WO2023073940A1

WO2023073940A1 - Information processing device, information processing system, information processing method, and non-transitory computer-readable medium

Info

Publication number: WO2023073940A1
Application number: PCT/JP2021/040059
Authority: WO
Inventors: 宏嘉澤井
Original assignee: 日本電気株式会社
Priority date: 2021-10-29
Filing date: 2021-10-29
Publication date: 2023-05-04

Abstract

An information processing device (10) comprises: a specification unit (13) that specifies a user ID for identifying a user who visits a spot among specific spots, the user ID being specified on the basis of a captured image of at least the face of the user; a recording control unit (15) that records, in a play DB as a play history in association with the user ID, play data obtained by measuring a specific sports movement by the user at the spot that the user has visited; a selection unit (16) that selects, if the spot that the user has visited is a specific output spot, recommendation information from sports-related information on the basis of at least a portion of the play history stored in the play DB and associated with the user ID; and an output control unit (17) that causes a terminal device located at the specific output sport to output the recommendation information.

Description

Information processing device, information processing system, information processing method, and non-transitory computer-readable medium

TECHNICAL FIELD The present disclosure relates to an information processing device, an information processing system, an information processing method, and a non-temporary computer-readable medium, and in particular, an information processing device, an information processing system, an information processing method, and a non-temporary computer-readable medium that introduce sports-related information to users. computer readable medium.

At a sporting goods store that sells sporting goods such as golf clubs, tennis rackets, and baseball bats, users try out the actual products to search for equipment that suits them. In recent years, methods have been proposed for recommending tools that suit the user based on previously collected data. For example, Patent Literature 1 discloses a method of acquiring swing analysis data of a user from a user terminal and providing a diagnostic result including information on a recommended golf club type to a terminal such as a shop based on the swing analysis data. ing. In Patent Document 1 described above, a user terminal is configured to receive measurement data from a sensor unit attached to a golf club, generate swing analysis data based on the measurement data, and transmit the swing analysis data to a server. ing.

JP 2017-029460 A

In order to make appropriate recommendations according to the user's skill, it is required to collect as much measurement data as possible and easily linked to the user in various situations. However, in the method described in Patent Document 1 above, in order to associate the measurement data or swing analysis data with the user ID, it is necessary to pair the sensor unit with the logged-in user terminal in advance, which is time-consuming. . Also, if the user terminal has not yet logged in, it is necessary to log in by entering a user ID or the like. Therefore, there is a problem that it is difficult to collect user's measurement data in various situations.

In view of the above-described problems, an object of the present disclosure is to provide an information processing device, an information processing system, and an information processing device that can easily collect measurement data in various situations of a user and make appropriate recommendations according to the skill of the user. The object is to provide a method and a non-transitory computer-readable medium.

An information processing device according to an aspect of the present disclosure includes:
identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the specified output point.

An information processing system according to one aspect of the present disclosure includes:
a measurement terminal positioned at each of the specific points, capturing at least the face of a user visiting the point, and acquiring measurement data of the action of the user who visited the point playing a specific sport;
comprising an information processing device and
The information processing device is
an identifying means for identifying a user ID that identifies a user who has visited one of the specific points based on a captured image captured by a measurement terminal positioned at one of the specific points;
a recording control means for recording play data obtained from measurement data acquired by the measurement terminal at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the specified output point.

An information processing method according to an aspect of the present disclosure includes:
identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the specified output point.

According to one aspect of the present disclosure, a non-transitory computer-readable medium comprising:
an identification step of identifying a user ID that identifies the user based on a photographed image of at least the face of the user visiting any one of the specific points;
a recording control procedure for recording play data obtained by measuring a specific sport action by the user at a point visited by the user in a play DB in association with the user ID as a play history;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection procedure to select;
A program for causing a computer to execute an output control procedure for outputting the recommended information to a terminal device located at the specified output point is stored.

According to the present disclosure, an information processing device, an information processing system, an information processing method, and a non-temporary computer-readable method that can easily collect user measurement data in various situations and make appropriate recommendations according to the user's skill We can provide media.

1 is a block diagram showing the configuration of an information processing apparatus according to a first embodiment; FIG. 4 is a flow chart showing the flow of an information processing method according to the first embodiment; 2 is a block diagram showing the overall configuration of an information processing system according to a second embodiment; FIG. 2 is a block diagram showing the configuration of a face authentication device according to a second embodiment; FIG. 9 is a flowchart showing the flow of face information registration processing according to the second embodiment; 9 is a flow chart showing the flow of face authentication processing according to the second embodiment; FIG. 8 is a block diagram showing the configuration of a user terminal according to the second embodiment; FIG. 8 is a block diagram showing the configuration of a measurement terminal according to the second embodiment; FIG. FIG. 7 is a block diagram showing the configuration of a server according to the second embodiment; FIG. FIG. 10 is a diagram showing an example of the data structure of a spot table according to the second embodiment; FIG. FIG. 11 is a sequence diagram showing an example of the flow of user registration processing according to the second embodiment; FIG. 10 is a sequence diagram showing an example of the flow of information processing when the server according to the second embodiment receives measurement data from a measurement terminal other than a designated output point; FIG. 10 is a sequence diagram showing an example of the flow of information processing when the server according to the second embodiment receives measurement data from a measurement terminal at a designated output point; FIG. 10 is a diagram showing an example of display on the measurement terminal according to the second embodiment; FIG. 10 is a diagram showing an example of display on the measurement terminal according to the second embodiment; FIG. 10 is a diagram showing an example of display on the measurement terminal according to the second embodiment; FIG. 10 is a diagram showing an example of display on the measurement terminal according to the second embodiment; 9 is a flowchart showing an example of the flow of collected data provision processing according to the second embodiment; FIG. 11 is a block diagram showing the overall configuration of an information processing system according to a third embodiment; FIG. FIG. 11 is a sequence diagram showing the flow of information processing when the server according to the third embodiment receives measurement data from a measurement terminal at a designated output point;

Below, embodiments of the present disclosure will be described in detail with reference to the drawings. In each drawing, the same reference numerals are given to the same or corresponding elements, and redundant description will be omitted as necessary for clarity of description.

