JP7023253B2 - Collection device, collection method and collection program - Google Patents

Description

The present invention relates to a collection device, a collection method and a collection program.

Conventionally, technologies for providing various types of information have been provided based on the commonality among users. As an example of such a technique, a technique for recommending a dating target based on the similarity of a target for which a user has applied for dating in the past is known.

Japanese Unexamined Patent Publication No. 2017-405342

However, it may not be possible to say that the above-mentioned conventional technique provides useful information to a user who has started dating.

For example, the above-mentioned conventional technique merely recommends a user to be dating, and cannot be said to provide useful information to a user who has started dating.

The present application has been made in view of the above, and an object thereof is to provide useful information to a user who has started dating.

The collection device according to the present application collects behavior information indicating actions performed by a specific unit that identifies a plurality of users whose relationship satisfies a predetermined condition and a plurality of users specified by the specific unit. It is characterized by having a part.

According to one aspect of the embodiment, there is an effect that useful information can be provided to a user who has started dating.

FIG. 1 is a diagram showing an example of a collection process according to an embodiment. FIG. 2 is a diagram showing a configuration example of a collection system according to an embodiment. FIG. 3 is a diagram showing a configuration example of the terminal device according to the embodiment. FIG. 4 is a diagram showing a configuration example of the collecting device according to the embodiment. FIG. 5 is a diagram showing an example of a user storage unit according to an embodiment. FIG. 6 is a diagram showing an example of a couple storage unit according to an embodiment. FIG. 7 is a flowchart showing an example of the collection process according to the embodiment. FIG. 8 is a hardware configuration diagram showing an example of a computer that realizes the function of the collecting device.

Hereinafter, a collection device, a collection method, and an embodiment for implementing the collection program (hereinafter referred to as “embodiment”) according to the present application will be described in detail with reference to the drawings. It should be noted that this embodiment does not limit the collection device, collection method and collection program according to the present application. Further, in each of the following embodiments, the same parts are designated by the same reference numerals, and duplicate explanations are omitted.

(Embodiment)
[1. An example of information processing]
First, an example of information processing according to an embodiment will be described with reference to FIG. FIG. 1 is a diagram showing an example of information processing according to an embodiment. FIG. 1 shows an example in which information processing according to an embodiment is executed by the collection device 100. In the following embodiments, users who have a romantic relationship after matching are appropriately referred to as "couples".

In FIG. 1, by collecting information after matching between users and learning the characteristics, predetermined information is proposed to other users who have become a couple (hereinafter, appropriately referred to as “other couples”). The case of doing is shown. For example, in FIG. 1, the collector 100 proposes a date spot to another couple. Hereinafter, an example of the collection process according to the embodiment will be described with reference to FIG.

The collection device 100 acquires the user's attributes and location information (step S101). Here, the position information acquired by the collecting device 100 is a position history. For example, the location information acquired by the collecting device 100 is information related to the history of the user's movement, such as when the user visited "where" at "what time". Further, the position information is, for example, position information acquired from a terminal device individually used by a user. For example, the position information is the position information acquired via GPS (Global Positioning System) or an application. The collecting device 100 acquires the attributes and location information of the user registered in the predetermined service. The collecting device 100 may acquire the respective attributes and position information of the users who are presumed to match. The process according to step S101 may be executed after the process according to step S102.

The collecting device 100 identifies the couple from the matching result (step S102). Here, the matching result according to the embodiment is a result of whether or not the matched users have mutual favors. For example, the collecting device 100 mutually displays photographs of matching partners, and determines whether or not they have mutual favors according to each other's operations. To give a specific example, when the collection device 100 displays photographs mutually and accepts an operation (for example, a click or a tap) that is considered to be mutually favorable, it is presumed that they have mutual favor. Then, the collecting device 100 identifies the users who are presumed to have mutual favor as a couple. As shown in FIG. 1, the collecting device 100 accepts an operation in which the user # 1 is in favor of the user # 2, and the user # 2 is in favor of the user # 1. It is assumed that the operation is accepted and the operation that the user # 3 is in favor of the user # 1 is accepted. In this case, since the collecting device 100 has received an operation that the user # 1 and the user # 2 have mutual favor, the user # 1 and the user # 2 are specified as a couple. Further, the collecting device 100 accepts an operation from the user # 3 that the user # 1 is in favor of the user # 1, but accepts an operation from the user # 1 that the user # 3 is in favor of the user # 3. Since there was no such thing, user # 1 and user # 3 are specified as unsuccessful couples. In the following, user # 1 and user # 2 are collectively referred to as "couple # 1" as appropriate.

