JP7201783B1 - Information processing device and information processing method - Google Patents

Abstract

An object of the present invention is to analyze user information for each facility. A reception unit that receives designation of an analysis area and an analysis date and time zone, position information indicating the position of each user terminal in an area that includes the analysis area and a date and time zone that includes the analysis date and time zone, and the date and time when each position information was acquired a user terminal location data acquisition unit that acquires user terminal location data including date and time information indicating the location of each facility in the analysis area and a facility identification data acquisition unit that acquires facility identification data including information that identifies the facility; A target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data, and location information obtained for each of the multiple target facilities during the analysis date and time based on the user terminal location data. and a user information output unit for outputting user information relating to a target user terminal whose position shown in is included in a predetermined range corresponding to the target facility in association with the target facility. [Selection drawing] Fig. 2

Description

The present invention relates to an information processing device and an information processing method.

Conventionally, there is known a technique for providing an analysis requester with information in which position information of terminals of a plurality of users staying in an area and user attributes are associated with each other (see, for example, Patent Document 1). The technology described in Patent Literature 1 provides analysis results of the attributes of multiple users staying in an area designated by an analysis client.

Japanese Patent No. 6918161

The technique described in Patent Literature 1 can specify and analyze the number of users who "live" in an area specified by an analysis requester for each user attribute. However, there is a problem that it is difficult to specify and analyze the number of users, such as workers and users, for each attribute of each facility such as a building or shopping center existing in an area designated by the analysis requester.

The present invention has been made in consideration of such circumstances, and its object is to analyze user information for each facility.

One aspect of the present invention includes a reception unit that receives designation of an analysis area to be analyzed and an analysis date and time period; and date and time information indicating the date and time when each position information was acquired; and facility identification data including information for identifying the location and facility of each facility in the analysis area. a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility specification data; and based on the user terminal position data, A user who outputs, for each of the plurality of target facilities, user information relating to the target user terminal whose position indicated by the position information acquired during the analysis date and time is within a predetermined range corresponding to the target facility, in association with the target facility. an information output unit, wherein the user information output unit determines whether or not the target user terminal has stayed for each of the plurality of target facilities, and outputs only user information related to the target user terminal that has stayed. and the user information output unit determines the target facility with the longest stay time for the target user terminal that has stayed at a plurality of target facilities, and outputs only the target facility with the longest stay time as the user information output target. It is an information processing device.
One aspect of the present invention includes a reception unit that receives designation of an analysis area to be analyzed and an analysis date and time period; and date and time information indicating the date and time when each position information was acquired; and facility identification data including information for identifying the location and facility of each facility in the analysis area. a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility specification data; and based on the user terminal position data, A user who outputs, for each of the plurality of target facilities, user information relating to the target user terminal whose position indicated by the position information acquired during the analysis date and time is within a predetermined range corresponding to the target facility, in association with the target facility. and an information output unit, wherein the user information output unit determines whether the target user terminal has also stayed in a time zone other than the analysis date and time zone for each of the plurality of target facilities, and determines whether the target user terminal has stayed in the analysis time zone. The information processing apparatus excludes user information related to the target user terminal who stayed in a time zone other than the target user terminal from output targets.
One aspect of the present invention includes a reception unit that receives designation of an analysis area to be analyzed and an analysis date and time period; and date and time information indicating the date and time when each position information was acquired; and facility identification data including information for identifying the location and facility of each facility in the analysis area. a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility specification data; and based on the user terminal position data, A user who outputs, for each of the plurality of target facilities, user information relating to the target user terminal whose position indicated by the position information acquired during the analysis date and time is within a predetermined range corresponding to the target facility, in association with the target facility. and an information output unit, wherein the reception unit receives designation of a facility type as an analysis narrowing condition, and the user information output unit outputs only the target facility corresponding to the facility type of the analysis narrowing condition to the target user. An information processing device that outputs user information about a terminal in association with a target facility.
One aspect of the present invention includes a reception unit that receives designation of an analysis area to be analyzed and an analysis date and time period; and date and time information indicating the date and time when each position information was acquired; and facility identification data including information for identifying the location and facility of each facility in the analysis area. a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility specification data; and based on the user terminal position data, A user who outputs, for each of the plurality of target facilities, user information relating to the target user terminal whose position indicated by the position information acquired during the analysis date and time is within a predetermined range corresponding to the target facility, in association with the target facility. an information output unit, wherein the reception unit receives designation of a visit aggregation period, and the user information output unit aggregates the number of visits made by the target user terminal during the visit aggregation period for each of the plurality of target facilities. and outputs the number of visits in association with the target facility.
In one aspect of the present invention, in the information processing device described above, the user information output unit aggregates visit intervals at which the target user terminal visits during a visit aggregation period for each of the plurality of target facilities, and calculates the visit intervals as the target facility. It is an information processing device that outputs in association with .
In one aspect of the present invention, in the above information processing apparatus, the user information output unit identifies, as a repeater, the target user terminal that has visited a predetermined number of times or more during a visit counting period for each of the plurality of target facilities, An information processing apparatus that calculates the details of the user attributes of repeaters for specified repeaters, and outputs repeater information indicating the details of the user attributes of repeaters in association with target facilities.
One aspect of the present invention includes a reception unit that receives designation of an analysis area to be analyzed and an analysis date and time period; and date and time information indicating the date and time when each position information was acquired; and facility identification data including information for identifying the location and facility of each facility in the analysis area. a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility specification data; and based on the user terminal position data, A user who outputs, for each of the plurality of target facilities, user information relating to the target user terminal whose position indicated by the position information acquired during the analysis date and time is within a predetermined range corresponding to the target facility, in association with the target facility. and an information output unit, wherein the reception unit receives specification of a range of visit days as an analysis narrowing condition, and the user information output unit outputs information about the target user terminal for each of the plurality of target facilities in the analysis date and time zone. Calculate the number of days visited, total the number of target user terminals whose number of days visited is within the range of the number of days visited in the analysis narrowing down condition, and use the totaled result as the number of users narrowed down by the number of days visited Target facility It is an information processing device that outputs in association with .
In one aspect of the present invention, in the above information processing apparatus, the user information output unit totals the number of target user terminals for each of the plurality of target facilities, and includes the total as the number of users in the user information. , is an information processing device.
In one aspect of the present invention, in the above information processing apparatus, the user information output unit acquires the user attribute information of the target user terminal for each of the plurality of target facilities, and obtains the user attribute information of the target user terminal or It is an information processing apparatus which includes the analysis result of user attribute information in the said user information.
In one aspect of the present invention, in the above information processing apparatus, the user information output unit acquires movement history information of the target user terminal for each of the plurality of target facilities, and obtains movement history information of the target user terminal or The information processing apparatus includes an analysis result of movement history information in the user information.
According to one aspect of the present invention, in the information processing apparatus described above, the user information output unit determines whether the target user terminal has stayed at each of the plurality of target facilities, and determines whether the target user terminal has stayed at each of the plurality of target facilities. and totaling the number of target user terminals, and including each total value in the user information as a resident population for each hour.
According to one aspect of the present invention, in the information processing apparatus described above, the user information output unit determines whether the target user terminal has stayed at each of the plurality of target facilities, and determines whether the target user terminal has stayed at each of the plurality of target facilities. In the information processing apparatus, the number of target user terminals is totaled, and information indicating changes in each total value is included in the user information as resident population change information for each hour.
In one aspect of the present invention, in the above information processing apparatus, the reception unit receives designation of a date segment as an analysis narrowing condition, and the user information output unit selects the plurality of target facilities for the date segment of the analysis narrowing condition. It is an information processing device that outputs user information related to the target user terminal each time in association with the target facility.

