JP6396686B2 - Action determination device, action determination method, and program - Google Patents

Description

  The present invention relates to a technology for determining a user's daily or unusual behavior.

  A service is widely provided that periodically collects position information indicating the position of a user carrying (mobile) a portable communication terminal and transmits information corresponding to the current position of the user. From the viewpoint of the usefulness of the service for the user, it is desirable to consider not only the position of the user but also whether the position belongs to the daily or extraordinary range of action of the user. For example, for a user who is in an extraordinary place such as a travel destination (referred to as an extraordinary area), information that guides the tourist spot of the place is useful, but an everyday place such as near the house (daily area) For example, there is a case where information for guiding a tourist spot at the place is unnecessary. In addition, information on events such as gatherings of local residents in the vicinity of the home is useful for users in everyday areas such as near their homes, while for users in non-daily life areas away from home, There is a high possibility that the information regarding the event at the place is unnecessary.

  A technique for detecting a user's daily or extraordinary behavior is disclosed in Patent Document 1. Specifically, Patent Document 1 discloses that when a deviation from the daily behavior pattern is detected in the terminal position history, the deviated portion is added as an article to a blog or the like. Moreover, patent document 1 is disclosing producing | generating an everyday action pattern for every day of the week or time.

JP 2009-301517 A

According to the technique described in Patent Document 1, the daily behavior pattern is created for each day of the week or time, but whether or not the behavior pattern belongs to the daily range may vary depending on other conditions.
Therefore, an object of the present invention is to determine whether or not the user is in the daily or non-daily area based on conditions other than the date and time.

In order to solve the above-described problem, the present invention provides an acquisition unit that acquires position information indicating a positioning point of a user's position, a specifying unit that specifies an action base for each user without using a distance indicator, A determination unit that determines whether the user belongs to a daily or non-daily area based on an index of a distance between the positioning point indicated by the position information acquired for the user and the action base specified for the one user And a notification means for notifying a transmission means for transmitting information to the user on the basis of the result determined by the determination means, the determination means from the scheduler function of the one user Provided is an action determination device that acquires a purpose of movement of a single user and determines whether the user belongs to a daily or non-daily life area using the acquired purpose .
Further, the present invention is an acquisition unit that acquires position information indicating a positioning point of a user's position, an identification unit that specifies an action base for each user without using a distance index, and acquired for one user. A determination unit that determines whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the position information and the action base specified for the one user; and the determination unit A notification means for notifying the determined result to a transmitting means for transmitting information to the user based on the result, wherein the determination means specifies a permanent action range of the user, and determines the positioning point and Based on the identified permanent action range from among a plurality of correspondence relationships in which an index of the distance between the action bases and a value serving as an index of whether to belong to the daily or non-daily life area are associated with each other Selected The plurality of correspondence relationships include a first correspondence relationship and a second correspondence relationship, and the distance between the positioning point and the action base in the first correspondence relationship. And the value that serves as an index as to whether it belongs to the daily life area or the non-daily life area, compared with the second correspondence relationship, even if the distance is far away, the value is equivalent to the daily life area. The specifying means selects the first relation when the specified constant action range is the first width, and the specified constant action range is the first relation range. When the second area is narrower than the area, an action determination device for selecting the second relationship is provided.
Further, the present invention is an acquisition unit that acquires position information indicating a positioning point of a user's position, an identification unit that specifies an action base for each user without using a distance index, and acquired for one user. A determination unit that determines whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the position information and the action base specified for the one user; and the determination unit Notification means for notifying the determined result to a transmitting means for transmitting information to the user based on the result, and the specifying means includes a plurality of the daily sphere and the non-daily sphere on the map. A behavior determination device that identifies each divided mesh region, reduces the mesh region with more positioning points indicated by the position information, and increases the mesh region with fewer positioning points indicated by the position information. To provide.

Further, the present invention provides an acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user A determination step of acquiring a purpose of movement of the one user from the scheduler function of the one user and determining whether the user belongs to a daily life area or an extraordinary area using the acquired purpose; and the determination There is provided an action determination method including a notification step of notifying a result determined in the step to a transmission means for transmitting information to the user based on the result.
Further, the present invention is an acquisition step for acquiring position information indicating a positioning point of a user's position, a specifying step for specifying an action base for each user without using a distance index, and an acquisition for one user. In the determination step of determining whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the position information and the action base specified for the one user, A notification step of notifying the determined result to a transmitting means for transmitting information to the user based on the result, wherein in the determining step, the user's permanent action range is specified, and the positioning point And a distance indicator between the action bases and a value that becomes an indicator of whether or not the user belongs to the daily or extraordinary zone, from among a plurality of correspondence relationships respectively associated with each other. The determination is performed using any one selected based on the fixed permanent action range, and the plurality of correspondences include a first correspondence and a second correspondence, and the first correspondence The relationship between the distance between the positioning point and the action base and the value serving as an index as to whether it belongs to the daily or extraordinary zone is farther than the second correspondence relationship. Even in the case where the value is a relationship indicating the daily sphere, and in the specifying step, if the specified permanent action range is a first area, the first relationship is selected, When the specified permanent action range is a second area narrower than the first area, an action determination method for selecting the second relationship is provided.
Further, the present invention is an acquisition step for acquiring position information indicating a positioning point of a user's position, a specifying step for specifying an action base for each user without using a distance index, and an acquisition for one user. In the determination step of determining whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the position information and the action base specified for the one user, A notification step of notifying the determined result to a transmitting means for transmitting information to the user based on the result, and in the specifying step, a plurality of the daily sphere and the non-daily sphere are displayed on a map. Each mesh region divided into two, and the mesh region having a larger number of positioning points indicated by the position information is smaller and the number of positioning points indicated by the position information is smaller. To provide a large action determination method as Mesh area.

