WO2022201854A1 - Seat reservation device, seat reservation system, seat reservation method, and non-transitory computer-readable medium - Google Patents

Seat reservation device, seat reservation system, seat reservation method, and non-transitory computer-readable medium Download PDF

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Publication number
WO2022201854A1
WO2022201854A1 PCT/JP2022/003375 JP2022003375W WO2022201854A1 WO 2022201854 A1 WO2022201854 A1 WO 2022201854A1 JP 2022003375 W JP2022003375 W JP 2022003375W WO 2022201854 A1 WO2022201854 A1 WO 2022201854A1
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WIPO (PCT)
Prior art keywords
information
seat
user
reservation
presented
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PCT/JP2022/003375
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French (fr)
Japanese (ja)
Inventor
正 水垂
大輔 川崎
裕樹 杓子
薫 山根
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日本電気株式会社
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Priority to JP2023508723A priority Critical patent/JPWO2022201854A5/en
Publication of WO2022201854A1 publication Critical patent/WO2022201854A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/02Reservations, e.g. for tickets, services or events

Definitions

  • the present invention relates to a seat reservation device, a seat reservation system, a seat reservation method, and a program.
  • Patent Literature 1 discloses a technique related to a train seat reservation system that maximizes the profits of railway companies.
  • Patent Literature 1 discloses a technology related to a train seat reservation system that maximizes profits.
  • Patent Document 1 does not consider the personal information specific to the user when presenting the seat information to the user, so the same seat information is presented to multiple users. Therefore, there is a problem that the optimum seat information cannot be presented for each user.
  • the present disclosure is made to solve such problems, and provides a seat reservation device, a seat reservation system, a seat reservation method, and a program capable of presenting optimum seat information for each user. intended to
  • a seat reservation device includes: a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires personal information associated with the identification information of from the personal information storage unit; a seat information creation unit that creates seat information that can be presented to the user according to the content of the user's reservation request; a presentation seat information correction unit for correcting the seat information created by the seat information creation unit using the personal information acquired by the acquisition unit; and a seat information presenting unit for presenting to the seat information.
  • a seat reservation system compares the above-described seat reservation device, the previously stored biometric information of the plurality of users, and the biometric information of a user who is trying to reserve a seat. and an authentication device that performs biometric authentication in the seat reservation device, when the biometric authentication of the user who is trying to reserve the seat is successful, the authentication device sends the identification information of the user who succeeded in the biometric authentication to the seat reservation device.
  • the acquisition unit acquires personal information associated with the received identification information from the personal information storage unit, and outputs the acquired personal information to the presentation seat information correction unit.
  • a seat reservation method acquires personal information associated with identification information of a user whose biometric authentication has succeeded, and presents the personal information to the user according to the user's reservation request content.
  • Seat information is created, the seat information to be presented to the user is corrected using the acquired personal information, and the corrected seat information is presented to the user.
  • a program according to a fourth aspect of the present disclosure is a process of acquiring personal information associated with identification information of a user who has successfully biometrically authenticated, and can be presented to the user according to the reservation request content of the user.
  • a seat reservation process comprising a process of creating seat information, a process of correcting the seat information presented to the user using the acquired personal information, and a process of presenting the corrected seat information to the user. It is a program that causes a computer to execute
  • a seat reservation device includes: a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires personal information associated with identification information from the personal information storage unit; and seat information that is presented to the user based on the personal information acquired by the acquisition unit and the user's reservation request content. and a seat information presenting unit presenting the seat information created by the seat information creating unit to the user.
  • a seat reservation device capable of presenting optimum seat information for each user.
  • FIG. 1 is a block diagram showing a configuration example of a seat reservation device according to Embodiment 1;
  • FIG. 4 is a flow chart for explaining the operation of the seat reservation device according to the first embodiment;
  • FIG. 11 is a block diagram showing a configuration example of a seat reservation system according to a second embodiment;
  • FIG. 9 is a flowchart for explaining the operation of the seat reservation system according to Embodiment 2; It is a figure which shows an example of the seat information displayed on a reservation terminal. It is a figure which shows an example of the seat information displayed on a reservation terminal.
  • 4 is a block diagram showing a configuration example of an authentication device shown in FIG. 3;
  • FIG. 6 is a flowchart showing the flow of face information registration processing of the authentication device;
  • 4 is a flow chart showing the flow of face authentication processing of the authentication device;
  • FIG. 1 is a block diagram showing a configuration example of a seat reservation device according to Embodiment 1.
  • the seat reservation apparatus 10 includes a personal information storage unit 11, an acquisition unit 12, a seat information creation unit 13, a presentation seat information correction unit 14, and a seat information presentation unit 15. .
  • the seat reservation device 10 is a device accessed by a user using a predetermined reservation terminal (not shown) when reserving a reserved seat on a train.
  • a reservation terminal used by a user when making a reservation is connected to the seat reservation device 10 via a network.
  • a network may be wired or wireless.
  • the seat reservation device 10 may function as a reservation terminal.
  • the personal information storage unit 11 stores identification information (user IDs) of multiple users and personal information of multiple users in association with each other.
  • the personal information stored in the personal information storage unit 11 is, for example, information related to user's basic information, hobbies and interests, group to which the user belongs, action history, and purchase history.
  • the user's basic information is, for example, the user's age, gender, address, and the like.
  • the information about the user's hobbies and interests is, for example, information about the user's favorite music, sports, art, travel, and the like.
  • the information about the user's tastes and preferences may include information about artists that the user likes, event information that the user participates in, and the like.
  • the information on the user's hobbies and preferences includes information on the tendency of the user's behavior, such as whether the user tends to leave immediately after participating in the event, whether the user tends to go sightseeing while attending the event, or whether the user tends to stay overnight after the event. may be included.
  • the information about the group to which the user belongs is, for example, information about the school, company, circle, hometown, etc. to which the user belongs.
  • Information about the user's action history includes, for example, whether it is easy to cancel after making a reservation, whether it is easy to miss a ride due to being late, whether he/she often carries large luggage, and whether he or she uses a stroller. It is information about whether or not.
  • Information about the purchase history of the user includes, for example, the position of the reserved seat reserved by the user in the past (by the window, the aisle), the date and time when the user reserved in the past, the boarding section reserved by the user in the past, and the seat reserved by the user in the past. This is information about the type of seat (ordinary seat, green seat) and the like.
  • the personal information described above is only an example, and personal information other than the above may be stored in the personal information storage unit 11.
  • the acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user whose biometric authentication has succeeded.
  • an authentication device (not shown) provided in the seat reservation device 10 uses pre-stored biometric information of a plurality of users and a seat reservation request. Biometric authentication is performed by matching with the user's biometric information.
  • the acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user whose biometric authentication has been successfully performed by the authentication device.
  • biometric information of a plurality of users may be stored in the personal information storage unit 11 or may be recorded in a separately provided recording unit.
  • the user's biometric information includes facial feature information, iris information, fingerprint information, and the like.
  • the authentication device When a device other than the seat reservation device 10 (for example, the authentication device 30 in FIG. 3) performs the biometric authentication of the user, the authentication device connected to the seat reservation device 10 via the network performs the biometric authentication of the user. do.
  • the authentication device performs biometric authentication by comparing pre-stored biometric information of a plurality of users with biometric information of a user who intends to reserve a seat. Then, when the biometric authentication of the user who is trying to reserve a seat is successful, the authentication device transmits the identification information of the user whose biometric authentication is successful to the seat reservation device 10 .
  • the acquisition unit 12 acquires from the personal information storage unit 11 personal information associated with the user's identification information transmitted from the authentication device.
  • the authentication device may be provided as an independent device.
  • the authentication device may be built in a reservation terminal used by the user when making a reservation. In other words, the authentication device and the reservation terminal may be configured as an integrated device.
  • the seat information creation unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request.
  • the contents of the user's reservation request include the type of train that the user intends to reserve, the boarding station, the alighting station, the date, the time zone, etc., and the seat information creating unit 13 allows the user to make a reservation based on these reservation contents information.
  • the seat information creation unit 13 further uses a reserved seat demand prediction model created in advance based on at least one of date and time information, event information, and information on past reserved seat reservation status, and presents it to the user. Possible seat information may be created.
  • the seat information creating unit 13 may set the charge for the reserved seat based on the demand prediction model.
  • the seat information includes, for example, train information, the number of reserved seats (green seats may be included) for each train, the position of the reserved seats, the fare for the reserved seats, and the like.
  • the presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13. Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. At this time, the acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 . A specific example of when the presented seat information correction unit 14 corrects the seat information will be described later.
  • the seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user. Specifically, the seat information presenting unit 15 transmits the seat information corrected by the presented seat information correcting unit 14 to the reservation terminal used by the user at the time of reservation. As a result, the seat information is displayed on the reservation terminal used by the user. The user carries out the reservation procedure while referring to the seat information displayed on the reservation terminal.
  • identification information (user IDs) of a plurality of users and personal information of a plurality of users are stored in the personal information storage unit 11 in association with each other in advance.
  • the acquisition unit 12 of the seat reservation device 10 acquires personal information associated with the identification information of the user whose biometric authentication has succeeded (step S1).
  • the reservation terminal used by the user at the time of reservation captures the biometric information of the user and transmits the captured biometric information to the seat reservation device 10 .
  • An authentication device (not shown) provided in the seat reservation device 10 performs biometric authentication by comparing pre-stored biometric information of a plurality of users with user biometric information received from the reservation terminal. .
  • the acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user for whom the biometric authentication was successful with the authentication device. Then, the acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 .
  • the reservation terminal used by the user at the time of reservation captures the user's biometric information, and the captured biometric information to the authentication device via the network.
  • the authentication device performs biometric authentication by comparing pre-stored biometric information of a plurality of users with biometric information of a user who intends to reserve a seat.
  • the authentication device transmits the user's identification information to the seat reservation device 10 via the network.
  • the acquisition unit 12 of the seat reservation device 10 acquires from the personal information storage unit 11 the personal information associated with the user's identification information transmitted from the authentication device.
  • the acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 .
  • the authentication device may be provided as an independent device, or may be incorporated in a reservation terminal used by the user when making a reservation.
  • the authentication device and the reservation terminal may be configured as an integrated device.
  • the seat information creation unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request (step S2).
  • the reservation request content of the user can be obtained from the user via the reservation terminal. That is, the user inputs the content of the reservation request to the reservation terminal at the time of reservation, and the input reservation request content is transmitted to the seat reservation apparatus 10 from the reservation terminal.
  • the seat information creating unit 13 may create seat information that can be presented to the user when the biometric authentication is successful in step S1. For example, the seat information creating unit 13 creates seat information that can be presented to the user based on the user's reservation request, such as the type of train, boarding station, alighting station, date, and time zone.
  • the seat information creation unit 13 further uses a reserved seat demand prediction model created in advance based on at least one of the date and time, event information, and past reservation status of reserved seats, and can present it to the user.
  • Seat information may be created.
  • the seat information creation unit 13 may create and store seat information in advance, and read out the pre-stored seat information according to the content of the user's reservation request.
  • the presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13 (step S3). Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. The personal information associated with the user's identification information is supplied from the acquiring section 12 to the presented seat information correcting section 14 as described above. A specific example of when the presented seat information correction unit 14 corrects the seat information will be described later.
  • the seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user (step S4). Specifically, the seat information presenting unit 15 transmits the seat information corrected by the presented seat information correcting unit 14 to the reservation terminal used by the user at the time of reservation. As a result, the seat information is displayed on the reservation terminal used by the user. The user carries out the reservation procedure while referring to the seat information displayed on the reservation terminal.
  • the presented seat information correction unit 14 may correct the number of reserved seats to be presented to the user based on the user's personal information.
