JP7457783B1 - Golf course reservation system, golf course reservation method, and program - Google Patents

Abstract

An object of the present invention is to provide a golf course reservation system that increases user convenience in a golf course reservation service. In a golf course reservation system, a server 10 includes a first acquisition unit 101 that acquires first user information regarding a first user who uses a golf course reservation service, and a plurality of servers that the first user can play together. a second acquisition unit 102 that acquires second user information regarding a second user who has reserved each of the plans; A proposal unit 103 that proposes at least one plan is included. [Selection diagram] Figure 4

Description

The present disclosure relates to a golf course reservation system, a golf course reservation method, and a program.

Conventionally, golf course reservation services are known that allow users to reserve a golf course without having to gather companions. For example, a golf course reservation service is known that accepts single-person reservations in which the unit of reservation is a user. A user who uses a solo reservation can search for a plan already reserved by another user and make a reservation, thereby playing the game together with the other user without having to gather a companion.

For example, Patent Document 1 describes storing the golfer characteristics of each of multiple users and extracting candidate users who have golfer characteristics that match the golfer characteristics of the target user. With the technology in Patent Document 1, each user inputs their own schedule in advance and plans are made that can be booked as a group with matching schedules and golfer characteristics, eliminating the need to coordinate the schedules of accompanying people.

Japanese Patent Application Publication No. 2021-182184

However, the technology in Patent Document 1 dynamically plans new plans on the spot, and is premised differently from golf course reservation services such as single-person reservations, so it does not sufficiently improve the convenience of the golf course reservation service. The same is true for golf course reservation services that accept reservations other than single-person reservations. For example, the same is true when a user accompanied by only one person reserves a plan that requires a minimum of three people and that has already been reserved by another user. For this reason, conventional technology has not been able to sufficiently improve the convenience of golf course reservation services for users.

One of the purposes of the present disclosure is to improve user convenience in a golf course reservation service.

The golf course reservation system according to the present disclosure includes a first acquisition unit that acquires first user information about a first user who uses a golf course reservation service, a second acquisition unit that acquires second user information about a second user who has reserved each of a plurality of plans that the first user can play together, and a proposal unit that proposes at least one plan of the plurality of plans to the first user based on the first user information and the second user information.

This disclosure improves user convenience in golf course reservation services.

1 is a diagram showing an example of the overall configuration of a golf course reservation system. FIG. 13 illustrates an example of a reservation screen. It is a figure which shows an example of the reservation screen on which the plan already reserved by the 2nd user who seems to be compatible with the 1st user is displayed. 2 is a functional block diagram showing an example of functions realized in the golf course reservation system. FIG. FIG. 3 is a diagram showing an example of a user database. FIG. 4 is a diagram illustrating an example of a plan database. It is a diagram showing an example of processing executed by the golf course reservation system. 7 is a diagram illustrating an example of a reservation screen according to modification 1. FIG. FIG. 7 is a diagram showing an example of a reservation screen according to modification 2; FIG. 13 is a diagram showing an example of a reservation screen according to Modification 3. 12 is a diagram illustrating an example of a function realized in Modification 5. FIG. FIG. 12 is a diagram showing an example of a reservation screen according to Modification Example 7;

[1. Overall configuration of golf course reservation system]
An example of an embodiment of a golf course reservation system according to the present disclosure will be described. FIG. 1 is a diagram showing an example of the overall configuration of a golf course reservation system. For example, the golf course reservation system 1 includes a server 10 and a user terminal 20. Each of the server 10 and user terminal 20 is connected to a network N such as the Internet or a LAN.

Server 10 is a server computer. For example, the server 10 includes a control section 11, a storage section 12, and a communication section 13. Control unit 11 includes at least one processor. The storage unit 12 includes volatile memory such as RAM and nonvolatile memory such as flash memory. The communication unit 13 includes at least one of a communication interface for wired communication and a communication interface for wireless communication.

User terminal 20 is a user's computer. For example, user terminal 20 is a personal computer, a smartphone, or a tablet. For example, the user terminal 20 includes a control section 21, a storage section 22, a communication section 23, an operation section 24, and a display section 25. The physical configurations of the control section 21, the storage section 22, and the communication section 23 may be the same as those of the control section 11, the storage section 12, and the communication section 13, respectively. The operation unit 24 is an input device such as a keyboard, a mouse, or a touch panel. The display unit 25 is a display such as a liquid crystal display or an organic EL display.

Note that the programs stored in the storage units 12 and 22 may be supplied via the network N. In addition, a program stored in a computer-readable information storage medium can be used as a reading section (for example, an optical disk drive or a memory card slot) for reading the information storage medium, or an input/output section for inputting and outputting data with external equipment. (e.g., a USB port).

Moreover, the golf course reservation system 1 only needs to include at least one computer, and is not limited to the example shown in FIG. 1. For example, the golf course reservation system 1 may include only the server 10 without including the user terminal 20. In this case, the user terminal 20 exists outside the golf course reservation system 1. The golf course reservation system 1 may include only the user terminal 20 without including the server 10. In this case, the server 10 exists outside the golf course reservation system 1.

[2. Overview of golf course reservation system]
In this embodiment, an example will be exemplified in which a user uses a golf course reservation service for single-person reservation. The golf course reservation service is a service that accepts reservations for golf courses. For example, the user inputs search conditions for searching for golf course plans. The search condition may be any condition, for example, play date, price, area, other detailed conditions, or a combination thereof. The user selects a desired plan from the search results and completes the reservation.

Single-person reservation is a service that allows the user to make a reservation without having to gather a companion. When making a reservation for one person, you do not play a round by yourself, but instead, you play a round with a plurality of users who made use of the reservation for one person. As a general rule, single-person reservations are made without users in the same group coordinating their schedules with each other. While the unit of normal reservation is the start time (tee time) frame, the unit of reservation for one person is the user. For example, when a user operates the user terminal 20 to access the server 10, a reservation screen for making a reservation for one person is displayed on the display unit 25.

Figure 2 is a diagram showing an example of a reservation screen. In this embodiment, the reservation screen SC is displayed on a browser, but the reservation screen SC may be displayed on an application other than a browser (for example, an application dedicated to a golf course reservation service). For example, a user inputs search conditions into an input form F to search for a plan for a single person reservation. The search conditions for a single person reservation may be any condition, as with a normal reservation. Even if the user does not input search conditions, a recommended plan may be displayed on the reservation screen SC.

In this embodiment, plans that have been reserved by other users with whom the user seems compatible are proposed to the user. Hereinafter, the user who uses the reservation for one person (the user who displayed the reservation screen SC) will be referred to as the first user. Another user who has made a reservation for one person is referred to as a second user. The second user may be acquainted with the first user, but is basically meeting the first user for the first time. For example, when the first user scrolls the reservation screen SC, plans already reserved by the second user that appear to be compatible are displayed on the reservation screen SC.

FIG. 3 is a diagram illustrating an example of a reservation screen SC displaying plans reserved by a second user who seems to be compatible with the first user. Compatibility can be estimated from various viewpoints, but in this embodiment, a case will be exemplified in which having the same average golf score corresponds to good compatibility. In the example of FIG. 3, the reservation screen SC of the first user whose average score is 80 is shown at the top. The reservation screen SC of the first user whose average score is 120 is shown at the bottom. The average score may be self-reported or calculated from past history.

For example, on the reservation screen SC of a first user who has an average score of 80 cars, a plan that has been reserved by a second user (users U1 to U4 in the example of FIG. 3) who also have an average score of 80 cars is proposed. On the reservation screen SC of the first user who has an average score of 120 cars, a plan that has been reserved by a second user (users U6 to U9 in the example of FIG. 3) who also have an average score of 120 cars is proposed. The reservation screen SC may display not only plans reserved by the second user with the same average score but also other plans. Other plans may be displayed in order of date and time or according to other conditions, regardless of the average score.