In addition, the present invention provides an acquisition step of acquiring position information indicating a positioning point of a user's position in a computer, a specifying step of specifying an action base for each user without using a distance index, and one user A determination step of determining whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the acquired position information and the action base specified for the one user. A determination step of acquiring the purpose of movement of the one user from the scheduler function of the one user and determining whether the user belongs to the daily life zone or the non-daily life zone using the acquired purpose; A notification step of notifying a transmission means for transmitting information to the user based on the result. .
In addition, the present invention provides an acquisition step of acquiring position information indicating a positioning point of a user's position in a computer, a specifying step of specifying an action base for each user without using a distance index, and one user A determination step of determining whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the acquired position information and the action base specified for the one user; A notification step for notifying the result determined in the determination step to a transmitting means for transmitting information to the user based on the result, and in the determination step, the user's constant action range is specified. , A plurality of indices each associated with an index of the distance between the positioning point and the action base, and a value serving as an index as to whether or not it belongs to the daily or unusual area The determination is performed using any one selected from the corresponding relationships based on the identified permanent action range, and the plurality of correspondence relationships include a first correspondence relationship and a second correspondence relationship, The relationship between the distance between the positioning point and the action base in the first correspondence relationship and the value serving as an index as to whether it belongs to the daily or extraordinary zone is compared with the second correspondence. Even if the distance is far, the value is a relationship indicating the daily range, and in the specifying step, the specified constant action range is the first area, A program for selecting the second relationship is provided when the specified permanent action range is a second area narrower than the first area.
In addition, the present invention provides an acquisition step of acquiring position information indicating a positioning point of a user's position in a computer, a specifying step of specifying an action base for each user without using a distance index, and one user A determination step of determining whether or not the user belongs to an everyday area or an extraordinary area based on an index of a distance between the positioning point indicated by the acquired position information and the action base specified for the one user; The notification step of notifying the result determined in the determination step to a transmitting means for transmitting information to the user based on the result is executed, and in the specifying step, the daily area and the extraordinary area, The mesh area is specified for each mesh area divided into a plurality on the map, and the mesh area has more positioning points indicated by the position information. Providing larger program more positioning points is smaller the mesh area.

  According to the present invention, it is possible to determine whether or not a user is in a daily or non-daily area based on conditions other than the date and time, that is, the distance from the action base.

The figure which shows the whole structure of the action determination system which concerns on the embodiment. The block diagram which shows the structure of the action determination system which concerns on the embodiment. Explanatory drawing of the information stored in position information DB which concerns on the embodiment. The figure which shows the mesh area | region contained in the map of the predetermined area which concerns on the embodiment. Explanatory drawing of the information stored in the daily sphere DB which concerns on the embodiment. The sequence diagram which shows the process performed with the action determination system which concerns on the embodiment. The figure showing an example of the relationship between the mesh area | region which concerns on the same embodiment, and the ordinary degree (alpha). The figure showing an example of the relationship between the distance from the action base which concerns on the same embodiment, and the ordinary degree (beta). The figure showing an example of specific of the daily life area and the extraordinary area which concern on the embodiment. The figure showing an example of the table by which the correspondence of the distance from the action base which concerns on the modified example of this invention, and the everydayness (beta) was described. The sequence diagram which shows the process performed with the action determination system which concerns on the modification of this invention. The figure which shows the mesh area | region which concerns on the modification.

Hereinafter, an embodiment of the present invention will be described with reference to the drawings.
FIG. 1 is a diagram illustrating the overall configuration of the behavior determination system according to the present embodiment. The behavior determination system 1 includes a behavior determination server 10, a plurality of communication terminals 20, and a CP (Contents Provider) server 30. Each of the behavior determination server 10, the plurality of communication terminals 20, and the CP server 30 is connected to the network 100. The network 100 is a public communication line including, for example, a mobile communication network, a gateway device, and the Internet.

  The behavior determination server 10 is a behavior determination device that determines the behavior of the user of the communication terminal 20. The behavior determination server 10 collects user position information from the communication terminal 20 as a client, and determines whether the user is in the daily or non-daily area. The daily life area is an area corresponding to the daily action range of the user, and the non-daily life area is an area corresponding to the extraordinary action range of the user. Details of the algorithm for determining the daily life zone and the non-daily life zone will be described later.

  The communication terminal 20 is a portable communication terminal possessed (carried) by a user, and is a smartphone in the present embodiment. The communication terminal 20 transmits position information indicating the positioning point of the user's position to the behavior determination server 10 via the network 100.

  The CP server 30 is a service providing apparatus that is managed by a content provider and provides a service for transmitting information to the user of the communication terminal 20 (that is, a transmitting means). The CP server 30 distributes content to the communication terminal 20 via the network 100. The content to be distributed is content according to a positioning point of the user's position, for example, the current position of the user. In FIG. 1, three communication terminals 20A, 20B, and 20C are shown as communication terminals 20, but there are actually more communication terminals 20. Moreover, although only one CP server 30 is shown in FIG. 1, two or more CP servers 30 may exist.

  FIG. 2 is a block diagram illustrating a configuration of the behavior determination system 1. In FIG. 2, solid arrows indicate the direction in which data or signals flow. The communication terminal 20 includes a control unit 21, a communication unit 22, a UI (User Interface) unit 23, a positioning unit 24, and a storage unit 25 as a hardware configuration. The control unit 21 is a microcomputer provided with a CPU (Central Processing Unit) as an arithmetic processing unit and a memory including a ROM (Read Only Memory) and a RAM (Random Access Memory). The CPU controls each unit of the communication terminal 20 by reading the program stored in the ROM or the storage unit 25 into the RAM and executing it.

  The communication unit 22 includes a wireless communication circuit and an antenna, and communicates with an external device via the network 100. The UI unit 23 includes a display unit (for example, a liquid crystal display) that displays an image on a display surface, and a touch sensor that is provided on the display surface of the display unit and that receives an operation input by a user's contact. The UI unit 23 may include other operation means such as a physical key, or may have a function of accepting an operation by voice input.

  The positioning unit 24 includes an antenna that receives a signal from the Global Navigation Satellite System (GNSS) and a processing circuit that processes the received signal, and the positioning unit 24 (that is, the communication terminal 20). Performs a positioning process to measure the current position. Positioning by GNSS is generally used as GPS positioning. The position information obtained by the positioning process is information representing the positioning point of the user's position in a coordinate format, and includes information on latitude and longitude. The control unit 21 causes the positioning unit 24 to repeat the positioning process at predetermined intervals (for example, every 5 minutes), and transmits the obtained position information to the action determination server 10 in real time via the communication unit 22. .

  The storage unit 25 is a storage device such as an EEPROM (Electronically Erasable and Programmable ROM) or a flash memory, and stores a control program executed by the control unit 21 and various application programs. The communication terminal 20 further includes a configuration for realizing a voice call, but the illustration is omitted here.

