/or whether there is a future meeting scheduled for the project. - The above collected project information, channel information, and email/calendar information collectively represent the activities of the corresponding project. Such activity information may provide a hint indicating whether the development of the project is making insufficient progress that may lead to a failure of completing the project. Based on the project information, channel information, and email/calendar information, according to one embodiment, task
state determination module 212 is configure to detect whether a particular project is at risk of failure to complete, for example, due to lack of activities or progress. The taskstate determination module 212 may determine whether a project is at risk by satisfying a predetermined condition based on the project information, channel information, and email/calendar information according a set ofrisk determining rules 215.Rules 215 may be user configurable based on the specific requirements of enterprise entities. Each enterprise client may have a different set of rules governing whether a particular project is at risk. - If it is determined that a project is at risk as satisfying a predetermined condition set forth in
rules 215, a notification may be sent to a preconfigured destination (e.g., owner of the project, a manager). Any user can be a member of one or more channels of one or more projects. Thus, any user may receive more than one notification identifying one or more projects at risk. These projects at risk can be grouped by type and a single message may be generated with a list of projects at risk. The messages can be sent to a user via user's private communication channel (e.g., IM, email), corporate channel, etc. -
FIG. 5 is a flow diagram illustrating a process of determining status of projects according to one embodiment.Process 500 may be performed by processing logic which may include software, hardware, or a combination thereof. For example,process 500 may be performed bysystem 200 ofFIG. 2 . Referring toFIG. 5 , inoperation 501, processing logic identifies a list of one or more users who have registered their CRM systems (e.g., task database), email addresses, and IM systems. Such registration information may be stored in user database 220. Inoperation 502, for each of the users, processing logic identifies a list of one or more projects or tasks that are associated with the user. For example, if a project whose IM channel includes the user as a member, the project is considered to be associated with the user. If a user is an owner of a project, the user is associated with the project. If a user is included in an email (e.g., as a sender or recipient) associated with a project, the user may be considered to be associated with the project. Inoperation 503, for each of the projects associated with the user, processing logic determine whether the project satisfies a predetermined condition or state (e.g., at risk as of inactive or lack of future meetings) based on the project information obtained from a CRM system, email/calendar information obtained from an email server, and channel information obtained from an IM system, using a set of rules such as task state determination rules 215. Inoperation 504, if a project is determined satisfying a predetermined condition, processing logic transmits a notification to a preconfigured destination. -
FIG. 6 is a flow diagram illustrating a process of identifying projects associated with a user according to one embodiment.Process 600 may be performed as a part ofoperation 502 ofFIG. 2 . Referring toFIG. 6 , inoperation 601, processing logic queries an IM system associated with a project/task or a user to identify an IM channel of which the user is a member and obtain channel information of the IM channel (e.g., activities). Inoperation 602, processing logic queries a CRM system to identify one or more projects and obtain project information of the projects. Inoperation 603, a project/task is selected from the identified projects if the user is an owner of the selected project. Inoperation 604, a project/task is selected from the identified projects if the first member of a corresponding IM channel is still active and an owner of the selected project is not a member of the IM channel. The first member of an IM channel refers to the first overall member added to the IM channel. -
FIG. 7 is a flow diagram illustrating a process of determining whether a project satisfies a condition according to one embodiment.Process 700 may be performed as a part ofoperation 503 ofFIG. 5 according to a set ofrisk determining rules 215. Referring toFIG. 7 , inoperation 701, for a given project, processing logic determines whether a period of time (e.g., number of days) since the last time the project was updated is greater than a first predetermined threshold. Whether a project/task has been updated can be determined based on project information obtained fromCRM system 105. Inoperation 702, processing logic determines whether a period of time (e.g., number of days) since the last message was posted in an IM channel associated with the project/task is greater than a second predetermined threshold. Such a determination can be performed based on the IM channel information obtained from the IM system. - In
operation 703, processing logic determines whether the project/task is expected to be completed in a predetermined period of time (e.g., current month, quarter, or year). Inoperation 704, processing logic determines whether a period of time (e.g., number of days) since the last time the project/task satisfied a predetermined condition/state (e.g., categorized as at risk) is greater than a third predetermined threshold. Inoperation 705, processing logic optionally determines whether the IM channel associated with the project/task includes a member other than an owner of the project. The rationale behind this is that the owner of the project will already be aware of the situation concerning the project (e.g., no future meeting has been scheduled) since the owner is supposed to be actively thinking and working on the project/task. As a result, one may not want to notify something that the owner might already be aware of. Inoperation 706, if any one or more of the above conditions set forth in operations 701-705 are satisfied, the project/task is considered at risk as inactive, and an action should be performed or an attention should be brought to someone. In one embodiment, only if all of the conditions set forth in operations 701-705 are satisfied, the corresponding project/task is considered at risk. -
FIG. 8 is a flow diagram illustrating a process of determining whether a project/task satisfies a condition according to another embodiment.Process 800 may be performed as a part ofoperation 503 ofFIG. 5 according to a set of state/risk determining rules 215. Referring toFIG. 8 , for a given project/task, inoperation 801, processing logic determines whether there was any meeting scheduled and conducted in a past predetermined period of time. Inoperation 802, processing logic determines whether a period of time (e.g., number of days) since the last meeting was conducted is greater than a first predetermined threshold. Inoperation 803, processing logic determines whether there is no meeting that has been scheduled in a future predetermined period of time. Inoperation 804, processing logic determines whether a period of time (e.g., number of days) since the last time the project was considered at risk by satisfying a predetermined condition/state is greater than a second predetermined threshold. Inoperation 805, if one or more of the above conditions set forth in operations 801-804 are satisfied, the project/task may be considered at risk as of lack of future meetings. In one embodiment, only if all of the conditions set forth in operations 801-804 are satisfied, the corresponding project/task is considered at risk. A new follow-up meeting may be needed soon. - Note that the above processes may be automatically and periodically performed (e.g., a thread executed in the background or as a maintenance routine in the system) for each of the users in the system, for example, without user intervention of the users. The above predetermined thresholds may be the same or different dependent upon the specific configurations required by the enterprise clients.