If there are few second users who have reserved plans and who have the same average score as the first user, plans that have been reserved by second users who have a similar average score to the first user may be proposed. Similar average scores mean that the difference in average scores is small. A smaller difference in average scores may mean that the average scores are more similar, or a difference in average scores that is less than a threshold may mean that the average scores are similar. For example, a plan that has been reserved by a second user who has an average score in the 90s or 70s may be proposed to a first user who has an average score in the 80s.

As described above, in this embodiment, a plan that has been reserved by a second user with a similar average score to the first user is proposed on the reservation screen SC of the first user. When making a reservation for one person, people who have never met before are basically placed in the same group, which can make the user feel uneasy. In this regard, if people with similar average scores are placed in the same group, there is a possibility that they will be able to play without worrying about each other, even if they are meeting for the first time. Therefore, the first user is proposed a plan that has been reserved by a second user with the same or similar average score, and the first user can easily make a reservation for one person, thereby increasing the convenience of the first user. Details of the golf course reservation system 1 will be explained below.

[3. Functions achieved by the golf course reservation system]
FIG. 4 is a functional block diagram showing an example of functions realized by the golf course reservation system 1. As shown in FIG. In the following description, when there is no need to distinguish between the first user and the second user, they will simply be referred to as users.

[3-1. Functions realized by the server]
For example, the server 10 includes a data storage unit 100, a first acquisition unit 101, a second acquisition unit 102, and a proposal unit 103. The data storage unit 100 is realized by the storage unit 12. The first acquisition unit 101, the second acquisition unit 102, and the proposal unit 103 are realized by the control unit 11.

[Data storage unit]
The data storage unit 100 stores data necessary for providing a golf course reservation service. For example, the data storage unit 100 stores a user database DB1 and a plan database DB2.

FIG. 5 is a diagram showing an example of the user database DB1. The user database DB1 is a database that stores various information regarding users. For example, the user database DB stores a user ID, password, name, email address, telephone number, address, and profile information. Any information may be stored in the user database DB1, and the information stored in the user database DB1 is not limited to the example shown in FIG. 5. For example, information described in a modified example below may be stored in the user database DB1.

The user ID is user identification information that can identify the user. Therefore, the portion described as user ID can be replaced with user identification information. The user identification information may be information other than the user ID, and is not limited to the user ID. For example, user identification information may be an email address, phone number, or address. The user identification information may be any information that allows the user to be identified in some way. A password is information required when logging in.

Profile information is information regarding the user's profile. Profile information can include arbitrary items. For example, the profile information is gender, age (age group), area, average score, play style, self-introduction, enthusiasm, or a combination thereof. In this embodiment, it is assumed that the user can freely edit his or her own profile information, but the profile information is updated based on past reservation history information, play history information, or other information such as the user's icon. Good too.

It is assumed that the reservation history information and the play history information are stored in the user database DB1 or another database. The reservation history information is information regarding the contents of reservations made in the past through the golf course reservation service. For example, the reservation history information is the date and time when the reservation was received, the start date and time of the reserved play, the fee, the companion, or a combination thereof. The play history information is information regarding past play results by the user. For example, the play history information is golf courses played in the past, start times, scores, companions, weather, or a combination thereof.

Figure 6 is a diagram showing an example of the plan database DB2. The plan database DB2 is a database for storing various information related to plans that can be reserved through the golf course reservation service. For example, the plan database DB2 stores a golf course ID, a plan ID, the name of the golf course, the name of the plan, the start date and time, the fee, the maximum number of participants, the minimum number of participants, and reservation status information. Any information may be stored in the plan database DB2, and the information stored in the plan database DB2 is not limited to the example of Figure 6. For example, information related to plans for normal reservations other than single-person reservations may be stored in the plan database DB2.

The golf course ID is an example of golf course identification information that can identify a golf course. Therefore, the portion described as golf course ID can be read as golf course identification information. The golf course identification information may be information other than the golf course ID, and is not limited to the golf course ID. For example, the golf course identification information may be the name, email address, telephone number, or address of the golf course.

The plan ID is an example of plan identification information that can identify a plan. Therefore, the portion described as plan ID can be replaced with plan identification information. The plan identification information may be information other than the plan ID, and is not limited to the plan ID. For example, the plan identification information may be the name of the plan or a number called by another name other than an ID.

For example, a person in charge of a golf course logs into a golf course reservation service using a member store user ID and enters information about the plan (e.g., start date and time, fee, maximum number of people, and minimum number of people) to make a plan. create. The server 10 generates a plan ID for a new plan so that it is not the same as other plans, and stores it in the plan database DB2 together with the information input by the person in charge. The information regarding the plan itself may be any information and is not limited to the example shown in FIG. 6. For example, introductory text and images of the plan may be stored in the plan database DB2.

The reservation status information is information regarding the reservation status of the plan. For example, the reservation status information indicates the user ID of the second user who reserved the plan, the current number of reservations, or the date and time when the reservation was received. For example, when a certain second user makes a reservation for a plan, the server 10 adds the second user's user ID to the reservation status information for this plan, and updates the number of people making the reservation and the date and time of reception. For example, when a certain second user cancels a plan, the server 10 deletes the second user's user ID and acceptance date and time from the reservation status information of this plan, and updates the number of people making the reservation. Similar processing is performed when the first user reserves or cancels a plan.

The data stored in the data storage unit 100 is not limited to the above example. The data storage unit 100 can store any data. For example, the data storage unit 100 may store data for displaying the reservation screen SC (for example, HTML data or image data). In addition, the data storage unit 100 stores data necessary for the processing described in this embodiment. For example, the data storage unit 100 may store a database related to plans sold in the past.

[First acquisition part]
The first acquisition unit 101 acquires first user information regarding a first user who uses the golf course reservation service. The first user information is information stored in the user database DB in association with the user ID of the first user, or information acquired from the first user terminal 20. For example, a case will be described in which the first acquisition unit 101 acquires first attribute information regarding the attributes of the first user as the first user information.

The first attribute information is information that can classify the first user. For example, the attribute is age (age group), gender, golf skill, play style, preferences, or personality. The attribute is not limited to the example of this embodiment, and may be any information that can classify the first user in some way. For example, it may be demographic information registered by the user himself/herself, factual attributes such as transaction history of an e-commerce service, or estimated attributes that are personas estimated based on the transaction history, etc. The estimated attribute may indicate whether the first user owns a car. The estimated attribute may be estimated using multiple factual attributes and a trained machine learning model.

In this embodiment, the first acquisition unit 101 acquires first user information in a golf course reservation service, but as in a modified example described below, the first acquisition unit 101 may acquire first user information in other services. The first user information in the golf course reservation service is information stored in a computer (in this embodiment, server 10) managed by the operator of the golf course reservation service, or information generated from that information.

In this embodiment, a case will be described in which the first user's golf skill corresponds to the first user information and the first classification information. Furthermore, the average score will be explained as an example of golf skill. Therefore, the portion describing the average score can be read as first user information and first classification information. The first classification information may be other information mentioned above. In addition to the first classification information, the first user information may be other information that will be explained in a modified example below.

In this embodiment, a case will be explained in which the average score is expressed as a number with a certain range, such as in the 80s or 120s, but the average score may also be expressed as a single number with no range. good. Golf skill may be other information that can quantitatively express golf skill, and is not limited to the average score. For example, the first user information may be not the average score but the most recent score, the average distance, the number of years since he started playing golf, or the total number of times he has played golf.