<Description of terms>
In the following, the following terms are used as follows.
A “specific point” is a point where a camera for capturing a captured image for specifying a user is installed. The "point where the camera is installed" may include not only the point where the camera is actually installed, but also the area around the camera. The area around the camera may be a room or section in which the camera is installed, or an area or space that can be photographed by the camera. For example, the particular point may be a predetermined location of a driving range, any location on a golf course, or a predetermined location of a particular sporting goods store, such as a trial corner. The arbitrary location on the golf course may be the area around the camera when the camera is fixedly installed at a predetermined location on the golf course, or the camera is installed on a golf cart traveling around the golf course. It may be the area around the camera in the case.
A "specific sport" is golf, tennis, soccer, baseball or any other sport.
"Equipment" is a tool used for the sport. For example, if the sport is golf, the "equipment" may be a golf club or a golf ball. Also, for example, if the sport is tennis, the "equipment" may be a tennis racket or a tennis ball. Also, for example, if the sport is baseball, the "equipment" may be a bat, a glove, or a baseball. Note that the "equipment" may be clothing or shoes.
"Sports-related information" is also called sports-related information. Sports-related information includes information about equipment, lessons, coaches, courses or driving ranges for the sport. For example, if the sport is golf, the sport-related information may be golf club product information or sale information, golf lesson video distribution information, lesson professional introduction information, or golf course or driving range introduction information.
“Outputting information (to a terminal device)” may refer to transmitting information to a terminal device and outputting the information to an output unit of the terminal device. The output format may be a display format or an audio output format. In the case of the display format, the output section of the terminal device may also be referred to as the display section, and in the case of the audio output format, the output section of the terminal device may also be referred to as the audio output section.

<Embodiment 1>
First, Embodiment 1 of the present disclosure will be described. FIG. 1 is a block diagram showing the configuration of an information processing apparatus 10 according to the first embodiment. The information processing device 10 is a computer device that introduces information related to a specific sport to the user. The information processing device 10 is connected to a network (not shown). A network may be wired or wireless. A terminal device (not shown) is connected to the network. The terminal device is located at the designated output point.

The information processing device 10 includes a specifying unit 13 , a recording control unit 15 , a selection unit 16 and an output control unit 17 .

The identification unit 13 is also called identification means. The specifying unit 13 specifies a user ID for identifying a user based on a photographed image of at least the face of the user who has visited one of the plurality of specific spots. For example, the identifying unit 13 identifies the user ID of the user by face authentication. The user ID may be a user identification number or a user name.

The recording control unit 15 is also called recording control means. The recording control unit 15 records the play data obtained by measuring the user's motion at the point visited by the user as a play history in a play DB (not shown) in association with the user ID. The motions to be measured are body motions related to the sport. As an example, if the sport is golf, it is the address posture and the swing motion, and if the sport is tennis, it is the stroke motion and the serve motion. Examples of the measurement data include the acceleration of the tool, the angular velocity of the tool, the positional relationship between the tool and the body, the position of the hitting point, the direction of the face, the direction of the hit ball, the speed of the hit ball, the flight distance, and the positions of various parts of the user's body. Or it may be the position of the center of gravity of the user. The measured action may also include information about the score of the sport. The play data may be measurement data of the user's motion itself, or may be analysis data generated by analyzing the motion based on the measurement data. Analytical data may include data regarding a user's skill level, behavior characteristics, or similarity of behavior to other users or models.

The selection unit 16 is also called selection means. First, the selection unit 16 determines whether or not the point visited by the user is the designated output point. The designated output point is a point determined in advance so as to output the recommended information, and may be, for example, a test hitting corner of a specific sporting goods store.
Then, if the point visited by the user is the designated output point, the selection unit 16 selects at least one piece of information from the sports-related information as recommended information based on the play history associated with the user ID and accumulated in the play DB. Select as As an example, the selection unit 16 may estimate the user's skill level based on the user's play history, and select golf club product information corresponding to the skill level as the recommended information. The play history used in the selection process may be all of the user's play history accumulated in the user DB, or may be a part of the play history. A part of the play history may be, for example, a play history of a specific period, or a play history when playing at a specific point or using equipment of a specific manufacturer. There may be.
On the other hand, if the point visited by the user is not the designated output point, the selection unit 16 does not select the recommended information.

The output control unit 17 is also called output control means. The output control unit 17 causes the terminal device located at the designated output point to output the recommended information. The terminal device may include a measurement terminal located at the designated output point. For example, the output control unit 17 causes the measurement terminal located at the specified output point to output the recommended information. Alternatively, the terminal device may include a user terminal possessed by a user located at the designated output point. For example, the output control unit 17 may output the recommended information to a user terminal possessed by the user located at the designated output point.

FIG. 2 is a flow chart showing the flow of the information processing method according to the first embodiment. First, the information processing device 10 determines whether or not the user has visited a specific spot (S10). If it is not determined that the user has visited the specific point (NO in S10), the process shown in S10 is repeated. On the other hand, if it is determined that the user has visited the specific point (YES in S10), the information processing apparatus 10 acquires a photographed image of the user at the specific point (S11).

Next, the identification unit 13 of the information processing device 10 identifies the user ID of the user based on the captured image (S12). Next, the recording control unit 15 of the information processing device 10 records the play data obtained by measuring the user's motion at the point visited by the user as a play history in the play DB in association with the user ID. (S13). Next, the information processing apparatus 10 determines whether or not the point visited by the user is the specified output point (S14). If the point visited by the user is not the designated output point (NO in S14), the process returns to S10, and if the point visited by the user is the designated output point (YES in S14), the process proceeds to S15.

In S15, the selection unit 16 of the information processing device 10 selects recommended sports-related information from the sports-related information based on at least part of the play history. Next, the output control unit 17 of the information processing device 10 outputs the recommended information to the terminal device.

As described above, according to the first embodiment, the information processing device 10 can collect measurement data in various scenes by linking it to the user specified by the captured image, so that the play history can be easily accumulated. A user's login operation is not required for linking. As a result, the information processing apparatus 10 can make an appropriate recommendation to the user who has visited the designated output point according to the skill of the user, taking into consideration the play history collected in the past.

<Embodiment 2>
Next, Embodiment 2 of the present disclosure will be described. FIG. 3 is a block diagram showing the overall configuration of an information processing system 1000 according to the second embodiment. The information processing system 1000 is a computer system that introduces users to information related to specific sports. In the second embodiment, the specific sport is golf, but the type of sport is of course not limited to this. In the second embodiment, the information processing system 1000 makes recommendations to the user according to the skill of the user, and in addition, efficiently uses play data to activate the product development of manufacturers and other activities of related companies. Well configured to collect.

The information processing system 1000 includes a user terminal 300, measurement terminals 400-1, 400-2, . . . , 400-n located at respective points A1, A2, . (hereinafter referred to as a server) 200 and a manufacturer terminal 500 . Each device and terminal are connected to each other via a network N. FIG. The network N is a wired or wireless communication line.

The user terminal 300 is an information terminal used by the user. User terminal 300 transmits a user registration request to server 200 . Thereby, the user's facial feature information is registered and a user ID is issued. The user terminal 300 also transmits user information, which is information about the user, to the server 200, and causes the server 200 to register the user information in association with the user ID.

