CN114691731A - Usage preference determination method and apparatus, storage medium, and electronic apparatus - Google Patents
Usage preference determination method and apparatus, storage medium, and electronic apparatus Download PDFInfo
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Abstract
The application discloses a method and a device for determining use preference, a storage medium and an electronic device, and relates to the technical field of smart families, wherein the method comprises the following steps: acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located; determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the time length of the household appliance; the first behavior information and the first environment information are analyzed, and the first use preference of the target object for the household appliance is determined.
Description
Technical Field
The invention relates to the technical field of smart homes, in particular to a method and a device for determining use preference, a storage medium and an electronic device.
Background
With the development of society and the improvement of material conditions, and fast-paced life. Various intelligent devices appear in the process of providing high-quality life for people, and the control and the operation of the people are facilitated. However, in such a ubiquitous home appliance environment, different devices have different functions. The utilization rate of thing networking device is higher and higher, and the user group's that uses grow year by year, and the equipment of which kind of brand is better, and the equipment of which kind of brand more presses close to user's custom, and that will receive liking of user, under the prerequisite that possesses the same function, can provide higher additional service for the user, just can receive user favor, but among the prior art, can't carry out the analysis to user's use custom, preference etc..
Aiming at the problem that the use habits, preferences and the like of users cannot be analyzed in the related technology, an effective solution is not provided yet.
Disclosure of Invention
The embodiment of the invention provides a method and a device for determining use preference, a storage medium and an electronic device, which are used for at least solving the problem that the use habits, the preference and the like of a user cannot be analyzed in the related art.
According to an embodiment of the present invention, there is provided a usage preference determination method including: acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located; determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; and analyzing the first behavior information and the first environment information to determine a first use preference of the target object for the household appliance.
In an exemplary embodiment, the obtaining of the first environment information of the first area corresponding to the home device includes at least one of: under the condition that an environment detection device exists in a first area corresponding to the household appliance, acquiring the first environment information through the environment detection device; under the condition that information interaction equipment exists in a first area corresponding to the household appliance equipment, acquiring input information sent by the target object through a first client through the information interaction equipment, and acquiring first environment information according to the input information; and under the condition of receiving response information sent by a search server, acquiring the first environment information according to the response information, wherein the response information is information of responding to received request information by the search server, and the request information is used for requesting the search server to acquire the first environment information of the first area.
In an exemplary embodiment, determining first behavior information of the target object when using the home device according to the state data of the home device includes: determining whether abnormal data exists in the state data; deleting the abnormal data under the condition that the abnormal data exists in the state data to obtain the processed state data; and analyzing the processed state data to determine first behavior information of the target object when the target object uses the household appliance.
In an exemplary embodiment, after determining the first usage preference of the target object for the home device, the method further comprises: detecting whether the target object is located in a first area corresponding to the household appliance; under the condition that the target object is detected to be located in a first area corresponding to the household appliance, acquiring second environment information of the first area corresponding to the household appliance and first use preference of the target object for the household appliance; and determining a first control instruction for controlling the household appliance according to the first use preference and the second environment information.
In an exemplary embodiment, after determining a first control instruction for controlling the home device according to the first usage preference and the second environment information, the method further comprises: sending inquiry information to terminal equipment corresponding to the target object, wherein the inquiry information is used for inquiring whether the target object sends the first control instruction to the household appliance equipment; and receiving response information sent by the target object through the terminal equipment, wherein the response information is used for adjusting the first use preference of the target object according to second behavior information corresponding to the response information under the condition that the response information indicates that the first control instruction is not sent to the household appliance.
In an exemplary embodiment, adjusting the first usage preference of the target object according to the second behavior information corresponding to the response information includes: determining a first time corresponding to the first behavior information and a second time corresponding to the second behavior information; calculating a first time length of the first time and the current time and a second time length of the second time and the current time; determining a first weight corresponding to the first behavior information and a second weight corresponding to the second behavior information according to the corresponding relation between the duration and the weight; adjusting a first usage preference of the target object according to the first weight and the second weight.
In an exemplary embodiment, before acquiring the status data of the home device, the method further includes: determining whether the target object is a first use of the home device; under the condition that the target object uses the household appliance for the first time, acquiring first basic information of the target object, wherein the first basic information at least comprises one of the following information: age, sex, place of residence; determining second basic information with the similarity of the first basic information of the target object being larger than a preset threshold value in a database, and determining second use preference corresponding to the second basic information; and determining a second control instruction for controlling the household appliance according to the second use preference.