One aspect of the present invention is an information processing method executed by an information processing device, comprising: a user terminal location data acquisition step of acquiring user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the date and time zone including each facility in the analysis area a facility identification data obtaining step of obtaining facility identification data including information identifying the location and facility of the target facility of selecting a plurality of target facilities from among the facilities located in the analysis area based on the facility identification data a selecting step, based on the user terminal position data, for each of the plurality of target facilities, the position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility; and a user information output step of outputting user information in association with a target facility, wherein the user information output step determines whether the target user terminal has stayed for each of the plurality of target facilities, and determines whether the target user terminal has stayed. The user information outputting step determines the target facility with the longest stay time for the target user terminal staying at a plurality of target facilities, and determines the target facility with the longest stay time. This is an information processing method for outputting user information only for the target facility of .
One aspect of the present invention is an information processing method executed by an information processing device, comprising: a user terminal location data acquisition step of acquiring user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the date and time zone including each facility in the analysis area a facility identification data obtaining step of obtaining facility identification data including information identifying the location and facility of the target facility of selecting a plurality of target facilities from among the facilities located in the analysis area based on the facility identification data a selecting step, based on the user terminal position data, for each of the plurality of target facilities, the position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility; a user information output step of outputting the user information in association with the target facility, wherein the user information output step includes: for each of the plurality of target facilities, the target user terminal being operated during a time zone other than the analysis date and time zone; and excluding user information related to the target user terminal who stayed in a time zone other than the analysis date and time zone from output targets.
One aspect of the present invention is an information processing method executed by an information processing device, comprising: a user terminal location data acquisition step of acquiring user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the date and time zone including each facility in the analysis area a facility identification data obtaining step of obtaining facility identification data including information identifying the location and facility of the target facility of selecting a plurality of target facilities from among the facilities located in the analysis area based on the facility identification data a selecting step, based on the user terminal position data, for each of the plurality of target facilities, the position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility; a user information output step of outputting the user information in association with the target facility, wherein the receiving step receives designation of the type of facility as an analysis narrowing condition; and outputting the user information related to the target user terminal in association with the target facility only for the target facility corresponding to the type of (1).
One aspect of the present invention is an information processing method executed by an information processing device, comprising: a user terminal location data acquisition step of acquiring user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the date and time zone including each facility in the analysis area a facility identification data obtaining step of obtaining facility identification data including information identifying the location and facility of the target facility of selecting a plurality of target facilities from among the facilities located in the analysis area based on the facility identification data a selecting step, based on the user terminal position data, for each of the plurality of target facilities, the position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility; and a user information output step of outputting user information in association with a target facility, wherein the receiving step receives designation of a visit aggregation period, and the user information output step outputs the target facility for each of the plurality of target facilities. This information processing method aggregates the number of visits made by a user terminal during a visit aggregation period, and outputs the number of visits in association with a target facility.
One aspect of the present invention is an information processing method executed by an information processing device, comprising: a user terminal location data acquisition step of acquiring user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the date and time zone including each facility in the analysis area a facility identification data obtaining step of obtaining facility identification data including information identifying the location and facility of the target facility of selecting a plurality of target facilities from among the facilities located in the analysis area based on the facility identification data a selecting step, based on the user terminal position data, for each of the plurality of target facilities, the position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility; a user information output step of outputting the user information in association with the target facility, wherein the receiving step receives specification of a range of visit days as an analysis narrowing condition; and the user information output step outputs the plurality of targets. For each facility, the number of visit days that the target user terminal visited during the analysis date and time is calculated, the number of target user terminals whose number of visit days is within the range of the number of visit days of the analysis narrowing condition is totaled, and the total result value is calculated. is output as the number of users narrowed down by the number of visit days in association with the target facility.

ADVANTAGE OF THE INVENTION According to this invention, the effect that it can aim at analyzing a user's information for every facility is acquired.