　Measuring terminals 400-1, 400-2, ..., 400-n are information terminals located at points A1, A2, ..., An, respectively. Points A1 to An are points at which cameras for capturing images for face authentication are installed. Measurement terminals 400-1, 400-2, . . . , 400-n located at locations A1, A2, . Measurement terminals 400-1, 400-2, . . . , 400-n located at points A1, A2, . In the second embodiment, the measurement data includes the captured image itself for face authentication or data related to the physical quantity generated by image processing based on the captured image for face authentication, but is not limited to this, for example, the user or equipment may include output data of sensors attached to the . The measurement terminal 400 associates the photographed image for face authentication with the measurement data and transmits them to the server 200 . When the measurement data is the captured image itself for face authentication, the measurement terminal 400 may transmit the captured image for face authentication to the server 200 .

Here, at least one of the points A1 to An is predetermined as a designated output point. In the second embodiment, the designated output points are points A1 and A2. The specified output points A1 and A2 may be predetermined areas of pre-specified stores (first store, second store) that sell sporting goods. As an example, the designated output points A1 and A2 may be the trial hitting corners of the first store and the second store. Note that the points other than the designated output points A1 and A2 may include a sporting goods store different from the first store and the second store, or a predetermined area of a sports practice field or game venue. The measurement terminal 400 located at the designated output point has a recommended information output function for outputting recommended information to the user, in addition to the function of transmitting the photographed image for face authentication and the measurement data. When receiving the recommended information from the server 200, the measuring terminal 400 positioned at the designated output point displays or outputs the recommended information by voice.

The face authentication device 100 is a computer device that stores facial feature information of multiple people. In addition, the face authentication device 100 has a face authentication function that, in response to a face authentication request received from the outside, compares the face image or face feature information included in the request with the face feature information of each user. In the second embodiment, the face authentication device 100 registers facial feature information of the user at the time of user registration. Then, the face authentication device 100 acquires the photographed image of the user who visited the spot from the measurement terminal 400 at each spot via the server 200, and performs face authentication using the face area in the photographed image. The face authentication device 100 then returns the collation result (face authentication result) to the server 200 .

The server 200 is an example of the information processing device 10 described above. The server 200 is a computer device that collects user measurement data and accumulates play data obtained from the measurement data in association with user IDs. For example, when the server 200 receives a photographed image for face authentication and measurement data from the measurement terminal 400, the server 200 requests the face authentication device 100 to perform face authentication for the face area. The server 200 associates the user ID included in the face authentication result received from the face authentication device 100 with the play data generated based on the measurement data, and registers them in a play history DB (not shown) as play history. .

In addition, when the measurement terminal 400 that has transmitted the photographed image and the measurement data for face authentication is located at the specified output points A1 and A2, the server 200 associates the specified user ID accumulated in the play history DB with Select recommendations based on play history. The server 200 then transmits the recommended information to the measurement terminal 400 that is the transmission source.

The server 200 also transmits the accumulated play history of the user to the maker terminal 500 .

The maker terminal 500 performs product improvement, new product development, or marketing based on the user's play history.

FIG. 4 is a block diagram showing the configuration of the face authentication device 100 according to the second embodiment. The face authentication device 100 includes a face information DB (DataBase) 110 , a face detection section 120 , a feature point extraction section 130 , a registration section 140 and an authentication section 150 . The face information DB 110 associates and stores a user ID 111 and face feature information 112 of the user ID. The facial feature information 112 is a set of feature points extracted from a facial image, and is an example of facial information. Note that the face authentication device 100 may delete the face feature information 112 in the face feature DB 110 in response to a request from the registered user of the face feature information 112 . Alternatively, the face authentication device 100 may delete the facial feature information 112 after a certain period of time has passed since it was registered.

The face detection unit 120 detects a face area included in a registered image for registering face information, and supplies it to the feature point extraction unit 130 . The feature point extraction unit 130 extracts feature points from the face area detected by the face detection unit 120 and supplies face feature information to the registration unit 140 . The feature point extraction unit 130 also extracts feature points included in the captured image received from the server 200 and supplies facial feature information to the authentication unit 150 .

The registration unit 140 newly issues a user ID 111 when registering facial feature information. The registration unit 140 associates the issued user ID 111 with the facial feature information 112 extracted from the registered image and registers them in the facial information DB 110 . The authentication unit 150 performs face authentication using the facial feature information 112 . Specifically, the authentication unit 150 collates the facial feature information extracted from the captured image with the facial feature information 112 in the facial information DB 110 . Authentication unit 150 returns to server 200 whether or not the facial feature information matches. Whether the facial feature information matches or not corresponds to the success or failure of the authentication. Note that matching of facial feature information (matching) means a case where the degree of matching is equal to or greater than a predetermined value.

FIG. 5 is a flowchart showing the flow of face information registration processing according to the second embodiment. First, the face authentication device 100 acquires the registered image of the user U included in the face registration request (S21). For example, the face authentication device 100 receives a face registration request via the network N from the server 200 that received the user registration request from the user terminal 300 . Note that the face authentication device 100 may receive a face registration request directly from the user terminal 300 without being limited to this. Next, face detection section 120 detects a face area included in the registered image (S22). Next, the feature point extraction unit 130 extracts feature points from the face area detected in step S22, and supplies face feature information to the registration unit 140 (S23). Finally, the registration unit 140 issues the user ID 111, associates the user ID 111 with the facial feature information 112, and registers them in the facial information DB 110 (S24). Note that the face authentication device 100 may receive the face feature information 112 from the face registration requester and register it in the face information DB 110 in association with the user ID 111 .

FIG. 6 is a flowchart showing the flow of face authentication processing according to the second embodiment. First, the feature point extraction unit 130 acquires facial feature information for authentication (S31). For example, the face authentication device 100 receives a face authentication request from the server 200 via the network N, and extracts facial feature information from the captured image included in the face authentication request in steps S21 to S23. Alternatively, the face authentication device 100 may receive facial feature information from the server 200 . Next, the authentication unit 150 collates the acquired facial feature information with the facial feature information 112 of the facial information DB 110 (S32). If the facial feature information matches, that is, if the degree of matching of the facial feature information is equal to or greater than a predetermined value (Yes in S33), the authentication unit 150 identifies the user ID 111 of the user whose facial feature information matches (S34). . Then, the authenticating unit 150 replies to the server 200 that the face authentication was successful and the identified user ID 111 as the face authentication result (S35). If there is no matching facial feature information (No in S33), the authentication unit 150 returns a face authentication result to the server 200 to the effect that the face authentication has failed (S36).

FIG. 7 is a block diagram showing the configuration of the user terminal 300 according to the second embodiment. User terminal 300 includes camera 310 , storage unit 320 , communication unit 330 , display unit 340 , input unit 350 , and control unit 360 .
The camera 310 is an imaging device that performs imaging under the control of the control unit 360 . The storage unit 320 is a storage device that stores programs for realizing each function of the user terminal 300 . A communication unit 330 is a communication interface with the network N. FIG. The display unit 340 is a display device. The input unit 350 is an input device that receives input from the user. The display unit 340 and the input unit 350 may be configured integrally like a touch panel. The control unit 360 controls hardware of the user terminal 300 .