According to another embodiment of the present invention, there is also provided a usage preference determination apparatus including: the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located; a first determining module, configured to determine first behavior information of a target object when the home appliance is used according to the state data of the home appliance, where the first behavior information at least includes: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; and the second determining module is used for analyzing the first behavior information and the first environment information and determining the first use preference of the target object for the household appliance.
According to still another aspect of the embodiments of the present invention, there is also provided a computer-readable storage medium having a computer program stored therein, wherein the computer program is configured to execute the above-mentioned usage preference determining method when executed.
According to another aspect of the embodiments of the present invention, there is also provided an electronic apparatus, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the method for determining the usage preference through the computer program.
In the embodiment of the invention, state data of household electrical appliances are obtained, and first environment information of a first area where the household electrical appliances are located is obtained; determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; analyzing the first behavior information and the first environment information, and determining a first use preference of the target object for the household appliance; by adopting the technical scheme, the problem that the use habits, the preferences and the like of the user cannot be analyzed is solved, and the use preferences of the user are analyzed and confirmed, so that more intelligent setting and more personalized preferences are achieved, and the following intelligent control of the user is met.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and together with the description, serve to explain the principles of the application.
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious for those skilled in the art to obtain other drawings without inventive exercise.
Fig. 1 is a schematic diagram of a hardware environment of an interaction method of a smart device according to an embodiment of the present application;
FIG. 2 is a flow chart of a method of usage preference determination according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of a usage preference determination method according to an embodiment of the present invention;
fig. 4 is a block diagram (one) of a configuration of a usage preference determination apparatus according to an embodiment of the present invention;
fig. 5 is a block diagram (ii) of a configuration of a usage preference determination apparatus according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions better understood by those skilled in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only partial embodiments of the present application, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
According to one aspect of the embodiment of the application, an interaction method of intelligent equipment is provided. The interaction method of the intelligent Home equipment is widely applied to full-House intelligent digital control application scenes such as intelligent homes (Smart Home), intelligent homes, intelligent Home equipment ecology, intelligent House (Intelligent House) ecology and the like. Optionally, in this embodiment, the interaction method of the smart home device may be applied to a hardware environment formed by the terminal device 102 and the server 104 as shown in fig. 1. As shown in fig. 1, the server 104 is connected to the terminal device 102 through a network, and may be configured to provide a service (e.g., an application service) for the terminal or a client installed on the terminal, set a database on the server or independent of the server, and provide a data storage service for the server 104, and configure a cloud computing and/or edge computing service on the server or independent of the server, and provide a data operation service for the server 104.
The network may include, but is not limited to, at least one of: wired networks, wireless networks. The wired network may include, but is not limited to, at least one of: wide area networks, metropolitan area networks, local area networks, which may include, but are not limited to, at least one of the following: WIFI (Wireless Fidelity), bluetooth. Terminal equipment 102 can be but not limited to be PC, the cell-phone, the panel computer, intelligent air conditioner, intelligent cigarette machine, intelligent refrigerator, intelligent oven, intelligent kitchen range, intelligent washing machine, intelligent water heater, intelligent washing equipment, intelligent dish washer, intelligent projection equipment, intelligent TV, intelligent clothes hanger, intelligent (window) curtain, intelligence audio-visual, smart jack, intelligent stereo set, intelligent audio amplifier, intelligent new trend equipment, intelligent kitchen guarding equipment, intelligent bathroom equipment, intelligence robot of sweeping the floor, intelligence robot of wiping the window, intelligence robot of mopping the ground, intelligent air purification equipment, intelligent steam ager, intelligent microwave oven, intelligent kitchen is precious, intelligent clarifier, intelligent water dispenser, intelligent lock etc..
In the present embodiment, a method for determining usage preference is provided, and fig. 2 is a flowchart of a method for determining usage preference according to an embodiment of the present invention, where the flowchart includes the following steps:
step S202, acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located;
for example, the household appliance may be a smart home appliance in a home internet of things, such as a refrigerator, an air conditioner, a washing machine, and the like.