The collecting device 100 estimates a date place (date spot) from each position information of the couple (step S103). In the example of FIG. 1, the collecting device 100 estimates the place visited by both the user # 1 and the user # 2 as a date spot from the position information of the user # 1 and the position information of the user # 2. do. For example, the collecting device 100 estimates a place where the user # 1 and the user # 2 have visited together and the number of visits is equal to or greater than a predetermined threshold value as a date spot. The location information according to the embodiment includes a combination of information on the position where the user has moved (stayed) and information on the date and time when the user has moved to that position. In FIG. 1, the position information of the user # 1 includes a combination of “date and time # 1-1” and “position # 1-1”. This indicates that the user # 1 has moved to the "position # 1-1" at the "date and time # 1-1". Further, the collecting device 100 estimates "date spot # 1-1" and "date spot # 1-2" as the date spots visited by the couple # 1.

The collecting device 100 collects couple information indicating information on couples whose predetermined period has elapsed since matching (step S104). The couple information is information about the actions taken by the users who have become a couple. For example, couple information is information about a date between users who have become a couple. Specifically, the couple information includes information on the place of dating, the number of dates, the frequency of dates, and the like. Further, the couple information may be information for estimating the state of the couple, such as continuing dating or parting. Here, FIG. 1 shows a couple in the first month after the couple # 1 became a couple, a couple in the third year after the couple # 2 became a couple, and a couple after the couple # 3 became a couple. It is a couple in the 6th month, indicating that couple # 4 is a separated couple. In FIG. 1, the collecting device 100 collects the couple information of the couple # 2 having been matched for 3 years and the couple information of the couple # 3 having been matched for 6 months.

The collecting device 100 proposes predetermined information to another couple based on the collected couple information (step S105). For example, the collecting device 100 proposes predetermined information to another couple who have a short day since they started dating (beginning dating). For example, the collecting device 100 proposes a date spot. Specifically, the collecting device 100 may propose a date spot based on the relationship between the collected couple information and the date spot. The collecting device 100 learns the relationship between the collected couple information and the date spot, generates a model, and proposes a date spot having a high index value indicating the intimacy of the couple. Here, the collecting device 100 may generate a model in which the relationship is learned by using the couple information of the couple whose intimacy is maintained or estimated to be increasing as correct data. .. Alternatively, the collecting device 100 may generate a model in which the relationship is learned by using the couple information of the married couple as correct answer data.

The collecting device 100 may propose a date spot based on a predetermined privilege at the date spot. As a specific example, the collecting device 100 proposes a movie theater with a high benefit of the couple discount as a date spot based on the couple discount of the movie. The collecting device 100 may propose a date spot based on the positional relationship of each of the addresses and bases of other couples. The collector 100 may propose a mobile date spot for each of the other couples. The collecting device 100 may propose a position within a predetermined range from each position where each of the other couples frequently moves as a date spot.

The collecting device 100 may determine a date spot to be proposed to another couple according to the period after matching of the other couple. For example, the collecting device 100 is based on the couple information of a couple who has a short day after matching (hereinafter, appropriately referred to as "new couple"), and a couple who has a long day after matching (hereinafter, appropriately referred to as "experienced couple"). You may decide the date spot to propose to (call). As a specific example, the collecting device 100 may determine a date spot to be proposed to the couple in the third year after matching based on the couple information of the couple in the third month after matching. On the other hand, the collecting device 100 may determine a date spot to be proposed to the new couple based on the couple information of the veteran couple. As a specific example, the collecting device 100 may determine a date spot to be proposed to the couple in the third month after matching based on the couple information of the couple in the third year after matching. Further, the collecting device 100 may determine a date spot based on the couple information of couples having similar periods after matching. For example, the collecting device 100 may determine a date spot proposed to a couple whose matching period is within the range based on the couple information of the couple whose matching period is within the predetermined range. ..