Note that if the first user's preferences correspond to the first user information, all or part of the first user's profile information may correspond to the first user information. For example, even when the first user's personality corresponds to the first user information, all or part of the first user's profile information may correspond to the first user information. The first user information may be a play style, all or part of the self-introduction or enthusiasm, preferences or personality estimated from the self-introduction or enthusiasm, or the time slot for starting the play.

In this embodiment, a case will be described in which the first user information is stored in the user database DB1. Therefore, the first acquisition unit 101 refers to the user database DB1 and acquires the first user information. If the first user information is stored in a database other than the user database DB1, the first acquisition unit 101 may refer to the other database and acquire the first user information. If the first user information is stored in a computer or information storage medium other than the server 10, the first acquisition unit 101 may acquire the first user information from the other computer or information storage medium. .

Note that the first user information may not be stored in advance in the computer or information storage medium, but may be dynamically generated on the spot. For example, the first acquisition unit 101 generates and acquires the first user information on the spot using a machine learning model that estimates the first user's golf skill, preference, personality, or a combination thereof. It's okay. In this case, characteristics such as the first user's average flight distance and past usage history are input to the machine learning model. The machine learning model has learned the relationship between the training user's characteristics and information corresponding to the first user information, such as the user's golf skill. The machine learning model outputs first user information according to the input characteristics of the first user. The first acquisition unit 101 may acquire the first user information output by the machine learning model.

[Second acquisition part]
The second acquisition unit 102 acquires second user information regarding a second user who has reserved each of a plurality of plans that the first user can play together. The first user being able to play together means that the first user and the second user can be in the same group. This plan may be a plan reserved by at least one second user, or may be reserved by a plurality of second users. In this embodiment, the target is a plan in which the maximum number of participants has not been reached, but it may be a plan in which the maximum number of participants has been reached.

In this embodiment, a plan for reservation for one person will be described as an example of the plan, but this plan may be called another plan and is not limited to reservation for one person. The part where it is written as "single person reservation" can be read as a plan with any other name. For example, the plan may be such that a user who has found only one companion plays with another user who is meeting for the first time. For example, the plan may be for a pair of two players to play a round with four players. For example, the plan may be an open competition in which an unspecified number of users can participate.

In this embodiment, since information regarding plans is stored in the plan database DB2, the second acquisition unit 102 identifies a plurality of plans by referring to the plan database DB2. The second acquisition unit 102 can specify an arbitrary number of plans. For example, the second acquisition unit 102 may specify all plans whose play dates are included in the most recent period (for example, about one week to one month), or may specify only those plans for which the maximum number of players has not been reached. It's okay. For example, when the user specifies a search condition, the second acquisition unit 102 may identify a plan that satisfies the search condition.

Note that if information regarding plans is stored in a database other than the plan database DB2, the second acquisition unit 102 may identify a plurality of plans by referring to the other database. If information regarding the plan is stored in a computer or information storage medium other than the server 10, the second acquisition unit 102 requests information regarding the plan from the other computer and transmits the information to the other computer or information storage medium. The plan may be specified by acquiring the information from the storage medium.

The second user information differs from the first user information in that it is information about the second user, but is similar to the first user information in other respects. Therefore, the specific example of the first user information described in the description of the first acquisition unit 101 may be the same for the second user information. For example, the second acquisition unit 102 may acquire second user information in a golf course reservation service, or the second acquisition unit 102 may acquire second attribute information regarding attributes of the second user as the second user information. You may obtain it. For these processes of the second acquisition unit 102, the description of the first user information in the description of the first acquisition unit 101 may be replaced with the second user information.

[Proposal Department]
The proposal unit 103 proposes at least one plan among the plurality of plans specified by the identification unit to the first user based on the first user information and the second user information. The suggestion is to display an image showing the contents of the plan. For example, displaying the plan preferentially over other plans, displaying it more emphatically than other plans, increasing benefits (points, discounts, etc.) at the time of reservation, or not displaying other plans. Displaying only plans eligible for proposals also corresponds to proposals. Displaying with priority means displaying in the first order (for example, on the top or left side).

Although the example in FIG. 3 shows a case where the proposal unit 103 proposes three plans, the number of plans proposed by the proposal unit 103 is not limited to three. For example, the proposal unit 103 may propose one, two, or four or more plans. The number of plans proposed by the proposal unit 103 does not need to have an upper limit. For example, the proposal unit 103 may propose all plans that satisfy a predetermined condition based on the first user information and the second user information.

In the present embodiment, since the first user information and the second user information are information in the golf course reservation service, the proposal unit 103 provides information to the first user based on the first user information and second user information in the golf course reservation service. In response, propose at least one plan. Further, since the first attribute information and the second attribute information will be described as specific examples of the first user information and the second user information, the proposal unit 103 propose at least one plan.

For example, the proposal unit 103 selects and proposes at least one plan to be proposed from among the plurality of plans based on the first user's average score and the second user's average score. In this embodiment, the average score is expressed in a certain range, such as in the 80s or 120s. The proposal unit 103 selects and proposes at least one plan reserved by a second user who has the same average score as the first user.

In the upper example of FIG. 3, since the first user's average score is 80 cars, the proposal unit 103 selects and proposes a plan reserved by the second user whose average score is 80 cars. In the lower example of FIG. 3, since the first user's average score is 120 cars, the proposal unit 103 selects and proposes a plan reserved by the second user whose average score is 120 cars. Similarly, even when the first user's average score is a different value, the proposal unit 103 may select and propose a plan reserved by the second user with the same average score. The proposal unit 103 may select and propose a plan reserved by the second user that has a similar average score to the first user.

Note that even when the average score is expressed as a numerical value such as 82 or 123 instead of a fixed range such as 80 or 120, the proposal unit 103 may select an average score that is the same as or similar to the first user's average score. The second user may select and propose a reserved plan. The same average score here means that the difference between the above numerical values is 0. Similar average scores mean that the difference between the above numerical values is small. For example, the proposal unit 103 selects and proposes a predetermined number of plans in descending order of the difference between the first user's average score and the second user's average score. The proposal unit 103 may select and propose all plans for which this difference is less than a threshold value.

Further, the proposal unit 103 may propose a plan to the first user based on the first user information and second user information other than the average score. For example, when the first user information and the second user information indicate age (age group), the proposal unit 103 proposes a plan that has been reserved by a second user of the same or similar age (age group) as the first user. You may. Similar age (age group) means that the difference in age (age group) is less than a threshold. For example, when the first user information and the second user information indicate a play style, the proposal unit 103 may propose a plan that has been reserved by a second user who has the same play style as the first user. For example, the proposal unit 103 may propose a plan to the first user based on various factors such as gender, preference, or personality.

[3-2. Functions realized on user terminal]
The user terminal 20 includes a data storage section 200, a display control section 201, and an operation reception section 202. The data storage section 200 is realized by the storage section 22. The display control unit 201 and the operation reception unit 202 are realized by the control unit 21.

[Data storage]
The data storage unit 200 stores data necessary for applying for a golf course reservation service. For example, the data storage unit 200 stores an application dedicated to a browser or golf course reservation service for displaying the reservation screen SC.

[Display control section]
The display control unit 201 causes the display unit 25 to display various screens. For example, the display control unit 201 causes the display unit 25 to display the reservation screen SC.

[Operation reception section]
The operation reception unit 202 receives various operations performed from the operation unit 24. For example, the operation reception unit 202 receives an operation on the reservation screen SC. The operation content received by the operation reception unit 202 is transmitted to the server 10.

[4. Processing executed by the golf course reservation system]
FIG. 7 is a diagram showing an example of a process executed by the golf course reservation system 1. The processing in FIG. 7 is executed by the control units 11 and 21 operating according to programs stored in the storage units 12 and 22, respectively.