- Note that some or all of the components as shown and described above (e.g.,
task manager 110,email manager 115,channel manager 120, user manager 211, and/or taskstate determination module 212 ofFIGS. 1A-1B and 2 ) may be implemented in software, hardware, or a combination thereof. For example, such components can be implemented as software installed and stored in a persistent storage device, which can be loaded and executed in a memory by a processor (not shown) to carry out the processes or operations described throughout this application. Alternatively, such components can be implemented as executable code programmed or embedded into dedicated hardware such as an integrated circuit (e.g., an application specific IC or ASIC), a digital signal processor (DSP), or a field programmable gate array (FPGA), which can be accessed via a corresponding driver and/or operating system from an application. Furthermore, such components can be implemented as specific hardware logic in a processor or processor core as part of an instruction set accessible by a software component via one or more specific instructions. -
FIG. 9 is a block diagram illustrating an example of a data processing system which may be used with one embodiment of the invention. For example,system 1500 may represent any of data processing systems described above performing any of the processes or methods described above, such as, for example, a client device or a server described above, such as, for example, clients 101-102 and servers 104-107 ofFIGS. 1A-1B , as described above. -
System 1500 can include many different components. These components can be implemented as integrated circuits (ICs), portions thereof, discrete electronic devices, or other modules adapted to a circuit board such as a motherboard or add-in card of the computer system, or as components otherwise incorporated within a chassis of the computer system. - Note also that
system 1500 is intended to show a high level view of many components of the computer system. However, it is to be understood that additional components may be present in certain implementations and furthermore, different arrangement of the components shown may occur in other implementations.System 1500 may represent a desktop, a laptop, a tablet, a server, a mobile phone, a media player, a personal digital assistant (PDA), a Smartwatch, a personal communicator, a gaming device, a network router or hub, a wireless access point (AP) or repeater, a set-top box, or a combination thereof. Further, while only a single machine or system is illustrated, the term “machine” or “system” shall also be taken to include any collection of machines or systems that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methodologies discussed herein. - In one embodiment,
system 1500 includesprocessor 1501,memory 1503, and devices 1505-1508 via a bus or aninterconnect 1510.Processor 1501 may represent a single processor or multiple processors with a single processor core or multiple processor cores included therein.Processor 1501 may represent one or more general-purpose processors such as a microprocessor, a central processing unit (CPU), or the like. More particularly,processor 1501 may be a complex instruction set computing (CISC) microprocessor, reduced instruction set computing (RISC) microprocessor, very long instruction word (VLIW) microprocessor, or processor implementing other instruction sets, or processors implementing a combination of instruction sets.Processor 1501 may also be one or more special-purpose processors such as an application specific integrated circuit (ASIC), a cellular or baseband processor, a field programmable gate array (FPGA), a digital signal processor (DSP), a network processor, a graphics processor, a network processor, a communications processor, a cryptographic processor, a co-processor, an embedded processor, or any other type of logic capable of processing instructions. -
Processor 1501, which may be a low power multi-core processor socket such as an ultra-low voltage processor, may act as a main processing unit and central hub for communication with the various components of the system. Such processor can be implemented as a system on chip (SoC).Processor 1501 is configured to execute instructions for performing the operations and steps discussed herein.System 1500 may further include a graphics interface that communicates with optional graphics subsystem 1504, which may include a display controller, a graphics processor, and/or a display device. -
Processor 1501 may communicate withmemory 1503, which in one embodiment can be implemented via multiple memory devices to provide for a given amount of system memory.Memory 1503 may include one or more volatile storage (or memory) devices such as random access memory (RAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), static RAM (SRAM), or other types of storage devices.Memory 1503 may store information including sequences of instructions that are executed byprocessor 1501, or any other device. For example, executable code and/or data of a variety of operating systems, device drivers, firmware (e.g., input output basic system or BIOS), and/or applications can be loaded inmemory 1503 and executed byprocessor 1501. An operating system can be any kind of operating systems, such as, for example, Windows® operating system from Microsoft®, Mac OS®/iOS® from Apple, Android® from Google®, Linux®, Unix®, or other real-time or embedded operating systems such as VxWorks. -
System 1500 may further include IO devices such as devices 1505-1508, including network interface device(s) 1505, optional input device(s) 1506, and other optional IO device(s) 1507. Network interface device 1505 may include a wireless transceiver and/or a network interface card (NIC). The wireless transceiver may be a WiFi transceiver, an infrared transceiver, a Bluetooth transceiver, a WiMax transceiver, a wireless cellular telephony transceiver, a satellite transceiver (e.g., a global positioning system (GPS) transceiver), or other radio frequency (RF) transceivers, or a combination thereof. The NIC may be an Ethernet card. - Input device(s) 1506 may include a mouse, a touch pad, a touch sensitive screen (which may be integrated with display device 1504), a pointer device such as a stylus, and/or a keyboard (e.g., physical keyboard or a virtual keyboard displayed as part of a touch sensitive screen). For example, input device 1506 may include a touch screen controller coupled to a touch screen. The touch screen and touch screen controller can, for example, detect contact and movement or break thereof using any of a plurality of touch sensitivity technologies, including but not limited to capacitive, resistive, infrared, and surface acoustic wave technologies, as well as other proximity sensor arrays or other elements for determining one or more points of contact with the touch screen.