The behavior determination server 10 includes a control unit 11, a communication unit 12, a position information DB (Data Base) 131, and an everyday area DB 132 as hardware configurations.
The control unit 11 is a microcomputer including a CPU as an arithmetic processing device and a memory including a ROM and a RAM. The CPU controls each part of the behavior determination server 10 by reading the control program stored in the ROM into the RAM and executing it. In addition, the control unit 11 has a calendar function for specifying the date, day of the week, and time. The communication unit 12 is an interface for connecting to the network 100 to be an external device.

  The position information DB 131 is a database in which position information collected from a plurality of communication terminals 20 is stored (accumulated). The daily area DB 132 is a database that stores (accumulates) information related to the daily area or the unusual area for each user of the communication terminal 20. Each of the position information DB 131 and the daily life DB 132 is realized by a storage device such as a hard disk device. In this embodiment, the action determination server 10 includes the position information DB 131 and the daily area DB 132. However, the action determination server 10 accesses the position information DB 131 or the daily area DB 132 as an external device, and is stored in these databases. The information may be acquired.

  Next, the functional configuration of the control unit 11 will be described. The control unit 11 executes a control program stored in a storage device such as a hard disk device, thereby obtaining each function of an acquisition unit 111, a totaling unit 112, a specifying unit 113, a determination unit 114, and a notification unit 115. To realize. The acquisition unit 111 is a unit (that is, an acquisition unit) that acquires position information indicating the positioning point of the user's position via the communication unit 12. The acquisition unit 111 acquires the position information transmitted by the communication terminal 20 together with a user ID (Identification) that identifies the user. The position information acquired by the acquisition unit 111 is stored in the position information DB 131.

  FIG. 3 is a diagram for explaining information stored in the position information DB 131. As illustrated in FIG. 3, the position information DB 131 is a database in which the positioning date and time in the positioning process performed at the communication terminal 20, the user ID of the user of the communication terminal 20, and the position information are stored in association with each other. The positioning date and time is, for example, the date and time when the date and time when the acquisition unit 111 acquires the position information is specified by the calendar function. The positioning date and time may represent a substantial date and time when the positioning process is performed. For example, the positioning date and time is specified by the date and time when the communication unit 12 receives the position information or the execution date and time of the positioning process notified from the communication terminal 20. Also good. The user ID is an identifier for identifying the user of the communication terminal 20, but may be an identifier (for example, a telephone number or an individual identification number) unique to the communication terminal 20 used by the user. The position information is information representing a positioning point of the user's position by latitude and longitude.

  The totaling unit 112 is a unit (that is, a totaling unit) that totals the position information acquired by the acquisition unit 111 for each user and for each period divided according to a predetermined reference. The tabulation unit 112 tabulates the position information stored in the position information DB 131 for each user, for example, for each day of the week and time. The day of the week is divided into two types: weekdays from Monday to Friday and non-weekdays (Saturday, Sunday and public holidays). The time is divided into three: a time zone A from 0:00 to 8:59, a time zone B from 9:00 to 17:59, and a time zone C from 18:00 to 23:59. It is done.

  The totaling unit 112 divides a map (for example, a Japan map) into a plurality of areas, and totals position information of a certain user for each of the divided areas. In the present embodiment, the counting unit 112 divides the map into a grid (a mesh) and divides the map into a plurality of mesh regions.

  FIG. 4 is a diagram showing mesh areas included in a map M of a predetermined area. The map M is equally divided into a plurality of rectangular (including square) mesh regions having the same size and the same shape. A mesh number that uniquely identifies each mesh area is assigned to each mesh area. In FIG. 4, in order to prevent the drawing from becoming complicated, mesh numbers are given only to some mesh regions. For example, the mesh area with the mesh number “023” corresponds to the area where the home of the user with the user ID “UID-A” (hereinafter referred to as “user A”) is located. The mesh area of mesh number “053” corresponds to the area where the nearest station of user A is located. The mesh area of the mesh number “035” corresponds to an area where the user A's destination (for example, a work place, a school, a favorite shop, or a classroom for learning) is present. The three mesh areas exemplified above correspond to areas where the user has many opportunities to stay. Note that the mesh region dividing method shown in FIG. 4 is merely an example. For example, the map may be divided into a plurality of mesh regions by a method that is not equally divided. For example, a mesh area corresponding to a narrower area is defined for areas with a relatively large population such as urban areas, and a mesh area corresponding to a larger area for areas with a relatively small population such as rural areas. Is defined.

  The aggregation of position information includes a process of counting positioning points belonging to each mesh area. The number of positioning points included in one mesh region is an indicator of the staying time that the user has stayed in the area corresponding to the mesh region and the staying frequency (that is, the number of stays in the unit period). For this reason, it is possible to grasp the number of opportunities for the user to stay in the area corresponding to each mesh area by the aggregation of the aggregation unit 112.

Returning to FIG. 2, the specifying unit 113 is a unit (that is, a specifying unit) that specifies the user's daily sphere or extraordinary sphere for each user and for each time period using the tally of the tally unit 112. The specifying unit 113 specifies a daily area or an unusual area based on the aggregation of position information for each mesh area. Specifically, for each mesh region, the specifying unit 113 determines the daily degree γ based on the daily degree α according to the aggregation of the position information and the daily degree β according to the index of the distance from the user's action base. Is calculated. The action base is, for example, a point in a mesh area where the user's home is located. The specifying unit 113 may determine the user's action base based on prior notification from the user, or may determine based on the tabulation of the tabulation unit 112. In the former case, the user notifies the administrator of the action determination server 10 of the address of the position serving as the action base, and the administrator converts the address into latitude and longitude, and the mesh area corresponding to the latitude and longitude. Is registered in the daily life DB 132 as an action base. The specifying unit 113 determines the user's action base with reference to the daily area DB 132. Also, based on the latter tabulation, the identification unit 113 determines that the place where the user's stay is the longest is home, and determines the mesh region having the largest number of positioning points as the user's action base. This action base is, for example, the center point of the mesh region, but may be another point in the mesh region. Each of the daily activities α, β, and γ is a value that indicates the degree of daily (or extraordinary) action range for the user corresponding to the area corresponding to the mesh area, in other words,
It is a value that serves as an index for whether or not the user belongs to the daily or non-daily life zone. These ordinary degrees become larger as the mesh area has a higher everyday degree. For example, the dailyness degree α increases as the number of positioning points belonging to the mesh region increases. For example, the dailyness level β increases as the distance from the action base decreases.

