JP7082008B2 - Information processing equipment, information processing methods, and information processing programs - Google Patents

Description

The present invention relates to an information processing apparatus, an information processing method, and an information processing program.

Conventionally, an information processing system for searching a facility that meets the conditions entered by a user has been known (see, for example, Patent Document 1).
An information processing system as described in Patent Document 1 accepts a search query from a user and searches for a facility for the search query. At this time, in this information processing system, an attribute that matches the search query is specified, and an attribute score is given to the facility related to the attribute. Then, the output order is determined by reflecting the attribute score in the general score given to each facility based on the search query, and the higher-ranked facility is output as the search result.

Japanese Unexamined Patent Publication No. 2018-28732

In a conventional system as described in Patent Document 1, a user needs to input a search query in order to search for a desired facility. However, when the facility is used by a plurality of users, a facility search that considers each user's preference or a facility search that considers the relationship between the users may be requested. When performing such a facility search using a conventional system, there is a problem that the search query to be input is complicated and complicated.
For example, suppose a user has a date with a lover. On the first date, the user may want a restaurant with a bright and open atmosphere. Alternatively, the user may want a sports facility where he can enjoy sports with his lover and a few compassionate friends. On the other hand, by repeating dates multiple times, the user may request a private room type restaurant where he / she can be alone with his / her lover, an observatory where he / she can enjoy the night view, and the like.
However, in the conventional facility introduction system, unless the user inputs keywords such as "multi-person", "private room type", and "night view" as a search query, the optimum facility required by the user as described above is searched. Can't. In addition to this, it is also necessary to further input a search query according to the preference of the user or the lover, which makes the process related to the facility search complicated.

An object of the present invention is to provide an information processing device, an information processing method, and an information processing program that can easily search for the optimum facility required by a user.

The information processing apparatus of the present invention determines the relationship between the first user and the second user with the user information acquisition unit that acquires the first user attribute related to the first user and the second user attribute related to the second user. Corresponds to at least one of the first user attribute and the second user attribute from the facility database that stores the facility data in which the facility and the facility attribute related to the attribute of the facility are associated with the relationship determination unit. It is characterized by comprising a facility search unit for searching the facility corresponding to the relationship between the user and the second user.

The present invention determines the relationship between the first user and the second user, and searches for a facility based on the user attribute of at least one of the first user and the second user and the relationship between the first user and the second user. do. In this case, it is possible to search for the optimum facility according to the relationship between the first user and the second user without inputting a detailed search query according to the relationship between the first user and the second user.

The block diagram which shows the schematic structure of the information processing system including the server apparatus which is the information processing apparatus which concerns on one Embodiment of this invention. The block diagram which shows the schematic structure of the server apparatus of this embodiment. The flowchart which shows the user information registration process and the message transmission / reception process which concerns on the information retrieval method of this embodiment. The flowchart of the date proposal process (facility search process) which concerns on the information search method of this embodiment. The figure which shows the facility search result searched by step S26, the date proposal example for the user with a low intimacy rank, and the date proposal example for a user with a high intimacy rank. The flowchart of feedback processing which concerns on the information retrieval method of this embodiment. The figure which shows an example of the facility evaluation request information in this embodiment.

Hereinafter, an information processing apparatus according to an embodiment of the present invention will be described.
FIG. 1 is a block diagram showing a schematic configuration of an information processing system 1 including a server device 10 which is an information processing device of the present embodiment.
As shown in FIG. 1, the information processing system 1 is constructed by a server device 10 and a plurality of user terminals 20 that are communicably connected to the server device 10 via a network (for example, the Internet or the like). In FIG. 1, one of the user terminals 20 is shown as a first user terminal 20A operated by the first user, and the user terminal 20 operated by a second user who has a human relationship such as a lover with the first user. Is shown as the second user terminal 20B.

The information processing system 1 of the present embodiment can provide a social network service (SNS) capable of exchanging messages with other users via the Internet, and a matching service for searching for other compatible users.
In such an information processing system 1, each user operates a user terminal 20 to transmit user information including user attributes such as a profile to the server device 10. The server device 10 registers the obtained user information in a database, discloses a specific user attribute permitted by the user so as to be viewable, and supports communication between users. For example, allow messages to be exchanged between users on the system, or introduce other compatible users based on user attributes.

Then, the server device 10 of the present embodiment implements a facility introduction process for introducing facilities used by users in response to a request from the user terminal 20. Here, in the information processing system 1 of the present embodiment, the facility search process is carried out in consideration of the relationship between a plurality of users who use the facility.
As the relationship of this user, a plurality of human relationships such as a male-female relationship, a friendship, a parent-child relationship, a senior-junior relationship in a workplace, a relationship between a boss and a subordinate, etc. can be exemplified. The facility search process (date proposal process) for related users (first user and second user) will be described below.

[Configuration of server device 10]
FIG. 2 is a block diagram showing a schematic configuration of the server device 10 of the present embodiment.
The server device 10 of the present embodiment is composed of a computer, and includes a communication unit 11, a storage unit 12, a control unit 13, and the like.
The communication unit 11 is connected to the network and communicates with the user terminal 20 and other devices on the network via the network.

The storage unit 12 is an information recording device (secondary storage device) composed of, for example, a memory, a hard disk, or the like, and stores various information and various programs.
The storage unit 12 includes a user database (user DB12A), a facility database (facility DB12B), and a relationship management database (relationship management DB12C).
Further, the storage unit 12 includes a message storage unit for storing a message to the user. The message storage unit 12D is provided with a message box for each user, and a message sent to the user is stored in the mailbox.
Here, an example is shown in which the user DB 12A, the facility DB 12B, the relationship management DB 12C, and the message storage unit 12D are provided in the storage unit 12 of the server device 10, but the server device 10 is connected to the server device 10 via a network so as to be communicable. The other data server may be configured to include the user DB 12A, the facility DB 12B, the relationship management DB 12C, and the message storage unit 12D.
Further, the storage unit 12 stores an information processing program for making the server device 10 function as an information processing device.

(User information stored in the user DB 12A)
The user DB 12A is a database that stores user information for each user.
This user information includes a user ID, a user name, a user attribute, schedule information, history information, and the like.
The user ID is information for identifying each user, and the user name is a user's name (name, handle name, etc.).

As the user attribute, various information about the user is recorded. For example, user attributes include personal information such as the user's gender, age (age group), place of residence (residential area), occupation, workplace, and family structure. In addition, the user attributes include appeal information such as hobbies, fields of interest, likes, dislikes, favorite heterosexual types, disliked heterosexual types, personality of the user, and appearance. These user attributes may be information registered by being transmitted from the user terminal 20 to the server device 10, or may be predicted by the server device 10 from the behavior history of the user on the Internet. ..

The schedule information is the user's schedule. This schedule information is transmitted from the user terminal 20 to the server device 10 at a predetermined timing. For example, a predetermined schedule management application installed on the user terminal 20 automatically or manually uploads the schedule. Alternatively, the user may access the schedule management page provided by the server device 10 from the user terminal 20. In this case, the user can edit the schedule management page, so that the server device 10 can acquire the user's schedule information.