  • the presented seat information correction unit 14 may correct the seat information presented to the user based on at least one of the user's age, gender, and address. Specifically, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases as the age of the user increases. In other words, the number of reserved seats may be increased for the elderly, and the number of reserved seats for the young may be reduced. In addition, in the case of preschoolers and elementary school children, correction may be made so that the number of reserved seats increases.
  • the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats near the entrance increases when the user is older. Further, the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats near the center of the vehicle increases when the user is young. By correcting in this way, the elderly can be preferentially seated in the seat near the doorway of the vehicle. Therefore, when an elderly person gets on a train and sits on a seat, the walking distance to the seat can be shortened.
  • the presented seat information correction unit 14 may make corrections so that the number of reserved seats presented to the user is greater for females than for males.
  • the presented seat information correction unit 14 may correct the seat information presented to the user according to the distance between the user's address and the boarding station. For example, the presented seat information correction unit 14 corrects so that the number of reserved seats presented to the user increases when the user's address is far from the boarding station when the user returns home by train. is close to the boarding station (that is, the return route is short), correction may be made so that the number of reserved seats presented to the user is reduced.
  • the presented seat information correction unit 14 may correct the seat information presented to the user according to statistical data based on the user's address. For example, if the statistical data indicates that the user's address is an address with many wealthy people, the presented seat information correction unit 14 may correct the number of reserved seats to be presented to the user to increase.
  • the presented seat information correction unit 14 may correct the seat information to be presented to the user based on at least one of the user's hobbies and tastes, the group to which the user belongs, the action history, and the purchase history. For example, when there is an event by an artist that the user likes, the presented seat information correction unit 14 may correct so that the number of reserved seats increases as the number of participants in the event increases. Further, the presented seat information correction unit 14 may correct so that the number of reserved seats increases as the event in which the user participates is more tiring.
  • the presented seat information correction unit 14 may predict the user's return time period according to the tendency of the user's behavior, and correct so that the number of reserved seats in the predicted time period increases. For example, if the user tends to leave immediately after participating in an event, the presented seat information correction unit 14 may correct so that the number of reserved seats increases during the time period in which the user will return soon. If the user tends to go sightseeing while attending an event, the presented seat information correcting unit 14 predicts the time zone in which the user will return home according to the size of the town, and corrects the number of reserved seats in this time zone to increase. may If the user tends to stay overnight after the event, the presented seat information correcting unit 14 may correct the number of reserved seats on the day to be reduced and the number of reserved seats on the next day to be increased. good.
  • the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases.
  • the presented seat information correction unit 14 determines whether the user is likely to cancel after making a reservation, whether the user is likely to miss a ride due to being late, whether the user often carries large luggage, and whether the user uses a stroller.
  • the seat information to be presented to the user may be corrected according to whether or not. For example, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user decreases as the number of times the user has canceled reserved seats in the past increases. For example, if the user is likely to miss the train due to being late, the user's failure to board the train will result in a vacant seat. Therefore, if the user is likely to miss the train due to being late, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user is reduced. The presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases when the user often carries large luggage. If the user is using a stroller, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases
  • the presented seat information correction unit 14 may correct the seat information presented to the user according to the position of the reserved seat reserved by the user in the past (by the window, by the aisle). In addition, the presented seat information correction unit 14 provides the user with a The seat information to be presented may be corrected.
  • the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats corresponding to the reserved seat positions (by the window, on the aisle side) that the user has reserved in the past increases.
  • the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats for the date and time reserved by the user in the past increases.
  • the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats in the boarding section reserved in the past by the user increases.
  • the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats corresponding to the type of seat reserved in the past by the user (ordinary seat, green seat) increases.
  • the example of correcting the seat information described above is only an example, and in the present embodiment, the seat information may be corrected using a method other than the example of correction described above.
  • the seat information presented to the user is corrected using the personal information associated with the identification information of the user whose biometric authentication has succeeded. can be presented.
  • Embodiment 2 describes a seat reservation system including the seat reservation device 10 described in Embodiment 1.
  • FIG. 1 A block diagram illustrating an exemplary computing environment in accordance with the present disclosure.
  • FIG. 3 is a block diagram showing a configuration example of the seat reservation system according to this embodiment.
  • the seat reservation system 1 includes a seat reservation device 10, a reservation terminal 20, and an authentication device 30.
  • the seat reservation device 10 is a device that a user accesses when reserving a reserved seat on a train.
  • the reservation terminal 20 is a terminal used by the user when making a reservation.
  • the authentication device 30 is a device that performs biometric authentication of a user.
  • the seat reservation device 10, reservation terminal 20, and authentication device 30 are connected to each other via a network.
  • a network may be wired or wireless.
  • a seat reservation device 10 shown in FIG. 17 and an inventory information storage unit 18 corresponds to the seat reservation device 10 (see FIG. 1) described in the first embodiment.
  • the personal information storage unit 11, the acquisition unit 12, the seat information creation unit 13, the presentation seat information correction unit 14, and the seat information presentation unit 15 are the same as those described in the first embodiment. Since it is the same as , redundant description will be omitted as appropriate.
  • the various information storage unit 16 stores various information used to create a demand forecast model.
  • the various types of information include date and time information, event information, and information on past reservation status of reserved seats. These pieces of information are examples, and the various information storage unit 16 may store information other than these as long as it is information used to create a demand forecast model.
  • the demand forecast model creation unit 17 creates a demand forecast model for reserved seats based on at least one of date and time information stored in the various information storage unit 16, event information, and information on past reservation status of reserved seats. . Note that the demand forecast model creation unit 17 may create the demand forecast model using machine learning.
  • the inventory information storage unit 18 stores information on seat inventory.
  • the seat information creation unit 13 can present to the user the demand forecast model created by the demand forecast model creation unit 17 and the inventory information stored in the inventory information storage unit 18 in addition to the content of the user's reservation request. seat information. At this time, the seat information creating unit 13 may set the charge for the reserved seat based on the demand forecast model and inventory information. For example, if there is a high demand for reserved seats or if there is little stock of reserved seats, a higher price may be set.
  • the configuration of the seat reservation device 10 other than this is the same as that of the seat reservation device 10 described in Embodiment 1, so redundant description will be omitted as appropriate.
  • the reservation terminal 20 is a terminal used by the user when making a reservation.
  • the reservation terminal 20 is, for example, a terminal installed at a station, a user's smart phone, a personal computer, or the like.
  • a user can reserve a reserved seat by accessing the seat reservation device 10 using the reservation terminal 20 .
  • the reservation terminal 20 includes an imaging section 21 , a display section 22 and an input section 23 .
  • the imaging unit 21 images the user's biological information. For example, the image capturing unit 21 captures an image of the user's face as the user's biological information.
  • the biometric information captured by the imaging unit 21 is transmitted to the authentication device 30 via the network.
  • the display unit 22 displays necessary information for the user who is trying to reserve a seat.
  • the display unit 22 displays seat information supplied from the seat information presentation unit 15 of the seat reservation device 10 .
  • the display unit 22 can be configured using a liquid crystal display or an organic EL (electro-luminescence) display.
  • the input unit 23 is a means for the user who intends to reserve a seat to operate and input information. Specifically, the user refers to the seat information displayed on the display unit 22 and inputs predetermined information using the input unit 23 to carry out the reservation procedure. Information input by the input unit 23 is transmitted to the seat reservation device 10 .
  • the input unit 23 can be configured using a touch panel, keyboard, or the like.
  • the authentication device 30 is a device that performs biometric authentication of the user.
  • the authentication device 30 receives the biometric information of the user imaged by the imaging unit 21 of the reservation terminal 20, the authentication device 30 compares the biometric information of a plurality of users stored in advance with the received biometric information of the user to perform biometric authentication. to implement. If the biometric authentication is successful, the authentication device 30 transmits user identification information to the seat reservation device 10 .
  • biometric authentication is face authentication
  • biometric information is face feature information
  • biometric authentication and biometric information can be applied to other techniques that use captured images.
  • biometric information may be data (feature amounts) calculated from physical features unique to an individual, such as fingerprints, voiceprints, veins, retinas, and iris patterns.
  • FIG. 6 is a block diagram showing a configuration example of an authentication device.
  • the authentication device 30 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 the facial image.
  • the face detection unit 120 detects a face area included in a registration image for registering face information and outputs it to the feature point extraction unit 130 .
  • the registered image is the user's face information supplied from the reservation terminal 20 .
  • Feature point extraction section 130 extracts feature points from the face area detected by face detection section 120 and outputs facial feature information to registration section 140 .
  • the feature point extraction unit 130 also extracts feature points included in the facial image received from the reservation terminal 20 and outputs 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 facial image with the facial feature information 112 in the facial information DB 110 .
  • FIG. 7 is a flowchart showing the flow of face information registration processing of the authentication device.
  • the authentication device 30 acquires the registration image included in the face information registration request (step S31). For example, the authentication device 30 receives a face information registration request and a registered image (user's face information) from the reservation terminal 20 via the network.
  • face detection section 120 detects a face area included in the registered image (step S32).
  • the feature point extraction unit 130 extracts feature points from the face area detected in step S32, and outputs face feature information to the registration unit 140 (step S33).
  • 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 (step S34).
  • FIG. 8 is a flow chart showing the flow of face authentication processing by the authentication device.
  • the feature point extraction unit 130 acquires a face image for authentication included in the face authentication request (step S41).
  • the authentication device 30 receives the face authentication request and the user's face information from the reservation terminal 20 via the network.
  • facial feature information of the user's facial information is extracted.
  • the authentication unit 150 collates the acquired facial feature information with the facial feature information 112 of the facial information DB 110 (step S42).
  • step S43: Yes 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 (step S43: Yes), the authentication unit 150 specifies the user ID 111 of the user whose facial feature information matches (step S44), the fact that the face authentication was successful and the specified user ID 111 are transmitted to the seat reservation device 10 (step S45). If there is no matching facial feature information (step S43: No), the authentication unit 150 notifies the reservation terminal 20 that the face authentication has failed (step S46).
  • FIG. 4 is a flow chart for explaining the operation of the seat reservation system according to this embodiment.
  • the reservation terminal 20 captures an image of the face of the user who intends to reserve a seat (step S11), and transmits the imaged face information to the authentication device 30 (step S12).
  • the authentication device 30 Upon receiving the user's face information from the reservation terminal 20, the authentication device 30 performs the above-described biometric authentication (see FIG. 8) (step S13).
  • the biometric authentication fails (step S14: No)
  • the authentication device 30 transmits information on authentication failure to the reservation terminal 20 (step S15).
  • the reservation terminal 20 displays the authentication failure information on the display unit 22 to notify the user that the biometric authentication has failed (step S16).
  • step S14 when the biometric authentication is successful (step S14: Yes), the authentication device 30 transmits to the seat reservation device 10 the success of the biometric authentication and the identification information (user ID) of the specified user (step S17). .
  • the acquisition unit 12 of the seat reservation device 10 acquires personal information associated with the identification information (user ID) of the user whose biometric authentication has succeeded from the personal information storage unit 11 (step S18). That is, the personal information storage unit 11 supplies personal information associated with the user identification information (user ID) received from the authentication device 30 to the acquisition unit 12 .
  • the seat information creating unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request (step S19).
  • the content of the user's reservation request is input by the user operating the reservation terminal 20 .
  • the seat information creating unit 13 uses the demand forecast model created by the demand forecast model creating unit 17 and the inventory information stored in the inventory information storage unit 18 in addition to the contents of the user's reservation request, Create seat information that can be presented to
  • the presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13 (step S20). Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. The personal information associated with the user's identification information is supplied from the personal information storage section 11 to the presentation seat information correction section 14 as described above. Note that the case where the presented seat information correcting unit 14 corrects the seat information is the same as the case described in the first embodiment, so redundant description will be omitted.