The collecting device 100 may determine a date spot to be proposed to the other couple according to the position information of each of the other couples. Specifically, when the other couple is a long-distance relationship couple, the collection device 100 proposes a date spot to the other couple based on the couple information of the couple identified as the long-distance relationship couple. May be decided. Here, the long-distance relationship couple is a couple whose position information distance of each of the other couples is equal to or larger than a predetermined threshold value. Further, when the other couple is a couple living in a predetermined area, the collecting device 100 determines a date spot to be proposed to the other couple based on the couple information of the couple living in the same area as the other couple. You may.

Hereinafter, an example of processing when the collecting device 100 proposes a date spot using a model will be described. The collecting device 100 acquires the attribute information indicating the attributes of the couple whose predetermined period has passed since the start of dating, the date place, and the elapsed period from the start of dating to the visit to the predetermined place. When the acquired elapsed period and attribute information are input, the collecting device 100 learns a model so that a date spot visited by a couple who has elapsed a predetermined period from the start of dating is output after the elapsed period. The collecting device 100 inputs the elapsed period of the new couple and the attribute information, and proposes an output date spot. The collecting device 100 may analyze the physical distance according to the address and the number of dates, estimate the relationship between the estimated distance and the number of dates, and learn the model. Further, the collecting device 100 may learn a model for improving the relationship between couples based on statistical data of date spots having a predetermined threshold value or more. Then, the collecting device 100 may learn the model so that the date spot proposed by the couple's partner is output. Further, the collecting device 100 may learn the model by continuously monitoring the life events of the couple.

The service according to the embodiment may be, for example, an application (a service via an application).

[Information processing system configuration]
The collection system 1 shown in FIG. 2 will be described. As shown in FIG. 2, the collection system 1 includes a terminal device 10 and a collection device 100. The terminal device 10 and the collection device 100 are connected to each other via a predetermined communication network (network N) so as to be communicable by wire or wirelessly. FIG. 2 is a diagram showing a configuration example of the collection system according to the embodiment. The collection system 1 shown in FIG. 2 may include a plurality of terminal devices 10 and a plurality of collection devices 100.

The terminal device 10 is an information processing device used by a user or another user. In other words, the terminal device 10 is an information processing device used by each of a couple or another couple. The terminal device 10 may be any device as long as the processing in the embodiment can be realized. Further, the terminal device 10 may be a device such as a smartphone, a tablet terminal, a notebook PC (Personal Computer), a desktop PC, a mobile phone, or a PDA (Personal Digital Assistant). Further, the terminal device 10 may detect various sensor information not only by a GPS sensor or the like but also by various sensors.

The collecting device 100 is used to propose predetermined information to another couple based on the information of the couple satisfying the predetermined condition. The collection device 100 is, for example, an information processing device such as a PC or WS (Work Station), and performs processing based on information transmitted from the terminal device 10 via the network N.

[2. Configuration of terminal equipment]
Next, the configuration of the terminal device 10 according to the embodiment will be described with reference to FIG. FIG. 3 is a diagram showing a configuration example of the terminal device 10 according to the embodiment. As shown in FIG. 3, the terminal device 10 has a communication unit 11, an input unit 12, an output unit 13, and a control unit 14.

(Communication unit 11)
The communication unit 11 is realized by, for example, a NIC (Network Interface Card) or the like. Then, the communication unit 11 is connected to the predetermined network N by wire or wirelessly, and transmits / receives information to / from the collecting device 100 via the predetermined network N.

(Input unit 12)
The input unit 12 receives various operations from the user or other users. For example, the input unit 12 may accept various operations from the user or another user via the display surface by the touch panel function. Further, the input unit 12 may accept various operations from the buttons provided on the terminal device 10 and the keyboard and mouse connected to the terminal device 10.

(Output unit 13)
The output unit 13 is a display screen of a tablet terminal or the like realized by, for example, a liquid crystal display or an organic EL (Electro-Luminescence) display, and is a display device for displaying various information. Further, the output unit 13 outputs the information transmitted from the collection device 100. For example, the output unit 13 outputs information about a date spot.