The history information is a user's behavior history on the Internet, and includes, for example, a purchase history of products in an online shop, a history of search keywords used by a search engine, a bookmark history of a WEB site, a page browsing history, and the like.

(Facility information stored in facility DB12B)
A plurality of facility information is stored in the facility DB 12B. The facility information includes various information such as a facility ID, a facility name, a facility location, and a facility attribute.
The facility ID is information for identifying individual facilities, and one facility ID is assigned to each facility information. The facility name is information indicating the name of the facility, and the facility location is information indicating the location of the facility such as the address and latitude and longitude of the facility.

The facility attribute includes, for example, a facility category (restaurant, sports gym, leisure facility, etc.), a service attribute related to a service provided by the facility, a service provided by the facility, a service fee, and the like. In addition, the facility attributes are the status related to the atmosphere and condition in the facility, such as the scale of the facility, the brightness in the facility, the size of the guest room, the quietness in the facility, and the customer base (target group) of the users who use the facility. Includes attributes.
Further, as the facility attribute, the evaluation sent from the user and the posted information may be recorded. The evaluation includes, for example, multiple items for the brightness and quietness of the facility, the atmosphere and condition of the facility such as for couples and girls-only gatherings, and multiple items for the products and services handled by the facility such as the deliciousness of food and drink. May be included.
As the posted information, for example, in addition to the text text posted by the user, a keyword obtained by analyzing the text text may be recorded as a tag.

(Relationship management information stored in the relationship management DB 12C)
Relationship management information indicating the relationship between users is recorded in the relationship management DB 12C. Although the example in which the relationship management information is recorded in the relationship management DB 12C is shown here, the user information may include the relationship management information.
In this relationship management information, a user ID, a related user ID, the number of dates, facility usage information, neighborhood topic information, intimacy, and the like are recorded.

The user ID and the related user ID are information that identifies the user managed by the relationship management information, and are common to the user ID of the user information.
When forming one relationship management information for each user, the user ID is a user ID that identifies the main user (first user). The related user ID is a user ID of a user who is related to the first user specified by the user ID. That is, it is a user ID of another user who has a lover relationship with the first user, or has a favor with the first user, or has a favor with the first user.
For the first user who has a relationship with a plurality of users, the related user IDs are recorded as many as the number of the users, and the number of dates, facility usage information, neighborhood topic information, and intimacy are recorded in association with each related user ID. ..

It should be noted that here, an example in which one relationship management information is formed for each individual user is shown, but the present invention is not limited to this. Relationship management information may be formed as many as the number of combinations among users. That is, when one user has a relationship with a plurality of users, relationship management information is generated for the number of combinations.

The number of dates is the number of times users have dated each other at a facility or the like.
In the facility usage information, the history of the facilities used by the users, the evaluation of the facilities, the tendency of the facilities used, etc. are recorded.
The usage facility history is a history of facilities used by the user on a date. The facility recorded in the usage facility history may be a facility introduced as date proposal information from the server device 10 to the user terminal 20, or a facility visited by users individually separately from the date proposal information. good.

The evaluation of the facility is the evaluation of the first user and the second user for the facility used. The evaluation in the facility information recorded in the facility DB 12B is the comprehensive evaluation of all the users who use the facility, whereas the evaluation recorded in the facility use information is the user ID and the related user ID of the relationship management information. It is an evaluation of the facility by the specified first user and second user.
That is, the evaluation of the facility, particularly the evaluation of the status attribute such as the atmosphere of the facility, may change depending on the purpose of use of the facility and other users who use the facility together. For example, when the first user visits a facility with a friend of the same sex, the facility feels that the brightness in the facility is appropriate, but when the first user visits the facility with a lover, the inside of the facility is dark. If you can't see the other person too well, you may feel dissatisfied. That is, the evaluation recorded in the facility usage information is an evaluation based on the relationship between the first user and the second user.

The usage facility tendency is information indicating the tendency when the first user and the second user select a facility. For example, it indicates whether a facility biased toward the preference (user attribute) of either the first user or the second user is used, or whether there is a common facility attribute among the frequently used facilities. This tendency of using facilities is determined based on the history of each facility used by the first user and the second user, each evaluation for each facility, the user attributes of each user, and the like.

The neighborhood topic information is a history of keywords included in the messages sent and received between the first user and the second user. In other words, the topic of the message between the two parties is recorded as a history.
The intimacy is one of the parameters indicating the relationship between the users, and is a value indicating the intimacy between the users. For example, in a relationship that you have met on the network but have never met, the first rank intimacy, the relationship that you have met only once, the second rank intimacy, and the relationship that you have dated twice. The intimacy of 3 ranks and the relationship of accumulating 3 dates are referred to as the intimacy of the 4th rank.
The above example is an example in which the intimacy increases according to the number of dates, but the present invention is not limited to this. For example, in the present embodiment, the intimacy is calculated based on the number and frequency of message transmission / reception between users, the content of the message, and the like. That is, the higher the number and frequency of sending and receiving messages, the higher the possibility that the users are intimate with each other. Also, in the content of the message, the more keywords that ask for the date location and date, the more likely it is to be intimate. Furthermore, if the writing style of the message changes from the honorific style to the same wording as the other party (so-called Tame language), it is highly possible that the intimacy has increased. It is more preferable to calculate the intimacy between users based on a plurality of factors such as the number and frequency of messages, the content, and the number of dates.
Furthermore, as the intimacy, the history of past intimacy may be recorded.

Further, in the storage unit 12, date facility correspondence information in which the status attribute included in the facility information and the relationship between the users are associated with each other is recorded.
In this date facility correspondence information, the status attribute of the facility for appropriately developing the relationship between users with respect to the relationship between users is recorded.

(Functional configuration of control unit 13)
The control unit 13 is composed of an arithmetic circuit such as a CPU (Central Processing Unit) and a storage circuit such as a RAM (Random Access Memory). The control unit 13 expands the program stored in the storage unit 12 or the like into the RAM, and executes various processes in cooperation with the program expanded in the RAM.
Then, the control unit 13 reads and executes the information processing program stored in the storage unit 12, and as shown in FIG. 2, the user information acquisition unit 131, the number of times acquisition unit 132, and the message transmission / reception unit 133 (message acquisition unit 13). ), Keyword analysis unit 134, relationship determination unit 135, schedule adjustment unit 136, facility search unit 137, evaluation acquisition unit 138, facility tendency determination unit 139, and the like.

The user information acquisition unit 131 acquires user information including user attributes from the user terminal 20 and registers the user information in the user DB 12A. That is, the user information acquisition unit 131 acquires user information (first user information) including the user attribute (first user attribute) of the first user from the first user terminal 20A, and the second user terminal 20B to the second user. Acquire user information (second user information) including the user attribute (second user attribute) of.