FIG. 8 is a block diagram showing the configuration of the measurement terminal 400 according to the second embodiment. The measurement terminal 400 includes a camera 410 , a storage section 420 , a communication section 430 , a display section 440 , an input section 450 and a control section 460 .
The camera 410 is an imaging device that performs imaging under the control of the control unit 460 . The storage unit 420 is a storage device that stores programs for realizing each function of the measurement terminal 400 . A communication unit 430 is a communication interface with the network N. FIG. Display unit 440 is a display device. Input unit 450 is an input device that receives an input. The display unit 440 and the input unit 450 may be configured integrally like a touch panel. The control unit 460 controls hardware included in the measurement terminal 400 . Note that the display unit 440 and the input unit 450 may be omitted for the measurement terminals 400 located at points other than the designated output points A1 and A2.

FIG. 9 is a block diagram showing the configuration of the server 200 according to the second embodiment. For the sake of explanation, this diagram shows the configuration of the server 200 when introducing equipment-related information related to golf equipment as information related to sports, but the present invention is not limited to this.

The server 200 includes a storage unit 210, a memory 220, a communication unit 230, and a control unit 240. The storage unit 210 is a storage device such as a hard disk or flash memory. Storage unit 210 stores program 211 , user DB 212 , play history DB 213 , equipment DB 214 , and location table 215 . The program 211 is a computer program in which the processing of the information processing method according to the second embodiment is implemented.

The user DB 212 stores information related to users. Specifically, the user DB 212 stores user information 2122 and usage history 2123 in association with the user ID 2121 . A user ID 2121 is a user ID issued by the face authentication device 100 when face information is registered. The user information 2122 is information about the user, and may include, for example, user attribute information and questionnaire information about the user's degree of sports experience and tools in use. Attribute information may include age, address, gender, occupation, height, weight, or foot size. The user information 2122 may also include personal information such as the user's credit card number. The usage history 2123 may include the user's entrance history to each location, as well as payment history and trial hitting history at a predetermined store.

The play history DB 213 stores the user's play history. Specifically, the play history DB 213 stores play data 2132 and measurement conditions 2133 in association with the user ID 2131 . The play data 2132 is the measurement data itself received from the measurement terminal 400 or analysis data generated by analyzing the measurement data. The measurement condition 2133 is the measurement condition of the measurement data that forms the basis of the play data. The measurement conditions 2133 may include information related to the date and time of measurement, the location of measurement, and the tool used by the user at the time of measurement. In the second embodiment, the date and time of measurement and the location of measurement are the same as the date and time of shooting and the location of the captured image for face authentication. The information about the tool used may include the tool ID and the manufacturer ID.

The tool DB 214 stores information related to tools from various manufacturers. Specifically, the tool DB 214 stores a maker ID 2142, tool attributes 2143, and tool related information 2144 in association with the tool ID 2141. FIG. The tool ID 2141 is information for identifying the tool, and may be a product model number or a combination of a manufacturer ID and a product model number. The maker ID 2142 is information for identifying the maker that manufactured the tool, such as the maker's identification number or maker name. The tool attribute 2143 is information indicating the attribute of the tool. For example, equipment attributes 2143 may include information indicating the type and number of golf clubs, such as drivers, irons or putters. Equipment attributes 2143 may also include information regarding the length, weight or shape characteristics of the equipment. Equipment attributes 2143 may also include, for example, beginner, intermediate, or advanced, male, female, or children, or right-handed or left-handed.

The location table 215 is a table that defines for each location whether or not the location is a location for which recommended information is to be output, that is, whether or not it is a designated output location. FIG. 10 is a diagram showing an example of the data structure of the point table 215 according to the second embodiment. As shown in FIG. 10, the point table 215 associates a point ID with information indicating whether or not it is a specified output point.

Return to Fig. 9 and continue the explanation. The memory 220 is a volatile storage device such as a RAM (Random Access Memory), and is a storage area for temporarily holding information when the control unit 240 operates. The communication unit 230 is a communication interface with the network N. FIG.

The control unit 240 is a processor that controls each component of the server 200, that is, a control device. The control unit 240 loads the program 211 from the storage unit 210 into the memory 220 and executes the program 211 . Thereby, the control unit 240 realizes the functions of the registration unit 241 , the image acquisition unit 242 , the identification unit 243 , the generation unit 244 , the recording control unit 245 , the selection unit 246 , the output control unit 247 and the collected data providing unit 248 .

The registration unit 241 is also called registration means. When the registration image is received from the user terminal 300 , the registration section 241 transmits a face registration request to the face authentication device 100 . When the face authentication device 100 registers face information and issues a user ID, the registration unit 241 registers the user ID in the user DB 212 . Further, when receiving a user registration request from the user terminal 300 , the registration unit 241 registers the user information of the user in the user DB 212 in association with the user ID of the user used by the user terminal 300 .

The image acquisition unit 242 is also called image acquisition means. When receiving a record request from the measurement terminal 400 at any point, the image acquisition unit 242 acquires the captured image or facial feature information included in the record request. The image acquisition unit 242 supplies the captured image or facial feature information to the identification unit 243 . The image acquisition unit 242 also supplies the measurement data included in the recording request to the generation unit 244 .

The specifying unit 243 is an example of the specifying unit 13 described above. The identifying unit 243 controls face authentication for the face area of the user U included in the captured image to identify the user. That is, the identifying unit 243 causes the face authentication device 100 to perform face authentication on the captured image acquired from the measurement terminal 400 . For example, the specifying unit 243 transmits a face authentication request including the acquired photographed image to the face authentication device 100 via the network N. FIG. Note that the specifying unit 243 may extract the face area of the user U from the captured image and include the extracted image in the face authentication request. Further, the specifying unit 243 may extract facial feature information from the face area and include the facial feature information in the face authentication request. The specifying unit 243 then receives the face authentication result from the face authentication device 100 . Thereby, the identifying unit 243 identifies the user ID of the user.

The generation unit 244 analyzes the measurement data included in the recording request, and generates play data regarding the user's actions at the point visited by the user based on the measurement data. Here, as described above, in the second embodiment, the measurement data is obtained by image processing based on the photographed image for face authentication (that is, the photographed image used to specify the user ID) itself or the photographed image for face authentication. Contains data about generated physical quantities such as position and orientation. The method of generating play data is not limited to this, but the following method can be given as an example. For example, if the measurement data includes the positional relationship between the equipment and the body, the position of the user's body parts, and the position of the center of gravity, the generation unit 244 analyzes the user's address posture and swing trajectory from these data. , the feature amount of the posture at address and the trajectory of the swing are calculated. If the measurement data includes the position of the hitting point and the direction of the face, the generation unit 244 analyzes the direction and flight distance of the hit ball from these data, and calculates the feature amount of the hit ball. Then, the generation unit 244 generates play data including the feature amount of the user's posture at address and the trajectory of the swing, and the feature amount of the batted ball. The generation unit 244 supplies play data to the recording control unit 245 .