(Control unit 14)
The control unit 14 is, for example, a controller, and various programs stored in a storage device inside the terminal device 10 by a CPU (Central Processing Unit), an MPU (Micro Processing Unit), or the like are RAMs (Random Access Memory). ) Is executed as a work area. For example, the various programs include programs of applications installed in the terminal device 10. For example, the various programs include a program of an application that displays information transmitted from the collection device 100. Further, the control unit 14 is realized by, for example, an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).

As shown in FIG. 3, the control unit 14 has a transmission unit 141 and a reception unit 142, and realizes or executes the operation of information processing described below.

(Transmission unit 141)
The transmission unit 141 transmits various information to an external information processing device. For example, the transmission unit 141 transmits various information to another information processing device such as the collection device 100. The transmission unit 141 transmits information stored in a predetermined storage unit. For example, the transmission unit 141 transmits the user's attributes and location information. For example, the transmission unit 141 transmits the attributes and location information of other users.

(Receiver 142)
The receiving unit 142 receives various information. The receiving unit 142 receives various information from an external information processing device. The receiving unit 142 receives various information from other information processing devices such as the collecting device 100. For example, the receiving unit 142 receives information about a date spot. For example, the receiving unit 142 receives information about a date spot according to a period from the start of dating.

[3. Configuration of collector]
Next, the configuration of the collecting device 100 according to the embodiment will be described with reference to FIG. FIG. 4 is a diagram showing a configuration example of the collecting device 100 according to the embodiment. As shown in FIG. 4, the collecting device 100 includes a communication unit 110, a storage unit 120, and a control unit 130. The collecting device 100 has an input unit (for example, a keyboard, a mouse, etc.) that receives various operations from the administrator of the collecting device 100, and a display unit (for example, a liquid crystal display, etc.) for displaying various information. May be good.

(Communication unit 110)
The communication unit 110 is realized by, for example, a NIC or the like. Then, the communication unit 110 is connected to the network N by wire or wirelessly, and transmits / receives information to / from the terminal device 10 via the network N.

(Memory unit 120)
The storage unit 120 is realized by, for example, a semiconductor memory element such as a RAM or a flash memory, or a storage device such as a hard disk or an optical disk. As shown in FIG. 4, the storage unit 120 has a user storage unit 121 and a couple storage unit 122.

The user storage unit 121 stores user attribute information and location information. Here, FIG. 5 shows an example of the user storage unit 121 according to the embodiment. As shown in FIG. 5, the user storage unit 121 has items such as "user ID", "attribute", and "location information".

The "user ID" indicates identification information for identifying the user. "Attribute" indicates the attribute information of the user. For example, "attribute" indicates information about a user's age, gender, address, base, and the like. In the example shown in FIG. 5, an example in which conceptual information such as "attribute # U1-1" and "attribute # U1-2" is stored in "attribute" is shown, but in reality, the information indicating the attribute is stored. Stored. To give a specific example, information such as "30 years old" and information such as "male" are stored in the "attribute". "Location information" indicates the location information of the user. For example, "location information" indicates information such as "where" the user visited "where" at "when". As shown in FIG. 5, the "position information" may have items such as "date and time" and "position". The "date and time" indicates the date and time when the user moved to the position indicated by the "position". In the example shown in FIG. 5, conceptual information such as "date and time # U1-1" and "date and time # U1-2" is stored in "date and time", but in reality, the information indicating the date and time is stored. Stored. For example, the "date and time" is not limited to hours and minutes, and information including seconds may be stored, or information indicating the date and time in another expression may be stored. Further, the "position" indicates the position where the user has moved to the date and time indicated by the "date and time". In the example shown in FIG. 5, conceptual information such as "position # U1-1" and "date and time # U1-2" is stored in "position", but in reality, information such as location is stored. Stored.

The couple storage unit 122 stores information about actions taken by the users who have become a couple. Here, FIG. 6 shows an example of the couple storage unit 122 according to the embodiment. As shown in FIG. 6, the couple storage unit 122 has items such as “couple ID”, “elapsed period”, and “couple information”.

The "couple ID" indicates identification information for identifying a couple. In other words, the "couple ID" indicates identification information for identifying the users who have become a couple. Here, the time when the collecting device 100 acquires the information of another couple is set as the current date and time. "Elapsed period" indicates the period from becoming a couple to the current date and time. "Couple information" indicates information on the actions taken by the users who have become a couple. In the example shown in FIG. 6, an example in which conceptual information such as "couple # L1-1" and "couple # L1-2" is stored in "couple information" is shown, but in reality, a date place, Information about the number of dates and the frequency of dates is stored.