The number of times acquisition unit 132 acquires the number of times (date number of times) that users (first user and second user) meet each other. As a method of acquiring the number of times by the number-of-times acquisition unit 132, for example, information indicating that the first user terminal 20A operated by the first user has met the second user, or the second user terminal 20B operated by the second user is the first. When the information that one user has met is sent, the number of encounters is counted up. In the present embodiment, the server device 10 transmits the facility evaluation request information to the user terminal 20, and the facility evaluation information (facility evaluation result) is returned from the user terminal 20, so that the number of times acquisition unit 132 is dated. Count up the number of times.
Alternatively, the number of times acquisition unit 132 may receive the history of the position of the first user positioned by the first user terminal 20A and the history of the position of the second user positioned by the second user terminal 20B. In this case, the number of times acquisition unit 132 counts up the number of times the encounter occurs when the position information of the first user and the second user match in the predetermined facility in the same time zone. In this case, it is possible to eliminate the need for the user's operation of transmitting facility evaluation information and the like.

When the message transmission / reception unit 133 receives a message addressed to another user (destination user) from the user terminal 20, the message transmission / reception unit 133 stores the message in the mailbox of the destination user of the storage unit 12.
Further, when the message transmission / reception unit 133 receives a request to confirm the message from the user terminal 20, the message transmission / reception unit 133 reads the message stored in the message box and transmits it to the user terminal 20.

The keyword analysis unit 134 analyzes the keywords included in the message stored in the message box.

The relationship determination unit 135 determines the relationship between the user and another user. In the relationship determination by the relationship determination unit 135, for example, the number of dates counted by the number acquisition unit 132, the number and frequency of transmission / reception of messages by the message transmission / reception unit 133, the keywords in the message analyzed by the keyword analysis unit 134, and the like are determined. It is used to calculate intimacy, which indicates one of the relationships between users.
Further, the relationship determination unit 135 determines the user type of each user. The user type is information indicating the personality of the user, and is determined based on, for example, relationship management information, user information, and the like. Examples of the user type include a shy type that is reluctant to love and socialize, and a lead type that is active and pulls the other party. The combination of the user type of the first user and the user type of the second user is one of the relationships between the first user and the second user.

When the date proposal request is transmitted from the user terminal, the schedule adjustment unit 136 adjusts the date schedule by referring to the schedule information between the users.

The facility search unit 137 searches for a facility to be used for a date when a date proposal request is transmitted from the user terminal 20. At this time, the facility search unit 137 performs a facility search based on the attributes of each user who is dating and the relationship between the users (combination of intimacy and user type), and sends the search result to the user terminal 20. do.

The evaluation acquisition unit 138 receives an evaluation for the facility from the user terminal 20. In the present embodiment, the facility search unit 137 performs a facility search, and after the facility search result (date proposal information) is transmitted to the user terminal 20, the evaluation acquisition unit 138 requests the user terminal 20 to evaluate the facility. Send facility evaluation request information. Then, when the evaluation acquisition unit 138 receives the facility evaluation information which is a reply to the facility evaluation request information, the evaluation acquisition unit 138 evaluates the facility based on the received contents.
The facility tendency determination unit 139 determines the preference tendency (use facility tendency) of the facility when the user uses the facility, based on the evaluation result from each user acquired by the evaluation acquisition unit 138.
A detailed description of each functional configuration will be described later.

[Configuration of user terminal 20]
As described above, the user terminal 20 is a computer owned by the user, and is composed of, for example, a smartphone, a tablet terminal, a personal computer, or the like. That is, as shown in FIG. 1, the user terminal 20 includes a display unit 21, an input operation unit 22, a terminal communication unit 23, a terminal storage unit 24, a terminal control unit 25, and the like.
The display unit 21 is composed of, for example, a liquid crystal display or the like, and displays a predetermined image under the control of the terminal control unit 25.
The input operation unit 22 may be configured by, for example, a touch panel integrally provided with the display unit 21, or may be configured by an input device such as a keyboard or a mouse. The input operation unit 22 outputs an operation signal corresponding to the operation to the terminal control unit 25 by being operated by the user.
The terminal communication unit 23 communicates with the server device 10 and a predetermined device on the network.

The terminal storage unit 24 is composed of a data recording device such as a memory or a hard disk. Various programs for controlling the user terminal 20 and the like are stored in the terminal storage unit 24.

The terminal control unit 25 is composed of an arithmetic circuit such as a CPU (Central Processing Unit) and a storage circuit such as a RAM (Random Access Memory), and controls each unit of the user terminal 20. The terminal control unit 25 expands the program (software) stored in the terminal storage unit 24 or the like into the RAM, and executes various processes in cooperation with the program expanded in the RAM. Specifically, the terminal control unit 25 reads and executes the above program to display various information received from the server device 10 on the display unit 21, or to display the input information input from the input operation unit 22 on the server device. Send to 10.

[Information processing method]
Next, the information processing method in the information processing system 1 as described above will be described.
[Registration processing and message transmission / reception processing]
First, registration of user information and message transmission / reception processing in the information processing system 1 will be described.
FIG. 3 is a flowchart showing a user information registration process and a message transmission / reception process according to the information processing method of the present embodiment.
In order to use the information processing system 1, the user (first user or second user) transmits user information including his / her profile, personal information, etc. from the user terminal 20 to the server device 10. As a result, the user information acquisition unit 131 registers the received user information in the user DB 12A (step S11). The user information is information that can be freely updated by the user at an arbitrary timing. For example, the first user accesses the server device 10 from the first user terminal 20A using the user ID and the set password, edits and updates the user information recorded in the user DB 12A. Can be done.

When the user information is registered, the range of the user information that the user has permitted to be disclosed can be viewed by the user who uses the information processing system 1. In addition, each user is given the right to use various services such as the right to write and read to the bulletin board provided by the server device 10 and the right to send and receive messages between users, so that the service can be used. (Step S12).
For example, regarding the function of sending and receiving messages between users, the server device 10 forms a message box for registered users in the storage unit 12, and sends a message to the user with another user who uses the information processing system 1. Allow sending and receiving.

Then, the message transmission / reception unit 133 determines whether or not a message has been received from the user (step S13).
When the first user operates the first user terminal 20A to generate and transmit a message to the second user who uses the information processing system 1, the first user terminal 20A transfers the message to the server device 10. (2) A message addressed to the user is sent. Then, when the message transmission / reception unit 133 receives such a message, it determines Yes in step S13, and records the received message in the message box of the second user (step S14).

Further, the message transmission / reception unit 133 transmits to the second user terminal 20B of the second user that the message has been received (step S15). When the operation to confirm the message is executed by the operation of the second user in the second user terminal 20B, the message transmission / reception unit 133 transmits a message addressed to the second user to the second user terminal 20B. As a result, each message can be displayed on the second user terminal 20B, and the transmission / reception of messages between users is completed.