When the measurement data includes a photographed image for face authentication, the generating unit 244 may generate data regarding physical quantities based on the photographed image, and then generate play data based on the data regarding physical quantities. That is, in the second embodiment, play data generation and face authentication may be performed based on the same captured image. Therefore, there is no need to attach a dedicated sensor for measurement to the tool or the user himself/herself, and the trouble of pairing the sensor and the measurement terminal 400 can be saved. In addition, even if the user does not enter the user ID into the measurement terminal 400 to log in, the user ID of the user to be measured can be specified and the play data and the user ID can be easily linked.

Furthermore, the generation unit 244 may detect the tool used by the user from the captured image by image recognition, and specify the tool ID or manufacturer ID of the used tool. The generation unit 244 may then supply the recording control unit 245 with information on the measurement conditions including the date and time of measurement, the measurement location, and the tool ID or manufacturer ID of the tool used.

The recording control unit 245 is an example of the recording control unit 15 described above. The recording control unit 245 records the generated play data as a play history in the play history DB 213 in association with the user ID specified by the specifying unit 243 . Also, the recording control unit 245 may record the information of the measurement conditions in the play history DB 213 in association with the user ID.

The selection unit 246 is an example of the selection unit 16 described above. First, the selection unit 246 uses the location table 215 to determine whether or not the location visited by the user, that is, the location where the measuring terminal 400 that requested the recording is located, is the specified output location. If the point of the measurement terminal 400 that requested the recording is the specified output point, the selection unit 246 extracts the play data associated with the user ID in the play history DB 213 . At this time, the selection unit 246 may extract the play data for the most recent predetermined period from the play data associated with the user ID in the play history DB 213, and may not extract the rest. The selection unit 246 also extracts, from the play data associated with the user ID in the play history DB 213, play data in which the tool ID, tool attribute, or manufacturer ID of the used tool included in the measurement condition is predetermined, and extracts the play data. No need to extract anything other than

Then, based on at least the extracted play data and the equipment attributes of the equipment DB 214, the selection unit 246 selects the equipment-related information of the equipment recommended to the user from the equipment-related information of various equipment registered in the equipment DB 214. , to select as recommendations.

As an example of the selection method, the selection unit 246 analyzes the user's current skill level, changes in the skill level, and the characteristics of the user's actions based on the extracted play data. Then, the selection unit 246 selects, from among the tool IDs stored in the tool DB 214, a tool ID having a tool attribute that matches the skill level, transition of the skill level, or characteristics of the action. The selection unit 246 then identifies the tool-related information associated with the selected tool ID as recommended information.

As a first modification of the selection method, the selection unit 246 may select recommended information based on user information associated with the user ID in the user DB 212 in addition to the extracted play data. As an example, the selection unit 246 estimates the user's preferred manufacturer, price range, or design tendency from the user's attribute information, the degree of sports experience, or the information on the equipment currently owned, and based on the user's preference tendency A Equipment ID may be selected, thereby selecting recommendations.

As a second modification of the selection method, the selection unit 246 may select recommended information based on the usage history associated with the user ID in the user DB 212 in addition to the extracted play data. For example, the selection unit 246 may select the recommended information based on the purchase history of equipment of the user included in the usage history. As an example, the selection unit 246 estimates the tendency of the user's preferred manufacturer, price range, or design from the purchase history of the user's equipment, selects the equipment ID based on the user's preference, and thereby selects recommended information. You can

The output control unit 247 is an example of the output control unit 17 described above. The output control unit 247 transmits the recommended information selected by the selection unit 246 to the measurement terminal 400 at the designated output point that requested the recording, and causes the information to be output.

The collected data providing unit 248 is also called collected data providing means. Collected data providing unit 248 transmits the data accumulated in play history DB 213 to maker terminal 500 . The timing of transmission may be periodically, when a predetermined amount of data is accumulated, or each time data is recorded. The type of data to be transmitted may be all or any of the user ID, play data, and measurement conditions accumulated in the play history DB 213 . The user ID may be omitted from the viewpoint of privacy protection, or user attribute information may be used instead of the user ID. Also, the data to be transmitted may be related to the manufacturer to which it is transmitted. The data related to the maker of the transmission destination is the data contained in the record, among the records accumulated in the play history DB 213, in which the maker ID of the used equipment contained in the measurement conditions matches the maker ID of the transmission destination. good. As a result, the destination maker can easily collect usage data of its products. The data to be transmitted may also include data relating to competing manufacturers to which it is transmitted. Data related to the competition may be data included in records accumulated in the play history DB 213 in which the maker ID of the tool used included in the measurement conditions matches the maker ID of the competition. This allows the destination manufacturer to easily collect usage data of competing products.

FIG. 11 is a sequence diagram showing an example of the flow of user registration processing according to the second embodiment. First, the user terminal 300 takes an image of the user U (S500), and transmits a user registration request including a registration image generated by the image taking to the server 200 (S501). Then, the registration unit 241 of the server 200 includes the registration image included in the received user registration request in the face registration request and transmits the face registration request to the face authentication device 100 (S502). Then, the face authentication device 100 registers face information (face feature information) of the user U based on the registration image included in the received face registration request (S503). Then, the face authentication device 100 notifies the server 200 of the issued user ID (S504). Also, the user terminal 300 accepts input of user information from the user and transmits the user information to the server 200 (S505). The user information transmitted here includes user attribute information and information on golf clubs owned by the user. The registration unit 241 of the server 200 associates the notified user ID and user information with each other and registers them in the user DB 212 (S506).

Next, the flow of information processing of the server 200 according to the second embodiment will be described. First, FIG. 12 is a sequence diagram showing an example of the flow of information processing when the server 200 according to the second embodiment receives measurement data from the measurement terminal 400 other than the designated output point. First, the measurement terminal 400 positioned at a point other than the designated output point takes a picture of the visiting user (S520). Next, the measurement terminal 400 transmits a recording request to the server 200 (S521). Here, it is assumed that the recording request includes the photographed image generated by photographing, the point ID of the point where the measuring terminal 400 is located, and the measurement data. It is also assumed that the measurement data is generated from the captured image by the measurement terminal 400 . Accordingly, the image acquisition unit 242 of the server 200 acquires the captured image of the user and the measurement data. Next, the specifying unit 243 of the server 200 transmits a face authentication request for the face area of the user U in the captured image to the face authentication device 100 (S522). Then, the face authentication device 100 performs face authentication on the face area of the user U in the captured image included in the received face authentication request (S523). Here, it is assumed that there is a user ID for which face authentication has succeeded. The face authentication device 100 transmits to the server 200 a face authentication result including the success of the face authentication and the user ID (S524). The identifying unit 243 of the server 200 identifies the user based on the user ID included in the face authentication result.