Step S204, determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the time length of the household appliance;
step S206, analyzing the first behavior information and the first environment information, and determining a first usage preference of the target object for the home appliance device.
Through the steps, state data of the household appliance are obtained, and first environment information of a first area where the household appliance is located is obtained; determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; the first behavior information and the first environment information are analyzed to determine the first use preference of the target object for the household appliance, so that the problem that the use habits, the preference and the like of the user cannot be analyzed in the related technology is solved, and further, the use preference of the user is analyzed and confirmed in the embodiment of the invention, so that more intelligent setting and more personalized preference are achieved, and the following intelligent control of the user is met.
In an exemplary embodiment, the obtaining of the first environment information of the first area corresponding to the home device includes at least one of: under the condition that an environment detection device exists in a first area corresponding to the household appliance, acquiring the first environment information through the environment detection device; under the condition that information interaction equipment exists in a first area corresponding to the household appliance equipment, acquiring input information sent by the target object through a first client through the information interaction equipment, and acquiring first environment information according to the input information; and under the condition of receiving response information sent by a search server, acquiring the first environment information according to the response information, wherein the response information is information of responding to received request information by the search server, and the request information is used for requesting the search server to acquire the first environment information of the first area.
That is, the first environment information of the first area may be acquired through the environment detection apparatus, the information interaction device, and the search server, wherein the first environment information includes, but is not limited to: air quality, water quality preference, temperature, and season; specifically, the method comprises the following steps: 1) directly acquiring first environment information through an environment detection device; 2) determining first environment information through input information of a user; 3) and sending request information to a search server, and determining first environment information according to response information of the search server.
In an exemplary embodiment, determining first behavior information of the target object when using the home device according to the state data of the home device includes: determining whether abnormal data exists in the state data; deleting the abnormal data under the condition that the abnormal data exists in the state data to obtain the processed state data; and analyzing the processed state data to determine first behavior information of the target object when the target object uses the household appliance.
That is, when the state data of the home appliance is acquired, whether the state data is abnormal or not is detected, and when the state data is detected to be abnormal, the abnormal data is deleted to determine the first behavior information of the target object when the home appliance is used according to the processed state data. For example, the home device uploads status data to the server: the household appliance is started up at nine am, the temperature of the household appliance is 23 ℃, and therefore the household appliance can be started up to the target object at nine am, and the temperature of the household appliance is adjusted to 23 ℃.
In an exemplary embodiment, after determining a first usage preference of the target object for the home device, detecting whether the target object is located in a first area corresponding to the home device; under the condition that the target object is detected to be located in a first area corresponding to the household appliance, acquiring second environment information of the first area corresponding to the household appliance and first use preference of the target object for the household appliance; and determining a first control instruction for controlling the household appliance according to the first use preference and the second environment information.
It should be noted that, whether the target object is located in the first area corresponding to the home appliance is determined by: 1) determining whether the target object is located in a first area corresponding to the household appliance or not through the image acquired by the image acquisition device; 2) determining whether a target object is located in a first area corresponding to the household appliance through an infrared sensor; 3) and determining whether the target object is located in a first area corresponding to the household appliance through the photoelectric sensor.
In an exemplary embodiment, after determining a first control instruction for controlling the home device according to the first usage preference and the second environment information, sending query information to a terminal device corresponding to the target object, where the query information is used to query whether the target object sends the first control instruction to the home device; receiving response information sent by the target object through the terminal equipment; and under the condition that the response information is used for indicating that the first control instruction is not sent to the household appliance, adjusting the first use preference of the target object according to second behavior information corresponding to the response information.
Specifically, the terminal device of the target object sends inquiry information, receives response information sent by the target object through the terminal device, and adjusts the first use preference of the target object according to the received response information.
In an exemplary embodiment, adjusting the first usage preference of the target object according to the second behavior information corresponding to the response information includes: determining first time corresponding to first behavior information and second time corresponding to second behavior information; calculating a first duration of the first time and the current time and a second duration of the second time and the current time; determining a first weight corresponding to the first behavior information and a second weight corresponding to the second behavior information according to the corresponding relation between the duration and the weight; adjusting a first usage preference of the target object according to the first weight and the second weight.
That is, the weight of the behavior information is determined according to the length of the execution time of the behavior information, and the longer the execution time of the behavior information is, the lower the weight of the behavior information is; specifically, when second behavior information of a target object is received, a first weight corresponding to the first behavior information and a second weight corresponding to the second behavior information are determined, and a first usage preference of the target object is adjusted according to the first weight and the second weight.