Further, when the message transmission / reception process is executed by the message transmission / reception unit 133, the keyword analysis unit 134 analyzes the keywords included in the message (step S16). That is, the keyword analysis unit 134 performs morphological analysis processing or the like on the message sent / received between the first user and the second user, and analyzes the words / phrases contained in the message. For example, a keyword indicating an event between two parties such as "date", a keyword indicating a place, a keyword indicating a date, a keyword indicating a hobby, an event, and the like are extracted using dictionary data stored in the storage unit 12.
The keyword analysis unit 134 records the extracted keyword as neighborhood topic information of the relationship management information of the first user and the second user (step S17). After that, every time such a message is transmitted / received between the first user and the second user, the processes of steps S13 to S17 are repeatedly executed, and the neighborhood topic information is accumulated.

[Date proposal processing]
Next, the date proposal process according to the information processing method of the present embodiment will be described. FIG. 4 is a flowchart of a date proposal process (facility search process).
In the present embodiment, when the first user goes out with the second user who has become intimate due to, for example, sending and receiving a message, the date proposal service provided by the server device 10 can be used. In this date proposal service, the server device 10 transmits date candidate dates and times from the schedule information of the first user and the second user, and date proposal information including facilities used for the date.

For this purpose, the first user operates the first user terminal 20A, and the first user terminal 20A transmits a date proposal request to the server device 10. The date proposal request includes a second user who is a date partner. When the server device 10 receives the date proposal request from the first user terminal 20A (step S21), the relationship determination unit 135 executes the intimacy calculation process (step S22).

In step S22, as described above, the relationship determination unit 135 is based on a plurality of elements such as the number of dates, the number of messages sent and received between users, the message transmission / reception frequency, the keywords included in the messages, and the style of the messages. Calculate intimacy.
For example, the intimacy determination value A is calculated as A = α × Xd + β × Xm × Tm / Tr + γ as the number of dates (Xd), the number of times of message transmission / reception (Xm), and the message transmission / reception frequency (Tm). α and β are weighting coefficients given to the intimacy by the number of dates and message transmission / reception, respectively. Tr is a reference value for the frequency of sending and receiving messages, and may be, for example, a preset value or a value that changes depending on the time since the first user and the second user get to know each other. good.
γ is, for example, a point-adding element derived from a keyword included in a message, a style of a message, or the like. For example, a level is set for each type of keyword included in the message, and a point-adding element γ corresponding to the level is added. To give a specific example, a sentence containing only keywords such as a greeting or a general social decree is given as the first level additional points (lowest points). Keywords based on user attributes and the like are added points for the second level, which is larger than the first level. If keywords related to the place of date, date and time, or personally identifiable information are included as keywords, the points will be added to the third level, which has a higher score.
Further, a predetermined point addition element may be added based on the stylistic history of the message and the like. For example, when the writing style of the message changes from the honorific tone to the tone equal to that of the other party (so-called tame tone), a predetermined point addition element may be added.
Then, the relationship determination unit 135 determines the intimacy based on the calculated intimacy determination value A. For example, the value of the intimacy determination value A is divided into a plurality of ranks, and the rank of the division to which the calculated intimacy determination value A belongs is determined as intimacy. Although an example of converting from the intimacy determination value A to the intimacy is shown here, the subsequent processing may be performed with the intimacy determination value A as the intimacy.

Further, the relationship determination unit 135 determines the user types of the first user and the second user (step S23).
In this step S23, the relationship determination unit 135 determines the user type based on, for example, the user's relationship management information.
For example, when determining the user type of the first user, relationship management information with other users (including users other than the second user) related to the first user is used. At this time, if the number of dates is equal to or less than a predetermined number with respect to the number of times of sending and receiving messages and the frequency of messages, the user may be determined as a cautious type or a shy type. Alternatively, when a predetermined number or more of facilities of a type different from one's own user attribute are recorded as facilities recorded as a tendency of use facilities, the relationship determination unit 135 determines the user type of the user as an obedient type. You may. On the contrary, if there are many facilities with facility attributes that match the user attributes of the user, it may be determined as a lead type that tends to lead the other party.
Further, when the amount of information recorded in the relationship management information is small, the relationship determination unit 135 may predict the user type from the personality, hobbies, etc. of the user, which is recorded as a user attribute.

Next, the schedule adjustment unit 136 reads the schedule information recorded in the user information of the first user and the schedule information recorded in the user information of the second user, and executes the schedule adjustment process (step S24).
In step S24, the schedule adjustment unit 136 detects as a candidate date and time a free date and time that has no schedule in both the schedules of the first user and the second user. At this time, the schedule adjustment unit 136 may determine the candidate date and time based on the intimacy determined in step S22 and the user type determined in step S23.
For example, when the intimacy is low rank such as 1st rank or 2nd rank, the schedule adjustment unit 136 may be used for lunch time (for example, between 11:00 and 14:00) and cafe time (for example, between 14:00 and 14:00). Until time) is the candidate date and time. Further, the schedule adjustment unit 136 includes dinner time (for example, after 17:00) as a candidate date and time when the third rank or higher, which is a higher intimacy rank.

Next, the facility search unit 137 searches for a facility to be used on a date.
Specifically, the facility search unit 137 first sets a standard search query (step S25). In the setting of the standard search query, the facility search unit 137 gives first priority (highest priority) to the neighborhood topic information recorded in the relationship management information of the first user and the second user, and second priority to the tendency of the facility to be used. The items common to the user attributes of the first user and the second user are given the third priority, and the user attributes of either the first user or the second user (items not common) are given the fourth priority (lowest). Priority).

That is, in the message between the first user and the second user, the keyword corresponding to the latest topic is set in the highest priority criterion search query.
In addition, the usage facility tendency is information based on the history of facilities used on past dates between the first user and the second user, and the tendency of the facilities preferred by the first user and the second user and the first user. And the tendency of the user attribute that should be emphasized among the second users is recorded. For example, when a date is performed at a facility based on the user attribute of the first user in the past and the evaluation of the facility is less than or equal to a predetermined value by the second user, the facility tendency determination unit 139 determines the tendency of the facility to be used. , The usage facility tendency is updated so that the user attribute of the second user is more important. That is, by carrying out a plurality of dates, the tendency of the facility to be used is updated so that the first user and the second user can enjoy more. Therefore, by setting the usage facility tendency in the second priority standard search query, it is possible to search for facilities that match the preferences of the first user and the second user.

In addition, when the first user and the second user have just met each other, the neighborhood topic information and the tendency of the facility to be used may not be recorded. In this case, among the user attributes of the first user and the second user, the common item is used as the standard search query. For example, a search query may be a hobby or favorite that is common to the first user and the second user.
On the other hand, when there is no common user attribute, the item recorded as the user attribute of either the first user or the second user is used as the search query.

If the positions of the first user and the second user can be predicted in advance at the set candidate date and time in step S24, the positions of the first user and the second user are within a predetermined distance range or within a predetermined movement time. The facility may be added as a standard search query.