  • the seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user. Specifically, the seat information presentation unit 15 transmits the seat information corrected by the presented seat information correction unit 14 to the reservation terminal 20 (step S21).
  • the reservation terminal 20 displays the corrected seat information received from the seat reservation device 10 on the display unit 22 (step S22).
  • the user carries out the reservation procedure by operating the operation unit 23 while referring to the seat information displayed on the display unit 22 of the reservation terminal 20 .
  • FIGS. 5A and 5B are diagrams showing an example of seat information displayed on the display unit 22 of the reservation terminal 20.
  • FIG. As shown in FIGS. 5A and 5B, the display section 22 displays a seat selection screen.
  • the screens shown in FIGS. 5A and 5B are screens after the seat information is corrected by the presented seat information correction unit 14 using the user's personal information.
  • FIG. 5A corresponds to a screen when an elderly user (eg, 80 years old) makes a reservation
  • FIG. 5B corresponds to a screen when a young user (eg, 20 years old) makes a reservation.
  • FIGS. 5A and 5B it is assumed that the contents of the reservation request input by the user are the same.
  • the remaining number of reserved seats displayed is "180 seats”
  • the remaining number of reserved seats displayed is "120 seats”. That is, since the screen shown in FIG. 5A is a screen displayed to the elderly, it displays more reserved seats than the remaining number of reserved seats displayed to young people shown in FIG. 5B. As a result, senior citizens can preferentially reserve reserved seats.
  • the screens shown in FIGS. 5A and 5B are examples, and the screens displayed on the display unit 22 of the reservation terminal 20 in the present embodiment are not limited to these screens.
  • the seat information to be presented to the user is corrected using the personal information associated with the identification information of the user whose biometric authentication has succeeded. Can present information.
  • the authentication device 30 stores biometric information of the user
  • the personal information storage unit 11 of the seat reservation device 10 stores personal information of the user. Therefore, from the viewpoint of suppressing leakage of personal information, it is preferable to provide the authentication device 30 and the seat reservation device 10 separately. In other words, by managing face information and personal information in separate devices, even if information leaks out, it is possible to prevent these pieces of information from leaking out at once.
  • the seat reservation system 1 is not limited to the configuration example shown in FIG.
  • the authentication device 30 and the seat reservation device 10 may be configured as the same device, or the authentication device 30 and the reservation terminal 20 may be configured as the same device.
  • the authentication device 30 may be built in the seat reservation device 10 or may be built in the reservation terminal 20 .
  • the seat information creation unit 13 creates seat information that can be presented to the user, and the presented seat information correction unit 14 uses personal information associated with the user's identification information to create a seat.
  • a case of correcting the seat information created by the information creation unit 13 has been described.
  • the seat information creation unit 13 creates seat information
  • the seat information to be presented to the user is created based on the content of the user's reservation request and the personal information acquired by the acquisition unit 12. good too.
  • the presented seat information correction unit 14 can be omitted. .
  • the method of personal authentication is not limited to biometric authentication.
  • the user may enter a user ID and password for personal authentication, or the user's membership number may be used for personal authentication.
  • personal authentication may be performed using an authentication method using my number card information, health insurance card information, passport information, a two-dimensional code that can identify the person, an electronic certificate, or the like.
  • the hardware configuration has been described, but the present disclosure is not limited to this.
  • the present disclosure can also realize the above-described seat reservation processing by causing a CPU to execute a computer program.
  • Non-transitory computer readable media include various types of tangible storage media.
  • Examples of non-transitory computer-readable media include magnetic recording media (e.g., flexible discs, magnetic tapes, hard disk drives), magneto-optical recording media (e.g., magneto-optical discs), CD-ROMs (Read Only Memory), CD-Rs, Includes CD-R/W, DVD (Digital Versatile Disc), semiconductor memory (eg, mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM, RAM (Random Access Memory)).
  • magnetic recording media e.g., flexible discs, magnetic tapes, hard disk drives
  • magneto-optical recording media e.g., magneto-optical discs
  • CD-ROMs Read Only Memory
  • CD-Rs Includes CD-R/W
  • DVD Digital Versatile Disc
  • semiconductor memory eg, mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM,
  • the program may also be delivered to the computer on various types of transitory computer readable medium.
  • Examples of transitory computer-readable media include electrical signals, optical signals, and electromagnetic waves.
  • Transitory computer-readable media can deliver the program to the computer via wired channels, such as wires and optical fibers, or wireless channels.
  • (Appendix 1) a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires from the personal information storage unit personal information associated with identification information of a user whose biometric authentication has succeeded; a seat information creation unit that creates seat information that can be presented to the user according to the content of the user's reservation request; a presentation seat information correction unit that corrects the seat information created by the seat information creation unit using the personal information acquired by the acquisition unit; a seat information presentation unit that presents the seat information corrected by the presentation seat information correction unit to the user; Seat reservation device.
  • (Appendix 3) The seat reservation apparatus according to appendix 1 or 2, wherein the presented seat information correction unit corrects the seat information to be presented to the user based on at least one of age, sex, and address of the user.
  • the presentation seat information correction unit corrects the seat information to be presented to the user based on at least one of information related to the user's tastes and preferences, the group to which the user belongs, the action history, and the purchase history.
  • a seat reservation device according to any one of the preceding paragraphs.
  • (Appendix 8) Further comprising a demand forecast model creation unit that creates a demand forecast model for reserved seats based on at least one of date and time information, event information, and information on past reservation status of reserved seats,
  • the seat information creation unit further uses the demand forecast model created by the demand forecast model creation unit to create seat information that can be presented to the user.
  • the seat reservation device according to any one of Appendices 1 to 7.
  • appendix 9 Any one of appendices 1 to 8, further comprising an authentication device that performs biometric authentication by matching pre-stored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat. seat reservation device as described in .
  • a seat reservation device according to any one of Appendices 1 to 8; an authentication device that performs biometric authentication by comparing pre-stored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat; When the biometric authentication of the user who is trying to reserve the seat is successful, the authentication device transmits identification information of the user who succeeded in the biometric authentication to the seat reservation device, The acquisition unit acquires personal information associated with the received identification information from the personal information storage unit, and outputs the acquired personal information to the presentation seat information correction unit.
  • Seat reservation system
  • Appendix 11 an operation unit operated by the user who is trying to reserve the seat; a display unit that displays the seat information; Further comprising a reservation terminal comprising an imaging unit for imaging the user's biological information,
  • the seat reservation system according to Appendix 10.
  • a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires personal information associated with identification information of a successfully authenticated user from the personal information storage unit; a seat information creation unit that creates seat information to be presented to the user based on the personal information acquired by the acquisition unit and the content of the user's reservation request; a seat information presentation unit that presents the seat information created by the seat information creation unit to the user; Seat reservation device.

Abstract

The present invention provides a seat reservation device capable of presenting seat information optimal for each user. A seat reservation device (10) according to the present disclosure comprises: a personal information storage unit (11) that stores identification information on a plurality of users and personal information on the plurality of users in association with each other; an acquisition unit (12) that acquires, from the personal information storage unit (11), personal information associated with identification information on a user who has passed biometric authentication; a seat information creation unit (13) that creates seat information presentable to the user according to the details of a reservation request from the user; a presented seat information correction unit (14) that corrects the seat information created by the seat information creation unit by using the personal information acquired by the acquisition unit; and a seat information presentation unit (15) that presents the seat information corrected by the presented seat information correction unit (14) to the user.

Description

座席予約装置、座席予約システム、座席予約方法、及び非一時的なコンピュータ可読媒体Seat reservation device, seat reservation system, seat reservation method, and non-transitory computer readable medium
 本発明は、座席予約装置、座席予約システム、座席予約方法、及びプログラムに関する。 The present invention relates to a seat reservation device, a seat reservation system, a seat reservation method, and a program.
 近年のネットワーク技術の発達により、ユーザは予約端末を用いて様々な場所から列車の指定席を予約することができる。特許文献1には、鉄道業者の収益を最大化する列車の座席予約システムに関する技術が開示されている。 With the recent development of network technology, users can reserve reserved seats on trains from various locations using reservation terminals. Patent Literature 1 discloses a technique related to a train seat reservation system that maximizes the profits of railway companies.
特開2006-172144号公報JP 2006-172144 A
 上述のように、ユーザは予約端末を用いて座席予約装置にアクセスすることで、様々な場所から列車の指定席を予約することができる。特許文献1には、収益を最大化する列車の座席予約システムに関する技術が開示されている。 As described above, users can reserve reserved seats on trains from various locations by accessing the seat reservation device using the reservation terminal. Patent Literature 1 discloses a technology related to a train seat reservation system that maximizes profits.
 しかしながら、特許文献1に開示されている技術では、ユーザに座席情報を提示する際にユーザに固有の個人情報を考慮していないため、複数のユーザに対して同様の座席情報が提示される。このため、ユーザ毎に最適な座席情報を提示することができないという問題がある。 However, the technology disclosed in Patent Document 1 does not consider the personal information specific to the user when presenting the seat information to the user, so the same seat information is presented to multiple users. Therefore, there is a problem that the optimum seat information cannot be presented for each user.
 本開示は、このような問題点を解決するためになされたものであり、ユーザ毎に最適な座席情報を提示することが可能な座席予約装置、座席予約システム、座席予約方法、及びプログラムを提供することを目的とする。 The present disclosure is made to solve such problems, and provides a seat reservation device, a seat reservation system, a seat reservation method, and a program capable of presenting optimum seat information for each user. intended to
 本開示の第1の態様にかかる座席予約装置は、複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、生体認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する座席情報作成部と、前記座席情報作成部で作成された前記座席情報を、前記取得部が取得した前記個人情報を用いて補正する提示座席情報補正部と、前記提示座席情報補正部で補正された座席情報を前記ユーザに提示する座席情報提示部と、を備える。 A seat reservation device according to a first aspect of the present disclosure includes: a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires personal information associated with the identification information of from the personal information storage unit; a seat information creation unit that creates seat information that can be presented to the user according to the content of the user's reservation request; a presentation seat information correction unit for correcting the seat information created by the seat information creation unit using the personal information acquired by the acquisition unit; and a seat information presenting unit for presenting to the seat information.
 本開示の第2の態様にかかる座席予約システムは、上述の座席予約装置と、予め記憶されている前記複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する認証装置と、を備え、前記認証装置は、前記座席を予約しようとしているユーザの生体認証が成功した場合、前記生体認証に成功したユーザの識別情報を前記座席予約装置に送信し、前記取得部は、受信した前記識別情報に対応付けられた個人情報を前記個人情報格納部から取得し、当該取得した個人情報を前記提示座席情報補正部に出力する。 A seat reservation system according to a second aspect of the present disclosure compares the above-described seat reservation device, the previously stored biometric information of the plurality of users, and the biometric information of a user who is trying to reserve a seat. and an authentication device that performs biometric authentication in the seat reservation device, when the biometric authentication of the user who is trying to reserve the seat is successful, the authentication device sends the identification information of the user who succeeded in the biometric authentication to the seat reservation device. The acquisition unit acquires personal information associated with the received identification information from the personal information storage unit, and outputs the acquired personal information to the presentation seat information correction unit.
 本開示の第3の態様にかかる座席予約方法は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得し、前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成し、前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正し、前記補正された座席情報を前記ユーザに提示する。 A seat reservation method according to a third aspect of the present disclosure acquires personal information associated with identification information of a user whose biometric authentication has succeeded, and presents the personal information to the user according to the user's reservation request content. Seat information is created, the seat information to be presented to the user is corrected using the acquired personal information, and the corrected seat information is presented to the user.