In one exemplary embodiment, before acquiring the state data of the home device, determining whether the target object is the first use of the home device; under the condition that the target object uses the household appliance for the first time, acquiring first basic information of the target object, wherein the first basic information at least comprises one of the following information: age, sex, place of residence; determining second basic information with the similarity of the first basic information of the target object being larger than a preset threshold value in a database, and determining second use preference corresponding to the second basic information; and determining a second control instruction for controlling the household appliance according to the second use preference.
That is, in the case of using the home appliance for the first time, since there is no use preference, a second use preference corresponding to a second target object like age, sex, place of residence is determined by acquiring age, sex, place of residence of the target object, and a second control instruction for controlling the home appliance is determined according to the second use preference.
For example, in the case where the target object is a 30-year-old male in beijing, the second usage preference of other 30-year-old males in beijing is acquired through big data, and the second control instruction to control the home appliance is determined according to the second usage preference.
In order to better understand the process of the above method for determining the usage preference, the following describes a flow of the method for determining the usage preference with reference to an alternative embodiment, but the flow is not limited to the technical solution of the embodiment of the present invention.
In this embodiment, a method for determining a usage preference is provided, and fig. 3 is a schematic diagram of a method for determining a usage preference according to an embodiment of the present invention, as shown in fig. 3, specifically as follows:
1. the behavior of the user occurs at the smart device terminal. Generating corresponding equipment state data, accessing the equipment state data to a cloud platform, and landing the equipment state data to an hdf platform;
2. and (3) carrying out data processing on the equipment state data:
a) extracting data of normal operation equipment of a user;
b) calculating the number of times, duration, functions and the like of each device;
3. calculating equipment use preference, equipment use preference based on preference of air quality and water quality, and equipment use preference based on region and season;
4. equipment use preference based on air quality, water quality preference, region and season;
5. pushing the cleaned data to the ground to the hdf platform and kafka;
6. the short message sending platform pulls a user list and sends a message to the terminal;
a) a message of the message bar;
b) a pop-up message;
c) a message of a message center;
6. the user selects the intelligent operation more suitable for the user according to the message.
Under the condition of increasing intelligent equipment requirements, people want to make intelligent control and operation of equipment more intelligent and simpler, but because each family of each user uses the same equipment and has different habit preferences, the user preference needs to be analyzed and confirmed, so that more intelligent setting and more personalized preference are achieved. Thereby satisfying the intelligent control behind the user.
According to the embodiment of the invention, the state data of the household appliance is acquired, and the first environment information of the first area where the household appliance is located is acquired; determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; the first behavior information and the first environment information are analyzed, the first use preference of the target object for the household appliance is determined, and the problem that the use habits, the preference and the like of the user cannot be analyzed in the related technology is solved.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (such as a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present invention.
In this embodiment, a device for determining a usage preference is further provided, and the device for determining a usage preference is used to implement the foregoing embodiments and preferred embodiments, which have already been described and will not be described again. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
Fig. 4 is a block diagram (one) of a configuration of a usage preference determination apparatus according to an embodiment of the present invention; as shown in fig. 4, includes:
the acquiring module 42 is configured to acquire state data of a home appliance and acquire first environment information of a first area where the home appliance is located;
a first determining module 44, configured to determine first behavior information of a target object when the home appliance is used according to the status data of the home appliance, where the first behavior information at least includes: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance;
a second determining module 46, configured to analyze the first behavior information and the first environment information, and determine a first usage preference of the target object for the home appliance device.
The method comprises the steps of acquiring state data of the household appliance and acquiring first environment information of a first area where the household appliance is located through the device; determining first behavior information of a target object when the home appliance is used according to the state data of the home appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance; the first behavior information and the first environment information are analyzed, the first use preference of the target object for the household appliance is determined, and the problem that the use habits, the preference and the like of the user cannot be analyzed in the related technology is solved.