After that, the facility search unit 137 searches the facility from the facility DB 12B using the set standard search query (step S26).
In the search process in step S26, the facility search unit 137 uses a search process based on a general conventional score calculation. At this time, the weight value when calculating the score is changed according to the priority set in the standard search query. For example, the facility corresponding to the first priority is given the highest weight value and the score is calculated.

Next, the facility search unit 137 narrows down the facilities to be introduced as date facilities based on the relationship between the first user and the second user (step S27).
Specifically, the facility search unit 137 has facility attributes (status attributes) corresponding to the combination of the intimacy obtained in steps S22 to S23 and the user type combination from the date facility correspondence information stored in the storage unit 12. ) To narrow down (search) the facilities that include the status attribute.
The narrowing down process of this facility may be a process of further extracting facilities corresponding to intimacy, user type, etc. from the facilities searched by step S26, and the facilities searched by step S26 may be further extracted from the facilities searched by step S26. It may be a sort process in which the facilities corresponding to the user type and the user type are rearranged so as to be displayed at the top.

After that, the facility search unit 137 transmits date proposal information including a list of facilities narrowed down by step S27 (facility search result) and a date candidate date and time to the user terminal 20 (step S28). The facility search unit 137 may transmit the date proposal information only to the first user terminal 20A which is the source of the date proposal request, and the date proposal information may be sent to both the first user terminal 20A and the second user terminal 20B. May be sent. Further, the date proposal information including the facility search result and the candidate date and time may be transmitted to the first user terminal 20A, and only the candidate date and time may be transmitted to the second user terminal 20B. Further, the destination of the facility search result and the candidate date and time may be changed at the request of the first user.
As a result, the facility search result and the candidate date and time are displayed on the user terminal 20 to which the facility search result and the candidate date and time are transmitted, and the first user and the second user can easily determine the date schedule and the facility to visit. It becomes possible to do.

Here, an example of the date proposal information transmitted to the user in the present embodiment will be described with reference to a specific example. FIG. 5 is a diagram showing the facility search results searched by step S26, a date proposal example for a user having a low intimacy rank, and a date proposal example for a user having a high intimacy rank.
In the example of FIG. 5, 10 facilities as shown in FIG. 5A are searched by the facility search process of step S26 based on the user attributes of the first user and the second user. The search result example shown in FIG. 5A is the same as the search result obtained by the conventional facility search process.
On the other hand, in the present embodiment, for example, when the intimacy of the first user and the second user is low rank and both the first user and the second user are shy type, lunch time and cafe time are set. It is proposed as a candidate date and time, and as shown in FIG. 5B, date proposal information is transmitted with a restaurant or the like that can be used for lunch or a cafe as a candidate facility.
On the other hand, when the intimacy changes to a higher rank in the relationship between the first user and the second user, dinner time and midnight time become candidate dates and times, and as shown in FIG. 5C, private room pubs and bars are candidates. Information on date proposals to serve as a facility is sent.

[Feedback processing]
Next, the feedback process will be described. FIG. 6 is a flowchart of feedback processing.
In the present embodiment, after the first user and the second user actually date, the evaluation of the facility at the date destination is transmitted to the server device 10, so that the search accuracy in the facility search process can be improved. ..
Specifically, after the facility search result and the candidate date and time have been transmitted to the user terminal 20 in step S28, and after a predetermined time has elapsed, the server device 10 notifies the first user terminal 20A and the second user terminal 20B of the facility evaluation. Send the request information. FIG. 7 is an example of facility evaluation request information. In this embodiment, an example in which facility evaluation request information is transmitted from the server device 10 to the user terminal 20 is shown, but a URL indicating the address of the facility evaluation form is transmitted to the user terminal 20 and the user uses the facility evaluation form. It may be a mode in which the evaluation of the facility is obtained by performing an input operation on the device.

As shown in FIG. 7, the facility evaluation request information includes a facility name column 310, a visit date and time column 320, a member column 330, a facility evaluation item 340, and the like visited by the user.
The facility name field 310 is an input field for selecting a facility visited by the user from a plurality of facility names, for example, in a pull-down format or the like. As the facility displayed in the pull-down format or the like, for example, the facility transmitted as date proposal information is displayed.
Here, an example in which one of the facilities proposed in the date proposal information is selected is shown in the facility name field 310, but the facility visited by the user may be arbitrarily input. In this case, even when the user visits a facility different from the facility proposed as the date proposal information, the evaluation for the facility can be obtained.
The visit date and time field 320 is an input field for the date and time when the facility was visited.

The member field 330 is a field for inputting members other than the first user who visited the facility. When the facility is visited based on the date proposal information, the second user (or the user ID of the second user) specified in the date proposal is usually recorded. A user other than the second user may be input to the member field 330. In this case, if the member is a user who uses the information processing system 1, the subsequent processing is performed with the user as the second user (date partner of the first user).

The facility evaluation item 340 is composed of a plurality of items for evaluating the facility, and is, for example, a column for inputting evaluation points of five-grade evaluation for each item.
Although an example of inputting each item by an evaluation point is shown here, an input field or the like for inputting a text sentence may be provided.
The facility evaluation item 340 includes, for example, a service item, a status item, and the like.
The service item is, for example, an evaluation regarding the content, quality, fee, etc. of the product or service provided by the facility. For example, in the case of a restaurant, the taste, appearance, price, number of menus, etc. of the food and drink provided can be mentioned, and in the case of a sports gym, the degree of fulfillment, price, etc. of exercise equipment and the like can be mentioned.
The status item is, for example, an item related to the environment of the facility. For example, regarding the location of the facility, evaluation of the scenery (night view, etc.) from the facility, brightness and quietness in the facility, customer base using the facility, and the like can be mentioned.

When the evaluation result for the facility evaluation information is input in the user terminal 20, the evaluation acquisition unit 138 acquires (receives) the facility evaluation information in which the facility evaluation result is input from the user terminal 20, as shown in FIG. (Step S31). Further, the evaluation acquisition unit 138 updates the relationship management information based on the acquired facility evaluation information (step S32).
Specifically, the evaluation acquisition unit 138 increases the number of dates of the relationship management information regarding the first user and the second user by 1 based on the acquired facility evaluation result. In addition, in the facility history of use, the facility recorded in the facility evaluation result, the date and time of use are recorded, and the evaluation of the facility used is recorded.