The specifying unit 113 specifies the daily life area according to the calculated daily life γ, and specifies at least a part of the mesh area other than the specified daily life area as the non-daily life area. In the present embodiment, the specifying unit 113 specifies a mesh area that does not belong to the daily life area as an extraordinary area.
The specifying unit 113 stores information related to the specified daily area or unusual area in the daily area DB 132. FIG. 5 is a diagram showing information stored in the daily life DB 132. As shown in FIG. 5, in the daily area DB 132, the mesh number of the daily area is stored in association with the user ID for each period. The mesh area in which the mesh number is not stored as the daily area in the daily area DB 132 is an unusual area in this embodiment. The daily area DB 132 may be a database in which the mesh numbers of the non-daily area instead of the daily area, or the mesh numbers of the daily area and the unusual area are stored.

  The determination unit 114 is a means for determining whether the positioning point indicated by the position information acquired by the acquisition unit 111 belongs to the user's daily area or non-daily area based on the aggregation of the position information for each time period (that is, determination) Means). The determination unit 114 refers to the information in the daily area DB 132 corresponding to the time when the position information is acquired, and determines whether the positioning point belongs to the user's daily area or the extraordinary area.

  The notification unit 115 notifies the CP server 30 of the result determined by the determination unit 114. Here, the notification unit 115 transmits determination data indicating the determination result to the CP server 30 via the communication unit 12.

  Returning to FIG. 2, the CP server 30 includes a control unit 31, a communication unit 32, and a content DB 33 as a hardware configuration. The control unit 31 is a microcomputer including a CPU as an arithmetic processing device and a memory including a ROM and a RAM. The CPU controls each unit of the CP server 30 by reading the control program stored in the ROM into the RAM and executing it. The communication unit 32 is an interface for connecting to the network 100 to be an external device. The content DB 33 is a database that stores content distributed to the communication terminal 20.

  The control unit 31 transmits information to the user of the communication terminal 20 based on the determination data received from the behavior determination server 10. In the present embodiment, the control unit 31 acquires content from the content DB 33 based on the positioning point and the determination result of whether or not the positioning point is included in the daily or non-daily life zone, and via the communication unit 32. To the communication terminal 20. As an example of content, there is content that guides transfer information, suspension information, delay information, and information on stores recommended to the user, which may be used by the user.

  Next, the operation of this embodiment will be described. FIG. 6 is a sequence diagram illustrating processing executed by the behavior determination system 1. When the control unit 21 of the communication terminal 20 determines that the positioning timing has arrived, the positioning unit 24 performs a positioning process (step S1). The control unit 21 transmits the user ID and the position information obtained by the positioning process to the behavior determination server 10 via the communication unit 22 (step S2). When the control unit 11 of the behavior determination server 10 acquires (receives) the user ID and the position information via the communication unit 12 (Step S3), the control unit 11 associates these with the positioning date and stores them in the position information DB 131. By the process of step S3, the position information DB 131 becomes, for example, in the state shown in FIG.

  Next, the control unit 11 aggregates the positional information acquired in step S3 and the positional information at the same time period for each mesh region (step S4), and calculates the dailyness γ based on this aggregation (step S5). The control unit 11 calculates the dailyness α and β for each of the time zone A, time zone B and time zone C on weekdays, and the time zone A, time zone B and time zone C other than weekdays. The degree γ is calculated.

  Here, the dailyness degree α is specified by the number of stays and the stay frequency of the user in the region corresponding to the mesh region. The dailyness α is expressed, for example, as a ratio of the number of positioning times in each mesh region to the total number of positioning times per day. In this case, when the total number of positionings per day is “150” and the positioning count within one mesh region is “80”, the dailyness α of the mesh region is α = 80/150 = 0. 53. The dailyness degree α may be calculated by another calculation. For example, out of the dailyness degree α divided into a plurality of stages, the dailyness degree α may be one everyday degree α corresponding to the number of positioning points.

  FIG. 7 is a diagram illustrating an example of the relationship between the mesh area and the dailyness α. FIG. 7 shows the dailyness α of the user A. In FIG. 7 and other drawings, “●” (black circle mark) indicates a positioning point. However, in order to prevent the drawing from becoming complicated, only some of the positioning points are shown in FIG. 7 and other drawings. For this reason, the number of “●” does not indicate the number of positioning points, but is a measure of the size of the number of positioning points. As shown in FIG. 7 (a), in the case of weekday time zone A, the positioning point is determined by the mesh area “023” where the user's home is located and the mesh area “053” where the nearest station is located. The number is large and the dailyness α is relatively high. As shown in FIG. 7B, in the time zone B on weekdays, the number of positioning points is large in the mesh area of the mesh number “147” where the user works, and the dailyness α is relatively high. As shown in FIG. 7C, in the time zone C on weekdays, the mesh number “023” corresponding to the area where the user's home is located and the mesh number “053” corresponding to the area where the nearest station is located. And the mesh number “035” corresponding to the area where the user goes to have a large number of positioning points, and the dailyness α is relatively high. As shown in FIGS. 7D to 7F, the number of positioning points in the mesh region of mesh number “023” corresponding to the region where the user's home is located in each of the time zones A to C except on weekdays. The dailyness α is relatively high.

FIG. 8 is a diagram illustrating an example of the relationship between the distance from the user's action base and the dailyness β.
As described above, the user's action base may be specified based on the report from the user or may be specified based on the total of the totaling unit 112. In the latter case, the positioning point is determined at each time. Exceeds the threshold and exceeds the mesh area (here, the mesh area of the mesh number “023” where the house is located) becomes the action base. As shown in FIG. 8, the dailyness β is “1.0” which is the maximum at or near the user's action base determined as described above, and the mesh area having a larger distance from the action base has a value. Get smaller. Here, when the distance from the action base to the point in the mesh area is less than 10 km, “1”, when it is 10 km or more and less than 30 km, “0.8”, when it is 30 km or more and less than 50 km, “0.6”, 50 km or more and less than 75 km is “0.4”, 75 km or more and less than 150 km is “0.2”, and less than 150 km is “0”. However, the relationship between the distance from the action base to the mesh region and the dailyness β may be another relationship.
Then, the control unit 11 multiplies the everydayness α and the everydayness β to calculate the everydayness γ for each mesh region. However, depending on the algorithm for calculating the ordinary degree α and the ordinary degree β, the ordinary degree γ may be calculated by an operation other than the multiplication. In other words, the relationship between the dailyness α, β, and γ only needs to satisfy the relationship that the dailyness γ increases as the dailyness α increases, and the dailyness γ increases as the dailyness β increases.