It is a block diagram showing an example of composition of an information service system concerning one embodiment. 1 is a block diagram showing a configuration example of an information processing device according to an embodiment; FIG. It is a figure which shows the structural example of the user terminal position data which concerns on one Embodiment. It is a figure which shows the structural example of the facility specific data which concerns on one Embodiment. 4 is a flow chart showing an example of the procedure of an information processing method according to one embodiment; FIG. 4 is a diagram showing a configuration example of an analysis reception screen according to one embodiment; It is a figure which shows the structural example of the analysis result screen which concerns on one embodiment.

BEST MODE FOR CARRYING OUT THE INVENTION Hereinafter, embodiments of the present invention will be described with reference to the drawings.
FIG. 1 is a block diagram showing a configuration example of an information providing system according to one embodiment. In FIG. 1, an information processing device 1 transmits and receives data to and from an analysis client terminal 2 via a communication line. The analysis client terminal 2 is a terminal used by the analysis client. The analysis client designates the analysis area to be analyzed, the analysis date and time, and the like to the information processing apparatus 1 using the analysis client terminal 2 . The information processing apparatus 1 provides the analysis requester terminal 2 with analysis results based on the specification of the analysis area, the analysis date and time, etc. received from the analysis requester terminal 2 .

The information processing device 1 transmits and receives data to and from the database 3 via a communication line. The database 3 stores terminal location history information indicating the location history of the user terminal 4 connected to the mobile communication network NW, user attribute information indicating the attribute of the user using the user terminal 4, map data, and information contained in the map data. Stores information such as facility information indicating facilities that exist in the area where the The user terminal 4 is, for example, a mobile terminal such as a smart phone or a tablet computer (tablet PC). The mobile communication network NW may be a mobile communication network provided by one business operator, or may be a plurality of mobile communication networks provided respectively by a plurality of business operators.

FIG. 2 is a block diagram showing a configuration example of the information processing apparatus 1 according to this embodiment. In FIG. 1 , an information processing device 1 includes a communication section 11 , a storage section 12 and a control section 13 .

The communication unit 11 communicates with an external device of the information processing device 1 . The communication unit 11 transmits and receives data to and from the analysis client terminal 2 via a communication line. The communication unit 11 transmits and receives data to and from the database 3 via a communication line.

The storage unit 12 stores various data such as programs executed by the control unit 13 and data used by the control unit 13 . The storage unit 12 includes a hard disk device, a magneto-optical disk device, a nonvolatile memory such as a flash memory, a read-only recording medium such as a CD-ROM, and a volatile memory such as a DRAM (Dynamic Random Access Memory). It shall be configured by a memory or a combination thereof.

The control unit 13 includes a CPU (Central Processing Unit) and implements various functions by executing programs stored in the storage unit 12 . The control unit 13 according to the present embodiment includes, as its functional units, a reception unit 21, a user terminal position data acquisition unit 22, a facility identification data acquisition unit 23, a target facility selection unit 24, and a user information output unit 25. have

The information processing apparatus 1 may be configured using a general-purpose computer device, or may be configured as a dedicated hardware device. For example, the information processing device 1 may be configured using a server computer connected to a communication network such as the Internet. Further, each function of the information processing device 1 may be realized by cloud computing. The information processing apparatus 1 may be implemented by a single computer, or may be implemented by distributing the functions of the information processing apparatus 1 to a plurality of computers. Further, the information processing apparatus 1 may be configured to open a website using, for example, the WWW system.

The reception unit 21 receives the analysis request information from the analysis client terminal 2 through the communication unit 11 . The analysis request information is information for designating an analysis area to be analyzed, an analysis date and time, and the like. By receiving the analysis request information from the analysis client terminal 2, the reception unit 21 receives the specification of the analysis area, the analysis date and time, and the like.

The user terminal location data acquisition unit 22 accesses the database 3 through the communication unit 11 and acquires user terminal location data from the database 3 . The storage unit 12 stores the user terminal location data acquired by the user terminal location data acquisition unit 22 . The user terminal location data includes location information indicating the location of each user terminal 4 in the area including the specified analysis area and the date and time including the analysis date and time that the reception unit 21 has received, and the date and time when each location information was obtained. It is data containing information.

As the user terminal location data, information of the user terminal 4 (target user terminal 4) having a location history that matches the analysis area and the analysis date and time period in the terminal location history information in the database 3 is acquired. All of the target user terminals 4 are targets for acquiring the user terminal position data. As the user terminal position data, terminal position information and terminal position acquisition date/time information included in the terminal position history information in the database 3 are acquired. The terminal location information is information indicating the location of the target user terminal 4 . The terminal position acquisition date and time information is information indicating the date and time when the terminal position information was acquired from the target user terminal 4 . As for the terminal position information and the terminal position acquisition date/time information, information applicable to a predetermined area including the analysis area and a predetermined date/time period including the analysis date/time period is acquired. For example, terminal location information and terminal location acquisition date/time information that apply to a certain size area including the analysis area and a certain period of time/date including the analysis date/time are acquired as the user terminal location data.

Furthermore, user attribute information indicating attributes of the user using the target user terminal 4 may be obtained from the database 3 as the user terminal position data.

FIG. 3 is a diagram showing a configuration example of user terminal position data according to this embodiment. In the example of FIG. 3, for each target user terminal 4, user identification information (user ID), terminal position acquisition date and time information, terminal position information (latitude, longitude), and user attribute information (user's age, gender, etc.) Acquired as position data.

The facility identification data acquisition unit 23 accesses the database 3 through the communication unit 11 and acquires facility identification data from the database 3 . The storage unit 12 stores the facility identification data acquired by the facility identification data acquisition unit 23 . The facility identification data is data including information identifying the location and facility of each facility in the designated analysis area received by the reception unit 21 .