(Control unit 130)
The control unit 130 is a controller, and is realized by, for example, using a CPU, an MPU, or the like to execute various programs stored in the storage device inside the collection device 100 using the RAM as a work area. Further, the control unit 130 is a controller, and is realized by, for example, an integrated circuit such as an ASIC or FPGA.

As shown in FIG. 4, the control unit 130 has a specific unit 131, an acquisition unit 132, a collection unit 133, a generation unit 134, and a proposal unit 135, and realizes the information processing operation described below. Or execute. The internal configuration of the control unit 130 is not limited to the configuration shown in FIG. 4, and may be any other configuration as long as it is configured to perform information processing described later.

(Specific part 131)
The specific unit 131 specifies various types of information. The specifying unit 131 specifies various information from an external information processing device. The specifying unit 131 specifies various information from other information processing devices such as the terminal device 10.

The identification unit 131 specifies various information from the storage unit 120. The specific unit 131 specifies various information from the user storage unit 121 and the couple storage unit 122.

The specific unit 131 stores various specified information in the storage unit 120. The specific unit 131 stores various information in the user storage unit 121 and the couple storage unit 122.

The identification unit 131 specifies various information acquired, collected, and generated by other functional configurations.

The specific unit 131 identifies a plurality of users. The specifying unit 131 identifies a plurality of users whose relationships satisfy predetermined conditions. For example, the identification unit 131 identifies a plurality of users who are presumed to have matched. Specifically, the identification unit 131 identifies a plurality of users who are presumed to have mutual favors.

The specific unit 131 identifies a plurality of users whose predetermined period has elapsed since it was estimated to be matched. Specifically, the specifying unit 131 identifies a plurality of users whose elapsed period from the presumed mutual favor is satisfied with a predetermined condition.

The specifying unit 131 identifies a plurality of users who have finished using the predetermined service. The specific unit 131 identifies a plurality of users who have finished using the service of the predetermined application. The identification unit 131 identifies a plurality of users who have finished using the service of the predetermined matching application. Specifically, the specifying unit 131 identifies a plurality of users for which information indicating that they have mutual favor in a predetermined service is registered and the use of the predetermined service is terminated.

(Acquisition unit 132)
The acquisition unit 132 acquires various types of information. The acquisition unit 132 acquires various information from an external information processing device. The acquisition unit 132 acquires various information from other information processing devices such as the terminal device 10.

The acquisition unit 132 acquires various information from the storage unit 120. The acquisition unit 132 acquires various information from the user storage unit 121 and the couple storage unit 122.

The acquisition unit 132 stores various acquired information in the storage unit 120. The acquisition unit 132 stores various information in the user storage unit 121 and the couple storage unit 122.

The acquisition unit 132 acquires various types of information specified, collected, and generated by other functional configurations.

The acquisition unit 132 acquires the user's location information. The acquisition unit 132 acquires the user's position history. The acquisition unit 132 acquires the location information of a plurality of users. The acquisition unit 132 acquires the position information of a plurality of users whose relationships satisfy a predetermined condition.

The acquisition unit 132 acquires the attribute information of the user. The acquisition unit 132 acquires, for example, information regarding the age, gender, address, base, and the like of the user. The acquisition unit 132 acquires the attribute information of a plurality of users whose relationships satisfy a predetermined condition.

(Collecting unit 133)
The collection unit 133 collects various information. The collection unit 133 collects various information from an external information processing device. The collecting unit 133 collects various information from other information processing devices such as the terminal device 10.

The collecting unit 133 collects various information from the storage unit 120. The collecting unit 133 collects various information from the user storage unit 121 and the couple storage unit 122.

The collecting unit 133 stores various collected information in the storage unit 120. The collecting unit 133 stores various information in the user storage unit 121 and the couple storage unit 122.

The collection unit 133 collects various information specified, acquired, and generated by other functional configurations.

The collection unit 133 collects behavior information indicating actions performed by a plurality of users together. The collection unit 133 collects information indicating a place visited by a plurality of users together as behavior information. The collection unit 133 collects information indicating a place visited by a plurality of users together based on the location information of the plurality of users.