As shown in FIG. 7, the user terminal 20 executes a login process between the server 10 and the first user to log in to the golf course reservation service based on the user ID and password entered by the first user (S1). In S1, the server 10 allows the first user to log in if the user ID and password exist in the user database DB1. The golf course reservation service can display various screens, but here we will explain the display control of the reservation screen SC for single person reservations.

The server 10 refers to the user database DB1 and obtains the average score of the first user included in the profile information associated with the user ID of the first user (S2). The server 10 refers to the plan database DB2 and identifies a plurality of plans in which at least one second user has made a reservation and the maximum number of people has not been reached (S3). The server 10 refers to the user database DB1 and obtains the average score of the second users who have reserved each of the plurality of plans identified in S3 (S4).

The server 10 selects at least one plan to be proposed from among the plurality of plans identified in S3 based on the average score of the first user acquired in S2 and the average score of the second user acquired in S4. Select a plan (S5). The server 10 generates display data for the reservation screen SC based on the at least one plan selected in S5 and transmits it to the user terminal 20 (S6). When the user terminal 20 receives the display data, it displays the reservation screen SC on the display unit 25 (S7), and this process ends. Thereafter, a process for accepting a reservation for the plan selected by the first user is executed. The process itself of accepting the reservation can be performed using a process of a known golf course reservation service.

The golf course reservation system 1 of this embodiment proposes at least one plan out of a plurality of plans to the first user based on the first user information and the second user information. As a result, an optimal plan can be proposed to the first user using the first user information and the second user information, thereby increasing convenience for the first user. For example, a second user can suggest a reserved plan that seems suitable for the first user. For example, in the single-person reservation described in the embodiment, people who meet for the first time are basically in the same group, so there may be a psychological barrier until they get used to the single-person reservation. In this regard, the psychological barrier can be lowered by suggesting a plan that has been reserved by the second user that seems to be suitable for the first user. As a result, the first user's convenience is improved and the use of the golf course reservation service can be promoted. From the standpoint of the second user who made the reservation first, the probability that more people will be able to enjoy playing golf increases, so the convenience for the second user also increases.

Moreover, the golf course reservation system 1 proposes at least one plan to the first user based on the first user information and second user information in the golf course reservation service. The first user information and the second user information in the golf course reservation service directly represent the golf-related information of each of the first user and the second user, so such first user information and second user information By using this, a more optimal plan can be proposed to the first user, thereby further increasing convenience for the first user.

Moreover, the golf course reservation system 1 proposes at least one plan to the first user based on the first attribute information and the second attribute information. This makes it possible to propose to the first user an optimal plan that allows users with the same or similar attributes to play a round in the same group, thereby further increasing convenience for the first user.

[5. Modified example]
Note that the present disclosure is not limited to the embodiments described above. Changes can be made as appropriate without departing from the spirit of the present disclosure.

[5-1. Modification 1]
For example, in the embodiment, the first attribute information and the second attribute information are described as an example of the first user information and the second user information, but the first user information and the second user information are not limited to the first attribute information and the second attribute information. In Modification 1 and subsequent modifications, other examples of the first user information and the second user information are described. The first user information and the second user information may include a plurality of pieces of information described in the embodiment and Modification 1 and subsequent modifications. That is, a plan may be proposed to the first user by comprehensively considering these pieces of information.

The first acquisition unit 101 of Modification 1 acquires, as first user information, first reservation information regarding a reservation made in the past by a first user in a golf course reservation service. The first reservation information is the content of a reservation made in the past by the first user. The first reservation information may include not only a reservation for one person but also a regular reservation. For example, the first reservation information may be play history in past reservations, or may be information input at the time of reservation.

For example, the play history may include the composition of the members who participated, the area of the golf course, the season, the fee, the start time, the number of times played, the frequency of play, or a combination thereof. In the first modification, a case will be described in which the first reservation information is stored in the user database DB1 and the first acquisition unit 101 acquires the first reservation information from the user database DB1. The acquisition unit 101 may acquire the first reservation information from another database, another computer, or an information storage medium.

The second acquisition unit 102 of Modification 1 acquires, as second user information, second reservation information regarding a reservation made in the past by the second user in the golf course reservation service. The second reservation information differs from the first reservation information in that it is information regarding the second user, but is similar to the first reservation information in other respects. Therefore, the specific example of the first reservation information described in the description of the first acquisition unit 101 may be the same for the second reservation information.

FIG. 8 is a diagram showing an example of the reservation screen SC of Modification 1. The proposal unit 103 of Modification 1 proposes at least one plan to the first user based on the first reservation information and the second reservation information. For example, the proposal unit 103 identifies second reservation information having the same or similar tendency to the reservation content indicated by the first reservation information, and selects a plan reserved by the second user corresponding to the specified second reservation information. is proposed to the first user. Similar reservation contents means that the difference in reservation contents is less than a threshold. For example, if the difference in number of people, area, season, price, start time, number of plays, frequency of play, or a combination of these is less than a threshold (in the case of areas, the difference corresponds to distance), reservations with similar reservation details It corresponds to that.

In the example of FIG. 8, the proposal unit 103 proposes a plan that has been reserved by the second user with the same number of plays as the number of plays reserved for one person by the first user. In the example in the upper part of FIG. 8, since the number of plays in the reservation for one person by the first user is 5, the proposal unit 103 indicates that the second user with the same number of plays (for example, 3 to 7 times) has already made a reservation. propose a plan. In the lower example of FIG. 8, since the first user has made a reservation for one person playing 12 times, the proposal unit 103 has made a reservation for a second user who has played the same number of times (for example, 10 to 14 times). Suggest a completed plan. The same level means that the difference in the number of plays is less than a threshold (for example, less than 3).

The method of proposal by the proposal unit 103 is not limited to the example in FIG. 8. For example, the proposal unit 103 may identify a second user who has the same or similar participating member composition, golf course area, season, fee, start time, play frequency, or a combination thereof as the first user, based on the first reservation information and the second reservation information. The proposal unit 103 may propose to the first user a plan that has been reserved by the identified second user.

The golf course reservation system 1 of the first modification proposes at least one plan to the first user based on the first reservation information and the second reservation information. As a result, it is possible to propose to the first user an optimal plan that allows users with the same or similar reservation details to play a round in the same group, thereby further increasing convenience for the first user. For example, as shown in FIG. 8, if the users have a similar number of plays due to single-person reservations, psychological security is likely to be obtained. When the first user makes a reservation for one person for the first time, the second user, who is also making a reservation for one person for the first time, suggests a plan that has already been reserved to the first user, giving the first user a sense of psychological security. can be given.

[5-2. Modification 2]
For example, the first reservation information in Modification 1 may be information regarding a plan that the first user previously reserved using a golf course reservation service. This plan may be a reservation for one person or a regular reservation. For example, the first reservation information may be the availability status of the plan at the time when the first user made a reservation for one person in the past. For example, the availability status may be the number of people up to the maximum number of people (current number of reservations), whether there was only one slot left when making the reservation, or the timing when a predetermined amount of time has passed since three slots were filled. It may be whether or not it was. Among the examples described in Modification 1, the first reservation information may be an average start time calculated from the start times in a reservation for one person.

The second reservation information is information regarding a plan previously reserved by the second user using the golf course reservation service. The second reservation information differs from the first reservation information in that it is information regarding the second user, but is similar to the first reservation information in other respects. Therefore, the specific example of the first reservation information described in the description of the first acquisition unit 101 may be the same for the second reservation information. The second reservation information may be information regarding the plan that the second user is currently reserving. For example, the second reservation information may be the start time of the plan being reserved by the second user.