As the facility identification data, information on all facilities existing in the analysis area is obtained from the facility information in the database 3 . The facility name and facility location information included in the facility information in the database 3 are acquired as the facility identification data. A facility name is an example of information specifying a facility, and is the name of the facility. The facility location information is information indicating the location of the facility. In this embodiment, the facility location information is information indicating the range in which the facility is located. The facility location information indicates the location of the facility (eg, representative location) and the geographical range corresponding to the facility (eg, the range of the site of the facility, the range of buildings, etc.).

Furthermore, facility type information included in the facility information in the database 3 may be acquired as the facility identification data. The facility type information is information indicating the type of facility. Types of facilities include, for example, office, commercial, event, and large-scale types.

FIG. 4 is a diagram showing a configuration example of facility identification data according to this embodiment. In the example of FIG. 4, the facility name, facility location information, and facility type information are acquired as facility identification data for each facility.

The target facility selection unit 24 selects a plurality of target facilities from facilities located in the specified analysis area received by the reception unit 21 based on the facility identification data acquired by the facility identification data acquisition unit 23 . The selection method of the target facility is set in advance.

Examples of methods for selecting target facilities are given below.

(Example 1 of how to select target facilities)
The target facility selection unit 24 selects all facilities existing in the analysis area in the facility identification data.

(Example 2 of how to select target facilities)
The target facility selection unit 24 randomly selects a predetermined number of facilities from among all the facilities existing in the analysis area in the facility identification data.

(Example 3 of how to select target facilities)
The target facility selection unit 24 selects a predetermined number of facilities from among all the facilities existing in the analysis area in the facility identification data in descending order of the geographical range corresponding to the facility.

(Example 4 of how to select target facilities)
The target facility selection unit 24 selects a predetermined number of facilities for each facility type from among all the facilities existing in the analysis area in the facility identification data. The predetermined number may be the same for all facility types, or may be different for each facility type.

(Example 5 of how to select target facilities)
The target facility selection unit 24 selects all or a predetermined number of facilities characteristic of the analysis area from among all the facilities existing in the analysis area in the facility identification data. In this case, the target facility selection unit 24 selects facilities characteristic of the analysis area based on the area characteristic information of the analysis area included in the map data in the database 3 .

Alternatively, the target facility selection unit 24 selects all or a predetermined number of facilities other than the characteristic facilities in the analysis area from among all the facilities existing in the analysis area in the facility identification data. In this case, the target facility selection unit 24 selects facilities other than the facilities characteristic of the analysis area based on the area feature information of the analysis area included in the map data in the database 3 .

The area feature information is information indicating the features of an area, such as office districts, commercial districts, and event districts. Facilities that are characteristic of business districts are facilities that are classified as offices. A facility characteristic of a commercial district is a facility whose facility type is commercial. Facilities that are characteristic of the event area are facilities whose facility type is event.

Based on the user terminal location data acquired by the user terminal location data acquisition unit 22, the user information output unit 25 outputs the terminal location information acquired during the analysis date and time for each of the plurality of target facilities selected by the target facility selection unit 24. is included in a predetermined range corresponding to the target facility. The predetermined range corresponding to the target facility is the geographical range indicated by the facility location information. Next, the user information output unit 25 outputs the user information related to the specified target user terminal 4 in association with the target facility for each target facility. The user information associated with each target facility output from the user information output unit 25 is transmitted to the analysis client terminal 2 by the communication unit 11 .

A method of outputting user information is set in advance. An example of how to output user information is given below.

(Example 1 of user information output method)
The user information output unit 25 totals the number of specified target user terminals 4 for each of the plurality of target facilities. Next, the user information output unit 25 outputs the total value as the number of users for each target facility in association with the target facility. According to example 1 of the user information output method, the analysis client can recognize the number of users who were present at each target facility within the analysis area during the analysis date and time.

Note that the user information output unit 25 may correct the number of users based on the population statistical information regarding the analysis area. As an example of this correction method, the number of users may be corrected based on the ratio between the statistical population of the area including the analysis area and the total number of target user terminals 4 in the analysis area. For example, the quotient obtained by dividing the "statistical population of the area including the analysis area" by the "total number of target user terminals 4 in the analysis area" is used as the estimated magnification, and the total number of target user terminals 4 specified in each target facility is A product obtained by multiplying the estimated magnification may be used as the number of users.

(Example 2 of user information output method)
The user information output unit 25 acquires the user attribute information of the specified target user terminal 4 for each of the plurality of target facilities. Next, the user information output unit 25 outputs the user attribute information or the analysis result of the user attribute information in association with the target facility for each target facility. The analysis results of the user attribute information are, for example, the number of users by age group, the number of users by gender, and the like. According to example 2 of the user information output method, the analysis requester can recognize the attributes of the users who were present at each target facility within the analysis area during the analysis date and time and the tendency of the attributes. It should be noted that the user information output unit 25 may correct the number of users by attribute in the same manner as in the method of correcting the number of users described above.

(Example 3 of user information output method)
The user information output unit 25 acquires movement history information of the specified target user terminal 4 for each of the plurality of target facilities. As for the movement history information of the target user terminal 4, the terminal position acquisition date and time information and the terminal position information of the user ID of the same target user terminal 4 are acquired in the user terminal position data. Next, the user information output unit 25 outputs the movement history information or the analysis result of the movement history information for each target facility in association with the target facility. The analysis result of movement history information is, for example, information classified according to where (for example, from which facility) the target user terminal 4 came to the target facility for each target facility. The analysis result of the movement history information is, for example, information in which target user terminals 4 whose number of times of being located at another facility within the analysis area within the same time period in the past is equal to or greater than a predetermined threshold are extracted for each target facility. According to Example 3 of the user information output method, the analysis requester can recognize the movement history of users who were in each target facility within the analysis area during the analysis date and time and the tendency of the movement history.