Next, the generation unit 244 of the server 200 generates play data based on the measurement data (S525). In addition to this, the generation unit 244 may detect the tool used by the user from the captured image, and include the tool ID or manufacturer ID of the detected used tool in the measurement conditions. Then, the recording control unit 245 of the server 200 records the play data and the measurement condition information in the play history DB 213 in association with the identified user ID (S526). Next, the selection unit 246 refers to the point table 215 and determines whether or not the point ID of the measurement terminal 400 that requested the recording is the specified output point (S527). Here, since the point ID of the measuring terminal 400 that requested the recording is the point ID of a point other than the specified output point, the server 200 ends the process.

Next, FIG. 13 is a sequence diagram showing an example of the flow of information processing when the server 200 according to the second embodiment receives measurement data from the measurement terminal 400 at the designated output point. S520 to S527 in FIG. 13 are the same as in FIG. Here, since the point ID of the measurement terminal 400 that requested the recording is the point ID of the designated output point, the process proceeds to S528.

In S528, the selection unit 246 of the server 200 extracts the user information and usage history associated with the user ID from the user DB 212, and extracts play data (that is, play history) associated with the user ID from the play history DB 213. (S528). Then, the selection unit 246 analyzes the user information, the usage history, and the play history, and estimates the user's current skill level, changes in the skill level, motion characteristics, and user's preference trends. The selection unit 246 selects a recommended tool based on the analysis result and the tool attribute of each tool in the tool DB 214, and selects the tool-related information of the tool (S529). The selected equipment-related information becomes recommended information.

The output control unit 247 of the server 200 transmits the recommended information to the measurement terminal 400 that requested the recording (S530). The measurement terminal 400 that has received the recommended information displays the recommended information (S531).

When the server 200 receives the measurement data from the measurement terminal 400 at the designated output point, the server 200, before recording the play data based on the received measurement data, based on the play history accumulated in the past. Recommended information may be selected and output. In this case, the processing shown in S525-S526 may be performed in parallel with S527-S530 or at any timing after S527 is performed.

FIG. 14 is a diagram showing an example of display on the measurement terminal 400 according to the second embodiment. For example, the display unit 440 of the measuring terminal 400 displays product information of "an iron made by XX company" corresponding to the tool ID selected as the tool suitable for the skill level of the user. Further, the display unit 440 of the measuring terminal 400 may be configured to display an input area of "try hitting", and the user can apply for a trial hitting of the tool using the input area.

In the above description, the selection process and the output process are executed each time it is determined that the point visited by the user is the specified output point, but the execution timing of the selection process and the output process is not limited to this. . For example, the execution timing of the selection process and the output process may be when the point visited by the user is the designated output point and a predetermined condition is satisfied.
As an example, the predetermined condition may be that the user has not purchased the same type of tool within the most recent predetermined period. This is because, for example, if the user recently purchased a driver, even if the server 200 causes the measurement terminal 400 to output the driver's product information and recommend a driver, the effect of the recommendation is considered to be small. On the other hand, if the user has been using a beginner's driver for a long time and has no purchase record, introducing a new driver may be effective.
Further, as an example, the predetermined condition may be that the tool in use and the user are not compatible with each other. Poor compatibility may mean that the value indicating compatibility is less than a predetermined threshold value, and good compatibility may mean that the value indicating compatibility is equal to or greater than a predetermined threshold value. For example, the selection unit 246 analyzes the compatibility between the equipment in use and the user based on the play data 2132 and the equipment attribute of the equipment ID in use by the user, and finds that the equipment in use and the user have good compatibility. Otherwise, selection processing and output processing may be performed. In other words, if the tool in use and the user are not compatible with each other, the server 200 transmits the tool-related information of the recommended tool to the measurement terminal 400 that requested the recording. 400 does not need to send equipment-related information for recommended equipment. For example, if the equipment in use is compatible with the user, the measurement terminal 400 may output a message such as "The equipment currently in use is compatible with the user. Let's practice at this rate."

Also, in the above explanation, the configuration for introducing equipment-related information related to golf equipment to the user has been explained. However, the information introduced to the user may be information about lessons, coaches, courses or practice ranges. In this case, the equipment DB 214 of the server 200 may store information related to lessons, coaches, courses, or practice ranges instead of or in addition to information related to equipment. For example, the equipment DB 214 may store attributes of lessons, coaches, courses, or practice grounds and their introduction information in association with IDs of lessons, coaches, courses, or practice grounds. In this case, the collected data providing unit 248 of the server 200 transmits the collected play data to the terminal of the company that provides the lessons, the company to which the coach belongs, or the company that provides the course or practice range instead of the maker terminal 500. You can

For example, FIG. 15 shows an example of a display when the server 200 causes the measurement terminal 400 to output information about a coach as recommended information. FIG. 15 is a diagram showing an example of display on the measurement terminal 400 according to the second embodiment. The display unit 440 of the measurement terminal 400 displays information of "Professional YY in the XX practice field" as a lesson professional. Then, the user who viewed the screen shown in FIG. 15 may be able to view the displayed lesson schedule of the lesson professional and apply for a lesson reservation from this screen.

When introducing information related to lessons, coaches, courses, or practice grounds to the user, the selection unit 246 selects the lessons, coaches, courses, or practice grounds that serve as the basis for the recommended information, based on the user's activity range. You can That is, the selection unit 246 may preferentially select lessons, coaches, courses, or practice grounds within or close to the user's action range. The user's action range may be estimated from attribute information such as the user's address, location information of the measuring terminal 400 that requested the recording, or the user's face authentication history (for example, location visit history).

The information to be introduced to the user may also be information on subscription services related to sports. A subscription service allows a user to receive a target service for a predetermined period under predetermined conditions by paying a fixed usage fee. Access to the subject service may be the ability to rent equipment, take lessons, or use a course or practice range at no additional charge. Also, being able to receive the target service may mean being able to reserve a course slot as a member of the golf course.

FIG. 16 shows an example of a display when the server 200 causes the measurement terminal 400 to output information about the subscription service as recommended information. FIG. 16 is a diagram showing an example of display on the measurement terminal 400 according to the second embodiment. The display unit 440 of the measuring terminal 400 displays information of "intermediate-level golf club subscription" for users having intermediate-level skills. Further, the display unit 440 of the measurement terminal 400 may be configured to display an input area of "apply", and the user can apply for the subscription service using the input area.

Also, the information to be introduced to the user may be the information of the sporting goods manufacturer recommended to the user. For example, the selection unit 246 may select the sporting goods maker based on the user's current skill level and the characteristics of the user's motion analyzed based on the extracted play data. Alternatively, for example, the selection unit 246 may select a sporting goods maker according to the tendency of the user's preference estimated based on the user information associated with the user ID or the usage history. Then, the selection unit 246 may select the information about the sporting goods maker as the recommended information.