After that, the facility tendency determination unit 139 determines the preference tendency (use facility tendency) for the facility between the first user and the second user, and updates the use facility tendency of the relationship management information (step S33).
In this step S33, the facility tendency determination unit 139 uses, for example, the facility attribute of the facility, the user attribute of the first user, the facility evaluation result by the first user, the user attribute of the second user, and the facility evaluation result by the second user. Judge the tendency of facilities to use based on.
For example, the user attributes of the first user and the second user are compared with the facility attributes of the target facility, and the facility has a facility attribute close to the user attribute of the first user or a user attribute close to the user attribute of the second user. Determine if it is a facility attribute. Whether or not the facility attribute and the user attribute are close to each other can be determined by the number of attributes common to the facility attribute and the user attribute. If the favorite foods "omelet" and "coffee" are recorded as the first user attribute, the favorite foods "omelet" and "tea" are recorded as the second user attribute, and the facility attribute "omelet" and "coffee" are recorded, the facility. It can be determined that the attribute is close to the first user attribute.
In addition, in order to improve the tendency of the facilities used by the first user and the second user, that is, the relationship between the first user and the second user, based on the facility evaluation results of the first user and the second user with respect to the facility. Determine the most suitable facility attributes for.
For example, if the facility attribute of the dating destination facility has an attribute closer to the user attribute of the first user than the second user and there is an item that is unpopular in the facility evaluation result of the second user, it is regarded as unpopular. The tendency of the facilities to be used to improve the facility attributes corresponding to the above items is recorded. In addition, if the facility evaluation result of the second user is unpopular in more than a predetermined number of items, the facility used to set the attribute closer to the user attribute of the second user as the facility attribute when performing the facility search. Trends are recorded. In other words, the power balance of which user attribute (hobby, etc.) is emphasized between the first user and the second user is recorded as the usage facility tendency.
As a result, when the facility search process of step S26 is performed next time, the first user or the second user can perform the facility search with the unpopular points improved, and the first user and the second user can perform the facility search. It is possible to support the creation of an atmosphere that makes the relationship more intimate with.

[Action and effect of this embodiment]
The control unit 13 of the server device 10 of the present embodiment functions as a user information acquisition unit 131, a relationship determination unit 135, and a facility search unit 137. The user information acquisition unit 131 acquires user information including user attributes of users (first user and second user), and the relationship determination unit 135 determines the relationship between the first user and the second user. Then, the facility search unit 137 searches for a facility that corresponds to at least one of the first user attribute and the second user attribute and includes the facility attribute corresponding to the relationship between the first user and the second user. This makes it possible to easily know the optimum facility required by the user.

That is, in the conventional facility search, the search results are only output in the order of the scores corresponding to the standard search query, so the same search results are displayed unless the standard search query is changed. For example, by displaying the search keyword "pasta" in the order of scores, the facilities are introduced in the order of L1 store, L2 store, and L3 store each time. In this case, when the first user wants to date the second user, it is necessary to check the introduction page of each store and determine whether or not the store is suitable for the date. Alternatively, the feature of the facility that the user wants to use as a date needs to be added to the search query.
On the other hand, in the present embodiment, by executing the process of step S27, the search result changes depending on the relationship between the users. For example, for the search keyword "pasta", M1 stores, M2 stores, and M3 stores equipped with open guest rooms are introduced at the time of the first facility introduction. Then, when the intimacy becomes high due to users repeating dates multiple times, N1 stores, N2 stores, and N3 stores equipped with private rooms that can be used by two people are introduced for the search keyword "pasta". ..
Therefore, the user can save the trouble of searching for the facility, and can easily obtain the search result of the optimum facility requested by the user.

In the present embodiment, the number acquisition unit 132 counts the number of times (the number of dates) that the first user and the second user actually match, and the relationship determination unit 135 first counts the number of dates counted. Determine the relationship between the user and the second user.
As a result, the relationship (intimacy) between the first user and the second user can be appropriately determined based on the number of times the first user and the second user actually meet, and the relationship is appropriate according to the relationship. Can propose various facilities. For example, when the first user and the second user have a date for the first time, a facility or the like where they can feel at ease without being nervous about each other is selected. In addition, when the first user and the second user date multiple times and have an intimate relationship, a facility that can provide a space where they can feel closer to each other is selected. That is, the server device 10 can propose a facility for improving the relationship between the first user and the second user.

In the present embodiment, the message transmission / reception unit 133 transmits / receives a message between the first user and the second user. Then, the relationship determination unit 135 determines the relationship between the first user and the second user based on the message.
For example, when the first user and the second user are close and intimate, the number of times the message is sent and received is large, and the frequency of sending and receiving is also high. In addition, the content of the message is not just a greeting or a social decree, but a topic about each other's hobbies and interests, a date promise, a place you want to visit on a date, etc. often appear as keywords. Therefore, as in the present embodiment, the relationship between the two can be accurately determined based on the number and frequency of transmission / reception of the message and the content of the message.

In the present embodiment, the relationship between the first user and the second user includes intimacy indicating the intimacy of the first user and the second user. That is, the relationship determination unit 135 calculates the intimacy based on the number of dates as described above, the number and frequency of sending and receiving messages, and the content of the message. In this way, by calculating the intimacy based on a plurality of elements, the intimacy of two people can be expressed as a numerical value. In this case, the facilities can be easily narrowed down based on the intimacy and the date facility correspondence information associated with the facility attributes.

In the present embodiment, the relationship determination unit 135 further determines the user type of the first user and the user type of the second user. That is, the relationship of the present embodiment includes a combination of user types in addition to the intimacy, and the facility search unit 137 narrows down the facilities based on the combination of the intimacy and the user type.
For example, there are cases where the intimacy between the first user and the second user is low and both are of the shy type, and when the intimacy is also low but either of them is a positive type for the opposite sex. , Different facilities will be searched depending on the combination of user types. That is, in the present embodiment, in addition to the intimacy of the first user and the second user, the facilities considering the personalities of the first user and the second user can be narrowed down, and the relationship between the two can be improved. It will be possible to propose suitable facilities for this purpose.

Here, the relationship determination unit 135 determines each user type based on the usage facility history of the first user and the second user and the user attributes of each user.
In general, when multiple facilities used by a user in the past have facility attributes that are closer to the user attributes of the date partner than their own user attributes, the personality (user type) of the user is a relatively gentle shy type. There is a high possibility that it is an obedient type that matches the other party, or an attentive type that emphasizes kindness to the other party. In this embodiment, the tendency of the facilities to be used is also updated based on the facility evaluation information from the user. Therefore, even if it is a shy type, for example, if there is a strong commitment to one's hobbies or the like, the facilities introduced from the server device 10 will also be improved. That is, as in the present embodiment, the relationship determination unit 135 can accurately determine what kind of facility the user prefers based on the facility history updated by the facility evaluation information and the user attributes. can.

In the present embodiment, the evaluation acquisition unit 138 acquires the evaluations of the first user and the second user for the facility. Then, the facility tendency determination unit 139 uses the first user attribute, the second user attribute, and the preference tendency (use) of the first user and the second user for the facility based on the respective evaluations of the first user and the second user for the facility. Facility tendency) is judged. Then, the facility search unit 137 searches for facilities based on the relationship between the first user and the second user, the first user attribute, the second user attribute, and the tendency of the facility to be used.
Generally, when a facility is used alone, a facility search is performed based on the user attributes of the user. In this case, the facility requested by the user can be searched. On the other hand, when searching for a facility used by multiple people, the facility may be searched based on the common user attribute of each user attribute, but in this case, only a limited number of facilities can be searched. There is. Also, when enjoying a date with a partner, there are various users such as users who want to match the taste of the other party and users who want to tell the other party their preference, and how to associate with the partner of the date partner. May change. Therefore, in the facility search based on the common attributes of the first user and the second user, the user's satisfaction is often insufficient.
On the other hand, in the present embodiment, the facility search is performed using the facility usage tendency based on the evaluation of the first user and the second user for the facility for which the first user and the second user actually dated. To carry out. As a result, even if the way of interacting with the partner changes depending on the partner, it is possible to carry out a facility search according to the user's preference.