In an exemplary embodiment, the obtaining module 42 is configured to at least one of: under the condition that an environment detection device exists in a first area corresponding to the household appliance, acquiring the first environment information through the environment detection device; under the condition that information interaction equipment exists in a first area corresponding to the household appliance equipment, acquiring input information sent by the target object through a first client through the information interaction equipment, and acquiring first environment information according to the input information; and under the condition of receiving response information sent by a search server, acquiring the first environment information according to the response information, wherein the response information is information of responding to received request information by the search server, and the request information is used for requesting the search server to acquire the first environment information of the first area.
In an exemplary embodiment, the first determining module 44 is configured to determine whether abnormal data exists in the status data; deleting the abnormal data under the condition that the abnormal data exists in the state data to obtain the processed state data; and analyzing the processed state data to determine first behavior information of the target object when the target object uses the household appliance.
In an exemplary embodiment, the second determining module is configured to detect whether the target object is located in a first area corresponding to the home device; under the condition that the target object is detected to be located in a first area corresponding to the household appliance, acquiring second environment information of the first area corresponding to the household appliance and first use preference of the target object for the household appliance; and determining a first control instruction for controlling the household appliance according to the first use preference and the second environment information.
In an exemplary embodiment, fig. 5 is a block diagram of a structure of a usage preference determination apparatus according to an embodiment of the present invention (ii); as shown in fig. 5, the above apparatus further includes: the adjusting module 52 is configured to send query information to a terminal device corresponding to the target object, where the query information is used to inquire whether the target object sends the first control instruction to the home appliance device; and receiving response information sent by the target object through the terminal equipment, wherein the response information is used for adjusting the first use preference of the target object according to second behavior information corresponding to the response information under the condition that the response information indicates that the first control instruction is not sent to the household appliance.
In an exemplary embodiment, the adjusting module 52 is configured to determine a first time corresponding to the first behavior information and a second time corresponding to the second behavior information; calculating a first duration of the first time and the current time and a second duration of the second time and the current time; determining a first weight corresponding to the first behavior information and a second weight corresponding to the second behavior information according to the corresponding relation between the duration and the weight; adjusting a first usage preference of the target object according to the first weight and the second weight.
In an exemplary embodiment, the second determining module is further configured to determine whether the target object is a first use of the home device; under the condition that the target object uses the household appliance for the first time, acquiring first basic information of the target object, wherein the first basic information at least comprises one of the following information: age, sex, place of residence; determining second basic information with the similarity of the first basic information of the target object being larger than a preset threshold value in a database, and determining second use preference corresponding to the second basic information; and determining a second control instruction for controlling the household appliance according to the second use preference.
An embodiment of the present invention further provides a storage medium including a stored program, wherein the program executes any one of the methods described above.
Alternatively, in the present embodiment, the storage medium may be configured to store program codes for performing the following steps:
s1, acquiring state data of the household appliance and acquiring first environment information of a first area where the household appliance is located;
s2, determining first behavior information of the target object when the home appliance is used according to the status data of the home appliance, wherein the first behavior information at least includes: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance;
s3, analyzing the first behavior information and the first environment information, and determining a first usage preference of the target object for the home appliance device.
Embodiments of the present invention also provide an electronic device comprising a memory having a computer program stored therein and a processor arranged to run the computer program to perform the steps of any of the above method embodiments.
Optionally, the electronic apparatus may further include a transmission device and an input/output device, wherein the transmission device is connected to the processor, and the input/output device is connected to the processor.
Optionally, in this embodiment, the processor may be configured to execute the following steps by a computer program:
s1, acquiring state data of the household appliance and acquiring first environment information of a first area where the household appliance is located;
s2, determining first behavior information of the target object when the home appliance is used according to the status data of the home appliance, wherein the first behavior information at least includes: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance;
s3, analyzing the first behavior information and the first environment information, and determining a first usage preference of the target object for the home appliance device.
Optionally, in this embodiment, the storage medium may include, but is not limited to: various media capable of storing program codes, such as a usb disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation manners, and this embodiment is not described herein again.
It will be apparent to those skilled in the art that the modules or steps of the present invention described above may be implemented by a general purpose computing device, they may be centralized in a single computing device or distributed across a network of multiple computing devices, and alternatively, they may be implemented by program code executable by a computing device, such that they may be stored in a memory device and executed by a computing device, and in some cases, the steps shown or described may be executed out of order, or separately as individual integrated circuit modules, or multiple modules or steps thereof may be implemented as a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The foregoing is only a preferred embodiment of the present application and it should be noted that those skilled in the art can make several improvements and modifications without departing from the principle of the present application, and these improvements and modifications should also be considered as the protection scope of the present application.