  Next, the control unit 11 specifies a daily area or an extraordinary area for each period based on the dailyness γ calculated in step S5 (step S6). The control unit 11 identifies a mesh area having an everyday degree γ equal to or greater than a threshold as an everyday area. The threshold value may be an ordinary degree (fixed value) determined in advance at the design stage or the like, or an ordinary degree (variable value) specified by the user of the communication terminal 20. Here, the threshold value is the same regardless of the time, but may be different depending on the time. Moreover, the control part 11 specifies the mesh area | region which is not an everyday area as an unusual area.

  FIG. 9 is a diagram illustrating a specific example of the daily area. In FIG. 9, the mesh area belonging to the daily life area of the user A is represented by being filled with a predetermined pattern. As shown in FIG. 9A, in the time zone A on weekdays, mesh areas with mesh numbers “023” and “053” are specified as the daily life zone. In addition, as shown in FIG. 9B, in the case of weekday time zone B, in addition to the mesh area with the mesh number “147” where the user works, the mesh area with the mesh number “146” is specified as the daily range. Has been. The mesh area with the mesh number “146” has a medium daily degree α, but the daily degree β increases because the distance from the mesh area with the mesh number “147” serving as the action base is small. γ is greater than or equal to the threshold value, that is, it belongs to the daily life zone. As shown in FIG. 9C, in the case of the time zone C on weekdays, in addition to the mesh areas with mesh numbers “023” and “053”, the mesh area with the mesh number “035” where the user goes to It is specified in the bloc. As shown in FIGS. 9D to 9F, the ordinary degree α of the mesh area of the mesh number “023” is relatively high in each of the time zones A to C except on weekdays. Furthermore, as shown in FIG. 9F, in the time zone C other than weekdays, the mesh area of the mesh number “024” is also specified as the daily life zone. The mesh area with the mesh number “024” has a medium everyday degree α, but the daily degree β increases because the distance from the mesh area with the mesh number “023” serving as the action base is small. γ is greater than or equal to the threshold value, that is, it belongs to the daily life zone. When the control unit 11 specifies the daily zone and the extraordinary zone, the control unit 11 stores information related to the specification in the daily zone DB 132. By the process of step S6, the daily zone DB 132 is in a state shown in FIG. 5, for example.

  Next, the control unit 11 determines whether or not the positioning point indicated by the position information acquired in step S3 belongs to the daily or unusual area at the time when the position information is acquired (step S7). Here, the control unit 11 compares the mesh number of the mesh area to which the positioning point belongs and the daily time zone of the corresponding time stored in the daily life DB 132. Then, the control unit 11 sends the position information indicating the positioning point used for determining whether or not it belongs to the daily life area or the extraordinary area and the determination data indicating the result of the determination via the communication unit 12 to the CP server 30. (Step S8).

  When receiving the position information and the determination data via the communication unit 32, the control unit 31 of the CP server 30 performs content output control based on the received position information and the determination data (step S9). Content output control includes control for switching whether content is output and control for outputting content. The presence or absence of content output will be described. For example, the control unit 31 outputs the content when the positioning point belongs to the daily life zone, and does not output the content when the positioning point belongs to the extraordinary zone.

  An example of content output control will be described. The control unit 31 outputs, for example, content related to a daily area in the user's next time zone. This content is, for example, information related to traffic guidance for moving to the next daily area, and specifically, content that guides the arrival and departure times, suspension information, and delay information of transportation facilities. It is considered that a user who is in the daily life zone in one time zone is likely to stay (for example, move) in the daily life zone in the next time zone. For this reason, the CP server 30 specifies a place where the user is predicted to be after a predetermined time by the daily area and transmits information related to the daily area. FIG. 9 shows an example of content output by the CP server 30 in each time slot. For the time zone C, the CP server 30 may vary the content to be output depending on whether the next time zone is a weekday or a non-weekday.

  When outputting the content, the control unit 31 transmits the content to the communication terminal 20 via the communication unit 32. At this time, the control unit 31 may transmit the content by pull-type communication in response to an inquiry from the communication terminal 20 performed according to the user's instruction, or by push-type communication regardless of the inquiry. Content may be sent.

  The content output control is not limited to this example, and the CP server 30 may transmit the content when the positioning point belongs to the extraordinary area. In addition, the CP server 30 may transmit the content when the positioning point belongs to a mesh area that is neither the ordinary area nor the unusual area.

  Further, the CP server 30 may output content according to the current date and time (that is, the acquisition time of the position information in step S3). For example, when the user is in the daily zone of the time zone A, the CP server 30 transmits information on restaurants recommended for lunch as information on the daily zone of the next time zone B. Further, for example, when the user is in the daily zone of the time zone B, the CP server 30 may transmit information on a store in the neighborhood of the home as information on the daily zone of the next time zone C. Further, when the user is in the daily zone of the time zone B and is in the extraordinary zone in the time zone C, the user may remain at the work place for the purpose of overtime. For this reason, CP server 30 may transmit information on nearby restaurants to the user.

  It can be considered that there are cases where the user feels the current location as a daily place or an extraordinary place depending on the place where the user usually stays, that is, the distance from the action base. According to the behavior determination system 1 described above, the behavior determination server 10 can determine a daily sphere or a non-daily sphere for the user based on the distance from the behavior base.

The present invention can be implemented in a form different from the above-described embodiment. The present invention can also be implemented in the following forms, for example. Further, the following modifications may be combined as appropriate.
(Modification 1)
In the embodiment, the ordinary degree α and the ordinary degree β are multiplied to obtain the ordinary degree γ. However, when the ordinary degree α increases, the ordinary degree γ increases, and when the ordinary degree β increases, the ordinary degree γ increases. As long as the above relationship is satisfied, other calculation methods such as adding the dailyness α and the dailyness β may be used.