FIG. 9 is a diagram illustrating an example of the reservation screen SC of the second modification. The proposal unit 103 of Modification 2 specifies second reservation information that has the same average start time in past reservations of the first user, and selects the second reservation information that has been reserved by the second user corresponding to the identified second reservation information. A plan is proposed to the first user. The same level means that the difference in average start times is less than a threshold (for example, within 15 minutes).

In the example at the top of Figure 9, the average start time of the first user is 6:14, so the suggestion unit 103 proposes a plan that has been reserved by the second user and has an average start time between 6:00 and 6:30. The start time of this plan itself also has an average start time between 6:00 and 6:30. In the example at the bottom of Figure 9, the average start time of the first user is 9:30, so the suggestion unit 103 proposes a plan that has been reserved by the second user and has an average start time between 9:15 and 9:45. The start time of this plan itself also has an average start time between 9:15 and 9:45.

In the golf course reservation system 1 of Modification 2, the first reservation information is information regarding a plan that the first user has previously reserved using a golf course reservation service. The second reservation information is information regarding a plan previously reserved by the second user using the golf course reservation service. As a result, it is possible to propose to the first user an optimal plan that allows users with the same or similar reservation details to play a round in the same group, thereby further increasing convenience for the first user.

[5-3. Modification 3]
For example, in the embodiment, a case has been described in which a plan is proposed to the first user based on the first user information and the second user information in the golf course reservation service, but the first user information and the second user information may be information in another service different from the golf course reservation service. Other services may be any services that can be linked with the golf course reservation service, such as e-commerce services, travel reservation services (e.g., services for reserving hotels or tours, etc.), ticket reservation services (e.g., baseball The service may also be a service for reserving tickets for sports events such as soccer games, etc.), a communication service, a payment service, a financial service, or a flea market service.

The first acquisition unit 101 acquires first user information in other services. The second acquisition unit 102 acquires second user information in another service. For example, the server 10 cooperates with servers of other services. It is assumed that the first user information and the second user information are stored in a server of another service. The first acquisition unit 101 acquires first user information from a server of another service. The second acquisition unit 102 acquires second user information from a server of another service.

The first acquisition unit 101 may acquire the first user information by generating the first user information based on information acquired from a server of the other service. Similarly, the second acquisition unit 102 may acquire the first user information by generating the second user information based on information acquired from a server of the other service. This embodiment differs from the embodiment in that the first user information and the second user information are information in the other service, but is similar to the embodiment in other respects.

For example, when the other service is an e-commerce service, the first user information and the second user information are registered information such as purchase history, browsing history, product bookmarks, address, etc. in the e-commerce service, or a combination thereof. . For example, if the other service is a travel reservation service, the first user information and the second user information may include the facility reserved through the travel reservation service, the area of the facility, the date of reservation, the distance traveled from home, the means of transportation used, Or a combination of these. Similarly, when the other services are communication services, payment services, financial services, or flea market services, the information managed by these services may correspond to the first user information and the second user information.

FIG. 10 is a diagram illustrating an example of the reservation screen SC of Modification 3. In the example of FIG. 10, the other service is an electronic commerce service. The proposal unit 103 of modification 3 proposes at least one plan to the first user based on the first user information and second user information in other services. This embodiment differs from the embodiment in that the first user information and second user information in other services are used, but is similar to the embodiment in other respects.

In the example at the top of FIG. 10, the first user information indicates that the first user has purchased a driver from AAA Company through the e-commerce service. The suggestion unit 103 proposes a plan that has been reserved by a second user who has purchased a similar product, such as a product from AAA Company or a driver from another company. In the example at the bottom of FIG. 10, the first user information indicates that the first user has purchased an iron from BBB Company through the e-commerce service. The suggestion unit 103 proposes a plan that has been reserved by a second user who has purchased a similar product, such as a product from BBB Company or an iron from another company. Note that similar products mean that the products themselves are different, but are in the same genre or category in the e-commerce service.

The golf course reservation system 1 of variant example 3 proposes at least one plan to the first user based on the first user information and second user information in other services. This makes it possible to provide the first user with the most suitable plan by utilizing the first user information and second user information in other services, thereby increasing convenience for the first user. For example, even if sufficient information has not been accumulated in the golf course reservation service, the most suitable plan can be proposed to the first user. In the example of FIG. 10, if the first user is paired with a second user who has purchased the same or a similar product as the first user, there is a possibility that they will have a lively conversation about the product, thereby lowering the psychological barrier for the first user.

[5-4. Modification example 4]
For example, there may be a plurality of other services described in Modification 3. The first acquisition unit 101 acquires first user information for each of a plurality of other services. The second acquisition unit 102 acquires second user information for each of a plurality of other services. The first user information and the second user information themselves are as described in the fourth modification. Examples of other services are also as described in the third modification.

In Modified Example 4, three other services, such as an electronic commerce service, a travel reservation service, and a financial service, will be described as examples of a plurality of other services. It is assumed that the golf course reservation service cooperates with these three services. The first acquisition unit 101 acquires first user information from each server of an electronic commerce service, a travel reservation service, and a financial service. The second acquisition unit 102 acquires second user information from each server of the electronic commerce service, travel reservation service, and financial service.

The proposal unit 103 of Modification 4 proposes at least one plan to the first user based on the first user information and second user information in each of the plurality of other services. This differs from Modification 4 in that a plurality of other services exist, but is similar to Modification 4 in other respects. For example, the proposal unit 103 may suggest that at least one of a product purchased through an e-commerce service, a facility reserved through a travel reservation service, and a financial product used through a financial service has been reserved by a second user who is the same as or similar to the first user. Suggest a plan. "Facilities are similar" means that the areas or genres of the facilities are the same. "Financial products are similar" means that the genres of financial products are the same.

The golf course reservation system 1 of Modification 4 proposes at least one plan to the first user based on the first user information and second user information in each of the plurality of other services. Thereby, the first user information and the second user information in each of the plurality of other services can be used to provide the first user with an optimal plan, thereby increasing convenience for the first user. For example, even if sufficient information is not accumulated in the golf course reservation service, an optimal plan can be proposed to the first user by comprehensively considering trends in a plurality of other services.

[5-5. Modification 5]
For example, as in Modification 4, when a plurality of other services exist, the other services that serve as a reference for proposing a plan may differ depending on the first user. Therefore, the plan may be proposed based on the first user information and second user information in other services corresponding to the first user.

FIG. 11 is a diagram illustrating an example of functions realized in Modification 5. The golf course reservation system 1 of Modification 5 includes a selection unit 104. The selection unit 104 selects another service according to the first user from among the plurality of other services. The other service corresponding to the first user is another service selected based on the first user information. It is assumed that the relationship between the first user information and other services is predetermined. The selection unit 104 selects another service based on the first user information.

For example, assume that a first user indicates in his/her profile information in the golf course reservation system 1 what topic he/she would like to have fun talking about with a second user who is paired with him/her. If the profile information indicates that the topic is golf equipment, the selection unit 104 selects an e-commerce service from among the three other services. If the profile information indicates that the topic is golf courses, the selection unit 104 selects a travel reservation service from among the three other services. If the profile information indicates that the topic is finance, the selection unit 104 selects a financial service from among the three other services.

The first acquisition unit 101 of modification 5 acquires first user information in another service selected by the selection unit 104. The second acquisition unit 102 acquires second user information in another service selected by the selection unit 104. This differs from Modifications 3 and 4 in that the other services are selected by selection unit 104, but is similar to Modifications 3 and 4 in other respects.

The proposal unit 103 of modification 5 proposes at least one plan to the first user based on the first user information and second user information in the other service selected by the selection unit 104. This differs from Modifications 3 and 4 in that the other services are selected by selection unit 104, but is similar to Modifications 3 and 4 in other respects.