(Example 4 of how to output user information)
The user information output unit 25 determines whether the identified target user terminal 4 has stayed at each of the plurality of target facilities. For determination of stay of the target user terminal 4, the terminal position acquisition date and time information and the terminal position information of the user ID of the same target user terminal 4 in the user terminal position data are used. For example, for each target facility, the time during which the specified target user terminal 4 was located within a predetermined range corresponding to the target facility is obtained, and if the time is equal to or greater than a predetermined threshold, it is determined that the target user has stayed. For example, for each target facility, the moving speed at which the specified target user terminal 4 moves within a predetermined range corresponding to the target facility is obtained, and if the moving speed is equal to or less than a threshold, it is determined that the user has stayed.

Next, the user information output unit 25 outputs only the user information related to the target user terminal 4 determined to have stayed at each target facility in association with the target facility. According to the example 4 of the user information output method, the analysis requester can recognize information related only to users who stayed at each target facility within the analysis area during the analysis date and time. Therefore, since users who have just passed through the target facility during the analysis date and time are excluded, the accuracy of the user analysis at the target facility is improved.

In addition, the user information output unit 25 identifies the target user terminal 4 determined to have stayed at a plurality of target facilities, and for the specified target user terminal 4, stays at each target facility Then, the target facility with the longest stay time may be determined, and only the target facility with the longest stay time may be output as the user information. As for the stay time during which the target user terminal 4 stayed at the target facility, the time during which the target user terminal 4 was located within a predetermined range corresponding to the target facility is obtained.

(Example 5 of user information output method)
The user information output unit 25 determines whether the identified target user terminal 4 has stayed at each of the plurality of target facilities. The stay determination method is the same as in Example 4 of the user information output method described above. Next, the user information output unit 25 totals the number of target user terminals 4 determined to have stayed at each target facility for each predetermined time unit. For example, for each target facility, the total value for each hour of the target user terminals 4 determined to have stayed is obtained. Next, the user information output unit 25 outputs the total value for each time unit as the resident population for each time unit for each target facility in association with the target facility. According to example 5 of the user information output method, the analysis requester can recognize the number of users staying at each target facility within the analysis area during the analysis date and time on an hourly basis (for example, on an hourly basis). can.

Note that the user information output unit 25 obtains, for each target facility, information indicating changes in the total number of the target user terminals 4 determined to have stayed at each predetermined time unit, and outputs the information for each time unit. You may match with a target facility and may output as resident population change information. The resident population change information is, for example, the increase/decrease number or the rate of increase/decrease of the resident population for each time unit. As a result, the analysis requester can grasp the detailed transition of the resident population at the target facility.

(Example 6 of user information output method)
The user information output unit 25 determines whether the specified target user terminal 4 stayed outside the analysis date and time for each of the plurality of target facilities. The stay determination method is the same as in Example 4 of the user information output method described above. Next, for each target facility, the user information output unit 25 excludes, from output targets, user information related to the target user terminal 4 that has been determined to have stayed in a time zone other than the analysis date and time zone. As a result, for each target facility, the user information output unit 25 determines that, among the target user terminals 4 determined to have stayed during the analysis date and time, those who have also stayed during times other than the analysis date and time. Only the user information about the target user terminals 4 other than the user terminal 4 is output in association with the target facility.

According to example 6 of the user information output method, the analysis requester can recognize information only about users other than users who stayed at each target facility within the analysis area even during times other than the analysis date and time. can. A user who stayed at the target facility within the analysis area during a time zone other than the analysis date and time zone is considered to be, for example, a manager or a resident of the target facility. By removing such resident persons, it is possible to obtain the effect of improving the accuracy of the user analysis at the target facility.

(Example 7 of user information output method)
The receiving unit 21 receives, from the analysis requester terminal 2, designation of a date segment as an analysis narrowing condition in addition to designation of an analysis area and an analysis date and time zone. The date divisions are, for example, weekdays, national holidays, days of the week, dates of nearby events, and the like. The user information output unit 25 outputs the user information related to the specified target user terminal 4 in association with the target facility for each of the plurality of target facilities in the date segment of the analysis narrowing condition in the analysis date and time zone. According to example 7 of the user information output method, the analysis requester can recognize the information of the users who were present at each target facility within the analysis area on a desired date segment within the analysis date and time zone.

(Example 8 of user information output method)
The receiving unit 21 receives, from the analysis client terminal 2, designation of the type of facility as an analysis refinement condition, in addition to designation of the analysis area and analysis date and time. The types of facility are, for example, office, commercial, event, large scale, and the like. The user information output unit 25 outputs the user information related to the specified target user terminal 4 only for the target facility corresponding to the facility type of the analysis narrowing-down condition in association with the target facility. According to example 8 of the user information output method, the analysis requester can recognize the information of the user who was at each desired type of target facility within the analysis area during the analysis date and time.

(Example 9 of user information output method)
The accepting unit 21 accepts, from the analysis requester terminal 2, the specification of the visit aggregation period in addition to the specification of the analysis area and the analysis date and time. The user information output unit 25 counts the number of times the target user terminal 4 has visited during the visit tallying period (number of visits) and the visit interval for each of a plurality of target facilities. The number of visits is determined from the movement history information (terminal position acquisition date and time information and terminal position information) of the same user ID corresponding to the target user terminal 4, and the number of visits to the same target facility (predetermined range corresponding to the target facility) during the visit tally period. counts are counted. The visit interval is calculated by calculating the average value of the intervals between the comings and goings.