  In addition, the ordinary degree α is not necessarily required for the determination of the daily area, and it may be determined whether or not the daily area is based on whether the daily degree β exceeds a threshold value. That is, the present invention provides an acquisition unit that acquires position information indicating a positioning point of a user's position, a specifying unit that specifies an action base for each user, and a positioning point indicated by the position information acquired for one user. Determining means for determining whether the user belongs to the daily life area or the non-daily life area based on the distance from the action base specified for the one user, and the result determined by the determination means based on the result What is necessary is just an action determination apparatus provided with the notification means to notify with respect to the transmission means which transmits information to.

(Modification 2)
A plurality of types of correspondence relationships between the distance from the action base and the daily degree β as shown in FIG. 8 may be prepared, and any of these may be selected and used for the determination of the daily area / non-daily area. . That is, the determination unit 114 has a plurality of correspondence relationships in which the distance between the positioning point and the action base is associated with a value (in this case, the everyday degree β) that is an index as to whether or not it belongs to the daily or unusual area. The determination may be made using any one selected from the above. FIG. 10 is a diagram illustrating an example of a plurality of tables in which the correspondence between the distance from the action base and the dailyness β is described. Such tables T1, T2, and T3 are stored in the storage device of the action determination server 10, and when the specifying unit 113 specifies the daily area, it is based on any content selected from these tables. The dailyness β is calculated. As shown in the figure, the relationship between the distance from the action base and the everyday degree β in the table T2 is greater than the table T1, even if the distance from the action base is far. Further, regarding the relationship between the distance from the action base and the everyday degree β in the table T3, the everyday degree β is larger even when the distance from the action base is farther than the table T2. In other words, in the order of the table T → T2 → T3, even a place further away from the action base such as a home is treated as a place having a character as an everyday area. These tables are selectively used according to the width of the user's constant action range. That is, if the user's permanent action range is wide, a table T3 showing a correspondence relationship with a longer distance corresponding to the predetermined dailyness β is used, and if the user's constant action range is narrow, If a table T1 showing a correspondence relationship with a shorter distance corresponding to the dailyness β is used and the user's constant action range is medium, a table T2 corresponding to an intermediate content between the table T3 and the table T1. Is used.

As a specific selection method, first, there is a method in which the user himself / herself uses which table to use, for example, is input to the communication terminal 20, and the specifying unit 113 of the behavior determination server 10 selects the table based on the input. .
First, the specifying unit 113 estimates a moving unit mainly used by the user based on the position information DB 131. Specifically, the distance between positioning points having consecutive positioning dates and times is obtained, and when the distance is equal to or greater than a first threshold, it is estimated that the moving means is an aircraft, and the distance is a second threshold (< If the first threshold) is less than the first threshold, the moving means is estimated to be a train or a vehicle, and the distance is greater than the third threshold (<second threshold) and less than the second threshold Estimates that the means of transportation is walking. And for a user whose frequency of using an aircraft as a moving means is higher than the average value of all the users or a predetermined threshold, the constant action range seems to be wide. In the specification, the table T3 is selected. On the other hand, for a user whose walking frequency is higher than the average value of all the users or a predetermined threshold value, the constant action range seems to be narrow, so the specifying unit 113 selects the table T1. For other users, the specifying unit 113 selects the table T2.

  In addition, the larger the area where the dailyness α is greater than or equal to the threshold (that is, the daily life estimated from only the dailyness α), the wider the user's constant action range, A correspondence relationship having a longer distance corresponding to the everydayness β may be selected. For example, when one of the tables T2 and T3 is used, it seems that the constant range of action is wide for a user whose area of everydayness α is greater than or equal to a threshold value than the average value of the entire user or a predetermined threshold value. Therefore, the specifying unit 113 selects the table T3 in specifying the daily area / non-daily area. On the other hand, the area where the dailyness α is greater than or equal to the threshold is considered to be narrow for the average value of the entire user or the users whose threshold is less than or equal to the predetermined threshold. Therefore, the specifying unit 113 selects the table T2. To do.

(Modification 3)
Since the purpose of the user's movement may be registered in the scheduler function of the communication terminal 20 possessed by the user, the daily / non-daily area may be determined using the purpose of the movement. Specifically, the determination unit 114 may forcibly determine an extraordinary area from the purpose of travel regardless of the magnitude of the dailyness γ (for example, the purpose of travel is extraordinary such as “travel”). For example, a case of a daily event such as “meal with family” for the purpose of movement). In addition, when the purpose of the movement is an unusual event, the determination unit 114 may perform a process of reducing the everydayness γ by subtracting a certain fixed value from the everydayness γ.
On the other hand, when the purpose of movement is a daily event, the determination unit 114 performs a process to increase the daily level γ by adding a fixed value to the daily level γ. Also good.

(Modification 4)
The behavior determination server 10 may divide the map into a plurality of mesh regions by classification according to time. FIG. 11 is a sequence diagram showing processing executed in the behavior determination system of this modification. When the control unit 11 obtains the user ID and the position information in step S3, the control unit 11 divides the mesh region into segments according to the time (step S11). Based on the position information DB 131, the control unit 11 (aggregation unit 112) makes the corresponding region smaller as the mesh region has more positioning points for each period. For example, in the above-described embodiment, the mesh region having the mesh number “023” is defined as shown on the left side of FIG. On the other hand, in this modification, the control unit 11 performs the mesh with the mesh number “023” as shown on the right side of FIG. The region is further equally divided into 2 × 2 regions, and mesh regions with mesh numbers “023-1” to “023-4” are defined. In this case, for example, as shown on the right side of FIG. 12A, it can be seen that there are particularly many positioning points in the mesh region having the mesh number “023-2”, so the control unit 11 selects a mesh region having many positioning points. It becomes easy to specify as an action base accurately. As for the weekday time zone B, as shown on the left side of FIG. 12A, the control unit 11 defines a mesh region having the mesh number “023” having the same shape and size as the above-described embodiment. . Further, the control unit 11 may divide one mesh area into a plurality of mesh areas by a method other than 2 × 2.