- IO devices 1507 may include an audio device. An audio device may include a speaker and/or a microphone to facilitate voice-enabled functions, such as voice recognition, voice replication, digital recording, and/or telephony functions. Other IO devices 1507 may further include universal serial bus (USB) port(s), parallel port(s), serial port(s), a printer, a network interface, a bus bridge (e.g., a PCI-PCI bridge), sensor(s) (e.g., a motion sensor such as an accelerometer, gyroscope, a magnetometer, a light sensor, compass, a proximity sensor, etc.), or a combination thereof. Devices 1507 may further include an imaging processing subsystem (e.g., a camera), which may include an optical sensor, such as a charged coupled device (CCD) or a complementary metal-oxide semiconductor (CMOS) optical sensor, utilized to facilitate camera functions, such as recording photographs and video clips. Certain sensors may be coupled to
interconnect 1510 via a sensor hub (not shown), while other devices such as a keyboard or thermal sensor may be controlled by an embedded controller (not shown), dependent upon the specific configuration or design ofsystem 1500. - To provide for persistent storage of information such as data, applications, one or more operating systems and so forth, a mass storage (not shown) may also couple to
processor 1501. In various embodiments, to enable a thinner and lighter system design as well as to improve system responsiveness, this mass storage may be implemented via a solid state device (SSD). However in other embodiments, the mass storage may primarily be implemented using a hard disk drive (HDD) with a smaller amount of SSD storage to act as a SSD cache to enable non-volatile storage of context state and other such information during power down events so that a fast power up can occur on re-initiation of system activities. Also a flash device may be coupled toprocessor 1501, e.g., via a serial peripheral interface (SPI). This flash device may provide for non-volatile storage of system software, including a basic input/output software (BIOS) as well as other firmware of the system. -
Storage device 1508 may include computer-accessible storage medium 1509 (also known as a machine-readable storage medium or a computer-readable medium) on which is stored one or more sets of instructions or software (e.g., module, unit, and/or logic 1528) embodying any one or more of the methodologies or functions described herein. Processing module/unit/logic 1528 may represent any of the components described above, such as, for example,task manager 110,email manager 115,channel manager 120, user manager 211, and/or taskstate determination module 212 ofFIGS. 1A-1B and 2 , as described above. Processing module/unit/logic 1528 may also reside, completely or at least partially, withinmemory 1503 and/or withinprocessor 1501 during execution thereof bydata processing system 1500,memory 1503 andprocessor 1501 also constituting machine-accessible storage media. Processing module/unit/logic 1528 may further be transmitted or received over a network via network interface device 1505. - Computer-
readable storage medium 1509 may also be used to store the some software functionalities described above persistently. While computer-readable storage medium 1509 is shown in an exemplary embodiment to be a single medium, the term “computer-readable storage medium” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more sets of instructions. The terms “computer-readable storage medium” shall also be taken to include any medium that is capable of storing or encoding a set of instructions for execution by the machine and that cause the machine to perform any one or more of the methodologies of the present invention. The term “computer-readable storage medium” shall accordingly be taken to include, but not be limited to, solid-state memories, and optical and magnetic media, or any other non-transitory machine-readable medium. - Processing module/unit/
logic 1528, components and other features described herein can be implemented as discrete hardware components or integrated in the functionality of hardware components such as ASICS, FPGAs, DSPs or similar devices. In addition, processing module/unit/logic 1528 can be implemented as firmware or functional circuitry within hardware devices. Further, processing module/unit/logic 1528 can be implemented in any combination hardware devices and software components. - Note that while
system 1500 is illustrated with various components of a data processing system, it is not intended to represent any particular architecture or manner of interconnecting the components; as such details are not germane to embodiments of the present invention. It will also be appreciated that network computers, handheld computers, mobile phones, servers, and/or other data processing systems which have fewer components or perhaps more components may also be used with embodiments of the invention. - Some portions of the preceding detailed descriptions have been presented in terms of algorithms and symbolic representations of operations on data bits within a computer memory. These algorithmic descriptions and representations are the ways used by those skilled in the data processing arts to most effectively convey the substance of their work to others skilled in the art. An algorithm is here, and generally, conceived to be a self-consistent sequence of operations leading to a desired result. The operations are those requiring physical manipulations of physical quantities.
- It should be borne in mind, however, that all of these and similar terms are to be associated with the appropriate physical quantities and are merely convenient labels applied to these quantities. Unless specifically stated otherwise as apparent from the above discussion, it is appreciated that throughout the description, discussions utilizing terms such as those set forth in the claims below, refer to the action and processes of a computer system, or similar electronic computing device, that manipulates and transforms data represented as physical (electronic) quantities within the computer system's registers and memories into other data similarly represented as physical quantities within the computer system memories or registers or other such information storage, transmission or display devices.
- Embodiments of the invention also relate to an apparatus for performing the operations herein. Such a computer program is stored in a non-transitory computer readable medium. A machine-readable medium includes any mechanism for storing information in a form readable by a machine (e.g., a computer). For example, a machine-readable (e.g., computer-readable) medium includes a machine (e.g., a computer) readable storage medium (e.g., read only memory (“ROM”), random access memory (“RAM”), magnetic disk storage media, optical storage media, flash memory devices).
- The processes or methods depicted in the preceding figures may be performed by processing logic that comprises hardware (e.g. circuitry, dedicated logic, etc.), software (e.g., embodied on a non-transitory computer readable medium), or a combination of both. Although the processes or methods are described above in terms of some sequential operations, it should be appreciated that some of the operations described may be performed in a different order. Moreover, some operations may be performed in parallel rather than sequentially.
- Embodiments of the present invention are not described with reference to any particular programming language. It will be appreciated that a variety of programming languages may be used to implement the teachings of embodiments of the invention as described herein.
- In the foregoing specification, embodiments of the invention have been described with reference to specific exemplary embodiments thereof. It will be evident that various modifications may be made thereto without departing from the broader spirit and scope of the invention as set forth in the following claims. The specification and drawings are, accordingly, to be regarded in an illustrative sense rather than a restrictive sense.