(Generation unit 134)
The generation unit 134 generates various information. The generation unit 134 generates various information from an external information processing device. The generation unit 134 generates various information from other information processing devices such as the terminal device 10.

The generation unit 134 generates various information from the storage unit 120. The generation unit 134 generates various information from the user storage unit 121 and the couple storage unit 122.

The generation unit 134 stores various generated information in the storage unit 120. The generation unit 134 stores various information from the user storage unit 121 and the couple storage unit 122.

The generation unit 134 generates various information based on various information specified, acquired, and collected by other functional configurations.

The generation unit 134 generates information to be proposed to a plurality of users whose relationships satisfy predetermined conditions. The generation unit 134 generates information to be proposed to a plurality of users whose relationship satisfies a predetermined condition, based on the behavior information indicating the behavior performed by the plurality of users together.

The generation unit 134 generates information that the information proposal destination proposes to a plurality of users who satisfy a predetermined condition. The generation unit 134 is based on the behavior information indicating the behavior performed by a plurality of users having similar attributes to the plurality of users to whom the information is proposed, among the behavior information collected by the collection unit 133. , Generate information to be proposed to multiple users to whom information is proposed. In addition, among the behavioral information collected by the collecting unit 133, the generation unit 134 is a plurality of other behavioral information collected for a long period of time since it is estimated that they have mutual favors with the plurality of users to whom the information is proposed. Based on the behavior information indicating the behavior performed by the users of the above, the information to be proposed to a plurality of users to whom the information is proposed is generated.

The generation unit 134 generates a model. The generation unit 134 generates a model for operating the computer so as to output the index value. The generation unit 134 generates a model that learns the relationship between the attributes of a plurality of users and the actions performed by the plurality of users together.

Using the generated model, the generation unit 134 determines an action to be proposed to the plurality of users to whom the information is proposed from the attributes of the plurality of users to whom the information is proposed.

(Proposal Department 135)
The proposal unit 135 proposes various types of information to an external information processing device. The proposal unit 135 transmits various information to an external information processing device. The proposal unit 135 notifies various information to an external information processing device. For example, the proposal unit 135 proposes various information to the terminal device 10.

The proposal unit 135 proposes various types of information specified, acquired, collected, and generated by other functional configurations.

The proposal unit 135 proposes a predetermined action to a plurality of users to whom the information is proposed. In other words, the proposal unit 135 proposes a predetermined action to another couple to whom the information is proposed. Proposal Department 135 proposes a date spot.

[4. Information processing flow]
Next, the procedure of information processing by the collection system 1 according to the embodiment will be described with reference to FIGS. 7 and 7. FIG. 7 is a flowchart showing a procedure of information processing by the collection system 1 according to the embodiment.

As shown in FIG. 7, the collecting device 100 identifies a plurality of users who are presumed to have matched (step S201). The collection device 100 collects behavior information performed by the specified plurality of users together (step S202). The collecting device 100 determines whether or not the behavior information of a predetermined threshold value or more has been collected (step S203). When the collecting device 100 has not collected the behavior information equal to or higher than the predetermined threshold value (step S203; NO), the collecting device 100 waits until the behavior information equal to or higher than the predetermined threshold value is collected. On the other hand, when the collecting device 100 collects behavior information equal to or higher than a predetermined threshold value (step S203; YES), the collecting device 100 proposes to a plurality of other users who are presumed to have matched based on the collected behavior information. Generate information (step S204). The collecting device 100 proposes the generated information to a plurality of other users (step S205).

[5. effect〕
As described above, the collection device 100 according to the embodiment has a specific unit 131 and a collection unit 133. The specifying unit 131 identifies a plurality of users whose relationships satisfy predetermined conditions. The collection unit 133 collects behavior information indicating actions performed by a plurality of users specified by the specific unit 131.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating. Further, the collecting device 100 according to the embodiment can provide the user with a motivation to continue using the predetermined service even after the matching. In addition, the collecting device 100 according to the embodiment can assist the upbringing of a couple who has started dating.

In addition, the identification unit 131 identifies a plurality of users who are presumed to have mutual favors.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating.