FIG. 17 shows an example of a display when the server 200 causes the measuring terminal 400 to output information on recommended sporting goods makers as recommended information. FIG. 17 is a diagram showing an example of display on the measurement terminal 400 according to the second embodiment. The display unit 440 of the measurement terminal 400 displays information on "XX company" as a recommended manufacturer for the user. The display unit 440 of the measurement terminal 400 also displays an input area for "View golf club sets from company XX", and the user can use this input area to browse the details of the recommended maker's set products. It's okay.

FIG. 18 is a flowchart showing an example of the flow of collected data provision processing according to the second embodiment. The collected data providing unit 248 of the server 200 identifies the maker ID of the tool used included in the measurement condition for each play history accumulated in the play history DB 213, and identifies the play history accumulated in the play history DB 213 for each manufacturer. The history is sorted (S540). Then, the collected data providing unit 248 transmits the sorted play history data to the maker terminal of the maker (S541).

As described above, according to the second embodiment, the server 200 can collect measurement data in various scenes by linking it to the user specified by the captured image, so that the play history can be easily accumulated. A user's login operation is not required for linking. As a result, the server 200 can make appropriate recommendations to the user who has visited the designated output point according to the skill of the user, taking into consideration the play history collected in the past. This has the effect that the user can easily grasp the sporting goods, lessons, coaches, courses or practice fields. In addition, effective sales promotion can be expected to increase sales for sporting goods stores, lesson providers, and driving ranges. Also, sporting goods manufacturers can efficiently collect information for product development and marketing. Therefore, the cooperation of related companies can revitalize the business of the entire industry.

<Embodiment 3>
Next, Embodiment 3 of the present disclosure will be described. In Embodiment 3, the measurement terminal 400 transmits the output data of the sensor attached to the user or the tool to the server 200 as the measurement data.

FIG. 19 is a block diagram showing the overall configuration of an information processing system 1000a according to the third embodiment. An information processing system 1000a according to the third embodiment includes sensors 600-1, 600-2, . . . , 600-n in addition to the configuration of the information processing system 1000 according to the second embodiment. Sensors 600-1, 600-2, . . . , 600-n are attached to users visiting each location A1, A2, .

Sensors 600-1, 600-2, . . . , 600-n communicate with measurement terminals 400-1, 400-2, . connected by For example, sensors 600-1, 600-2, . . . , 600-n are connected to measurement terminals 400-1, 400-2, . ing.

The sensor 600 measures the motion of the user and transmits the resulting output data to the measurement terminal 400 as measurement data. On the other hand, the measurement terminal 400 photographs the user visiting the spot with the camera 410 and generates a photographed image for face authentication. Then, the measurement terminal 400 transmits the photographed image for face authentication and the measurement data to the server 200 in such a manner that the correspondence can be understood.

Then, the specifying unit 243 of the server 200 specifies the user ID of the user based on the photographed image for face authentication. Also, the generation unit 244 of the server 200 generates play data regarding the user's motion at the point visited by the user based on the measurement data of the sensor 600 . Then, the recording control unit 245 of the server 200 associates the identified user ID with the play data and records them in the play history DB 213 .

FIG. 20 is a sequence diagram showing an example of the flow of information processing when the server 200 according to the third embodiment receives measurement data from the measurement terminal 400 at the designated output point. The steps shown in FIG. 20 have S540 to S544 instead of S520 to S521 in FIG. In this example, it is assumed that the measurement terminals 400-1 and 400-2 of the designated output points A1 and A2 are installed at the entrances of the trial corners of the first store and the second store, respectively.

First, the measurement terminal 400 located at the designated output point takes a picture of the user when the user enters the trial hitting corner (S540). Thereby, the measurement terminal 400 generates a photographed image for face authentication. Next, the measurement terminal 400 transmits a recording start request to the server 200 (S541). Here, it is assumed that the recording start request includes the photographed image generated in S540 and the point ID of the point where the measuring terminal 400 is located. Thereby, the image acquisition unit 242 of the server 200 acquires the captured image of the user. Then, the server 200 treats the measurement data received from the measurement terminal 400 having the same spot ID as the measurement data linked to the user identified by the captured image until the recording end request is received.

Next, processing similar to S522 to S524 is executed.

On the other hand, the user entering the test hitting corner uses the equipment to test hit. At this time, the sensor 600 attached to the user or the tool outputs measurement data to the measurement terminal 400 (S542). The measurement terminal 400 then transmits the measurement data and the point ID to the server 200 (S543). Thereby, the image acquisition unit 242 of the server 200 acquires the measurement data associated with the captured image of the user. Then, when the user's trial hit ends, the measurement terminal 400 transmits a recording end request including the point ID to the server 200 (S544). Note that the measurement terminal 400 may transmit the recording end request in response to receiving an input indicating the end of trial hitting from the user, or may transmit the recording end request in response to the user exiting the trial hitting corner. good too. Further, the measurement terminal 400 may transmit a recording end request for the previous user when the next user enters.

Then, the processes shown in S525 to S531 are executed.

When the server 200 identifies the equipment to be used and records the measurement conditions, it may detect the equipment possessed by the user from the captured image acquired in S541 and identify the equipment ID or manufacturer ID. Alternatively, the measurement terminal 400 receives an input about the tool to be used from the user or the store staff, and the server 200 receives the information on the tool to be used received by the measurement terminal 400, thereby obtaining the tool ID or manufacturer ID of the tool to be used. may be specified.

In the above description, an example of the flow of information processing when the server 200 receives measurement data from the measurement terminal 400 at the designated output point has been shown. However, even if the server 200 receives the measurement data from the measurement terminal 400 at a point other than the specified output point, after the measurement terminal 400 photographs the user (S540) and until the server 200 determines the point (S527). ) flow is similar.

As described above, according to the third embodiment, the measurement data is automatically linked to the user ID specified in the photographed image for face authentication and collected, so the same effect as the second embodiment can be achieved.

In the above-described embodiment, the hardware configuration is described, but it is not limited to this. The present disclosure can also implement arbitrary processing by causing a processor to execute a computer program.

In the above examples, the program includes instructions (or software code) that, when read into a computer, cause the computer to perform one or more of the functions described in the embodiments. The program may be stored in a non-transitory computer-readable medium or tangible storage medium. By way of example, and not limitation, computer readable media or tangible storage media may include random-access memory (RAM), read-only memory (ROM), flash memory, solid-state drives (SSD) or other memory technology, CDs - ROM, digital versatile disc (DVD), Blu-ray disc or other optical disc storage, magnetic cassette, magnetic tape, magnetic disc storage or other magnetic storage device. The program may be transmitted on a transitory computer-readable medium or communication medium. By way of example, and not limitation, transitory computer readable media or communication media include electrical, optical, acoustic, or other forms of propagated signals.

The computer mentioned above is composed of a computer system including a personal computer and a word processor. However, the computer is not limited to this, and can be configured by a LAN (local area network) server, a computer (personal computer) communication host, a computer system connected to the Internet, or the like. It is also possible to distribute the functions to each device on the network and configure the computer over the entire network.