The golf course reservation system 1 of the fifth modification selects another service according to the first user from among a plurality of other services, and sets the first user information and second user information in the selected other service. Based on this, at least one plan is proposed to the first user. As a result, it is possible to select another service that is most suitable for proposing a plan from among a plurality of other services and provide the first user with an optimal plan, thereby increasing convenience for the first user. For example, an optimal plan can be proposed to the first user so that the first user is placed in the same group as a second user with whom the first user can share topics he or she wants to talk about.

[5-6. Modification 6]
For example, the first user information and second user information described in Modifications 3 to 5 may be information regarding whether or not the user is a member of another service. The first acquisition unit 101 of modification 6 acquires first member information regarding whether the first user is a member of another service as first user information. The second acquisition unit 102 acquires second member information regarding whether the second user is a member of another service as second user information. Each of the first member information and the second member information may be a user ID of another service, or may simply be a flag indicating whether or not the user is a member.

The proposal unit 103 of modification 6 proposes at least one plan to the first user based on the first member information and the second member information. For example, the proposal unit 103 proposes to the first user a plan that has been reserved by a second user who is a member of another service of which the first user is a member. That is, the proposal unit 103 proposes a plan to the first user so that members of the same service form the same group. If a plurality of other services exist, the proposal unit 103 may propose a plan to the first user so that members of at least one other service are in the same group.

The golf course reservation system 1 of the sixth modification proposes at least one plan to the first user based on the first member information and the second member information. This makes it possible, for example, to play golf with members of other services and have fun talking about other services. For example, if a fan club service for a sports team corresponds to another service, fans of the same sports team can play golf with each other and get excited about the topic of the sports team. Furthermore, if the first user and the second user become friends through golf and decide to go to watch a game of the sports team, profits will be generated for other services as well.

[5-7. Modification 7]
For example, a first user may be in the same group as a second user traveling to a golf course by car, and may wish to ride together to the golf course. Conversely, a first user who travels to a golf course by car may want to give a ride to a second user who travels to the golf course by train. Therefore, information regarding movement may be used as the first user information and the second user information.

The first acquisition unit 101 of the seventh variant acquires first user information, which is first travel information related to the travel of the first user to the golf course. The first travel information is information related to the means of travel or travel time to the golf course. The means of travel can also be called a means of transportation. For example, the means of travel is a car, train, bus, taxi, or motorcycle. The travel time is a time estimated based on the position of the home or the like registered by the first user and the position of the golf course. The method of estimating the travel time itself can use various methods used in navigation apps, etc.

In variant 7, the first movement information is registered in the user database DB1. For example, the first acquisition unit 101 refers to the user database DB1 to acquire the first movement information. As described in the embodiment, the first acquisition unit 101 may acquire the first movement information from another database, another computer other than the server 10, or an information storage medium. As in variants 3 to 6, the first acquisition unit 101 may acquire the first movement information from another service. In the other service, information related to the movement of the first user is registered. For example, the other service may be an automobile insurance service or a travel reservation service.

The second acquisition unit 102 of Modification 7 acquires second movement information regarding the second user's movement to the golf course and second user information. The second movement information differs from the first movement information in that it is information about the second user, but is similar to the first movement information in other respects. Therefore, the specific example of the first reservation information described in the description of the first acquisition unit 101 may be the same for the second reservation information.

FIG. 12 is a diagram showing an example of the reservation screen SC of variant example 7. The suggestion unit 103 of variant example 7 proposes at least one plan to the first user based on the first travel information and the second travel information. For example, when the first travel information indicates public transportation such as a train, the suggestion unit 103 proposes to the first user a plan that has been reserved by the second user and the second travel information indicates a car. When the first travel information indicates a car, the suggestion unit 103 proposes to the first user a plan that has been reserved by the second user and the second travel information indicates public transportation such as a train.

In the upper example of FIG. 12, the first user information indicates that the first user's usual means of transportation is a train. The proposal unit 103 proposes a plan that has been reserved by the second user who may take a companion in the car. In the lower example of FIG. 12, it is assumed that the first user's usual means of transportation is a car, and that the profile information includes that the first user may carry a companion. The proposal unit 103 proposes a plan that has been reserved by the second user who wants to ride in a companion's car. Note that the first movement information and the second movement information may be obtained from other services instead of the profile information. For example, the first movement information and the second movement information may be obtained from a car insurance service or a travel reservation service.

The golf course reservation system 1 of Modification 7 proposes at least one plan to the first user based on the first movement information and the second movement information. Thereby, the second user can propose to the first user a plan that has been reserved by the second user that is optimal according to the user's movement, thereby further increasing convenience for the first user.

[5-8. Modification 8]
For example, a questionnaire may be conducted in advance or afterwards for each of the first user and the second user. A plan may be proposed to the first user by taking into consideration the answers to the questionnaire by each of the first user and the second user.

The first acquisition unit 101 of Modified Example 8 acquires first response information regarding the first user's response to the questionnaire of the golf course reservation service as first user information. In Modification 8, it is assumed that the first response information is information regarding responses to a questionnaire conducted in advance. For example, the questionnaire includes questions such as golf playing style, the playing style of a companion, a topic that the player would like to discuss with a companion, his or her own hobbies, means of transportation to a golf course, or a combination thereof.

For example, a questionnaire response form is displayed on the user terminal 20 of the first user. The first acquisition unit 101 acquires the first response information from the user terminal 20. The first response information may be stored in advance in the user database DB1, and the first acquisition unit 101 may acquire the first response information from the user database DB1. As in the embodiment, the first response information may be stored in another database, another computer other than the server 10, or an information storage medium. As in the third to sixth variations, the first response information may be acquired from another service.

The second acquisition unit 102 of Modification 8 acquires second response information regarding the second user's response to the questionnaire of the golf course reservation service as second user information. The second answer information differs from the first answer information in that it is information about the second user, but is similar to the first answer information in other respects. Therefore, the specific example of the first answer information described in the description of the first acquisition unit 101 may be the same for the second answer information.

The proposal unit 103 of Modification 8 proposes at least one plan to the first user based on the first answer information and the second answer information. For example, the proposal unit 103 proposes to the first user a plan that has been reserved by a second user whose answer is the same as or similar to the answer given by the first user. The proposal unit 103 may propose to the first user a plan that has been reserved by a second user whose answer is different from the answer given by the first user.

The golf course reservation system 1 of Modification 8 proposes at least one plan to the first user based on the first answer information and the second answer information. As a result, it is possible to propose a plan to the first user according to the answer results of the questionnaire, thereby further increasing convenience for the first user.

[5-9. Modification 9]
For example, in the embodiment, a case has been described in which a plan that has been reserved by a second user having the same or similar characteristics as the first user is proposed, but the suggestion unit 103 may propose at least one plan that has been reserved by a second user having characteristics opposite to those of the first user based on the first user information and the second user information. It is assumed that which characteristics are opposite is stored in advance in the data storage unit 100. For example, taking the questionnaire of the eighth modification example as an example, the suggestion unit 103 may propose to the first user a plan that has been reserved by a second user having an answer different from the answer by the first user.

For example, a user may specify, as profile information, an attribute that the user would like to learn from or teach to a companion. In this case, when a first user specifies an attribute indicating that the user would like to learn from a companion, the suggestion unit 103 may suggest to the first user a plan that has been reserved by a second user who has specified an attribute indicating that the user would like to teach to a companion. Conversely, when a first user specifies an attribute indicating that the user would like to teach to a companion, the suggestion unit 103 may suggest to the first user a plan that has been reserved by a second user who has specified an attribute indicating that the user would like to learn from a companion.

The golf course reservation system 1 of modification 9 proposes at least one plan that has been reserved by a second user who has characteristics opposite to those of the first user, based on the first user information and the second user information. As a result, the second user can propose a reserved plan that will compensate for what the first user lacks, further increasing convenience for the first user.