In addition, the user information output unit 25 identifies, as a repeater, the target user terminal 4 (user ID) whose number of visits during the visit tallying period is equal to or greater than a predetermined number of times for each of a plurality of target facilities. The user information output unit 25 calculates the breakdown of the repeater's user attribute for each of the plurality of target facilities, targeting the specified repeater (user ID). The breakdown of the user attributes of repeaters is by gender, age, and the like. The user information output unit 25 obtains repeater information indicating details of user attributes of repeaters for each of a plurality of target facilities. For example, the user information output unit 25 calculates the ratio of the number of repeaters by gender to all repeaters (repeater rate by gender) for each of a plurality of target facilities. For example, the user information output unit 25 calculates the ratio of repeaters by age group to all repeaters (repeater rate by age group) for each of a plurality of target facilities.

The user information output unit 25 outputs, for each target facility, repeater information such as the number of visits, the interval between visits, and the rate of repeaters by user attribute, etc., in association with the target facility.

(Example 10 of user information output method)
The receiving unit 21 receives, from the analysis client terminal 2, designation of a range of visit days as an analysis refinement condition, in addition to designation of the analysis area and analysis date and time. The user information output unit 25 calculates the number of days the specified target user terminal 4 has visited (visited days) in the analysis date and time zone for each of the plurality of target facilities. The number of visit days is determined from the movement history information (terminal position acquisition date and time information and terminal position information) of the same user ID corresponding to the target user terminal 4, and the number of times the visitor entered and exited the same target facility (predetermined range corresponding to the target facility) during the analysis date and time. The number of days is tallied. The user information output unit 25 totals the number of target user terminals 4 whose visit days are within the range of the visit days of the analysis narrowing-down condition for each of a plurality of target facilities. Next, the user information output unit 25 outputs the total value as the number of users narrowed down by visit days in association with the target facility.

Examples 1 to 10 of the user information output method described above may be combined as appropriate.

Next, an information processing method according to this embodiment will be described with reference to FIG. FIG. 5 is a flow chart showing an example of the procedure of the information processing method according to this embodiment.

(Step S1) The information processing device 1 receives analysis request information from the analysis requester terminal 2, and accepts designation of the analysis area, analysis date and time, etc. indicated in the analysis request information.

For example, the information processing apparatus 1 causes the analysis client terminal 2 to display an analysis acceptance screen 100 shown in FIG. FIG. 6 is a diagram showing a configuration example of an analysis acceptance screen according to this embodiment. The analysis reception screen 100 is provided with an analysis area designation area 110, an analysis date and time period designation area 120, a date division designation area 130, an analysis target attribute designation area 140, a facility type designation area 150, and an analysis start button 160.

In the analysis area designation area 110, map data corresponding to the map data reading operation by the analysis client is displayed. Map data is obtained from the database 3 . The analysis requester makes a specification 111 surrounding a desired analysis area on the map data displayed in the analysis area specification area 110 . As a result, the area on the map data corresponding to the designation 111 is designated as the analysis area.

The analysis requester also inputs the analysis date and time zone in the analysis date and time zone designation area 120 . In the example of FIG. 6, the time slot from 9:00 to 17:00 in the period from September 2021 to October 2021 is designated as the analysis date and time slot. In addition, the analysis requester designates the date division in the date division designation area 130 . In the example of FIG. 6, weekdays are specified as the day division. Also, the analysis requester designates the attribute of the analysis object in the analysis object attribute designation area 140 . In the example of FIG. 6, male and female are specified as attributes to be analyzed. Also, the analysis requester designates the type of facility in the facility type designation area 150 . In the example of FIG. 6, office is specified as the facility type.
It should be noted that the specification of information other than the analysis area and analysis date and time is optional and may or may not be specified.

The analysis client presses the analysis start button 160 after making desired designations on the analysis reception screen 100 displayed on the analysis client terminal 2 . When the analysis start button 160 is pressed, the analysis requester terminal 2 transmits analysis request information indicating the analysis area designated on the analysis reception screen 100, the analysis date and time, and the like to the information processing apparatus 1. FIG.

(Step S2) The information processing device 1 acquires from the database 3 user terminal position data corresponding to the specified analysis area and analysis date and time zone received in step S1.

(Step S3) The information processing device 1 acquires from the database 3 the facility identification data corresponding to the designated analysis area received in step S1.

(Step S4) Based on the facility identification data acquired in step S3, the information processing apparatus 1 selects a plurality of target facilities from facilities located in the specified analysis area received in step S1.

(Step S5) Based on the user terminal location data acquired in step S2, the information processing apparatus 1 determines the location indicated by the terminal location information acquired in the analysis date and time for each of the plurality of target facilities selected in step S4. A target user terminal 4 included in a predetermined range corresponding to the target facility is specified, and user information about the specified target user terminal 4 is output in association with the target facility.

For example, the information processing apparatus 1 causes the analysis client terminal 2 to display an analysis result screen 200 shown in FIG. FIG. 7 is a diagram showing a configuration example of an analysis result screen according to this embodiment. The analysis result screen 200 is provided with an analysis area display area 210 , an analysis condition display area 220 and a user information display area 230 .

The analysis area display area 210 displays map data of an area including the analysis area specified by the analysis client. Map data is obtained from the database 3 . On the map data displayed in the analysis area display area 210, a display 211 surrounding the analysis area specified by the analysis client is shown.

The analysis condition display area 220 indicates analysis conditions such as the analysis date and time zone, date division, type of facility, etc. specified by the analysis requester. Further, the analysis condition display area 220 is provided with a condition change button 221 for changing the analysis conditions. When the analysis requester presses the condition change button 221, the information processing apparatus 1 causes the analysis requester terminal 2 to display the analysis acceptance screen 100 illustrated in FIG. 6 again. As a result, the analysis requester can change the analysis conditions such as the analysis area and the analysis date/time using the analysis reception screen 100 .