In the present embodiment, the user information acquisition unit 131 acquires the user's schedule information, and the schedule adjustment unit 136 adjusts the date schedule from the acquired schedule information. At this time, the schedule adjustment unit 136 adjusts the candidate date and time based on the relationship between the first user and the second user.
For example, when the first user and the second user have just met and the intimacy is low, lunch time and cafe time are extracted as candidate dates and times. If the intimacy is high, the candidate date and time after dinner time is included. As a result, the first user and the second user can easily set a date and time when they can easily meet each other without being wary of each other, and can support the further development of the relationship between the two.

[Modification example]
It should be noted that the present invention is not limited to the above-described embodiment, but also includes the modifications shown below to the extent that the object of the present invention can be achieved.
[Modification 1]
In the above embodiment, the server device 10 shows an example of providing date proposal information to a first user and a second user who are in a male-female relationship or a romantic relationship, but the present invention is not limited to this. For example, the relationship between users can be applied to an information processing device that performs facility search corresponding to various humanities such as friendship, parent-child relationship, colleague relationship, senior-junior relationship, and boss-subordinate relationship.
For example, the server device 10 may propose a schedule or facility for friends to go out to play based on a friendship. In this case, the number-of-times acquisition unit 132 may count, for example, the number of times they acted (played) together, the number of times they met, and the like. Further, in the case of a colleague relationship, a relationship between a boss and a subordinate, etc., the frequency acquisition unit 132 may count the number of times the same project is participated, the number of times the person participates in a drinking party, or the like.
In addition, as relationship management information, relationship information indicating whether the relationship between the first user and the second user is a friendship, a romantic relationship, a colleague at work, etc. may be further recorded. good. In this case, it is possible to search for facilities based on the relationship information.

[Modification 2]
In the above embodiment, the date proposal process is performed for the first user and the second user registered in the information processing system 1 such as SNS, but only the first user is the user who uses the information processing system 1. It may be registered as a user. In this case, the first user may operate the first user terminal 20A to input the relationship (intimacy and mutual user type) between the first user and the second user into the server device 10.

[Modification 3]
In the above embodiment, the relationship management information corresponding to each user is stored in the storage unit 12. Therefore, when the relationship with the second user is recorded in the relationship management information of the first user, the relationship with the first user is similarly recorded in the relationship management information of the second user.
Here, the intimacy with respect to the second user recorded in the relationship management information of the first user and the intimacy with respect to the first user recorded in the relationship management information of the second user may be different.
For example, when the first user has a crush on the second user, the number and frequency of messages to the first user of the second user are smaller than the number and frequency of messages to the second user of the first user. .. In this case, the relationship determination unit 135 may determine that the intimacy of the second user with respect to the first user is lower than the intimacy of the first user with respect to the second user, based on the number and frequency of messages.

Further, in this case, it is preferable that the facility search unit 137 carries out the facility search process that emphasizes the user attributes of the second user based on the intimacy of the second user. In other words, if a facility search is performed based on the intimacy of the first user, or if a facility search that emphasizes the user attributes of the first user is performed, the second user may be confused by an unintended facility. It is less likely that the relationship between one user and the second user will develop. On the other hand, when the facility search that emphasizes the user attributes of the second user is carried out based on the intimacy of the second user, the evaluation of the facility of the second user is evaluated, although it is somewhat dissatisfied for the first user. It is more likely that the second user's intimacy with the first user will also increase.

[Modification 4]
In the above embodiment, the schedule adjustment unit 136 may set the candidate date and time based on the positions of the first user and the second user in addition to the schedules of the first user and the second user. For example, when the workplaces of the first user and the second user are separated and it is difficult to set the time at lunch time or cafe time, the candidate date and time may be adjusted to dinner time.

[Modification 5]
In the above embodiment, the facility search unit 137 first searches for facilities based on the standard search query as the facility search process, and narrows down the searched facilities based on the relationship between the first user and the second user. .. On the other hand, the facility search unit 137 performs a facility search using the user attribute of the priority based on the tendency of the facility to be used and the status attribute of the facility corresponding to the relationship between the first user and the second user as a search query. Then, the search result may be sent to the user as date proposal information.

[Modification 6]
In the above embodiment, the relationship determination unit 135 shows an example of calculating the intimacy determination value and the intimacy based on the number of dates, the number and frequency of transmissions of the message, the keywords included in the message, and the like. Intimacy may be calculated using any one of the above.

Further, the relationship determination unit 135 calculates the compatibility of the first user and the second user based on the number of attributes common to both the user attributes of the first user and the second user, and the parent according to the compatibility. The density may be varied. For example, as the coefficients α and β to be multiplied by the number of dates Xd and the number of times of message transmission / reception Xm, the first user and the second user having many common items have a larger coefficient α than the first user and the second user having few common items. β may be used.

In this case, it is possible to calculate the optimum intimacy according to the compatibility between the users, and it is possible to provide the user with more suitable date proposal information. That is, if the first user and the second user are compatible with each other, the first user and the second user may become extremely intimate even with a small number of dates. In such a case, if it is determined that the intimacy is low, it is not possible to send date proposal information that satisfies the user. On the other hand, as described above, by calculating the intimacy based on the compatibility based on the user attributes and correcting the intimacy based on the compatibility, the intimacy between users can be appropriately adjusted. It is possible to make a judgment and improve user satisfaction.

[Modification 7]
Further, the relationship determination unit 135 may determine the continuity of the keywords included in the message. For example, when a message including the predetermined keyword “K” is transmitted from the first user, the relationship determination unit 135 adds the first point addition element γ1 to the intimacy determination value A. After that, when a message including the keyword "K" or the keyword "K2" related to the keyword "K" is returned from the second user, the relationship determination unit 135 is larger than the first point addition element γ1. The second point addition element γ2 is added to the intimacy determination value A. After that, the point addition element γ is increased each time the keyword “K” or the keyword “K2” related to the keyword “K” is included in the message. The keyword "K" and the keyword "K2" related to the keyword "K" may be recorded in, for example, a dictionary file.

As described above, when a specific keyword "K" is included in the transmission and reception of multiple messages, the first user and the second user talk about a common topic "K", and the intimacy between the two is improved. It is highly possible that you are doing it. In such a case, by improving the intimacy by a certain number, it is possible to calculate the intimacy with higher accuracy than when the intimacy is calculated only by the number of dates and the number of messages counted. ..
In addition, even at the time of facility search, by performing a facility search based on the keyword "K", a facility search on a topic common to the first user and the second user can be performed, and the first user and the second user can perform the facility search. Can greatly contribute to the development of relationships.