In addition, the specifying unit 131 identifies a plurality of users whose elapsed period from the presumed mutual favor is satisfied with a predetermined condition.

Thereby, the collecting device 100 according to the embodiment can provide useful information to a user who has a long dating period.

In addition, the specifying unit 131 identifies a plurality of users for which information indicating that they have mutual favor in a predetermined service is registered and the use of the service is terminated.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has stopped using the predetermined service.

In addition, the collection unit 133 collects information indicating a place visited by a plurality of users together as action information.

Thereby, the collecting device 100 according to the embodiment can provide useful information on the date place to the user who has started dating.

Further, the collecting device 100 according to the embodiment has an acquisition unit 132 for acquiring the user's position information. In addition, the collection unit 133 collects information indicating a place visited by a plurality of users specified by the specific unit 131 based on the position information acquired by the acquisition unit 132.

Thereby, the collecting device 100 according to the embodiment can provide useful information on the date place to the user who has started dating.

Further, the collection device 100 according to the embodiment has a generation unit 134 that generates information to be proposed to a plurality of users whose relationships satisfy predetermined conditions based on the behavior information collected by the collection unit 133. ..

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating.

Further, the generation unit 134 is used as behavior information indicating the behavior performed by a plurality of users having similar attributes to the plurality of users to whom the information is proposed among the behavior information collected by the collection unit 133. Based on this, information to be proposed to a plurality of users to whom information is proposed is generated.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating.

In addition, among the behavioral information collected by the collecting unit 133, the generation unit 134 is a plurality of other behavioral information collected for a long period of time since it is estimated that they have mutual favors with the plurality of users to whom the information is proposed. Based on the behavior information indicating the behavior performed by the users of the above, the information to be proposed to a plurality of users to whom the information is proposed is generated.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating.

Further, the generation unit 134 is a plurality of information proposal destinations using a model that learns the relationship between the attributes of the plurality of users specified by the specific unit 131 and the actions performed by the plurality of users together. From the attributes of the users of, the action to be proposed to multiple users to whom the information is proposed is determined.

Thereby, the collecting device 100 according to the embodiment can provide useful information to the user who has started dating.

[6. Hardware configuration]
Further, the terminal device 10 and the collecting device 100 according to the above-described embodiment are realized by, for example, a computer 1000 having a configuration as shown in FIG. FIG. 8 is a hardware configuration diagram showing an example of a computer that realizes the functions of the terminal device 10 and the collection device 100. The computer 1000 has a CPU 1100, a RAM 1200, a ROM 1300, an HDD 1400, a communication interface (I / F) 1500, an input / output interface (I / F) 1600, and a media interface (I / F) 1700.

The CPU 1100 operates based on a program stored in the ROM 1300 or the HDD 1400, and controls each part. The ROM 1300 stores a boot program executed by the CPU 1100 when the computer 1000 is started, a program depending on the hardware of the computer 1000, and the like.

The HDD 1400 stores a program executed by the CPU 1100, data used by such a program, and the like. The communication interface 1500 receives data from another device via a predetermined communication network and sends the data to the CPU 1100, and transmits the data generated by the CPU 1100 to the other device via the predetermined communication network.

The CPU 1100 controls an output device such as a display or a printer, and an input device such as a keyboard or a mouse via the input / output interface 1600. The CPU 1100 acquires data from the input device via the input / output interface 1600. Further, the CPU 1100 outputs the generated data to the output device via the input / output interface 1600.

The media interface 1700 reads a program or data stored in the recording medium 1800 and provides the program or data to the CPU 1100 via the RAM 1200. The CPU 1100 loads the program from the recording medium 1800 onto the RAM 1200 via the media interface 1700, and executes the loaded program. The recording medium 1800 is, for example, an optical recording medium such as a DVD (Digital Versatile Disc) or PD (Phase change rewritable Disk), a magneto-optical recording medium such as MO (Magneto-Optical disk), a tape medium, a magnetic recording medium, or a semiconductor memory. And so on.

For example, when the computer 1000 functions as the terminal device 10 and the collection device 100 according to the embodiment, the CPU 1100 of the computer 1000 realizes the functions of the control units 14 and 130 by executing the program loaded on the RAM 1200. .. The CPU 1100 of the computer 1000 reads and executes these programs from the recording medium 1800, but as another example, these programs may be acquired from another device via a predetermined communication network.