 本開示の第4の態様にかかるプログラムは、生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得する処理と、前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する処理と、前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正する処理と、前記補正された座席情報を前記ユーザに提示する処理と、を備える座席予約処理をコンピュータに実行させるためのプログラムである。 A program according to a fourth aspect of the present disclosure is a process of acquiring personal information associated with identification information of a user who has successfully biometrically authenticated, and can be presented to the user according to the reservation request content of the user. A seat reservation process comprising a process of creating seat information, a process of correcting the seat information presented to the user using the acquired personal information, and a process of presenting the corrected seat information to the user. It is a program that causes a computer to execute
 本開示の第5の態様にかかる座席予約装置は、複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、前記取得部で取得した前記個人情報と前記ユーザの予約要求内容とに基づいて、前記ユーザに提示する座席情報を作成する座席情報作成部と、前記座席情報作成部で作成された座席情報を前記ユーザに提示する座席情報提示部と、を備える。 A seat reservation device according to a fifth aspect of the present disclosure includes: a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other; an acquisition unit that acquires personal information associated with identification information from the personal information storage unit; and seat information that is presented to the user based on the personal information acquired by the acquisition unit and the user's reservation request content. and a seat information presenting unit presenting the seat information created by the seat information creating unit to the user.
 本開示により、ユーザ毎に最適な座席情報を提示することが可能な座席予約装置、座席予約システム、座席予約方法、及びプログラムを提供することができる。 With the present disclosure, it is possible to provide a seat reservation device, a seat reservation system, a seat reservation method, and a program capable of presenting optimum seat information for each user.
実施の形態1にかかる座席予約装置の構成例を示すブロック図である。1 is a block diagram showing a configuration example of a seat reservation device according to Embodiment 1; FIG. 実施の形態1にかかる座席予約装置の動作を説明するためのフローチャートである。4 is a flow chart for explaining the operation of the seat reservation device according to the first embodiment; 実施の形態2にかかる座席予約システムの構成例を示すブロック図である。FIG. 11 is a block diagram showing a configuration example of a seat reservation system according to a second embodiment; FIG. 実施の形態2にかかる座席予約システムの動作を説明するためのフローチャートである。9 is a flowchart for explaining the operation of the seat reservation system according to Embodiment 2; 予約端末に表示される座席情報の一例を示す図である。It is a figure which shows an example of the seat information displayed on a reservation terminal. 予約端末に表示される座席情報の一例を示す図である。It is a figure which shows an example of the seat information displayed on a reservation terminal. 図3に示す認証装置の構成例を示すブロック図である。4 is a block diagram showing a configuration example of an authentication device shown in FIG. 3; FIG. 認証装置の顔情報登録処理の流れを示すフローチャートである。6 is a flowchart showing the flow of face information registration processing of the authentication device; 認証装置の顔認証処理の流れを示すフローチャートである。4 is a flow chart showing the flow of face authentication processing of the authentication device;
<実施の形態1>
 以下、図面を参照して本開示の実施の形態について説明する。
 図1は、実施の形態1にかかる座席予約装置の構成例を示すブロック図である。図1に示すように、本実施の形態にかかる座席予約装置10は、個人情報格納部11、取得部12、座席情報作成部13、提示座席情報補正部14、及び座席情報提示部15を備える。
<Embodiment 1>
Embodiments of the present disclosure will be described below with reference to the drawings.
FIG. 1 is a block diagram showing a configuration example of a seat reservation device according to Embodiment 1. As shown in FIG. As shown in FIG. 1, the seat reservation apparatus 10 according to this embodiment includes a personal information storage unit 11, an acquisition unit 12, a seat information creation unit 13, a presentation seat information correction unit 14, and a seat information presentation unit 15. .
 本実施の形態にかかる座席予約装置10は、ユーザが列車の指定席を予約する際に所定の予約端末(不図示)を用いてアクセスする装置である。ユーザが予約時に使用する予約端末は、ネットワークを介して座席予約装置10と接続されている。ネットワークは、有線であっても無線であってもよい。また、座席予約装置10が予約端末として機能してもよい。 The seat reservation device 10 according to the present embodiment is a device accessed by a user using a predetermined reservation terminal (not shown) when reserving a reserved seat on a train. A reservation terminal used by a user when making a reservation is connected to the seat reservation device 10 via a network. A network may be wired or wireless. Also, the seat reservation device 10 may function as a reservation terminal.
 個人情報格納部11は、複数のユーザの識別情報(ユーザID)と複数のユーザの個人情報とを各々対応づけて格納している。個人情報格納部11に格納されている個人情報は、例えば、ユーザの基本情報、趣味趣向、所属する集団、行動履歴、及び購買履歴に関する情報である。 The personal information storage unit 11 stores identification information (user IDs) of multiple users and personal information of multiple users in association with each other. The personal information stored in the personal information storage unit 11 is, for example, information related to user's basic information, hobbies and interests, group to which the user belongs, action history, and purchase history.
 ユーザの基本情報は、例えば、ユーザの年齢、性別、住所等である。
 ユーザの趣味趣向に関する情報は、例えば、ユーザの好きな音楽、スポーツ、美術、旅行等に関する情報である。ユーザの趣味趣向に関する情報には、ユーザが好きなアーティスト、ユーザが参加するイベント情報等が含まれていてもよい。更に、ユーザの趣味趣向に関する情報には、イベントに参加した後にすぐに帰る傾向か、イベントのついでに観光をする傾向があるか、イベント後に宿泊する傾向があるか等のユーザの行動の傾向に関する情報が含まれていてもよい。
The user's basic information is, for example, the user's age, gender, address, and the like.
The information about the user's hobbies and interests is, for example, information about the user's favorite music, sports, art, travel, and the like. The information about the user's tastes and preferences may include information about artists that the user likes, event information that the user participates in, and the like. Furthermore, the information on the user's hobbies and preferences includes information on the tendency of the user's behavior, such as whether the user tends to leave immediately after participating in the event, whether the user tends to go sightseeing while attending the event, or whether the user tends to stay overnight after the event. may be included.
 ユーザの所属する集団に関する情報は、例えば、ユーザが所属する学校、会社、サークル、生まれ故郷等に関する情報である。
 ユーザの行動履歴に関する情報は、例えば、予約後にキャンセルしやすいか否か、時間に遅れて乗り損ねやすいか否か、大荷物を持っていることが多いか否か、ベビーカーを使用しているか否か等に関する情報である。
 ユーザの購買履歴に関する情報は、例えば、ユーザが過去に予約した指定席の位置(窓際、通路側)、ユーザが過去に予約した日時、ユーザが過去に予約した乗車区間、ユーザが過去に予約した座席の種類(普通席、グリーン席)等に関する情報である。
The information about the group to which the user belongs is, for example, information about the school, company, circle, hometown, etc. to which the user belongs.
Information about the user's action history includes, for example, whether it is easy to cancel after making a reservation, whether it is easy to miss a ride due to being late, whether he/she often carries large luggage, and whether he or she uses a stroller. It is information about whether or not.
Information about the purchase history of the user includes, for example, the position of the reserved seat reserved by the user in the past (by the window, the aisle), the date and time when the user reserved in the past, the boarding section reserved by the user in the past, and the seat reserved by the user in the past. This is information about the type of seat (ordinary seat, green seat) and the like.
 なお、上述した個人情報は一例であり、個人情報格納部11には上記以外の個人情報が格納されていてもよい。 The personal information described above is only an example, and personal information other than the above may be stored in the personal information storage unit 11.
 取得部12は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を個人情報格納部11から取得する。座席予約装置10がユーザの生体認証を実施する場合、座席予約装置10に設けられている認証装置(不図示)が、予め記憶されている複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する。取得部12は、認証装置で生体認証に成功したユーザの識別情報に対応付けられた個人情報を個人情報格納部11から取得する。この場合、複数のユーザの生体情報は、個人情報格納部11に格納されていてもよいし、別途設けた記録部に記録されていてもよい。ユーザの生体情報は、顔特徴情報、虹彩情報、指紋情報等である。 The acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user whose biometric authentication has succeeded. When the seat reservation device 10 performs biometric authentication of the user, an authentication device (not shown) provided in the seat reservation device 10 uses pre-stored biometric information of a plurality of users and a seat reservation request. Biometric authentication is performed by matching with the user's biometric information. The acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user whose biometric authentication has been successfully performed by the authentication device. In this case, biometric information of a plurality of users may be stored in the personal information storage unit 11 or may be recorded in a separately provided recording unit. The user's biometric information includes facial feature information, iris information, fingerprint information, and the like.
 座席予約装置10以外の装置(例えば、図3の認証装置30)がユーザの生体認証を実施する場合は、座席予約装置10とネットワークを介して接続されている認証装置がユーザの生体認証を実施する。認証装置は、予め記憶されている複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する。そして認証装置は、座席を予約しようとしているユーザの生体認証が成功した場合、生体認証に成功したユーザの識別情報を座席予約装置10に送信する。取得部12は、認証装置から送信されたユーザの識別情報に対応付けられた個人情報を個人情報格納部11から取得する。この場合、認証装置は独立した装置として設けられていてもよい。また、認証装置は、ユーザが予約時に使用する予約端末に内蔵されていてもよい。つまり、認証装置と予約端末とが一体の装置で構成されていてもよい。 When a device other than the seat reservation device 10 (for example, the authentication device 30 in FIG. 3) performs the biometric authentication of the user, the authentication device connected to the seat reservation device 10 via the network performs the biometric authentication of the user. do. The authentication device performs biometric authentication by comparing pre-stored biometric information of a plurality of users with biometric information of a user who intends to reserve a seat. Then, when the biometric authentication of the user who is trying to reserve a seat is successful, the authentication device transmits the identification information of the user whose biometric authentication is successful to the seat reservation device 10 . The acquisition unit 12 acquires from the personal information storage unit 11 personal information associated with the user's identification information transmitted from the authentication device. In this case, the authentication device may be provided as an independent device. Also, the authentication device may be built in a reservation terminal used by the user when making a reservation. In other words, the authentication device and the reservation terminal may be configured as an integrated device.
 座席情報作成部13は、ユーザの予約要求内容に応じて、ユーザに提示可能な座席情報を作成する。ここで、ユーザの予約要求内容とは、ユーザが予約しようとしている列車の種類、乗車駅、降車駅、日付、時間帯などであり、座席情報作成部13はこれらの予約内容情報に基づいてユーザに提示可能な座席情報を作成する。また、座席情報作成部13は、日時情報、イベント情報、及び過去の指定席の予約状況に関する情報の少なくとも一つに基づいて予め作成された指定席の需要予測モデルを更に用いて、ユーザに提示可能な座席情報を作成してもよい。このとき、座席情報作成部13は、需要予測モデルに基づいて指定席の料金を設定してもよい。座席情報とは、例えば列車情報、列車毎の指定席(グリーン席も含んでもよい)の座席数、指定席の位置、指定席の料金等である。 The seat information creation unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request. Here, the contents of the user's reservation request include the type of train that the user intends to reserve, the boarding station, the alighting station, the date, the time zone, etc., and the seat information creating unit 13 allows the user to make a reservation based on these reservation contents information. Create seat information that can be presented to In addition, the seat information creation unit 13 further uses a reserved seat demand prediction model created in advance based on at least one of date and time information, event information, and information on past reserved seat reservation status, and presents it to the user. Possible seat information may be created. At this time, the seat information creating unit 13 may set the charge for the reserved seat based on the demand prediction model. The seat information includes, for example, train information, the number of reserved seats (green seats may be included) for each train, the position of the reserved seats, the fare for the reserved seats, and the like.