[5-10. Modification 10]
For example, if the first user has used a single-person reservation in the past, there may be a plan that has been reserved by a second user with whom the first user has played. In this case, the first user may want to play again with the same group as the second user with whom he is acquainted. Therefore, based on the first user information and the second user information, the proposal unit 103 recommends to the first user at least one plan reserved by a second user with whom the first user has played in the past. You may make suggestions.

Note that which users have played with in the past may be stored in the user database DB1 as the first reservation information and second reservation information described in Modification 1, etc., or may be stored in the user database DB1 as the first reservation information and second reservation information. may be stored in the user database DB1 as information different from the above. The proposal unit 103 refers to the user database DB1 to identify a second user with whom the first user has played, and refers to the plan database DB2 to identify a plan reserved by the second user. good.

The golf course reservation system 1 of Modification 10 provides the first user with at least one reservation made by a second user with whom the first user has played in the past, based on the first user information and the second user information. We propose two plans. As a result, it is possible to propose to the first user a plan that allows him to play together with the second user with whom he is acquainted, thereby increasing convenience for the first user.

[5-11. Modification 11]
For example, the proposal unit 103 proposes at least one plan to the first user based on the first user information, the second user information, and a machine learning model in which past reservation records are learned. Good too. As the machine learning method itself, various known methods can be used. For example, any method such as supervised learning, semi-supervised learning, or unsupervised learning may be used. The proposing unit 103 may determine a plan to propose to the first user using an ensemble learning model, for example, a gradient boosting decision tree. Any of these may be a supervised learning model.

Note that other machine learning techniques such as a neural network or a support vector machine may be used as the machine learning model. In addition, for example, the second user to be proposed may be specified based on a rule. For example, it may be specified whether the first user selected a plan proposed by a machine learning model in the past and subsequently played with the same second user. In this case, the first user information and the second user information may be learned by the machine learning model.

In the machine learning model of Modification 11, pairs of information between users who are considered to be compatible with each other are learned as training data. For example, if a user makes a solo reservation and plays with another user, and later plays with the same group again, the pair of user information of these users will be learned by the machine learning model as training data. . When the proposal unit 103 inputs the first user information to the machine learning model, the machine learning model converts the first user information into a feature quantity and outputs second user information according to the feature quantity.

The second user information output from the machine learning model indicates a person who is considered to be compatible with the first user. The proposal unit 103 proposes to the first user a plan that has been reserved by the second user and has second user information that is the same as or similar to the second user information output from the machine learning model. Similar here means that the difference between the values included in the second user information is less than a threshold. For example, if the second user information includes multiple items such as average score, age, area, and play style, the second user information indicates that the difference between the values of these multiple items is less than a threshold. This corresponds to the fact that they are similar.

The golf course reservation system 1 of Modification 11 provides at least one plan to the first user based on the first user information, the second user information, and a machine learning model in which past reservation records are learned. propose. Thereby, a second user who is likely to be a good match for the first user can be identified using a machine learning model, so a more optimal plan can be proposed.

[5-12. Other Modifications]
For example, the above-described modifications may be combined.

For example, the functions described as being realized by the server 10 or the user terminal 20 may be realized by at least one computer in the golf course reservation system 1, or the functions may be shared among multiple computers. . In this case, the division of functions may be realized by each of the plurality of computers transmitting its own processing results to the other computers. For example, the functions described as being implemented by the server 10 may be implemented by the user terminal 20. For example, the functions described as being implemented by the user terminal 20 may be implemented by the server 10.

[6. Additional notes]
For example, the golf course reservation system according to the present disclosure may have the following configuration.
(1)
a first acquisition unit that acquires first user information regarding a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding a second user who has reserved each of a plurality of plans that the first user can play together;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first user information and the second user information;
Golf course reservation system including.
(2)
The first acquisition unit acquires the first user information in the golf course reservation service,
The second acquisition unit acquires the second user information in the golf course reservation service,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the golf course reservation service.
The golf course reservation system described in (1).
(3)
The first acquisition unit acquires first reservation information regarding a reservation made in the past by the first user in the golf course reservation service as the first user information,
The second acquisition unit acquires second reservation information regarding a reservation made in the past by the second user in the golf course reservation service as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first reservation information and the second reservation information.
The golf course reservation system described in (2).
(4)
The first reservation information is information regarding the plan that the first user reserved in the past with the golf course reservation service,
The second reservation information is information regarding the plan that the second user reserved in the past with the golf course reservation service.
The golf course reservation system according to (2) or (3).
(5)
The first acquisition unit acquires first attribute information regarding attributes of the first user as the first user information,
The second acquisition unit acquires second attribute information regarding attributes of the second user as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first attribute information and the second attribute information.
The golf course reservation system according to any one of (1) to (4).
(6)
The first acquisition unit acquires the first user information in another service different from the golf course reservation service,
The second acquisition unit acquires the second user information in the other service,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the other service.
The golf course reservation system according to any one of (1) to (5).
(7)
The first acquisition unit acquires the first user information for each of the plurality of other services,
The second acquisition unit acquires the second user information for each of the plurality of other services,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in each of the plurality of other services.
The golf course reservation system according to (6).
(8)
The golf course reservation system further includes a selection unit that selects the other service according to the first user from among the plurality of other services,
The first acquisition unit acquires the first user information in the other service selected by the selection unit,
The second acquisition unit acquires the second user information in the other service selected by the selection unit,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the other service selected by the selection unit.
The golf course reservation system according to (6) or (7).
(9)
The first acquisition unit acquires first member information regarding whether the first user is a member of the other service as the first user information,
The second acquisition unit acquires second member information regarding whether the second user is a member of the other service as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first member information and the second member information.
The golf course reservation system according to any one of (6) to (8).
(10)
The first acquisition unit acquires first movement information regarding the first user's movement to the golf course, and the first user information;
The second acquisition unit acquires second movement information regarding movement of the second user to the golf course, and the second user information;
The proposal unit proposes the at least one plan to the first user based on the first movement information and the second movement information.
The golf course reservation system according to any one of (1) to (9).
(11)
The first acquisition unit acquires first response information regarding the first user's response to the questionnaire of the golf course reservation service as the first user information,
The second acquisition unit acquires second response information regarding the second user's response to the questionnaire of the golf course reservation service as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first answer information and the second answer information.
The golf course reservation system according to any one of (1) to (10).
(12)
The proposal unit proposes the at least one plan reserved by the second user having characteristics opposite to those of the first user, based on the first user information and the second user information.
The golf course reservation system according to any one of (1) to (11).
(13)
Based on the first user information and the second user information, the proposal unit prompts the first user to select the at least one person who has been reserved by the second user with whom the first user has played in the past. propose one plan,
The golf course reservation system according to any one of (1) to (12).
(14)
The proposal unit proposes the at least one plan to the first user based on the first user information, the second user information, and a machine learning model learned from past reservation records. do,
The golf course reservation system according to any one of (1) to (13).

1 golf course reservation system, N network, 10 server, 11, 21 control unit, 12, 22 storage unit, 13, 23 communication unit, 20 user terminal, 24, 34 operation unit, 25, 35 display unit, F input form, N network, DB user database, SC reservation screen, 100 data storage unit, 101 first acquisition unit, 102 second acquisition unit, 103 proposal unit, 104 selection unit, 200 data storage unit, 201 display control unit, 202 operation reception unit , DB1 user database, DB2 plan database.