In the user information display area 230, user information based on analysis conditions such as the analysis area shown in the analysis area display area 210 and the analysis date and time shown in the analysis condition display area 220 is displayed in association with the target facility. . In the example of FIG. 7, the number of users is shown in graph format for each target facility. In addition, the number of users of each target facility is shown by gender. In addition, the target facilities are limited to offices in facility type. Also, the number of users is limited to the number of users on weekdays.

In the example of FIG. 7, the user information display area 230 shows the number of users for each target facility as a summary, but the analysis client can switch from the summary display to the display for each time zone. In the time zone display, user information is displayed in association with the target facility for each time zone of the analysis date and time zone shown in the analysis condition display area 220 . In the example of FIG. 7, the number of users for each target facility is shown for each time unit (for example, every hour) in the time zone "from 9:00 to 17:00" of the analysis date and time zone.

According to this embodiment, the information processing apparatus 1 accepts designation of an analysis area to be analyzed and an analysis date and time period, and determines the position of each user terminal 4 in the area including the analysis area and the date and time period including the analysis date and time period. and date and time information indicating the date and time when each location information was acquired, and facility identification data including information identifying the location and facility of each facility in the analysis area. , Based on the facility identification data, multiple target facilities are selected from among the facilities located in the analysis area, and based on the user terminal location data, each of the multiple target facilities is acquired during the analysis date and time. User information relating to the target user terminal 4 whose position indicated by the received position information is included in a predetermined range corresponding to the target facility is output in association with the target facility. As a result, the analysis requester can obtain an effect that the user's information can be analyzed for each facility.

As a result, it will be possible to improve overall service quality in facility user analysis services that utilize, for example, the location data of user terminals connected to mobile communications networks. (SDGs) Goal 9 "Develop resilient infrastructure, promote sustainable industrialization, and foster innovation."

Although the embodiment of the present invention has been described in detail above with reference to the drawings, the specific configuration is not limited to this embodiment, and design changes and the like are included within the scope of the present invention.

Alternatively, a computer program for realizing the functions of the devices described above may be recorded in a computer-readable recording medium, and the program recorded in the recording medium may be read and executed by the computer system. Note that the “computer system” referred to here may include hardware such as an OS and peripheral devices. The "computer system" also includes the home page providing environment (or display environment) if the WWW system is used.
In addition, "computer-readable recording medium" includes writable nonvolatile memories such as flexible discs, magneto-optical discs, ROMs and flash memories, portable media such as DVDs (Digital Versatile Discs), and computer system built-in media. A storage device such as a hard disk that

Furthermore, "computer-readable recording medium" means a volatile memory (e.g., DRAM (Dynamic Random Access Memory)), which holds the program for a certain period of time, is also included.
Further, the above program may be transmitted from a computer system storing this program in a storage device or the like to another computer system via a transmission medium or by a transmission wave in a transmission medium. Here, the "transmission medium" for transmitting the program refers to a medium having a function of transmitting information, such as a network (communication network) such as the Internet or a communication line (communication line) such as a telephone line.
Further, the program may be for realizing part of the functions described above. Further, it may be a so-called difference file (difference program) that can realize the above-described functions in combination with a program already recorded in the computer system.

DESCRIPTION OF SYMBOLS 1... Information processing apparatus 2... Analysis requester terminal 3... Database 4... User terminal 11... Communication part 12... Storage part 13... Control part 21... Receiving part 22... User terminal position data acquisition part , 23... facility identification data acquisition unit, 24... target facility selection unit, 25... user information output unit, NW... mobile communication network

Claims (18)