Similarly, the control unit 11 (aggregation unit 112) enlarges the corresponding region as the mesh region has fewer positioning points. For example, in the time zone B on weekdays, as shown on the left side of FIG. 12B, it is assumed that a mesh region with a mesh number “147” is defined. In this case, in the time zone other than the time zone B on weekdays, the control unit 11 enlarges the area corresponding to the mesh area as shown on the right side of FIG. Moreover, the control part 11 may make the area corresponding to a mesh area | region small, so that the distance from a user's action base is small, and the area corresponding to a mesh area | region may be enlarged, so that this distance is large. As a result, the total number of mesh regions is reduced, so that the amount of calculations and data to be performed by the control unit 11 are reduced.
According to the behavior determination server 10 of this modification, an increase in the amount of information to be handled is suppressed while accurately determining the user's daily sphere and extraordinary sphere that change according to time.
In the present modification, the control unit 11 changes the size (dimension) of the mesh region. However, the control unit 11 may change the shape or both the size and the shape.

(Modification 5)
In the embodiment described above, the behavior determination server 10 totals the position information for each day of the week and the time. However, the action determination server 10 may total the position information for each different time. For example, the behavior determination server 10 may total the position information for each day, month, or season. For example, when a user visits a specific place on a fixed day every month, the behavior determination server 10 specifies a mesh area corresponding to the specific place as a daily area on the same day of each month, and transmits information to the user. Enable. In this case, the behavior determination server 10 transmits, for example, traffic information around a place visited by the user to the user. In addition, for a user who moves to a specific place in a fixed month or season (for example, returns home), the behavior determination server 10 can specify the specific place as a daily area and transmit information to the user. To do. That is, in the present invention, the reference (for example, calendar) when dividing the time is not particularly limited, and for example, the reference specified by the user may be used.

(Modification 6)
In calculating the dailyness β, the control unit 11 may use an index other than the distance itself as an index of the distance between the user's action base and the mesh region. For example, the control unit 11 may calculate the dailyness β based on a moving unit used to move from the user's action base to the area corresponding to the mesh area. Even if the distance from the action base to the area corresponding to the mesh area is the same, whether the user uses public transportation such as walking, bicycle, car, train, bus, etc. Considered different. For example, even if it is an area that is easy to move for a user who uses a car, it is an area where it is difficult for a user who does not use a car and uses a walk or a bicycle to move and does not act on a daily basis. there is a possibility.
Therefore, the behavior determination server 10 stores a table that defines the relationship between the moving means that can be used by the user and the dailyness β, and the control unit 11 is based on the table corresponding to the moving means that the user uses. Then, the everyday degree β is calculated. In this table, the distance from the action base described in FIG. 7 and the value of the everydayness β are associated with each moving means. The everyday degree β corresponding to one distance increases as the user moves more easily. For example, it is a moving means that is easy for the user to move in the order of public transportation, automobile, bicycle, and walking, but is not limited to this example.

In addition, the control unit 11 uses the time required for movement from the user's action base to the area corresponding to the mesh area (that is, movement time) or the cost of fuel of the moving means required for the movement as an index of distance. β may be calculated. In this case, the shorter the travel time or the lower the cost of fuel, the greater the dailyness β corresponding to one distance.
As described above, the control unit 11 reflects the moving means that can be used by each user by calculating the daily degree β based on the index of the distance between the user's action base and the area corresponding to the mesh region. This makes it easier to identify the daily life zone.
Note that the moving means that can be used by the user may be specified (estimated) by the control unit 11 analyzing the position information of the positioning point. When the positioning process is performed at a predetermined interval, a time-series change (that is, user movement) of the positioning point indicated by the position information is known. Therefore, the control unit 11 may calculate the moving distance (that is, the moving speed) of the user per unit time and specify the moving means that can be used by the user.

(Modification 7)
The user's action base may not be a mesh region where the staying opportunity is the most, such as the user's home or company. For example, the control unit 11 may use a mesh region having the largest stay opportunity in all time zones as an action base regardless of the time zones.
In addition, instead of the user's action base, the control unit 11 specifies the user's action range based on the summation of the positioning points, and based on the distance from any point in the specified action range, the everyday degree β May be calculated. At this time, the control unit 11 may specify a point that is the starting point of the distance based on the dailyness α. For example, the control unit 11 specifies a user's action range configured by a mesh region having an everyday degree α of a first threshold value or more. And the control part 11 makes the predetermined | prescribed point illustrated by the center point of a user's action range the starting point of the distance when calculating the everyday degree (beta).

(Modification 8)
The order of the processes described in FIG. 6 may be changed. Moreover, whenever the position determination information is acquired from the communication terminal 20, the behavior determination server 10 may provide an opportunity to omit the position information by collecting the position information and specifying the daily area or the non-daily area. For example, even if it is a case where the action determination server 10 totals position information at a predetermined interval and identifies a daily or non-daily life area and acquires position information at other timings, the processing steps of steps S4 to S6 are performed. May be omitted, and it may be determined whether the positioning point belongs to the daily life area or the non-daily life area based on the daily life area DB 132.
Moreover, although the control part 11 divided | segmented the map into mesh shape, you may divide | segment by another shape or size, and the division | segmentation method is not ask | required.
Moreover, the control part 11 may analyze the distribution of the positioning point which position information shows, without dividing | segmenting a map into a some area | region, and may specify a user's daily area or an unusual area. In this case, the control part 11 specifies the area | region on the map where the positioning point increases, for example, as a daily sphere.
In addition, the method of dividing the time and day of the week described in the embodiment is merely an example, and the time and day of the week may be further divided and may be further coarsely divided. Further, only one of time and day of the week may be used. Moreover, how to divide time may differ for every user.

(Modification 9)
In the action determination system 1 of the above-described embodiment, positioning using the GNSS system is performed, but the present invention is not limited to this example. In the behavior determination system 1, for example, positioning using a positioning system based on IMES (Indoor Messaging System), a wireless base station of a mobile communication network, an access point of a wireless LAN (Local Area Network), or the like may be performed.

(Modification 10)
The behavior determination server 10 and the CP server 30 may not be separate devices, but a server device in which these are integrated may be used. In this case, the action determination server 10 controls the transmission means in the own server based on the determination result of whether the positioning point belongs to the daily area or the extraordinary area. This transmission means realizes a function equivalent to the CP server 30 described above.
The behavior determination apparatus of the present invention is not limited to that realized in the form of a server apparatus, and may be realized in a form incorporated in a communication terminal used by a user, for example.
The communication terminal 20 is not limited to a smartphone, and may be a feature phone, a tablet computer, or various wearable communication terminals (wearable computer, such as a head mounted display).