Claims (21)
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Cited By (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10489388B1 (en) | 2018-05-24 | 2019-11-26 | People. ai, Inc. | Systems and methods for updating record objects of tenant systems of record based on a change to a corresponding record object of a master system of record |
US20200097913A1 (en) * | 2018-09-23 | 2020-03-26 | Microsoft Technology Licensing, Llc | Contextual User Interface Notifications |
US11113643B2 (en) * | 2020-01-03 | 2021-09-07 | International Business Machines Corporation | Notification management to a group performing a common task |
US20220035347A1 (en) * | 2017-10-02 | 2022-02-03 | Fisher-Rosemount Systems, Inc. | Projects within a process control asset management system |
US11463441B2 (en) | 2018-05-24 | 2022-10-04 | People.ai, Inc. | Systems and methods for managing the generation or deletion of record objects based on electronic activities and communication policies |
US11610145B2 (en) | 2019-06-10 | 2023-03-21 | People.ai, Inc. | Systems and methods for blast electronic activity detection |
US11720546B2 (en) | 2019-05-22 | 2023-08-08 | People.ai, Inc. | Systems and methods for determining a communication channel based on a status of a node profile determined using electronic activities |
US11924297B2 (en) | 2018-05-24 | 2024-03-05 | People.ai, Inc. | Systems and methods for generating a filtered data set |
US11934457B2 (en) | 2019-05-22 | 2024-03-19 | People.ai, Inc. | Systems and methods for maintaining confidence scores of entity associations derived from systems of record |
US12056132B2 (en) | 2020-11-05 | 2024-08-06 | People.ai, Inc. | Systems and methods for selection of a first record object for association with second record objects based on connection profiles |
US12066978B2 (en) | 2022-12-30 | 2024-08-20 | People.ai, Inc. | Systems and methods for matching record objects to electronic activities using indexing |
US12072883B2 (en) | 2020-11-05 | 2024-08-27 | People.ai, Inc. | Systems and methods for matching electronic activities with whitespace domains to record objects in a multi-tenant system |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020165739A1 (en) * | 1999-05-04 | 2002-11-07 | George V. Guyan | Method and article of manufacturing for component based information linking during claim processing |
US20050063365A1 (en) * | 2003-07-11 | 2005-03-24 | Boban Mathew | System and method for multi-tiered rule filtering |
US20070192155A1 (en) * | 2000-10-24 | 2007-08-16 | Gauger Derek K | Network based, interactive project management apparatus and method |
US20080209417A1 (en) * | 2007-02-22 | 2008-08-28 | Gabriel Jakobson | Method and system of project management and task collaboration over instant messenger |
US20080301296A1 (en) * | 2007-05-30 | 2008-12-04 | Jeremy Dwayne York | System and method for creating, tracking and analyzing tasks |
US20110029622A1 (en) * | 2009-06-24 | 2011-02-03 | Walker Jay S | Systems and methods for group communications |
US20110154338A1 (en) * | 2009-12-23 | 2011-06-23 | Oracle International Corporation | Task management using electronic mail |
US20120042003A1 (en) * | 2010-08-12 | 2012-02-16 | Raytheon Company | Command and control task manager |
US20160224939A1 (en) * | 2015-02-04 | 2016-08-04 | Broadvision, Inc. | Systems and methods for managing tasks |
Family Cites Families (74)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE69703938T3 (en) | 1996-11-22 | 2007-05-16 | (at)Road Ltd., Ipswich | RESOURCES ALLOCATION |
US7480623B1 (en) | 2000-03-25 | 2009-01-20 | The Retail Pipeline Integration Group, Inc. | Method and system for determining time-phased product sales forecasts and projected replenishment shipments for a retail store supply chain |
US7127405B1 (en) | 1999-12-30 | 2006-10-24 | Bellsouth Intellectual Property Corp. | System and method for selecting and protecting intellectual property assets |
WO2002010961A2 (en) | 2000-07-25 | 2002-02-07 | Zilliant, Inc. | System and method for product price tracking and analysis |
AU2002316262A1 (en) | 2001-06-15 | 2003-01-02 | Massachusetts Institute Of Technology | Adaptive mean estimation and normalization of data |
US20040015556A1 (en) | 2002-05-10 | 2004-01-22 | Renu Chopra | Software-based process/issue management system |
US20050038687A1 (en) | 2002-07-16 | 2005-02-17 | Galdes Frank Anthony | Business communication solutions |
US20040030992A1 (en) | 2002-08-06 | 2004-02-12 | Trandafir Moisa | System and method for management of a virtual enterprise |
US7519173B2 (en) | 2003-06-24 | 2009-04-14 | International Business Machines Corporation | Method for managing resources in a multi-channeled customer service environment |
US8005700B2 (en) | 2003-07-30 | 2011-08-23 | International Business Machines Corporation | Customer relationship management system with compliance tracking capabilities |
US7263183B1 (en) * | 2003-08-11 | 2007-08-28 | At&T Corp. | Method and system for assigning tasks to workers |
US20120150888A1 (en) | 2003-09-10 | 2012-06-14 | Geoffrey Hyatt | Method and system for relationship management and intelligent agent |
US20050114829A1 (en) | 2003-10-30 | 2005-05-26 | Microsoft Corporation | Facilitating the process of designing and developing a project |
US20050209901A1 (en) | 2004-03-18 | 2005-09-22 | Scott Miller | System and method for engineering project tracking |
US7945469B2 (en) | 2004-11-16 | 2011-05-17 | Amazon Technologies, Inc. | Providing an electronic marketplace to facilitate human performance of programmatically submitted tasks |
US7881957B1 (en) | 2004-11-16 | 2011-02-01 | Amazon Technologies, Inc. | Identifying tasks for task performers based on task subscriptions |
US8286183B2 (en) | 2005-10-22 | 2012-10-09 | Cisco Technology, Inc. | Techniques for task management using presence |
US7873534B2 (en) | 2006-02-14 | 2011-01-18 | Microsoft Corporation | Collecting CRM data for feedback |
US20070250377A1 (en) | 2006-04-05 | 2007-10-25 | Proofpoint Systems, Inc. | Performance analysis support system |
US8027861B2 (en) | 2006-06-05 | 2011-09-27 | Lee Page Brintle | Systems and methods for shared task management |