 提示座席情報補正部14は、座席情報作成部13で作成された座席情報を補正する。具体的には、提示座席情報補正部14は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を用いて、ユーザに提示する座席情報を補正する。このとき、取得部12は、個人情報格納部11から取得したユーザの識別情報に対応付けられた個人情報を提示座席情報補正部14に供給する。提示座席情報補正部14が座席情報を補正する場合の具体例については後述する。 The presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13. Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. At this time, the acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 . A specific example of when the presented seat information correction unit 14 corrects the seat information will be described later.
 座席情報提示部15は、提示座席情報補正部14で補正された座席情報をユーザに提示する。具体的には、座席情報提示部15は、ユーザが予約時に使用している予約端末に提示座席情報補正部14で補正された座席情報を送信する。これにより、ユーザが使用している予約端末に座席情報が表示される。ユーザは、予約端末に表示されている座席情報を参照しながら、予約手続きを実施する。 The seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user. Specifically, the seat information presenting unit 15 transmits the seat information corrected by the presented seat information correcting unit 14 to the reservation terminal used by the user at the time of reservation. As a result, the seat information is displayed on the reservation terminal used by the user. The user carries out the reservation procedure while referring to the seat information displayed on the reservation terminal.
 次に、本実施の形態にかかる座席予約装置の動作(座席予約方法)について、図2に示すフローチャートを用いて説明する。なお、個人情報格納部11には、複数のユーザの識別情報(ユーザID)と複数のユーザの個人情報とが予め対応づけられて格納されている。 Next, the operation of the seat reservation device (seat reservation method) according to this embodiment will be described using the flowchart shown in FIG. In addition, identification information (user IDs) of a plurality of users and personal information of a plurality of users are stored in the personal information storage unit 11 in association with each other in advance.
 ユーザが予約端末を用いて予約操作を開始すると、座席予約装置10の取得部12は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得する(ステップS1)。 When the user starts a reservation operation using the reservation terminal, the acquisition unit 12 of the seat reservation device 10 acquires personal information associated with the identification information of the user whose biometric authentication has succeeded (step S1).
 座席予約装置10がユーザの生体認証を実施する場合、ユーザが予約時に使用している予約端末はユーザの生体情報を撮像し、撮像した生体情報を座席予約装置10に送信する。座席予約装置10に設けられている認証装置(不図示)は、予め記憶されている複数のユーザの生体情報と、予約端末から受信したユーザの生体情報とを照合することで生体認証を実施する。生体認証に成功した場合、取得部12は、認証装置で生体認証に成功したユーザの識別情報に対応付けられた個人情報を個人情報格納部11から取得する。そして、取得部12は、個人情報格納部11から取得したユーザの識別情報に対応付けられた個人情報を提示座席情報補正部14に供給する。 When the seat reservation device 10 performs biometric authentication of the user, the reservation terminal used by the user at the time of reservation captures the biometric information of the user and transmits the captured biometric information to the seat reservation device 10 . An authentication device (not shown) provided in the seat reservation device 10 performs biometric authentication by comparing pre-stored biometric information of a plurality of users with user biometric information received from the reservation terminal. . When the biometric authentication is successful, the acquisition unit 12 acquires from the personal information storage unit 11 the personal information associated with the identification information of the user for whom the biometric authentication was successful with the authentication device. Then, the acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 .
 座席予約装置10以外の装置(例えば、図3の認証装置30)がユーザの生体認証を実施する場合、ユーザが予約時に使用している予約端末はユーザの生体情報を撮像し、撮像した生体情報をネットワークを介して認証装置に送信する。認証装置は、予め記憶されている複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する。生体認証に成功した場合、認証装置は、ネットワークを介して座席予約装置10にユーザの識別情報を送信する。座席予約装置10の取得部12は、認証装置から送信されたユーザの識別情報に対応付けられた個人情報を個人情報格納部11から取得する。取得部12は、個人情報格納部11から取得したユーザの識別情報に対応付けられた個人情報を提示座席情報補正部14に供給する。なお、認証装置は独立した装置として設けられていてもよく、ユーザが予約時に使用する予約端末に内蔵されていてもよい。つまり、認証装置と予約端末とが一体の装置で構成されていてもよい。 When a device other than the seat reservation device 10 (for example, the authentication device 30 in FIG. 3) performs biometric authentication of the user, the reservation terminal used by the user at the time of reservation captures the user's biometric information, and the captured biometric information to the authentication device via the network. The authentication device performs biometric authentication by comparing pre-stored biometric information of a plurality of users with biometric information of a user who intends to reserve a seat. When the biometric authentication is successful, the authentication device transmits the user's identification information to the seat reservation device 10 via the network. The acquisition unit 12 of the seat reservation device 10 acquires from the personal information storage unit 11 the personal information associated with the user's identification information transmitted from the authentication device. The acquisition unit 12 supplies the personal information associated with the user's identification information acquired from the personal information storage unit 11 to the presentation seat information correction unit 14 . Note that the authentication device may be provided as an independent device, or may be incorporated in a reservation terminal used by the user when making a reservation. In other words, the authentication device and the reservation terminal may be configured as an integrated device.
 次に、座席情報作成部13は、ユーザの予約要求内容に応じて、ユーザに提示可能な座席情報を作成する(ステップS2)。ユーザの予約要求内容は、予約端末を介してユーザから取得することができる。すなわち、予約時にユーザが予約端末に予約要求内容を入力し、この入力された予約要求内容が予約端末から座席予約装置10に送信される。座席情報作成部13は、ステップS1において生体認証に成功した場合に、ユーザに提示可能な座席情報を作成してもよい。例えば、座席情報作成部13は、ユーザの予約要求内容である列車の種類、乗車駅、降車駅、日付、時間帯などに基づいてユーザに提示可能な座席情報を作成する。このとき、座席情報作成部13は、日時、イベント情報、及び過去の指定席の予約状況の少なくとも一つに基づいて予め作成された指定席の需要予測モデルを更に用いて、ユーザに提示可能な座席情報を作成してもよい。また、座席情報作成部13は、予め座席情報を作成して記憶しておき、ユーザの予約要求内容に応じて、予め記憶された座席情報を読み出すようにしてもよい。 Next, the seat information creation unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request (step S2). The reservation request content of the user can be obtained from the user via the reservation terminal. That is, the user inputs the content of the reservation request to the reservation terminal at the time of reservation, and the input reservation request content is transmitted to the seat reservation apparatus 10 from the reservation terminal. The seat information creating unit 13 may create seat information that can be presented to the user when the biometric authentication is successful in step S1. For example, the seat information creating unit 13 creates seat information that can be presented to the user based on the user's reservation request, such as the type of train, boarding station, alighting station, date, and time zone. At this time, the seat information creation unit 13 further uses a reserved seat demand prediction model created in advance based on at least one of the date and time, event information, and past reservation status of reserved seats, and can present it to the user. Seat information may be created. Alternatively, the seat information creation unit 13 may create and store seat information in advance, and read out the pre-stored seat information according to the content of the user's reservation request.
 次に、提示座席情報補正部14は、座席情報作成部13で作成された座席情報を補正する(ステップS3)。具体的には、提示座席情報補正部14は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を用いて、ユーザに提示する座席情報を補正する。ユーザの識別情報に対応付けられた個人情報は、上述したように取得部12から提示座席情報補正部14に供給される。提示座席情報補正部14が座席情報を補正する場合の具体例については後述する。 Next, the presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13 (step S3). Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. The personal information associated with the user's identification information is supplied from the acquiring section 12 to the presented seat information correcting section 14 as described above. A specific example of when the presented seat information correction unit 14 corrects the seat information will be described later.
 次に、座席情報提示部15は、提示座席情報補正部14で補正された座席情報をユーザに提示する(ステップS4)。具体的には、座席情報提示部15は、ユーザが予約時に使用している予約端末に、提示座席情報補正部14で補正された座席情報を送信する。これにより、ユーザが使用している予約端末に座席情報が表示される。ユーザは、予約端末に表示されている座席情報を参照しながら、予約手続きを実施する。 Next, the seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user (step S4). Specifically, the seat information presenting unit 15 transmits the seat information corrected by the presented seat information correcting unit 14 to the reservation terminal used by the user at the time of reservation. As a result, the seat information is displayed on the reservation terminal used by the user. The user carries out the reservation procedure while referring to the seat information displayed on the reservation terminal.
 次に、提示座席情報補正部14が座席情報を補正する場合の具体例について説明する。提示座席情報補正部14は、ユーザの個人情報に基づいて、ユーザに提示する指定席の数を補正するようにしてもよい。 Next, a specific example in which the presented seat information correction unit 14 corrects the seat information will be described. The presented seat information correction unit 14 may correct the number of reserved seats to be presented to the user based on the user's personal information.
 例えば、提示座席情報補正部14は、ユーザの年齢、性別、及び住所の少なくとも一つに基づいて、ユーザに提示する座席情報を補正してもよい。
 具体的には、提示座席情報補正部14は、ユーザの年齢が高いほどユーザに提示する指定席の数が多くなるように補正してもよい。つまり、高齢者の場合は指定席の数が多くなるように補正し、若者の場合は指定席の数が少なくように補正してもよい。また、未就学児や小学生の場合は指定席の数が多くなるように補正してもよい。
 提示座席情報補正部14は、ユーザの年齢が高い場合は出入口付近の指定席の数が多くなるように座席情報を補正してもよい。また、提示座席情報補正部14は、ユーザの年齢が若い場合は車両中央部付近の指定席の数が多くなるように座席情報を補正してもよい。このように補正することで、高齢者を優先的に車両の出入口付近の座席に座らせることができる。よって、高齢者が列車に乗車して座席に座る際に、座席までの歩行距離を短くすることができる。
For example, the presented seat information correction unit 14 may correct the seat information presented to the user based on at least one of the user's age, gender, and address.
Specifically, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases as the age of the user increases. In other words, the number of reserved seats may be increased for the elderly, and the number of reserved seats for the young may be reduced. In addition, in the case of preschoolers and elementary school children, correction may be made so that the number of reserved seats increases.
The presented seat information correction unit 14 may correct the seat information so that the number of reserved seats near the entrance increases when the user is older. Further, the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats near the center of the vehicle increases when the user is young. By correcting in this way, the elderly can be preferentially seated in the seat near the doorway of the vehicle. Therefore, when an elderly person gets on a train and sits on a seat, the walking distance to the seat can be shortened.
 また、提示座席情報補正部14は、女性の場合のほうが男性の場合よりもユーザに提示する指定席の数が多くなるように補正してもよい。 Also, the presented seat information correction unit 14 may make corrections so that the number of reserved seats presented to the user is greater for females than for males.
 提示座席情報補正部14は、ユーザの住所と乗車駅との距離に応じて、ユーザに提示する座席情報を補正してもよい。例えば、提示座席情報補正部14は、ユーザが列車で自宅に帰宅する際にユーザの住所が乗車駅から遠い場合にはユーザに提示する指定席の数が多くなるように補正し、ユーザの住所が乗車駅から近い場合(つまり、帰宅経路が短い場合)にはユーザに提示する指定席の数が少なくなるように補正してもよい。 The presented seat information correction unit 14 may correct the seat information presented to the user according to the distance between the user's address and the boarding station. For example, the presented seat information correction unit 14 corrects so that the number of reserved seats presented to the user increases when the user's address is far from the boarding station when the user returns home by train. is close to the boarding station (that is, the return route is short), correction may be made so that the number of reserved seats presented to the user is reduced.
 提示座席情報補正部14は、ユーザの住所に基づく統計データに応じて、ユーザに提示する座席情報を補正してもよい。例えば、提示座席情報補正部14は、ユーザの住所が富裕層の多い住所であることを統計データが示している場合、ユーザに提示する指定席の数が多くなるように補正してもよい。 The presented seat information correction unit 14 may correct the seat information presented to the user according to statistical data based on the user's address. For example, if the statistical data indicates that the user's address is an address with many wealthy people, the presented seat information correction unit 14 may correct the number of reserved seats to be presented to the user to increase.