Claims (10)
1. A method for usage preference determination, comprising:
acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located;
determining first behavior information of a target object when the household appliance is used according to the state data of the household appliance, wherein the first behavior information at least comprises: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance;
and analyzing the first behavior information and the first environment information to determine a first use preference of the target object for the household appliance device.
2. The method of claim 1, wherein obtaining the first environment information of the first area corresponding to the home device comprises at least one of:
under the condition that an environment detection device exists in a first area corresponding to the household appliance, acquiring the first environment information through the environment detection device;
under the condition that information interaction equipment exists in a first area corresponding to the household appliance equipment, acquiring input information sent by the target object through a first client through the information interaction equipment, and acquiring first environment information according to the input information;
and under the condition of receiving response information sent by a search server, acquiring the first environment information according to the response information, wherein the response information is information of responding to received request information by the search server, and the request information is used for requesting the search server to acquire the first environment information of the first area.
3. The method of claim 1, wherein determining first behavior information of the target object using the home device based on the state data of the home device comprises:
determining whether abnormal data exists in the state data;
deleting the abnormal data under the condition that the abnormal data exists in the state data to obtain the processed state data;
and analyzing the processed state data to determine first behavior information of the target object when the target object uses the household appliance.
4. The method of claim 1, wherein after determining the first usage preference of the target object for the home device, the method further comprises:
detecting whether the target object is located in a first area corresponding to the household appliance;
under the condition that the target object is detected to be located in a first area corresponding to the household appliance, acquiring second environment information of the first area corresponding to the household appliance and first use preference of the target object for the household appliance;
and determining a first control instruction for controlling the household appliance according to the first use preference and the second environment information.
5. The method of claim 4, wherein after determining a first control command to control the home device based on the first usage preference and the second environment information, the method further comprises:
sending inquiry information to terminal equipment corresponding to the target object, wherein the inquiry information is used for inquiring whether the target object sends the first control instruction to the household appliance equipment;
and receiving response information sent by the target object through the terminal equipment, wherein the response information is used for adjusting the first use preference of the target object according to second behavior information corresponding to the response information under the condition that the response information indicates that the first control instruction is not sent to the household appliance.
6. The method of claim 5, wherein adjusting the first usage preference of the target object according to the second behavior information corresponding to the response information comprises:
determining first time corresponding to first behavior information and second time corresponding to second behavior information;
calculating a first duration of the first time and the current time and a second duration of the second time and the current time;
determining a first weight corresponding to the first behavior information and a second weight corresponding to the second behavior information according to the corresponding relation between the duration and the weight;
adjusting a first usage preference of the target object according to the first weight and the second weight.
7. The method of claim 1, wherein prior to obtaining the status data of the home device, the method further comprises:
determining whether the target object is a first use of the home device;
under the condition that the target object uses the household appliance for the first time, acquiring first basic information of the target object, wherein the first basic information at least comprises one of the following information: age, sex, place of residence;
determining second basic information with the similarity of the first basic information of the target object being larger than a preset threshold value in a database, and determining second use preference corresponding to the second basic information;
and determining a second control instruction for controlling the household appliance according to the second use preference.
8. A usage preference determination apparatus, comprising:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring state data of household electrical appliances and acquiring first environment information of a first area where the household electrical appliances are located;
a first determining module, configured to determine first behavior information of a target object when the home appliance is used according to the state data of the home appliance, where the first behavior information at least includes: the target object controls a first operation executed by the household appliance, and the target object uses the duration of the household appliance;
and the second determining module is used for analyzing the first behavior information and the first environment information and determining the first use preference of the target object for the household appliance.
9. A computer-readable storage medium, comprising a stored program, wherein the program is operable to perform the method of any one of claims 1 to 7.
10. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method of any of claims 1 to 7 by means of the computer program.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2024021546A1 (en) * | 2022-07-29 | 2024-02-01 | 青岛海尔科技有限公司 | Behavior preference table generation method and apparatus, storage medium and electronic apparatus |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2024021546A1 (en) * | 2022-07-29 | 2024-02-01 | 青岛海尔科技有限公司 | Behavior preference table generation method and apparatus, storage medium and electronic apparatus |
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