CA2657233C (en) | 2006-08-10 | 2016-06-21 | Ab Initio Software Llc | Distributing services in graph-based computations |
US7797663B2 (en) | 2007-04-04 | 2010-09-14 | Cisco Technology, Inc. | Conductive dome probes for measuring system level multi-GHZ signals |
US20080288322A1 (en) * | 2007-05-10 | 2008-11-20 | Kevin Kennedy & Associates, Inc. | Methods and systems for project management |
US8286090B2 (en) | 2007-10-22 | 2012-10-09 | General Electric Company | Systems and methods for displaying and visualizing information |
US8010394B2 (en) | 2007-11-28 | 2011-08-30 | Yahoo! Inc. | System and method to facilitate yearly inventory forecasting for network-based entities |
US8126748B2 (en) | 2008-02-25 | 2012-02-28 | Tixtrack, Inc. | Sports and concert event ticket pricing and visualization system |
US20090234686A1 (en) | 2008-03-17 | 2009-09-17 | Al Chakra | System and method for providing access control in a collaborative environment |
US8706768B2 (en) * | 2008-05-16 | 2014-04-22 | Ricoh Company, Ltd. | Managing to-do lists in task schedules in a project management system |
US20090313121A1 (en) | 2008-06-13 | 2009-12-17 | Cdmdata Inc. | System and method for marketing vehicles residing on a dealership lot |
US20100057628A1 (en) | 2008-07-31 | 2010-03-04 | Google Inc. | Modular Workflow Management |
US8254890B2 (en) | 2009-04-08 | 2012-08-28 | Research In Motion Limited | System and method for managing items in a list shared by a group of mobile devices |
US20100313009A1 (en) | 2009-06-09 | 2010-12-09 | Jacques Combet | System and method to enable tracking of consumer behavior and activity |
US20110071893A1 (en) * | 2009-09-23 | 2011-03-24 | Harshita Malhotra | system and method for interactively connecting users and third party providers to individual or aggregated to-do list task items of users within the task management system |
US8271597B2 (en) | 2009-09-30 | 2012-09-18 | Bank Of America Corporation | Intelligent derivation of email addresses |
US20110225010A1 (en) * | 2009-11-04 | 2011-09-15 | Michael Andrews | Healthcare co-management platform |
US20110264483A1 (en) | 2010-04-27 | 2011-10-27 | Hamid Reza Motahari Nezhad | Dynamic collaborative adaptation of a business activity in a business activity management system |
US20120046996A1 (en) | 2010-08-17 | 2012-02-23 | Vishal Shah | Unified data management platform |
EP2437209A1 (en) | 2010-09-30 | 2012-04-04 | Research In Motion Limited | System and method for managing electronic groups |
US20130246119A1 (en) | 2010-12-01 | 2013-09-19 | Omnivine Systems, Llc | Project ranking and management system with integrated ranking system and target marketing workflow |
US10455089B2 (en) | 2011-03-22 | 2019-10-22 | Fmr Llc | Augmented reality system for product selection |
US8645178B2 (en) | 2011-04-28 | 2014-02-04 | Accenture Global Services Limited | Task management for a plurality of team members |
US20130006986A1 (en) * | 2011-06-28 | 2013-01-03 | Microsoft Corporation | Automatic Classification of Electronic Content Into Projects |
US20130212583A1 (en) * | 2011-07-20 | 2013-08-15 | Bank Of America Corporation | Resiliency tracking for project task management |
US20130080201A1 (en) | 2011-09-23 | 2013-03-28 | Dustin Miller | System and method for tracking task data |
US20130218640A1 (en) | 2012-01-06 | 2013-08-22 | David S. Kidder | System and method for managing advertising intelligence and customer relations management data |
CN103248645B (en) | 2012-02-08 | 2018-03-16 | 深圳市腾讯计算机系统有限公司 | BT off-line datas download system and method |
US9253176B2 (en) | 2012-04-27 | 2016-02-02 | Intralinks, Inc. | Computerized method and system for managing secure content sharing in a networked secure collaborative exchange environment |
US20130318533A1 (en) | 2012-04-10 | 2013-11-28 | Alexander Aghassipour | Methods and systems for presenting and assigning tasks |
US20140012616A1 (en) | 2012-07-04 | 2014-01-09 | EHSolution.com | Systems and methods for new location task completion and enterprise-wide project initiative tracking |
US20140081685A1 (en) * | 2012-09-17 | 2014-03-20 | Salesforce.com. inc. | Computer implemented methods and apparatus for universal task management |
US10069640B2 (en) | 2012-12-05 | 2018-09-04 | Tencent Technology (Shenzhen) Company Limited | Methods and devices for adding new member to group through barcode scanning |
US9239719B1 (en) | 2013-01-23 | 2016-01-19 | Amazon Technologies, Inc. | Task management system |
US20140244351A1 (en) | 2013-02-28 | 2014-08-28 | Single Funnel Pty Ltd | Customer relationship management (crm) systems |
US10248962B2 (en) | 2013-04-08 | 2019-04-02 | Oracle International Corporation | Profitability simulator |
US20150051957A1 (en) | 2013-08-15 | 2015-02-19 | Oracle International Corporation | Measuring customer experience value |
US9665261B2 (en) | 2013-10-28 | 2017-05-30 | Salesforce.Com, Inc. | Providing a user interface for customizing state transitions of panes in a bounding window |
US20150153826A1 (en) | 2013-12-01 | 2015-06-04 | Apx Labs, Llc | Systems and methods for providing a virtual menu |
US20150178666A1 (en) | 2013-12-19 | 2015-06-25 | Brian Joseph Green | System and method for managing concurrent steps in processes and communicating step attributes to project members |
KR20150135678A (en) | 2014-05-23 | 2015-12-03 | 한국전자통신연구원 | System for online software service and method thereof |
US20150348589A1 (en) | 2014-05-28 | 2015-12-03 | Automotive Networks Corporation | Digital video showroom |
US10417225B2 (en) | 2015-09-18 | 2019-09-17 | Splunk Inc. | Entity detail monitoring console |
US20160150280A1 (en) | 2014-11-24 | 2016-05-26 | The Nielsen Company (Us), Llc. | Methods and apparatus to project ratings for future broadcasts of media |
US20160155137A1 (en) | 2014-12-01 | 2016-06-02 | International Business Machines Corporation | Demand forecasting in the presence of unobserved lost-sales |
US9811791B2 (en) * | 2014-12-23 | 2017-11-07 | Sap Se | Personalized work planning based on self-optimizing role-based crowd-sourced information |
US10068254B2 (en) | 2015-02-27 | 2018-09-04 | Toyota Motor Sales U.S.A., Inc. | Customer relationship management system |
US10877714B2 (en) | 2015-03-10 | 2020-12-29 | Zoho Corporation Private Limited | Methods and apparatus for enhancing electronic presentations |