 提示座席情報補正部14は、ユーザの趣味趣向、所属する集団、行動履歴、及び購買履歴に関する情報の少なくとも一つに基づいて、ユーザに提示する座席情報を補正してもよい。
 例えば、提示座席情報補正部14は、ユーザの好みのアーティストのイベントがある場合、イベントの参加者が多いほど、指定席の数が多くなるように補正してもよい。また、提示座席情報補正部14は、ユーザが参加するイベントが疲労度の高いイベントであるほど、指定席の数が多くなるように補正してもよい。
The presented seat information correction unit 14 may correct the seat information to be presented to the user based on at least one of the user's hobbies and tastes, the group to which the user belongs, the action history, and the purchase history.
For example, when there is an event by an artist that the user likes, the presented seat information correction unit 14 may correct so that the number of reserved seats increases as the number of participants in the event increases. Further, the presented seat information correction unit 14 may correct so that the number of reserved seats increases as the event in which the user participates is more tiring.
 提示座席情報補正部14は、ユーザの行動の傾向に応じてユーザの帰宅時間帯を予測し、予測した時間帯の指定席の数が多くなるように補正してもよい。例えば、提示座席情報補正部14は、ユーザがイベントに参加した後、直ぐに帰る傾向にある場合、直ぐに帰る時間帯の指定席の数が多くなるように補正してもよい。提示座席情報補正部14は、ユーザがイベントのついでに観光をする傾向にある場合、町の規模に応じて帰宅する時間帯を予測し、この時間帯の指定席の数が多くなるように補正してもよい。提示座席情報補正部14は、ユーザがイベント後に宿泊する傾向にある場合、当日の指定席の数が少なくなるように補正し、次の日の指定席の数が多くなるように補正してもよい。 The presented seat information correction unit 14 may predict the user's return time period according to the tendency of the user's behavior, and correct so that the number of reserved seats in the predicted time period increases. For example, if the user tends to leave immediately after participating in an event, the presented seat information correction unit 14 may correct so that the number of reserved seats increases during the time period in which the user will return soon. If the user tends to go sightseeing while attending an event, the presented seat information correcting unit 14 predicts the time zone in which the user will return home according to the size of the town, and corrects the number of reserved seats in this time zone to increase. may If the user tends to stay overnight after the event, the presented seat information correcting unit 14 may correct the number of reserved seats on the day to be reduced and the number of reserved seats on the next day to be increased. good.
 提示座席情報補正部14は、ユーザの行き先がユーザの生まれ故郷であり、予約の時期が帰省時期である場合、ユーザに提示する指定席の数が多くなるように補正してもよい。 If the user's destination is the user's hometown and the time of reservation is the time of returning home, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases.
 提示座席情報補正部14は、ユーザが予約後にキャンセルしやすいか否か、時間に遅れて乗り損ねやすいか否か、大荷物を持っていることが多いか否か、ベビーカーを使用しているか否か等に応じて、ユーザに提示する座席情報を補正してもよい。例えば、提示座席情報補正部14は、ユーザが過去に指定席をキャンセルした回数が多いほどユーザに提示する指定席の数が少なくなるように補正してもよい。例えば、ユーザが時間に遅れて乗り損ねやすい場合は、ユーザが乗り損ねることで空席が発生してしまう。よって、提示座席情報補正部14は、ユーザが時間に遅れて乗り損ねやすい場合は、ユーザに提示する指定席の数が少なくなるように補正してもよい。提示座席情報補正部14は、ユーザが大荷物を持っていることが多い場合、ユーザに提示する指定席の数が多くなるように補正してもよい。提示座席情報補正部14は、ユーザがベビーカーを使用している場合、ユーザに提示する指定席の数が多くなるように補正してもよい。 The presented seat information correction unit 14 determines whether the user is likely to cancel after making a reservation, whether the user is likely to miss a ride due to being late, whether the user often carries large luggage, and whether the user uses a stroller. The seat information to be presented to the user may be corrected according to whether or not. For example, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user decreases as the number of times the user has canceled reserved seats in the past increases. For example, if the user is likely to miss the train due to being late, the user's failure to board the train will result in a vacant seat. Therefore, if the user is likely to miss the train due to being late, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user is reduced. The presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases when the user often carries large luggage. If the user is using a stroller, the presented seat information correction unit 14 may correct so that the number of reserved seats presented to the user increases.
 提示座席情報補正部14は、ユーザが過去に予約した指定席の位置(窓際、通路側)に応じて、ユーザに提示する座席情報を補正してもよい。また、提示座席情報補正部14は、ユーザが過去に予約した日時、ユーザが過去に予約した乗車区間、ユーザが過去に予約した座席の種類(普通席、グリーン席)等に応じて、ユーザに提示する座席情報を補正してもよい。 The presented seat information correction unit 14 may correct the seat information presented to the user according to the position of the reserved seat reserved by the user in the past (by the window, by the aisle). In addition, the presented seat information correction unit 14 provides the user with a The seat information to be presented may be corrected.
 例えば、提示座席情報補正部14は、ユーザが過去に予約した指定席の位置(窓際、通路側)に対応する指定席が多くなるように座席情報を補正してもよい。提示座席情報補正部14は、ユーザが過去に予約した日時における指定席が多くなるように座席情報を補正してもよい。提示座席情報補正部14は、ユーザが過去に予約した乗車区間の指定席が多くなるように座席情報を補正してもよい。提示座席情報補正部14は、ユーザが過去に予約した座席の種類(普通席、グリーン席)に対応する指定席の数が多くなるように座席情報を補正してもよい。 For example, the presented seat information correction unit 14 may correct the seat information so that the number of reserved seats corresponding to the reserved seat positions (by the window, on the aisle side) that the user has reserved in the past increases. The presented seat information correction unit 14 may correct the seat information so that the number of reserved seats for the date and time reserved by the user in the past increases. The presented seat information correction unit 14 may correct the seat information so that the number of reserved seats in the boarding section reserved in the past by the user increases. The presented seat information correction unit 14 may correct the seat information so that the number of reserved seats corresponding to the type of seat reserved in the past by the user (ordinary seat, green seat) increases.
 なお、上述した座席情報の補正例は一例であり、本実施の形態では上述した補正例以外の方法を用いて座席情報を補正してもよい。 The example of correcting the seat information described above is only an example, and in the present embodiment, the seat information may be corrected using a method other than the example of correction described above.
 以上で説明したように、本開示では、生体認証に成功したユーザの識別情報に対応付けられた個人情報を用いてユーザに提示する座席情報を補正しているので、ユーザ毎に最適な座席情報を提示することができる。 As described above, in the present disclosure, the seat information presented to the user is corrected using the personal information associated with the identification information of the user whose biometric authentication has succeeded. can be presented.
<実施の形態2>
 次に本開示の実施の形態2について説明する。実施の形態2では、実施の形態1で説明した座席予約装置10を含む座席予約システムについて説明する。
<Embodiment 2>
Next, Embodiment 2 of the present disclosure will be described. Embodiment 2 describes a seat reservation system including the seat reservation device 10 described in Embodiment 1. FIG.
 図3は、本実施の形態にかかる座席予約システムの構成例を示すブロック図である。図3に示すように、本実施の形態にかかる座席予約システム1は、座席予約装置10、予約端末20、及び認証装置30を備える。座席予約装置10は、ユーザが列車の指定席を予約する際にアクセスする装置である。予約端末20は、ユーザが予約時に使用する端末である。認証装置30は、ユーザの生体認証を実施する装置である。座席予約装置10、予約端末20、及び認証装置30は、ネットワークを介して互いに接続されている。ネットワークは、有線であっても無線であってもよい。 FIG. 3 is a block diagram showing a configuration example of the seat reservation system according to this embodiment. As shown in FIG. 3, the seat reservation system 1 according to this embodiment includes a seat reservation device 10, a reservation terminal 20, and an authentication device 30. The seat reservation device 10 is a device that a user accesses when reserving a reserved seat on a train. The reservation terminal 20 is a terminal used by the user when making a reservation. The authentication device 30 is a device that performs biometric authentication of a user. The seat reservation device 10, reservation terminal 20, and authentication device 30 are connected to each other via a network. A network may be wired or wireless.
 図3に示す座席予約装置10は、個人情報格納部11、取得部12、座席情報作成部13、提示座席情報補正部14、座席情報提示部15、各種情報格納部16、需要予測モデル作成部17、及び在庫情報格納部18を備える。なお、実施の形態2にかかる座席予約装置10は、実施の形態1で説明した座席予約装置10(図1参照)と対応している。実施の形態2にかかる座席予約装置10において、個人情報格納部11、取得部12、座席情報作成部13、提示座席情報補正部14、座席情報提示部15は、実施の形態1で説明した場合と同様であるので、重複した説明は適宜省略する。 A seat reservation device 10 shown in FIG. 17 and an inventory information storage unit 18 . Note that the seat reservation device 10 according to the second embodiment corresponds to the seat reservation device 10 (see FIG. 1) described in the first embodiment. In the seat reservation device 10 according to the second embodiment, the personal information storage unit 11, the acquisition unit 12, the seat information creation unit 13, the presentation seat information correction unit 14, and the seat information presentation unit 15 are the same as those described in the first embodiment. Since it is the same as , redundant description will be omitted as appropriate.
 各種情報格納部16は、需要予測モデルを作成するために用いる各種情報を格納している。例えば、各種情報は、日時情報、イベント情報、及び過去の指定席の予約状況に関する情報等である。なお、これらの情報は一例であり、各種情報格納部16は、需要予測モデルを作成するために用いる情報であれば、これら以外の情報を格納してもよい。 The various information storage unit 16 stores various information used to create a demand forecast model. For example, the various types of information include date and time information, event information, and information on past reservation status of reserved seats. These pieces of information are examples, and the various information storage unit 16 may store information other than these as long as it is information used to create a demand forecast model.
 需要予測モデル作成部17は、各種情報格納部16に格納されている日時情報、イベント情報、及び過去の指定席の予約状況に関する情報の少なくとも一つに基づいて指定席の需要予測モデルを作成する。なお、需要予測モデル作成部17は、機械学習を用いて需要予測モデルを作成してもよい。 The demand forecast model creation unit 17 creates a demand forecast model for reserved seats based on at least one of date and time information stored in the various information storage unit 16, event information, and information on past reservation status of reserved seats. . Note that the demand forecast model creation unit 17 may create the demand forecast model using machine learning.
 在庫情報格納部18は、座席の在庫に関する情報を格納している。 The inventory information storage unit 18 stores information on seat inventory.
 座席情報作成部13は、ユーザの予約要求内容に加えて、需要予測モデル作成部17で作成された需要予測モデルおよび在庫情報格納部18に格納されている在庫情報を用いて、ユーザに提示可能な座席情報を作成する。このとき、座席情報作成部13は、需要予測モデルや在庫情報に基づいて指定席の料金を設定してもよい。例えば、指定席の需要が多い場合や指定席の在庫が少ない場合に、価格を高く設定してもよい。 The seat information creation unit 13 can present to the user the demand forecast model created by the demand forecast model creation unit 17 and the inventory information stored in the inventory information storage unit 18 in addition to the content of the user's reservation request. seat information. At this time, the seat information creating unit 13 may set the charge for the reserved seat based on the demand forecast model and inventory information. For example, if there is a high demand for reserved seats or if there is little stock of reserved seats, a higher price may be set.
 なお、座席予約装置10のこれ以外の構成は、実施の形態1で説明した座席予約装置10と同様であるので、重複した説明は適宜省略する。 The configuration of the seat reservation device 10 other than this is the same as that of the seat reservation device 10 described in Embodiment 1, so redundant description will be omitted as appropriate.