Claims (23)

a first acquisition unit that acquires, as first user information, first movement information regarding movement of a first user who uses a golf course reservation service to a golf course;
When the plurality of second users have already made reservations for each of the plurality of plans in which the first user can play together, second movement information regarding the movement of each of the plurality of second users to the golf course is provided. , a second acquisition unit that acquires second user information;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first movement information and second movement information of each of the plurality of second users; ,
Golf course reservation system including. a first acquisition unit that acquires first response information regarding a first user's response to a questionnaire for a golf course reservation service as first user information;
If a plurality of second users have already made reservations for each of a plurality of plans in which the first user can play together, a second acquisition unit that acquires the second answer information as second user information;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first answer information and the second answer information of each of the plurality of second users; and,
Golf course reservation system including. a first acquisition unit that acquires first user information regarding a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the plurality of second users when the plurality of second users have already reserved each of the plurality of plans in which the first user can play together; and,
Based on the first user information and the second user information of each of the plurality of second users, for the first user, among the plurality of plans, characteristics opposite to those of the first user are provided. a proposal unit that proposes at least one plan reserved by the second user;
Golf course reservation system including. a first acquisition unit that acquires first user information related to a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the second users when the second users have made reservations for each of a plurality of plans that the first user can play together;
a proposal unit that proposes to the first user at least one plan that has been reserved by a second user with whom the first user has played in the past, among the plurality of plans, based on the first user information and the second user information of each of the plurality of second users;
A golf course reservation system including: a first acquisition unit that acquires first user information regarding a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the plurality of second users when the plurality of second users have already reserved each of the plurality of plans in which the first user can play together; and,
Based on the first user information, the second user information of each of the plurality of second users, and a machine learning model in which past reservation records are learned, a proposal section that proposes at least one plan among the plans;
Golf course reservation system including. The first acquisition unit acquires the first user information in the golf course reservation service,
The second acquisition unit acquires the second user information in the golf course reservation service,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the golf course reservation service.
The golf course reservation system according to any one of claims 1 to 5. The first acquisition unit acquires first reservation information regarding a reservation made in the past by the first user in the golf course reservation service as the first user information,
The second acquisition unit acquires second reservation information regarding a reservation made in the past by the second user in the golf course reservation service as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first reservation information and the second reservation information.
The golf course reservation system according to claim 6. The first reservation information is information regarding the plan that the first user reserved in the past with the golf course reservation service,
The second reservation information is information regarding the plan that the second user reserved in the past with the golf course reservation service.
The golf course reservation system according to claim 7. The first acquisition unit acquires first attribute information related to an attribute of the first user as the first user information,
The second acquisition unit acquires second attribute information related to an attribute of the second user as the second user information,
The proposal unit proposes the at least one plan to the first user based on the first attribute information and the second attribute information.
6. A golf course reservation system according to claim 1. The first acquisition unit acquires the first user information in a service other than the golf course reservation service,
The second acquisition unit acquires the second user information in the other service,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the other service.
6. A golf course reservation system according to claim 1. The first acquisition unit acquires the first user information for each of the plurality of other services,
The second acquisition unit acquires the second user information for each of the plurality of other services,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in each of the plurality of other services.
The golf course reservation system according to claim 10. The golf course reservation system further includes a selection unit that selects the other service according to the first user from among the plurality of other services,
The first acquisition unit acquires the first user information in the other service selected by the selection unit,
The second acquisition unit acquires the second user information in the other service selected by the selection unit,
The proposal unit proposes the at least one plan to the first user based on the first user information and the second user information in the other service selected by the selection unit.
The golf course reservation system according to claim 10. The first acquisition unit acquires, as the first user information, first membership information regarding whether the first user is a member of the other service;
The second acquisition unit acquires, as the second user information, second membership information regarding whether the second user is a member of the other service;
The proposal unit proposes the at least one plan to the first user based on the first member information and the second member information.
The golf course reservation system according to claim 10. The computer is
a first acquisition step of acquiring first movement information regarding movement to the golf course of a first user who uses the golf course reservation service;
When the plurality of second users have already made reservations for each of the plurality of plans in which the first user can play together, second movement information regarding the movement of each of the plurality of second users to the golf course. , a second acquisition step of acquiring second user information;
a proposing step of proposing at least one plan among the plurality of plans to the first user based on the first movement information and second movement information of each of the plurality of second users; ,
How to make a golf course reservation. The computer is
a first acquisition step of acquiring first response information regarding the first user's response to the golf course reservation service questionnaire as first user information;
If a plurality of second users have already made reservations for each of a plurality of plans in which the first user can play together, a second acquisition step of acquiring the second answer information as second user information;
a proposing step of proposing at least one plan among the plurality of plans to the first user based on the first answer information and the second answer information of each of the plurality of second users; and,
How to make a golf course reservation. The computer is
a first acquisition step of acquiring first user information regarding a first user who uses the golf course reservation service;
a second acquisition step of acquiring second user information regarding each of the plurality of second users when the plurality of second users have already reserved for each of the plurality of plans in which the first user can play together; and,
Based on the first user information and the second user information of each of the plurality of second users, for the first user, among the plurality of plans, characteristics opposite to those of the first user are provided. a proposing step of proposing at least one plan reserved by the second user;
How to make a golf course reservation. The computer is
a first acquisition step of acquiring first user information regarding a first user who uses the golf course reservation service;
a second acquisition step of acquiring second user information regarding each of the plurality of second users when the plurality of second users have already reserved for each of the plurality of plans in which the first user can play together; and,
Based on the first user information and the second user information of each of the plurality of second users, among the plurality of plans, the first user a proposing step of proposing at least one plan reserved by the second user who has played;
How to make a golf course reservation. The computer is
a first acquisition step of acquiring first user information regarding a first user who uses the golf course reservation service;
a second acquisition step of acquiring second user information regarding each of the plurality of second users when the plurality of second users have already reserved for each of the plurality of plans in which the first user can play together; and,
Based on the first user information, the second user information of each of the plurality of second users, and a machine learning model in which past reservation records are learned, a proposing step of proposing at least one of the plans;
How to make a golf course reservation. a first acquisition unit that acquires, as first user information, first movement information regarding movement of a first user who uses a golf course reservation service to a golf course;
When the plurality of second users have already made reservations for each of the plurality of plans in which the first user can play together, second movement information regarding the movement of each of the plurality of second users to the golf course. , a second acquisition unit that acquires second user information;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first movement information and second movement information of each of the plurality of second users;
A program that allows a computer to function as a computer. a first acquisition unit that acquires first response information regarding the first user's response to the golf course reservation service questionnaire as first user information;
If a plurality of second users have already made reservations for each of a plurality of plans in which the first user can play together, a second acquisition unit that acquires the second answer information as second user information;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first answer information and the second answer information of each of the plurality of second users; ,
A program that allows a computer to function as a first acquisition unit that acquires first user information regarding a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the plurality of second users when the plurality of second users have already reserved each of the plurality of plans in which the first user can play together; ,
Based on the first user information and the second user information of each of the plurality of second users, for the first user, among the plurality of plans, characteristics opposite to those of the first user are provided. a proposal unit that proposes at least one plan reserved by the second user;
A program that allows a computer to function as a computer. a first acquisition unit that acquires first user information regarding a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the plurality of second users when the plurality of second users have already reserved each of the plurality of plans in which the first user can play together; ,
Based on the first user information and the second user information of each of the plurality of second users, among the plurality of plans, the first user a proposal unit that proposes at least one plan reserved by the second user who has played;
A program that allows a computer to function as a computer. a first acquisition unit that acquires first user information related to a first user who uses the golf course reservation service;
a second acquisition unit that acquires second user information regarding each of the plurality of second users when the plurality of second users have made reservations for each of a plurality of plans that the first user can play together;
a proposal unit that proposes at least one plan among the plurality of plans to the first user based on the first user information, the second user information of each of the plurality of second users, and a machine learning model in which past reservation records have been learned;
A program that makes a computer function as a

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