[Modification 8]
In the above embodiment, the server device 10 transmits the date proposal information to the first user terminal 20A by receiving the date proposal request specifying the second user who is the date partner from the first user terminal 20A.
On the other hand, the server device 10 may transmit the date proposal information as the recommendation information to the first user terminal 20A and the second user terminal 20B at a predetermined timing. This timing may be exemplified after a predetermined date and time has elapsed from the date and time when the first user and the second user first send and receive a message. Further, the timing may be such that the message transmission / reception between the first user and the second user reaches a predetermined number of times.
Alternatively, it may be the timing when a message including the specific keyword “K” and the keyword “K2” related to the keyword “K” is transmitted / received a predetermined number of times.

Further, in the above embodiment, by designating the second user who is the date partner as the date proposal request, the facilities suitable for the tastes of the first user and the second user are introduced to the first user and the second user. As an example, other search queries may be added to the date request for proposal.
For example, the user may send a date proposal request from the user terminal 20 to the server device 10 to narrow down the search facility to the "restaurant" or the like with the date partner as the "second user". In this case, in step S25, it is preferable that the facility search unit 137 sets the standard search query with the input condition as the first priority as the standard search query.

[Modification 9]
In the above embodiment, when the date proposal request is received in step S21, the relationship determination unit 135 performs the intimacy calculation process in step S22, and then further determines the user type in step S23. Further, the facility search unit 137 sets the standard search query in step S25, then performs a search process based on the standard search query in step S26, and further performs a narrowing process based on the user's relationship in step S27. did.
On the other hand, the facility may be searched by a simpler flow by using machine learning using AI. For example, the server device 10 has user attributes, the number and frequency of sending and receiving messages, the number of characters in each message, the user's activity history on the Internet (for example, search history and purchase history), the number of dates, and the like for a plurality of users. The facility usage information that can be specified is stored as input data. Further, the server device 10 stores usage history information including evaluation of the facility when each user uses the facility together with other users as output verification data.

Here, the server device 10 is a machine using a model in which the first input data regarding the first user and the second input data regarding the second user are input and the facility attributes according to the intimacy and the user type are output. It may be generated by learning. The output verification data is used for model validation.
This model is for extracting optimal facility attributes from the collected data of a large number of couples, based on couples with input data similar to the first and second users, the first user and The facility attribute (status attribute) corresponding to the relationship corresponding to the number of times and frequency of sending the current message of the second user and the number of dates is output. Therefore, the processing of step S22, step S23, and step S25 can be omitted, and the search processing using the facility attribute output from the model may be performed instead of step S26 and step S27. Further, when the search condition is input by the user as the date proposal request, the facility search process using the facility attribute output from the model and the input search condition may be performed.

In addition, the specific structure and procedure for carrying out the present invention can be appropriately changed to other structures and the like as long as the object of the present invention can be achieved.

1 ... Information processing system, 10 ... Server device (information processing device), 11 ... Communication unit, 12 ... Storage unit, 13 ... Control unit, 20 ... User terminal, 20A ... First user terminal, 20B ... Second user terminal, 131 ... User information acquisition unit, 132 ... Number acquisition unit, 133 ... Message transmission / reception unit (message acquisition unit), 134 ... Keyword analysis unit, 135 ... Relationship determination unit, 136 ... Schedule adjustment unit, 137 ... Facility search unit, 138 ... Evaluation acquisition department, 139 ... Facility tendency judgment department.

Claims (8)

A user information acquisition unit that acquires the first user attribute related to the first user and the second user attribute related to the second user,
The relationship between the first user and the second user, including the combination of the user type which is the personality of the first user and the user type which is the personality of the second user, is determined. Relationship judgment unit and
From the facility database that stores the facility data associated with the facility and the facility attribute related to the facility attribute, the first user attribute and the second user attribute correspond to at least one of the first user attribute and the second user attribute, and the first user and the second user. The facility search unit that searches for the facility corresponding to the relationship of
Equipped with
The relationship determination unit determines the user type of the first user based on the history of the facility used by the first user together with other users and the first user attribute, and the second user is another user. Determine the user type of the second user based on the history of the facility used with the user and the second user attribute.
An information processing device characterized by this. In the information processing apparatus according to claim 1,
A number acquisition unit for acquiring the number of times the first user and the second user actually meet is provided.
The relationship determination unit is an information processing apparatus characterized in that the relationship is determined based on the number of times. In the information processing apparatus according to claim 1,
Message acquisition to acquire the message to the second user transmitted from the first user terminal operated by the first user and the message to the first user transmitted from the second user terminal operated by the second user. Equipped with a part
The relationship determination unit is an information processing device that determines the relationship based on the message. The information processing apparatus according to any one of claims 1 to 3.
The information processing apparatus, wherein the relationship includes an intimacy indicating the intimacy of the first user and the second user. The information processing apparatus according to any one of claims 1 to 4 .
An evaluation acquisition unit that acquires the evaluation of the first user for the facility and the evaluation of the second user for the facility.
A facility tendency determination unit for determining the preference tendency of the facility of the first user and the second user based on the first user attribute, the second user attribute, and the evaluation is provided.
The information processing device is characterized in that the facility search unit searches for the facility based on at least one of the first user attribute and the second user attribute, the relationship, and the preference tendency of the facility. .. In the information processing apparatus according to any one of claims 1 to 5 .
The user information acquisition unit acquires the schedules of the first user and the second user, and obtains the schedules of the first user and the second user.
A schedule adjustment unit for adjusting candidate dates and times for the first user and the second user is provided.
The schedule adjusting unit adjusts the candidate date and time based on the schedule of the first user, the schedule of the second user, and the relationship between the first user and the second user. Processing equipment. It is an information processing method that allows a computer to search for facilities.
The computer includes a user information acquisition unit, a relationship determination unit, and a facility search unit.
The step in which the user information acquisition unit acquires the first user attribute regarding the first user and the second user attribute regarding the second user, and
The relationship determination unit includes a combination of a user type that is a relationship between the first user and the second user and is the character of the first user and a user type that is the character of the second user. The step of determining the relationship and
The facility search unit corresponds to at least one of the first user attribute and the second user attribute from the facility database that stores the facility data associated with the facility and the facility attribute related to the attribute of the facility, and the first. A step of searching for the facility corresponding to the relationship between the one user and the second user, and
And carry out
In the step of determining the relationship, the user type of the first user is determined based on the history of the facility used by the first user together with other users and the first user attribute, and the second user is determined. Determines the user type of the second user based on the history of the facility used by the user with other users and the second user attribute.
An information processing method characterized by that. An information processing program that is read and executed by a computer.
An information processing program comprising the computer functioning as the information processing apparatus according to any one of claims 1 to 6 .

Images