US9395892B1 (en) | 2015-03-23 | 2016-07-19 | Dropbox, Inc. | Shared folder backed integrated workspaces |
US20160335896A1 (en) | 2015-05-14 | 2016-11-17 | Denso International America, Inc. | Vehicle Finder |
US20170193349A1 (en) | 2015-12-30 | 2017-07-06 | Microsoft Technology Licensing, Llc | Categorizationing and prioritization of managing tasks |
US9992145B2 (en) | 2016-03-18 | 2018-06-05 | International Business Machines Corporation | Email threads related to messaging content |
US20170286978A1 (en) | 2016-03-30 | 2017-10-05 | Salesforce.Com, Inc. | Identifying trending topics |
US10423922B2 (en) | 2016-06-30 | 2019-09-24 | International Business Machines Corporation | Managing cross-channel fulfillment impact within shared inventory demand systems |
US11004097B2 (en) | 2016-06-30 | 2021-05-11 | International Business Machines Corporation | Revenue prediction for a sales pipeline using optimized weights |
US20180315062A1 (en) | 2017-04-26 | 2018-11-01 | SalesWise, Inc. | Systems and methods for aggregating, analyzing, and presenting data from multiple applications |
-
2017
- 2017-08-16 US US15/679,018 patent/US20190057339A1/en not_active Abandoned
-
2021
- 2021-12-09 US US17/546,817 patent/US11501223B2/en active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20020165739A1 (en) * | 1999-05-04 | 2002-11-07 | George V. Guyan | Method and article of manufacturing for component based information linking during claim processing |
US20070192155A1 (en) * | 2000-10-24 | 2007-08-16 | Gauger Derek K | Network based, interactive project management apparatus and method |
US20050063365A1 (en) * | 2003-07-11 | 2005-03-24 | Boban Mathew | System and method for multi-tiered rule filtering |
US20080209417A1 (en) * | 2007-02-22 | 2008-08-28 | Gabriel Jakobson | Method and system of project management and task collaboration over instant messenger |
US20080301296A1 (en) * | 2007-05-30 | 2008-12-04 | Jeremy Dwayne York | System and method for creating, tracking and analyzing tasks |
US20110029622A1 (en) * | 2009-06-24 | 2011-02-03 | Walker Jay S | Systems and methods for group communications |
US20110154338A1 (en) * | 2009-12-23 | 2011-06-23 | Oracle International Corporation | Task management using electronic mail |
US20120042003A1 (en) * | 2010-08-12 | 2012-02-16 | Raytheon Company | Command and control task manager |
US20160224939A1 (en) * | 2015-02-04 | 2016-08-04 | Broadvision, Inc. | Systems and methods for managing tasks |
Cited By (100)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20220035347A1 (en) * | 2017-10-02 | 2022-02-03 | Fisher-Rosemount Systems, Inc. | Projects within a process control asset management system |
US11017004B2 (en) | 2018-05-24 | 2021-05-25 | People.ai, Inc. | Systems and methods for updating email addresses based on email generation patterns |
US10496636B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for assigning labels based on matching electronic activities to record objects |
US10489430B1 (en) | 2018-05-24 | 2019-11-26 | People.ai, Inc. | Systems and methods for matching electronic activities to record objects using feedback based match policies |
US10922345B2 (en) | 2018-05-24 | 2021-02-16 | People.ai, Inc. | Systems and methods for filtering electronic activities by parsing current and historical electronic activities |
US10489462B1 (en) | 2018-05-24 | 2019-11-26 | People.ai, Inc. | Systems and methods for updating labels assigned to electronic activities |
US20190362317A1 (en) * | 2018-05-24 | 2019-11-28 | People.ai, Inc. | Systems and methods for confirming meeting events using electronic activities |
US20190362284A1 (en) * | 2018-05-24 | 2019-11-28 | People.ai, Inc. | Systems and methods for estimating time to perform electronic activities |
US10489388B1 (en) | 2018-05-24 | 2019-11-26 | People. ai, Inc. | Systems and methods for updating record objects of tenant systems of record based on a change to a corresponding record object of a master system of record |
US10496681B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for electronic activity classification |
US10496634B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for determining a completion score of a record object from electronic activities |
US10496635B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for assigning tags to node profiles using electronic activities |
US10496688B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for inferring schedule patterns using electronic activities of node profiles |
US10498856B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods of generating an engagement profile |
US10496675B1 (en) | 2018-05-24 | 2019-12-03 | People.ai, Inc. | Systems and methods for merging tenant shadow systems of record into a master system of record |
US10505888B1 (en) | 2018-05-24 | 2019-12-10 | People.ai, Inc. | Systems and methods for classifying electronic activities based on sender and recipient information |
US10503719B1 (en) | 2018-05-24 | 2019-12-10 | People.ai, Inc. | Systems and methods for updating field-value pairs of record objects using electronic activities |
US10503783B1 (en) | 2018-05-24 | 2019-12-10 | People.ai, Inc. | Systems and methods for generating new record objects based on electronic activities |
US10504050B1 (en) | 2018-05-24 | 2019-12-10 | People.ai, Inc. | Systems and methods for managing electronic activity driven targets |
US10509786B1 (en) | 2018-05-24 | 2019-12-17 | People.ai, Inc. | Systems and methods for matching electronic activities with record objects based on entity relationships |
US10509781B1 (en) | 2018-05-24 | 2019-12-17 | People.ai, Inc. | Systems and methods for updating node profile status based on automated electronic activity |
US10516784B2 (en) | 2018-05-24 | 2019-12-24 | People.ai, Inc. | Systems and methods for classifying phone numbers based on node profile data |
US10515072B2 (en) | 2018-05-24 | 2019-12-24 | People.ai, Inc. | Systems and methods for identifying a sequence of events and participants for record objects |
US10516587B2 (en) | 2018-05-24 | 2019-12-24 | People.ai, Inc. | Systems and methods for node resolution using multiple fields with dynamically determined priorities based on field values |