 予約端末20は、ユーザが予約時に使用する端末である。予約端末20は、例えば、駅に設置されている端末、ユーザのスマートフォン、パーソナルコンピュータ等である。ユーザは、予約端末20を用いて座席予約装置10にアクセスすることで、指定席の予約をすることができる。予約端末20は、撮像部21、表示部22、及び入力部23を備える。 The reservation terminal 20 is a terminal used by the user when making a reservation. The reservation terminal 20 is, for example, a terminal installed at a station, a user's smart phone, a personal computer, or the like. A user can reserve a reserved seat by accessing the seat reservation device 10 using the reservation terminal 20 . The reservation terminal 20 includes an imaging section 21 , a display section 22 and an input section 23 .
 撮像部21は、ユーザの生体情報を撮像する。例えば、撮像部21は、ユーザの生体情報としてユーザの顔を撮像する。撮像部21で撮像された生体情報は、ネットワークを介して認証装置30に送信される。 The imaging unit 21 images the user's biological information. For example, the image capturing unit 21 captures an image of the user's face as the user's biological information. The biometric information captured by the imaging unit 21 is transmitted to the authentication device 30 via the network.
 表示部22は、座席を予約しようとしているユーザに必要な情報を表示する。例えば、表示部22は、座席予約装置10の座席情報提示部15から供給された座席情報を表示する。表示部22は、液晶ディスプレイや有機EL(electro-luminescence)ディスプレイを用いて構成することができる。 The display unit 22 displays necessary information for the user who is trying to reserve a seat. For example, the display unit 22 displays seat information supplied from the seat information presentation unit 15 of the seat reservation device 10 . The display unit 22 can be configured using a liquid crystal display or an organic EL (electro-luminescence) display.
 入力部23は、座席を予約しようとしているユーザが操作して情報を入力する手段である。具体的にユーザは、表示部22に表示されている座席情報を参照して、所定の情報を入力部23を用いて入力することで予約手続きを実施する。入力部23で入力された情報は、座席予約装置10に送信される。例えば、入力部23は、タッチパネルやキーボード等を用いて構成することができる。 The input unit 23 is a means for the user who intends to reserve a seat to operate and input information. Specifically, the user refers to the seat information displayed on the display unit 22 and inputs predetermined information using the input unit 23 to carry out the reservation procedure. Information input by the input unit 23 is transmitted to the seat reservation device 10 . For example, the input unit 23 can be configured using a touch panel, keyboard, or the like.
 認証装置30は、ユーザの生体認証を実施する装置である。認証装置30は、予約端末20の撮像部21で撮像されたユーザの生体情報を受信すると、予め記憶されている複数のユーザの生体情報と、受信したユーザの生体情報とを照合して生体認証を実施する。生体認証に成功した場合、認証装置30は、座席予約装置10にユーザの識別情報を送信する。 The authentication device 30 is a device that performs biometric authentication of the user. When the authentication device 30 receives the biometric information of the user imaged by the imaging unit 21 of the reservation terminal 20, the authentication device 30 compares the biometric information of a plurality of users stored in advance with the received biometric information of the user to perform biometric authentication. to implement. If the biometric authentication is successful, the authentication device 30 transmits user identification information to the seat reservation device 10 .
 以下、認証装置30について詳細に説明する。なお、以下の説明では、生体認証を顔認証とし、生体情報を顔特徴情報とするが、生体認証及び生体情報は撮影画像を利用する他の技術を適用可能である。例えば、生体情報は、指紋、声紋、静脈、網膜、瞳の虹彩の模様(パターン)といった個人に固有の身体的特徴から計算されるデータ(特徴量)を用いても構わない。 The authentication device 30 will be described in detail below. In the following description, biometric authentication is face authentication, and biometric information is face feature information, but biometric authentication and biometric information can be applied to other techniques that use captured images. For example, biometric information may be data (feature amounts) calculated from physical features unique to an individual, such as fingerprints, voiceprints, veins, retinas, and iris patterns.
 図6は、認証装置の構成例を示すブロック図である。認証装置30は、顔情報DB(DataBase)110と、顔検出部120と、特徴点抽出部130と、登録部140と、認証部150とを備える。顔情報DB110は、ユーザID111と当該ユーザIDの顔特徴情報112とを対応付けて記憶する。顔特徴情報112は、顔画像から抽出された特徴点の集合である。 FIG. 6 is a block diagram showing a configuration example of an authentication device. The authentication device 30 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 the facial image.
 顔検出部120は、顔情報を登録するための登録画像に含まれる顔領域を検出し、特徴点抽出部130に出力する。なお、登録画像は、予約端末20から供給されたユーザの顔情報である。特徴点抽出部130は、顔検出部120が検出した顔領域から特徴点を抽出し、登録部140に顔特徴情報を出力する。また、特徴点抽出部130は、予約端末20から受信した顔画像に含まれる特徴点を抽出し、認証部150に顔特徴情報を出力する。 The face detection unit 120 detects a face area included in a registration image for registering face information and outputs it to the feature point extraction unit 130 . The registered image is the user's face information supplied from the reservation terminal 20 . Feature point extraction section 130 extracts feature points from the face area detected by face detection section 120 and outputs facial feature information to registration section 140 . The feature point extraction unit 130 also extracts feature points included in the facial image received from the reservation terminal 20 and outputs facial feature information to the authentication unit 150 .
 登録部140は、顔特徴情報の登録に際して、ユーザID111を新規に発行する。登録部140は、発行したユーザID111と、登録画像から抽出した顔特徴情報112とを対応付けて顔情報DB110へ登録する。認証部150は、顔特徴情報112を用いた顔認証を行う。具体的には、認証部150は、顔画像から抽出された顔特徴情報と、顔情報DB110内の顔特徴情報112との照合を行う。 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 facial image with the facial feature information 112 in the facial information DB 110 .
 次に、認証装置30に顔情報を登録する場合について説明する。図7は、認証装置の顔情報登録処理の流れを示すフローチャートである。まず、認証装置30は、顔情報登録要求に含まれる登録画像を取得する(ステップS31)。例えば、認証装置30は、顔情報登録要求と登録画像(ユーザの顔情報)を、予約端末20からネットワークを介して受信する。次に、顔検出部120は、登録画像に含まれる顔領域を検出する(ステップS32)。次に、特徴点抽出部130は、ステップステップS32で検出した顔領域から特徴点を抽出し、登録部140に顔特徴情報を出力する(ステップS33)。最後に、登録部140は、ユーザID111を発行し、当該ユーザID111と顔特徴情報112とを対応付けて顔情報DB110に登録する(ステップS34)。 Next, the case of registering face information in the authentication device 30 will be described. FIG. 7 is a flowchart showing the flow of face information registration processing of the authentication device. First, the authentication device 30 acquires the registration image included in the face information registration request (step S31). For example, the authentication device 30 receives a face information registration request and a registered image (user's face information) from the reservation terminal 20 via the network. Next, face detection section 120 detects a face area included in the registered image (step S32). Next, the feature point extraction unit 130 extracts feature points from the face area detected in step S32, and outputs face feature information to the registration unit 140 (step S33). 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 (step S34).
 次に、認証装置30の顔認証処理について説明する。図8は、認証装置による顔認証処理の流れを示すフローチャートである。まず、特徴点抽出部130は、顔認証要求に含まれる認証用の顔画像を取得する(ステップS41)。例えば、認証装置30は、顔認証要求とユーザの顔情報を予約端末20からネットワークを介して受信する。そして、上述のステップS31~S33と同様にユーザの顔情報の顔特徴情報を抽出する。次に、認証部150は、取得した顔特徴情報を、顔情報DB110の顔特徴情報112と照合する(ステップS42)。顔特徴情報が一致した場合、つまり、顔特徴情報の一致度が所定値以上である場合(ステップS43:Yes)、認証部150は、顔特徴情報が一致したユーザのユーザID111を特定し(ステップS44)、顔認証に成功した旨と特定したユーザID111とを座席予約装置10に送信する(ステップS45)。一致する顔特徴情報が存在しない場合(ステップS43:No)、認証部150は、顔認証に失敗した旨を予約端末20に送信する(ステップS46)。 Next, the face authentication processing of the authentication device 30 will be explained. FIG. 8 is a flow chart showing the flow of face authentication processing by the authentication device. First, the feature point extraction unit 130 acquires a face image for authentication included in the face authentication request (step S41). For example, the authentication device 30 receives the face authentication request and the user's face information from the reservation terminal 20 via the network. Then, similar to steps S31 to S33 described above, facial feature information of the user's facial information is extracted. Next, the authentication unit 150 collates the acquired facial feature information with the facial feature information 112 of the facial information DB 110 (step S42). 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 (step S43: Yes), the authentication unit 150 specifies the user ID 111 of the user whose facial feature information matches (step S44), the fact that the face authentication was successful and the specified user ID 111 are transmitted to the seat reservation device 10 (step S45). If there is no matching facial feature information (step S43: No), the authentication unit 150 notifies the reservation terminal 20 that the face authentication has failed (step S46).
 次に、図3に示した本実施の形態にかかる座席予約システムの動作について説明する。図4は、本実施の形態にかかる座席予約システムの動作を説明するためのフローチャートである。まず、予約端末20は、座席を予約しようとしているユーザの顔を撮像し(ステップS11)、撮像した顔情報を認証装置30に送信する(ステップS12)。認証装置30は、予約端末20からユーザの顔情報を受信すると、上述した生体認証(図8参照)を実施する(ステップS13)。認証装置30は、生体認証が失敗した場合(ステップS14:No)、認証失敗の情報を予約端末20に送信する(ステップS15)。予約端末20は、認証失敗の情報を表示部22に表示して、生体認証が失敗した旨をユーザに通知する(ステップS16)。 Next, the operation of the seat reservation system according to this embodiment shown in FIG. 3 will be described. FIG. 4 is a flow chart for explaining the operation of the seat reservation system according to this embodiment. First, the reservation terminal 20 captures an image of the face of the user who intends to reserve a seat (step S11), and transmits the imaged face information to the authentication device 30 (step S12). Upon receiving the user's face information from the reservation terminal 20, the authentication device 30 performs the above-described biometric authentication (see FIG. 8) (step S13). When the biometric authentication fails (step S14: No), the authentication device 30 transmits information on authentication failure to the reservation terminal 20 (step S15). The reservation terminal 20 displays the authentication failure information on the display unit 22 to notify the user that the biometric authentication has failed (step S16).
 一方、認証装置30は、生体認証が成功した場合(ステップS14:Yes)、生体認証に成功した旨と特定したユーザの識別情報(ユーザID)とを座席予約装置10に送信する(ステップS17)。次に、座席予約装置10の取得部12は、生体認証に成功したユーザの識別情報(ユーザID)に対応付けられた個人情報を個人情報格納部11から取得する(ステップS18)。つまり、個人情報格納部11は、認証装置30から受信したユーザの識別情報(ユーザID)に対応付けられた個人情報を取得部12に供給する。 On the other hand, when the biometric authentication is successful (step S14: Yes), the authentication device 30 transmits to the seat reservation device 10 the success of the biometric authentication and the identification information (user ID) of the specified user (step S17). . Next, the acquisition unit 12 of the seat reservation device 10 acquires personal information associated with the identification information (user ID) of the user whose biometric authentication has succeeded from the personal information storage unit 11 (step S18). That is, the personal information storage unit 11 supplies personal information associated with the user identification information (user ID) received from the authentication device 30 to the acquisition unit 12 .