[7. others〕
Further, among the processes described in the above-described embodiment, all or a part of the processes described as being automatically performed can be manually performed, or the processes described as being manually performed can be performed. All or part of it can be done automatically by a known method. In addition, information including processing procedures, specific names, various data and parameters shown in the above documents and drawings can be arbitrarily changed unless otherwise specified. For example, the various information shown in each figure is not limited to the information shown in the figure.

Further, each component of each of the illustrated devices is a functional concept, and does not necessarily have to be physically configured as shown in the figure. That is, the specific form of distribution / integration of each device is not limited to the one shown in the figure, and all or part of them may be functionally or physically distributed / physically in any unit according to various loads and usage conditions. Can be integrated and configured.

Further, the above-described embodiments can be appropriately combined as long as the processing contents do not contradict each other.

Although some of the embodiments of the present application have been described in detail with reference to the drawings, these are examples, and various modifications are made based on the knowledge of those skilled in the art, including the embodiments described in the disclosure column of the invention. It is possible to carry out the present invention in other modified forms.

Further, the above-mentioned "section, module, unit" can be read as "means" or "circuit". For example, the acquisition unit can be read as an acquisition means or an acquisition circuit.

1 Collection system 10 Terminal equipment 100 Collection device 110 Communication unit 120 Storage unit 121 User storage unit 122 Couple storage unit 130 Control unit 131 Specific unit 132 Acquisition unit 133 Collection unit 134 Generation unit 135 Proposal unit N network

Claims (11)

A specific unit that identifies a plurality of users who have registered information that they have mutual favors in a predetermined service as multiple users whose relationship meets a predetermined condition and who have terminated the use of the service .
A collecting device having a collecting unit for collecting behavior information indicating actions performed by a plurality of users specified by the specific unit. The collection device according to claim 1, wherein the specific unit identifies a plurality of users who are presumed to have mutual favors. The collecting device according to claim 2, wherein the specifying unit identifies a plurality of users whose period elapsed after being presumed to have mutual favors satisfies a predetermined condition. The collecting device according to any one of claims 1 to 3 , wherein the collecting unit collects information indicating a place visited by the plurality of users together as the action information. It has an acquisition unit that acquires the location information of the user, and has an acquisition unit.
Claims 1 to 4 are characterized in that the collecting unit collects information indicating a place visited by a plurality of users specified by the specific unit based on the location information acquired by the acquiring unit. The collecting device according to any one of them. Of claims 1 to 5 , it has a generation unit that generates information proposed to a plurality of users whose relationships satisfy predetermined conditions based on the behavior information collected by the collection unit. The collecting device according to any one. The generation unit is based on the behavior information collected by the collection unit, which indicates the behavior performed by a plurality of users having similar attributes to the plurality of users to whom the information is proposed. The collecting device according to claim 6 , further comprising generating information to be proposed to a plurality of users to whom the information is proposed. The generation unit uses the behavior information collected by the collection unit for a long period of time since it is estimated that the user has a mutual favor with the plurality of users to whom the information is proposed. The collecting device according to claim 6 or 7 , wherein the information to be proposed to a plurality of users to whom the information is proposed is generated based on the behavior information indicating the behavior performed by the persons. The generation unit is a plurality of information proposal destinations using a model that learns the relationship between the attributes of the plurality of users specified by the specific unit and the actions performed by the plurality of users together. The collecting device according to any one of claims 6 to 8 , wherein the action to be proposed to a plurality of users to whom the information is proposed is determined from the attributes of the user. It is a collection method performed by the collection device.
A specific process for identifying a plurality of users whose relationships satisfy a predetermined condition, in which information indicating that they have mutual favors in a predetermined service is registered and the use of the service is terminated .
A collection method comprising a collection step of collecting behavioral information indicating actions performed by a plurality of users specified by the specific step. A specific procedure for identifying a plurality of users whose relationships satisfy a predetermined condition, in which information indicating that they have mutual favors in a predetermined service is registered, and who have terminated the use of the service, and a specific procedure.
A collection program for causing a computer to execute a collection procedure for collecting behavior information indicating actions performed by a plurality of users specified by the specific procedure.

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