US10521443B2 (en) | 2018-05-24 | 2019-12-31 | People.ai, Inc. | Systems and methods for maintaining a time series of data points |
US10528601B2 (en) | 2018-05-24 | 2020-01-07 | People.ai, Inc. | Systems and methods for linking record objects to node profiles |
US10535031B2 (en) | 2018-05-24 | 2020-01-14 | People.ai, Inc. | Systems and methods for assigning node profiles to record objects |
US10545980B2 (en) | 2018-05-24 | 2020-01-28 | People.ai, Inc. | Systems and methods for restricting generation and delivery of insights to second data source providers |
US10552932B2 (en) | 2018-05-24 | 2020-02-04 | People.ai, Inc. | Systems and methods for generating field-specific health scores for a system of record |
US10565229B2 (en) | 2018-05-24 | 2020-02-18 | People.ai, Inc. | Systems and methods for matching electronic activities directly to record objects of systems of record |
US11048740B2 (en) | 2018-05-24 | 2021-06-29 | People.ai, Inc. | Systems and methods for generating node profiles using electronic activity information |
US10599653B2 (en) | 2018-05-24 | 2020-03-24 | People.ai, Inc. | Systems and methods for linking electronic activities to node profiles |
US10649998B2 (en) | 2018-05-24 | 2020-05-12 | People.ai, Inc. | Systems and methods for determining a preferred communication channel based on determining a status of a node profile using electronic activities |
US10649999B2 (en) | 2018-05-24 | 2020-05-12 | People.ai, Inc. | Systems and methods for generating performance profiles using electronic activities matched with record objects |
US10657129B2 (en) | 2018-05-24 | 2020-05-19 | People.ai, Inc. | Systems and methods for matching electronic activities to record objects of systems of record with node profiles |
US10657130B2 (en) | 2018-05-24 | 2020-05-19 | People.ai, Inc. | Systems and methods for generating a performance profile of a node profile including field-value pairs using electronic activities |
US10657132B2 (en) * | 2018-05-24 | 2020-05-19 | People.ai, Inc. | Systems and methods for forecasting record object completions |
US10657131B2 (en) | 2018-05-24 | 2020-05-19 | People.ai, Inc. | Systems and methods for managing the use of electronic activities based on geographic location and communication history policies |
US10671612B2 (en) | 2018-05-24 | 2020-06-02 | People.ai, Inc. | Systems and methods for node deduplication based on a node merging policy |
US10678795B2 (en) | 2018-05-24 | 2020-06-09 | People.ai, Inc. | Systems and methods for updating multiple value data structures using a single electronic activity |
US10679001B2 (en) | 2018-05-24 | 2020-06-09 | People.ai, Inc. | Systems and methods for auto discovery of filters and processing electronic activities using the same |
US10678796B2 (en) | 2018-05-24 | 2020-06-09 | People.ai, Inc. | Systems and methods for matching electronic activities to record objects using feedback based match policies |
US10769151B2 (en) | 2018-05-24 | 2020-09-08 | People.ai, Inc. | Systems and methods for removing electronic activities from systems of records based on filtering policies |
US10860794B2 (en) | 2018-05-24 | 2020-12-08 | People. ai, Inc. | Systems and methods for maintaining an electronic activity derived member node network |
US10860633B2 (en) | 2018-05-24 | 2020-12-08 | People.ai, Inc. | Systems and methods for inferring a time zone of a node profile using electronic activities |
US10866980B2 (en) | 2018-05-24 | 2020-12-15 | People.ai, Inc. | Systems and methods for identifying node hierarchies and connections using electronic activities |
US10872106B2 (en) | 2018-05-24 | 2020-12-22 | People.ai, Inc. | Systems and methods for matching electronic activities directly to record objects of systems of record with node profiles |
US10878015B2 (en) | 2018-05-24 | 2020-12-29 | People.ai, Inc. | Systems and methods for generating group node profiles based on member nodes |
US10901997B2 (en) * | 2018-05-24 | 2021-01-26 | People.ai, Inc. | Systems and methods for restricting electronic activities from being linked with record objects |
US10489387B1 (en) | 2018-05-24 | 2019-11-26 | People.ai, Inc. | Systems and methods for determining the shareability of values of node profiles |
US10489457B1 (en) | 2018-05-24 | 2019-11-26 | People.ai, Inc. | Systems and methods for detecting events based on updates to node profiles from electronic activities |
US10585880B2 (en) | 2018-05-24 | 2020-03-10 | People.ai, Inc. | Systems and methods for generating confidence scores of values of fields of node profiles using electronic activities |
US11153396B2 (en) | 2018-05-24 | 2021-10-19 | People.ai, Inc. | Systems and methods for identifying a sequence of events and participants for record objects |
US11265390B2 (en) | 2018-05-24 | 2022-03-01 | People.ai, Inc. | Systems and methods for detecting events based on updates to node profiles from electronic activities |
US11265388B2 (en) | 2018-05-24 | 2022-03-01 | People.ai, Inc. | Systems and methods for updating confidence scores of labels based on subsequent electronic activities |
US11277484B2 (en) | 2018-05-24 | 2022-03-15 | People.ai, Inc. | Systems and methods for restricting generation and delivery of insights to second data source providers |
US11283888B2 (en) | 2018-05-24 | 2022-03-22 | People.ai, Inc. | Systems and methods for classifying electronic activities based on sender and recipient information |
US11283887B2 (en) | 2018-05-24 | 2022-03-22 | People.ai, Inc. | Systems and methods of generating an engagement profile |
US11343337B2 (en) | 2018-05-24 | 2022-05-24 | People.ai, Inc. | Systems and methods of determining node metrics for assigning node profiles to categories based on field-value pairs and electronic activities |
US11363121B2 (en) | 2018-05-24 | 2022-06-14 | People.ai, Inc. | Systems and methods for standardizing field-value pairs across different entities |
US11394791B2 (en) | 2018-05-24 | 2022-07-19 | People.ai, Inc. | Systems and methods for merging tenant shadow systems of record into a master system of record |
US11418626B2 (en) | 2018-05-24 | 2022-08-16 | People.ai, Inc. | Systems and methods for maintaining extracted data in a group node profile from electronic activities |