It should be noted that the present disclosure is not limited to the above embodiments, and can be modified as appropriate without departing from the scope. In the above-described second and third embodiments, the case where the measurement data at each point is data acquired from the captured image and the case where the measurement data at each point is the output data of the sensor have been described. However, the measurement data may be a combination of data acquired from the captured image and sensor output data. Also, the measurement data at some points may be acquired from the captured image, and the measurement data at other points may be sensor output data.

For example, in the above embodiment, the face authentication device 100 has the face authentication function, but instead of or in addition to the face authentication device 100, the server 200 may have the face authentication function.

Some or all of the above-described embodiments can also be described in the following supplementary remarks, but are not limited to the following.
(Appendix 1)
identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the designated output point.
(Appendix 2)
The information processing apparatus according to appendix 1, wherein the selection means does not select the recommended information when the point visited by the user is not the specified output point.
(Appendix 3)
3. The information processing device according to appendix 1 or 2, wherein the information related to the sport includes information related to equipment, lessons, coaches, courses, or practice grounds of the sport.
(Appendix 4)
generating means for generating play data relating to the motion of the user at the point visited by the user based on the measurement data of the motion acquired from a measurement terminal positioned at the point visited by the user The information processing device according to any one of the items.
(Appendix 5)
The information processing apparatus according to appendix 4, wherein the measurement data includes the captured image used to specify the user ID.
(Appendix 6)
The information processing apparatus according to appendix 4 or 5, wherein the measurement data includes output data of a sensor attached to the user or a sensor attached to a tool used by the user.
(Appendix 7)
The designated output point is a predetermined area of a sporting goods store,
7. The information processing apparatus according to any one of appendices 1 to 6, wherein the specific point includes a sporting goods store different from the sporting goods store, or a predetermined area of the sports practice ground or match venue.
(Appendix 8)
The selection means selects the recommended information based on, in addition to the play history, the purchase history of the sports equipment, the user's attribute information, or the location visit history. The information processing device according to .
(Appendix 9)
a measurement terminal positioned at each of the specific points, capturing at least the face of a user visiting the point, and acquiring measurement data of the action of the user who visited the point playing a specific sport;
comprising an information processing device and
The information processing device is
an identifying means for identifying a user ID that identifies a user who has visited one of the specific points based on a captured image captured by a measurement terminal positioned at one of the specific points;
a recording control means for recording play data obtained from measurement data acquired by the measurement terminal at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
An information processing system comprising output control means for outputting the recommended information to a terminal device positioned at the designated output point.
(Appendix 10)
The information processing system according to appendix 9, wherein the terminal device includes a measurement terminal positioned at the designated output point.
(Appendix 11)
identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the designated output point.
(Appendix 12)
an identification step of identifying a user ID that identifies the user based on a photographed image of at least the face of the user visiting any one of the specific points;
a recording control procedure for recording play data obtained by measuring a specific sport action by the user at a point visited by the user in a play DB in association with the user ID as a play history;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection procedure to select;
A non-temporary computer-readable medium storing a program for causing a computer to execute an output control procedure for outputting the recommended information to a terminal device located at the specified output point.

1000, 1000a information processing system 12, 242

image acquisition unit

13, 243

identification unit

15, 245

recording control unit

16, 246

selection unit

17, 247 output control unit 100 face authentication device 110 face information DB
111 User ID
112 facial feature information 120 face detection unit 130 feature point extraction unit 140 registration unit 150

authentication unit

10, 200 information processing apparatus (server)
210 storage unit 211 program 212 user DB
2121 User ID
2122 User information 2123 Usage history 213 Play history DB
2131 User ID
2132 play data 2133 measurement conditions 214 tool DB
2141 Equipment ID
2142 Manufacturer ID
2143 Equipment attribute 2144 Equipment related information 215 Location table 220 Memory 230 Communication unit 240 Control unit 241 Registration unit 244 Generation unit 248 Collected data provision unit 300 User terminal 310 Camera 320 Storage unit 330 Communication unit 340 Display unit 350 Input unit 360 Control unit 400 Measurement terminal 410 Camera 420 Storage unit 430 Communication unit 440 Display unit 450 Input unit 460 Control unit 500 Manufacturer terminal 600 Sensor

Claims

identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the designated output point.
The information processing apparatus according to claim 1, wherein the selection means does not select the recommended information when the point visited by the user is not the designated output point.
3. The information processing apparatus according to claim 1, wherein the information related to the sport includes information related to equipment, lessons, coaches, courses, or practice grounds of the sport.
4. A generation means for generating play data relating to the action of the user at a point visited by the user based on measurement data of the action acquired from a measurement terminal located at the point visited by the user. The information processing device according to any one of .
The information processing apparatus according to claim 4, wherein the measurement data includes the captured image used to specify the user ID.
The information processing apparatus according to claim 4 or 5, wherein the measurement data includes output data of a sensor attached to the user or a sensor attached to tools used by the user.
The designated output point is a predetermined area of a sporting goods store,
The information processing apparatus according to any one of claims 1 to 6, wherein the specific point includes a sporting goods store different from the sporting goods store, or a predetermined area of the sports practice ground or match venue.
8. The selection means selects the recommended information based on the purchase history of the sports equipment, the attribute information of the user, or the visit history of places in addition to the play history. The information processing device according to the item.
a measurement terminal positioned at each of the specific points, capturing at least the face of a user visiting the point, and acquiring measurement data of the action of the user who visited the point playing a specific sport;
comprising an information processing device and
The information processing device is
an identifying means for identifying a user ID that identifies a user who has visited one of the specific points based on a captured image captured by a measurement terminal positioned at one of the specific points;
a recording control means for recording play data obtained from measurement data acquired by the measurement terminal at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
An information processing system comprising output control means for outputting the recommended information to a terminal device positioned at the designated output point.
The information processing system according to claim 9, wherein the terminal device includes a measurement terminal positioned at the specified output point.
identifying means for identifying a user ID that identifies a user based on a photographed image of at least the face of a user who has visited one of the specific points;
a recording control means for recording play data obtained by measuring a specific sport action by the user at a point visited by the user as a play history in a play DB in association with the user ID;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection means to select;
and output control means for outputting the recommended information to a terminal device located at the designated output point.
an identification step of identifying a user ID that identifies the user based on a photographed image of at least the face of the user visiting any one of the specific points;
a recording control procedure for recording play data obtained by measuring a specific sport action by the user at a point visited by the user in a play DB in association with the user ID as a play history;
If the point visited by the user is the specified output point, recommended information is selected from the information related to sports based on at least a part of the play history associated with the user ID and accumulated in the play DB. a selection procedure to select;
A non-temporary computer-readable medium storing a program for causing a computer to execute an output control procedure for outputting the recommended information to a terminal device located at the specified output point.