(Modification 11)
In the embodiment described above, each function realized by the control unit 11 of the behavior determination server 10 can be realized by a combination of a plurality of programs, or can be realized by linkage of a plurality of hardware resources. When the function of the control unit 11 is realized using a program, the program includes a magnetic recording medium (magnetic tape, magnetic disk (HDD (Hard Disk Drive), FD (Flexible Disk)), etc.), optical recording medium (optical disk). Etc.), may be provided in a state stored in a computer-readable recording medium such as a magneto-optical recording medium or a semiconductor memory, or distributed via a network. In addition, the present invention may be realized using cloud computing. The present invention can also be understood as a behavior determination method.

DESCRIPTION OF SYMBOLS 1 ... Action determination system, 10 ... Action determination server, 11, 21, 31 ... Control part, 111 ... Acquisition part, 112 ... Aggregation part, 113 ... Identification part, 114 ... Determination part, 115 ... Notification part, 12, 22, 32 ... Communication part 131 ... Position information DB 132 ... Daily service area DB 20, 20A, 20B, 20C ... Communication terminal 23 ... UI part 24 ... Positioning part 25 ... Storage part 30 ... CP server 33 ... Content DB, 100 ... Network

Claims (9)

Acquisition means for acquiring position information indicating a positioning point of the user's position;
A specific means for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Means,
A notification means for notifying a result determined by the determination means to a transmission means for transmitting information to the user based on the result ;
The determination means is an action determination device that acquires the purpose of movement of the one user from the scheduler function of the one user and determines whether the user belongs to the daily life zone or the non-daily life zone using the acquired purpose . Acquisition means for acquiring position information indicating a positioning point of the user's position;
A specific means for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Means,
A notification means for notifying a result determined by the determination means to a transmission means for transmitting information to the user based on the result;
The determination means specifies a user's permanent action range, and associates an index of the distance between the positioning point and the action base with a value serving as an index as to whether the user belongs to the daily or extraordinary area. The determination is performed using any of the plurality of correspondences selected based on the identified permanent action range,
The plurality of correspondence relationships include a first correspondence relationship and a second correspondence relationship,
The relationship between the distance between the positioning point and the action base in the first correspondence relationship and the value serving as an index as to whether it belongs to the daily or extraordinary zone is compared with the second correspondence. Even if the distance is far, the value is a relationship indicating the daily area,
When the specified constant action range is the first area, the specifying unit is
The behavior determination device that selects the second relationship when the specified permanent action range is a second area narrower than the first area. Acquisition means for acquiring position information indicating a positioning point of the user's position;
A specific means for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Means,
A notification means for notifying a result determined by the determination means to a transmission means for transmitting information to the user based on the result;
The specifying means specifies the daily sphere and the extraordinary sphere for each mesh region divided into a plurality on the map,
The behavior determination device that reduces the mesh area with more positioning points indicated by the position information and increases the mesh area with fewer positioning points indicated by the position information. An acquisition step of acquiring position information indicating the positioning point position Yu over THE,
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user A step of obtaining a purpose of movement of the one user from the scheduler function of the one user, and determining whether the user belongs to the daily life zone or the non-daily life zone using the obtained purpose ;
An action determination method comprising: a notification step of notifying a result of the determination in the determination step to a transmission means for transmitting information to the user based on the result. An acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Steps,
A notification step of notifying a result determined in the determination step to a transmission means for transmitting information to the user based on the result;
In the determination step, the user's permanent action range is identified, and an index of the distance between the positioning point and the action base is associated with a value serving as an index as to whether the user belongs to the daily or unusual area. The determination is performed using any of the plurality of correspondences selected based on the identified permanent action range,
The plurality of correspondence relationships include a first correspondence relationship and a second correspondence relationship,
The relationship between the distance between the positioning point and the action base in the first correspondence relationship and the value serving as an index as to whether it belongs to the daily or extraordinary zone is compared with the second correspondence. Even if the distance is far, the value is a relationship indicating the daily area,
In the specifying step, when the specified permanent action range is a first width, the first relationship is selected, and the specified constant action range is narrower than the first width. A behavior determination method for selecting the second relationship when the width is 2. An acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Steps,
A notification step of notifying a result determined in the determination step to a transmission means for transmitting information to the user based on the result;
In the specifying step, the daily sphere and the extraordinary sphere are specified for each mesh region divided into a plurality on the map,
The behavior determination method in which the mesh region having a larger number of positioning points indicated by the position information is smaller and the mesh region having a smaller number of positioning points indicated by the position information is larger. On your computer,
An acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user A step of obtaining a purpose of movement of the one user from the scheduler function of the one user, and determining whether the user belongs to the daily life zone or the non-daily life zone using the obtained purpose ;
A program for executing a notification step of notifying a result determined in the determination step to a transmitting means for transmitting information to the user based on the result. On the computer,
An acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Steps,
A notification step of notifying the result determined in the determination step to a transmission means for transmitting information to the user based on the result;
In the determination step, the user's permanent action range is identified, and an index of the distance between the positioning point and the action base is associated with a value serving as an index as to whether the user belongs to the daily or unusual area. The determination is performed using any of the plurality of correspondences selected based on the identified permanent action range,
The plurality of correspondence relationships include a first correspondence relationship and a second correspondence relationship,
The relationship between the distance between the positioning point and the action base in the first correspondence relationship and the value serving as an index as to whether it belongs to the daily or extraordinary zone is compared with the second correspondence. Even if the distance is far, the value is a relationship indicating the daily area,
In the specifying step, when the specified permanent action range is a first width, the first relationship is selected, and the specified constant action range is narrower than the first width. A program for selecting the second relationship when the width is 2. On the computer,
An acquisition step of acquiring position information indicating a positioning point of the user's position;
A specific step for identifying an action base for each user without using a distance indicator;
Determining whether to belong to a daily zone or an extraordinary zone based on an index of the distance between the positioning point indicated by the position information acquired for one user and the action base specified for the one user Steps,
A notification step of notifying the result determined in the determination step to a transmission means for transmitting information to the user based on the result;
In the specifying step, the daily sphere and the extraordinary sphere are specified for each mesh region divided into a plurality on the map,
The mesh region having more positioning points indicated by the position information is smaller and the measurement indicated by the position information is smaller.
A program having a larger mesh area with fewer ranks.

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