US11451638B2 (en) | 2018-05-24 | 2022-09-20 | People. ai, Inc. | Systems and methods for matching electronic activities directly to record objects of systems of record |
US11457084B2 (en) | 2018-05-24 | 2022-09-27 | People.ai, Inc. | Systems and methods for auto discovery of filters and processing electronic activities using the same |
US11463534B2 (en) | 2018-05-24 | 2022-10-04 | People.ai, Inc. | Systems and methods for generating new record objects based on electronic activities |
US11463441B2 (en) | 2018-05-24 | 2022-10-04 | People.ai, Inc. | Systems and methods for managing the generation or deletion of record objects based on electronic activities and communication policies |
US11463545B2 (en) | 2018-05-24 | 2022-10-04 | People.ai, Inc. | Systems and methods for determining a completion score of a record object from electronic activities |
US11470171B2 (en) | 2018-05-24 | 2022-10-11 | People.ai, Inc. | Systems and methods for matching electronic activities with record objects based on entity relationships |
US11470170B2 (en) | 2018-05-24 | 2022-10-11 | People.ai, Inc. | Systems and methods for determining the shareability of values of node profiles |
US11503131B2 (en) | 2018-05-24 | 2022-11-15 | People.ai, Inc. | Systems and methods for generating performance profiles of nodes |
US11563821B2 (en) | 2018-05-24 | 2023-01-24 | People.ai, Inc. | Systems and methods for restricting electronic activities from being linked with record objects |
US11641409B2 (en) | 2018-05-24 | 2023-05-02 | People.ai, Inc. | Systems and methods for removing electronic activities from systems of records based on filtering policies |
US11647091B2 (en) | 2018-05-24 | 2023-05-09 | People.ai, Inc. | Systems and methods for determining domain names of a group entity using electronic activities and systems of record |
US12074955B2 (en) | 2018-05-24 | 2024-08-27 | People.ai, Inc. | Systems and methods for matching electronic activities with record objects based on entity relationships |
US12069143B2 (en) | 2018-05-24 | 2024-08-20 | People.ai, Inc. | Systems and methods of generating an engagement profile |
US11805187B2 (en) | 2018-05-24 | 2023-10-31 | People.ai, Inc. | Systems and methods for identifying a sequence of events and participants for record objects |
US11831733B2 (en) | 2018-05-24 | 2023-11-28 | People.ai, Inc. | Systems and methods for merging tenant shadow systems of record into a master system of record |
US11876874B2 (en) | 2018-05-24 | 2024-01-16 | People.ai, Inc. | Systems and methods for filtering electronic activities by parsing current and historical electronic activities |
US11888949B2 (en) | 2018-05-24 | 2024-01-30 | People.ai, Inc. | Systems and methods of generating an engagement profile |
US11895205B2 (en) | 2018-05-24 | 2024-02-06 | People.ai, Inc. | Systems and methods for restricting generation and delivery of insights to second data source providers |
US11895208B2 (en) | 2018-05-24 | 2024-02-06 | People.ai, Inc. | Systems and methods for determining the shareability of values of node profiles |
US11895207B2 (en) | 2018-05-24 | 2024-02-06 | People.ai, Inc. | Systems and methods for determining a completion score of a record object from electronic activities |
US11909837B2 (en) | 2018-05-24 | 2024-02-20 | People.ai, Inc. | Systems and methods for auto discovery of filters and processing electronic activities using the same |
US11909836B2 (en) | 2018-05-24 | 2024-02-20 | People.ai, Inc. | Systems and methods for updating confidence scores of labels based on subsequent electronic activities |
US11909834B2 (en) | 2018-05-24 | 2024-02-20 | People.ai, Inc. | Systems and methods for generating a master group node graph from systems of record |
US11924297B2 (en) | 2018-05-24 | 2024-03-05 | People.ai, Inc. | Systems and methods for generating a filtered data set |
US11930086B2 (en) | 2018-05-24 | 2024-03-12 | People.ai, Inc. | Systems and methods for maintaining an electronic activity derived member node network |
US12069142B2 (en) | 2018-05-24 | 2024-08-20 | People.ai, Inc. | Systems and methods for detecting events based on updates to node profiles from electronic activities |
US11949751B2 (en) | 2018-05-24 | 2024-04-02 | People.ai, Inc. | Systems and methods for restricting electronic activities from being linked with record objects |
US11949682B2 (en) | 2018-05-24 | 2024-04-02 | People.ai, Inc. | Systems and methods for managing the generation or deletion of record objects based on electronic activities and communication policies |
US11979468B2 (en) | 2018-05-24 | 2024-05-07 | People.ai, Inc. | Systems and methods for detecting events based on updates to node profiles from electronic activities |
US12010190B2 (en) | 2018-05-24 | 2024-06-11 | People.ai, Inc. | Systems and methods for generating node profiles using electronic activity information |
US20200097913A1 (en) * | 2018-09-23 | 2020-03-26 | Microsoft Technology Licensing, Llc | Contextual User Interface Notifications |
US11934457B2 (en) | 2019-05-22 | 2024-03-19 | People.ai, Inc. | Systems and methods for maintaining confidence scores of entity associations derived from systems of record |
US11720546B2 (en) | 2019-05-22 | 2023-08-08 | People.ai, Inc. | Systems and methods for determining a communication channel based on a status of a node profile determined using electronic activities |
US11610145B2 (en) | 2019-06-10 | 2023-03-21 | People.ai, Inc. | Systems and methods for blast electronic activity detection |
US11113643B2 (en) * | 2020-01-03 | 2021-09-07 | International Business Machines Corporation | Notification management to a group performing a common task |
US12056132B2 (en) | 2020-11-05 | 2024-08-06 | People.ai, Inc. | Systems and methods for selection of a first record object for association with second record objects based on connection profiles |
US12072883B2 (en) | 2020-11-05 | 2024-08-27 | People.ai, Inc. | Systems and methods for matching electronic activities with whitespace domains to record objects in a multi-tenant system |
US12066978B2 (en) | 2022-12-30 | 2024-08-20 | People.ai, Inc. | Systems and methods for matching record objects to electronic activities using indexing |
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