a reception unit that receives the designation of the analysis area to be analyzed and the analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition unit;
a facility identification data acquisition unit that acquires facility identification data including the position of each facility and information identifying the facility in the analysis area;
a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output unit that outputs in association with the target facility;
with
The user information output unit determines whether the target user terminal has stayed at each of the plurality of target facilities, and outputs only user information related to the target user terminal at which the target user terminal has stayed;
The user information output unit determines the target facility with the longest stay time for the target user terminal that has stayed at a plurality of target facilities, and outputs only the target facility with the longest stay time as the user information output target.
Information processing equipment. a reception unit that receives the designation of the analysis area to be analyzed and the analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition unit;
a facility identification data acquisition unit that acquires facility identification data including the position of each facility and information identifying the facility in the analysis area;
a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output unit that outputs in association with the target facility;
with
The user information output unit determines, for each of the plurality of target facilities, whether the target user terminal has stayed in a time zone other than the analysis date and time zone, and whether the target user terminal has stayed in a time zone other than the analysis date and time zone. excluding the user information related to the target user terminal that was being output from the output target;
Information processing equipment. a reception unit that receives the designation of the analysis area to be analyzed and the analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition unit;
a facility identification data acquisition unit that acquires facility identification data including the position of each facility and information identifying the facility in the analysis area;
a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output unit that outputs in association with the target facility;
with
The reception unit receives designation of the type of facility as an analysis narrowing condition,
The user information output unit outputs the user information related to the target user terminal only for target facilities corresponding to the facility type of the analysis narrowing condition, in association with the target facility.
Information processing equipment. a reception unit that receives the designation of the analysis area to be analyzed and the analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition unit;
a facility identification data acquisition unit that acquires facility identification data including the position of each facility and information identifying the facility in the analysis area;
a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output unit that outputs in association with the target facility;
with
The reception unit receives the designation of the visit aggregation period,
The user information output unit counts the number of visits made by the target user terminal during the visit counting period for each of the plurality of target facilities, and outputs the number of visits in association with the target facility.
Information processing equipment. The user information output unit totalizes visit intervals at which the target user terminal visits during the visit totalization period for each of the plurality of target facilities, and outputs the visit intervals in association with the target facilities.
The information processing apparatus according to claim 4. The user information output unit identifies, as repeaters, the target user terminals that have visited a predetermined number of times or more during a visit counting period for each of the plurality of target facilities, and details the user attributes of the repeaters for the specified repeaters. is calculated, and repeater information indicating the breakdown of user attributes of repeaters is output in association with the target facility,
The information processing apparatus according to claim 4 or 5. a reception unit that receives the designation of the analysis area to be analyzed and the analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition unit;
a facility identification data acquisition unit that acquires facility identification data including the position of each facility and information identifying the facility in the analysis area;
a target facility selection unit that selects a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output unit that outputs in association with the target facility;
with
The reception unit receives a specification of a range of visit days as an analysis narrowing condition,
The user information output unit calculates, for each of the plurality of target facilities, the number of visit days that the target user terminal visited during the analysis date and time period, and the number of visit days of the target user terminal that is within the range of the number of visit days of the analysis narrowing condition. totaling the number of users, and outputting the result of the totalization as the number of users narrowed down by the number of days visited, in association with the target facility;
Information processing equipment. The user information output unit totals the number of target user terminals for each of the plurality of target facilities, and includes the total value as the number of users in the user information.
The information processing apparatus according to any one of claims 1 to 7. The user information output unit acquires the user attribute information of the target user terminal for each of the plurality of target facilities, and includes the user attribute information of the target user terminal or an analysis result of the user attribute information in the user information.
The information processing apparatus according to any one of claims 1 to 8. The user information output unit acquires movement history information of the target user terminal for each of the plurality of target facilities, and includes movement history information of the target user terminal or an analysis result of the movement history information in the user information.
The information processing apparatus according to any one of claims 1 to 8. The user information output unit determines whether or not the target user terminal stayed at each of the plurality of target facilities, totals the number of target user terminals staying at each predetermined time unit, and obtains each total value. is included in the user information as the resident population for each hour,
The information processing apparatus according to any one of claims 1 to 10. The user information output unit determines whether or not the target user terminal stayed at each of the plurality of target facilities, totals the number of target user terminals staying at each predetermined time unit, and obtains each total value. including information indicating changes in the user information as resident population change information for each hour,
The information processing apparatus according to any one of claims 1 to 11. The reception unit receives designation of a date segment as an analysis narrowing condition,
The user information output unit outputs the user information related to the target user terminal in association with the target facility for each of the plurality of target facilities in the date segment of the analysis narrowing condition.
The information processing apparatus according to any one of claims 1 to 12. An information processing method executed by an information processing device,
a receiving step for receiving designation of an analysis area to be analyzed and an analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition step;
a facility identification data obtaining step of obtaining facility identification data including the position of each facility in the analysis area and information identifying the facility;
a target facility selection step of selecting a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output step of outputting in association with the target facility;
including
The user information output step determines whether the target user terminal was staying at each of the plurality of target facilities, and outputs only user information related to the target user terminal at which the target user terminal was staying;
In the user information output step, for the target user terminal that has stayed at a plurality of target facilities, the target facility with the longest stay time is determined, and only the target facility with the longest stay time is output as the user information.
Information processing methods. An information processing method executed by an information processing device,
a receiving step for receiving designation of an analysis area to be analyzed and an analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition step;
a facility identification data obtaining step of obtaining facility identification data including the position of each facility in the analysis area and information identifying the facility;
a target facility selection step of selecting a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output step of outputting in association with the target facility;
including
The user information outputting step determines whether the target user terminal has stayed in a time zone other than the analysis date and time zone for each of the plurality of target facilities, and has stayed in a time zone other than the analysis date and time zone. excluding the user information related to the target user terminal that was being output from the output target;
Information processing methods. An information processing method executed by an information processing device,
a receiving step for receiving designation of an analysis area to be analyzed and an analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition step;
a facility identification data obtaining step of obtaining facility identification data including the position of each facility in the analysis area and information identifying the facility;
a target facility selection step of selecting a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output step of outputting in association with the target facility;
including
The receiving step receives designation of a facility type as an analysis narrowing condition,
The user information output step outputs the user information related to the target user terminal only for target facilities corresponding to the facility type of the analysis narrowing condition, in association with the target facilities.
Information processing methods. An information processing method executed by an information processing device,
a receiving step for receiving designation of an analysis area to be analyzed and an analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition step;
a facility identification data obtaining step of obtaining facility identification data including the position of each facility in the analysis area and information identifying the facility;
a target facility selection step of selecting a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output step of outputting in association with the target facility;
including
The receiving step receives designation of a visit aggregation period,
In the user information output step, the number of visits made by the target user terminal during a visit counting period is totaled for each of the plurality of target facilities, and the number of visits is output in association with the target facility.
Information processing methods. An information processing method executed by an information processing device,
a receiving step for receiving designation of an analysis area to be analyzed and an analysis date and time;
A user terminal that acquires user terminal location data including location information indicating the location of each user terminal and date and time information indicating the date and time when each location information was acquired in the area including the analysis area and the date and time band including the analysis date and time band. a position data acquisition step;
a facility identification data obtaining step of obtaining facility identification data including the position of each facility in the analysis area and information identifying the facility;
a target facility selection step of selecting a plurality of target facilities from facilities located in the analysis area based on the facility identification data;
Based on the user terminal location data, for each of the plurality of target facilities, user information about the target user terminal whose position indicated by the position information acquired during the analysis date and time is included in a predetermined range corresponding to the target facility, a user information output step of outputting in association with the target facility;
including
The receiving step receives specification of a range of visit days as an analysis narrowing condition,
In the user information output step , for each of the plurality of target facilities, the number of visit days of the target user terminal during the analysis date and time is calculated, and the number of visit days of the target user terminal is within the range of the number of visit days of the analysis narrowing condition. totaling the number of users, and outputting the result of the totalization as the number of users narrowed down by the number of days visited, in association with the target facility;
Information processing methods.

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