 次に、座席情報作成部13は、ユーザの予約要求内容に応じて、ユーザに提示可能な座席情報を作成する(ステップS19)。ユーザの予約要求内容は、ユーザが予約端末20を操作することで入力される。このとき、座席情報作成部13は、ユーザの予約要求内容に加えて、需要予測モデル作成部17で作成された需要予測モデルおよび在庫情報格納部18に格納されている在庫情報を用いて、ユーザに提示可能な座席情報を作成する。 Next, the seat information creating unit 13 creates seat information that can be presented to the user according to the content of the user's reservation request (step S19). The content of the user's reservation request is input by the user operating the reservation terminal 20 . At this time, the seat information creating unit 13 uses the demand forecast model created by the demand forecast model creating unit 17 and the inventory information stored in the inventory information storage unit 18 in addition to the contents of the user's reservation request, Create seat information that can be presented to
 次に、提示座席情報補正部14は、座席情報作成部13で作成された座席情報を補正する(ステップS20)。具体的には、提示座席情報補正部14は、生体認証に成功したユーザの識別情報に対応付けられた個人情報を用いて、ユーザに提示する座席情報を補正する。ユーザの識別情報に対応付けられた個人情報は、上述したように個人情報格納部11から提示座席情報補正部14に供給される。なお、提示座席情報補正部14が座席情報を補正する場合については、実施の形態1で説明した場合と同様であるので重複した説明は省略する。 Next, the presented seat information correction unit 14 corrects the seat information created by the seat information creation unit 13 (step S20). Specifically, the presented seat information correcting unit 14 corrects the seat information to be presented to the user using the personal information associated with the identification information of the user whose biometric authentication has succeeded. The personal information associated with the user's identification information is supplied from the personal information storage section 11 to the presentation seat information correction section 14 as described above. Note that the case where the presented seat information correcting unit 14 corrects the seat information is the same as the case described in the first embodiment, so redundant description will be omitted.
 次に、座席情報提示部15は、提示座席情報補正部14で補正された座席情報をユーザに提示する。具体的には、座席情報提示部15は、提示座席情報補正部14で補正された座席情報を予約端末20に送信する(ステップS21)。予約端末20は、座席予約装置10から受信した補正された座席情報を表示部22に表示する(ステップS22)。ユーザは、予約端末20の表示部22に表示されている座席情報を参照しながら、操作部23を操作することで予約手続きを実施する。 Next, the seat information presentation unit 15 presents the seat information corrected by the presented seat information correction unit 14 to the user. Specifically, the seat information presentation unit 15 transmits the seat information corrected by the presented seat information correction unit 14 to the reservation terminal 20 (step S21). The reservation terminal 20 displays the corrected seat information received from the seat reservation device 10 on the display unit 22 (step S22). The user carries out the reservation procedure by operating the operation unit 23 while referring to the seat information displayed on the display unit 22 of the reservation terminal 20 .
 図5A、図5Bは、予約端末20の表示部22に表示される座席情報の一例を示す図である。図5A、図5Bに示すように、表示部22には座席選択画面が表示されている。図5A、図5Bに示す画面は、提示座席情報補正部14によって、ユーザの個人情報を用いて座席情報が補正された後の画面である。図5Aは高齢者(例えば、80歳)のユーザが予約した際の画面に対応しており、図5Bは若者(例えば、20歳)のユーザが予約した際の画面に対応している。なお、図5A、図5Bに示す例において、ユーザが入力した予約要求内容は同一であるものとする。 5A and 5B are diagrams showing an example of seat information displayed on the display unit 22 of the reservation terminal 20. FIG. As shown in FIGS. 5A and 5B, the display section 22 displays a seat selection screen. The screens shown in FIGS. 5A and 5B are screens after the seat information is corrected by the presented seat information correction unit 14 using the user's personal information. FIG. 5A corresponds to a screen when an elderly user (eg, 80 years old) makes a reservation, and FIG. 5B corresponds to a screen when a young user (eg, 20 years old) makes a reservation. In the examples shown in FIGS. 5A and 5B, it is assumed that the contents of the reservation request input by the user are the same.
 図5Aに示す例では表示されている指定席の残数が「180席」であるのに対して、図5Bに示す例では表示されている指定席の残数が「120席」である。すなわち、図5Aに示す画面は高齢者に表示している画面であるので、図5Bに示す若者に表示する指定席の残数よりも多く表示している。これにより、高齢者が優先的に指定席を予約することができる。 In the example shown in FIG. 5A, the remaining number of reserved seats displayed is "180 seats", whereas in the example shown in FIG. 5B, the remaining number of reserved seats displayed is "120 seats". That is, since the screen shown in FIG. 5A is a screen displayed to the elderly, it displays more reserved seats than the remaining number of reserved seats displayed to young people shown in FIG. 5B. As a result, senior citizens can preferentially reserve reserved seats.
 また、図5Aに示す例では、車両の中央部付近27よりも車両の出入口付近25、26において、予約可能な指定席(「○」で示す)を多く表示している。これに対して、図5Bに示す例では、車両の出入口付近25、26よりも車両の中央部付近27において、予約可能な指定席(「○」で示す)を多く表示している。これにより、高齢者を優先的に車両の出入口付近の座席に座らせることができる。よって、高齢者が列車に乗車して座席に座る際に、座席までの歩行距離を短くすることができる。 In addition, in the example shown in FIG. 5A, more reserved seats (indicated by "○") are displayed near the doorway 25, 26 of the vehicle than near the center 27 of the vehicle. On the other hand, in the example shown in FIG. 5B, more reservable reserved seats (indicated by "o") are displayed near the central portion 27 of the vehicle than near the entrances 25 and 26 of the vehicle. As a result, elderly people can be preferentially seated in seats near the doorway of the vehicle. Therefore, when an elderly person gets on a train and sits on a seat, the walking distance to the seat can be shortened.
 なお、図5A、図5Bに示した画面は一例であり、本実施の形態において予約端末20の表示部22に表示される画面はこれらの画面に限定されることはない。 The screens shown in FIGS. 5A and 5B are examples, and the screens displayed on the display unit 22 of the reservation terminal 20 in the present embodiment are not limited to these screens.
 以上で説明したように、本開示では、生体認証に成功したユーザの識別情報に対応付けられた個人情報を用いて、ユーザに提示する座席情報を補正しているので、ユーザ毎に最適な座席情報を提示することができる。 As described above, in the present disclosure, the seat information to be presented to the user is corrected using the personal information associated with the identification information of the user whose biometric authentication has succeeded. Can present information.
 また、図3に示した座席予約システム1では、認証装置30を座席予約装置10および予約端末20と別に設けた構成例を示した。例えば、認証装置30にはユーザの生体情報が格納されており、座席予約装置10の個人情報格納部11にはユーザの個人情報が格納されている。このため、個人情報の流出を抑制する観点から、認証装置30と座席予約装置10とを別々に設けることが好ましい。つまり、顔情報と個人情報とを別々の装置で管理することで、仮に情報が流出した場合であっても、これらの情報が一度に流出することを抑制することができる。 Also, in the seat reservation system 1 shown in FIG. For example, the authentication device 30 stores biometric information of the user, and the personal information storage unit 11 of the seat reservation device 10 stores personal information of the user. Therefore, from the viewpoint of suppressing leakage of personal information, it is preferable to provide the authentication device 30 and the seat reservation device 10 separately. In other words, by managing face information and personal information in separate devices, even if information leaks out, it is possible to prevent these pieces of information from leaking out at once.
 なお、本実施の形態にかかる座席予約システム1は、図3に示した構成例に限定されることはない。例えば、認証装置30と座席予約装置10を同一の装置として構成してもよく、また認証装置30と予約端末20を同一の装置として構成してもよい。換言すると、認証装置30を座席予約装置10に内蔵させてもよく、認証装置30を予約端末20に内蔵させてもよい。 The seat reservation system 1 according to this embodiment is not limited to the configuration example shown in FIG. For example, the authentication device 30 and the seat reservation device 10 may be configured as the same device, or the authentication device 30 and the reservation terminal 20 may be configured as the same device. In other words, the authentication device 30 may be built in the seat reservation device 10 or may be built in the reservation terminal 20 .
 また、上述の実施の形態では、座席情報作成部13がユーザに提示可能な座席情報を作成し、提示座席情報補正部14が、ユーザの識別情報に対応付けられた個人情報を用いて、座席情報作成部13で作成された座席情報を補正する場合について説明した。しかし本開示では、座席情報作成部13が座席情報を作成する際に、ユーザの予約要求内容と取得部12で取得した個人情報とに基づいて、ユーザに提示する座席情報を作成するようにしてもよい。この場合は、座席情報作成部13がユーザの識別情報に対応付けられた個人情報を用いて、ユーザに提示する座席情報を作成しているので、提示座席情報補正部14を省略することができる。 Further, in the above-described embodiment, the seat information creation unit 13 creates seat information that can be presented to the user, and the presented seat information correction unit 14 uses personal information associated with the user's identification information to create a seat. A case of correcting the seat information created by the information creation unit 13 has been described. However, in the present disclosure, when the seat information creation unit 13 creates seat information, the seat information to be presented to the user is created based on the content of the user's reservation request and the personal information acquired by the acquisition unit 12. good too. In this case, since the seat information creation unit 13 creates the seat information to be presented to the user using the personal information associated with the user's identification information, the presented seat information correction unit 14 can be omitted. .
 また、上述の実施の形態では、生体認証を用いて個人認証を行う場合について説明したが、本開示において個人認証の方法は生体認証に限定されることはない。例えば、ユーザIDとパスワードをユーザが入力することで個人認証を行ってもよく、ユーザの会員番号を用いて個人認証を行ってもよい。また、マイナンバーカード情報、健康保険証情報、パスポート情報、本人を特定可能な二次元コード、電子証明書等を用いた認証方法を用いて個人認証を行ってもよい。 Also, in the above-described embodiment, the case of performing personal authentication using biometric authentication has been described, but in the present disclosure, the method of personal authentication is not limited to biometric authentication. For example, the user may enter a user ID and password for personal authentication, or the user's membership number may be used for personal authentication. In addition, personal authentication may be performed using an authentication method using my number card information, health insurance card information, passport information, a two-dimensional code that can identify the person, an electronic certificate, or the like.
 また、上述の実施の形態では、ハードウェアの構成として説明したが、本開示はこれに限定されるものではない。本開示は、CPUにコンピュータプログラムを実行させることで、上述の座席予約処理を実現することも可能である。 Also, in the above-described embodiment, the hardware configuration has been described, but the present disclosure is not limited to this. The present disclosure can also realize the above-described seat reservation processing by causing a CPU to execute a computer program.
 上述の例において、プログラムは、様々なタイプの非一時的なコンピュータ可読媒体(non-transitory computer readable medium)を用いて格納され、コンピュータに供給することができる。非一時的なコンピュータ可読媒体は、様々なタイプの実体のある記録媒体(tangible storage medium)を含む。非一時的なコンピュータ可読媒体の例は、磁気記録媒体(例えばフレキシブルディスク、磁気テープ、ハードディスクドライブ)、光磁気記録媒体(例えば光磁気ディスク)、CD-ROM(Read Only Memory)、CD-R、CD-R/W、DVD(Digital Versatile Disc)、半導体メモリ(例えば、マスクROM、PROM(Programmable ROM)、EPROM(Erasable PROM)、フラッシュROM、RAM(Random Access Memory))を含む。また、プログラムは、様々なタイプの一時的なコンピュータ可読媒体(transitory computer readable medium)によってコンピュータに供給されてもよい。一時的なコンピュータ可読媒体の例は、電気信号、光信号、及び電磁波を含む。一時的なコンピュータ可読媒体は、電線及び光ファイバ等の有線通信路、又は無線通信路を介して、プログラムをコンピュータに供給できる。 In the above example, the program can be stored and supplied to the computer using various types of non-transitory computer readable media. Non-transitory computer readable media include various types of tangible storage media. Examples of non-transitory computer-readable media include magnetic recording media (e.g., flexible discs, magnetic tapes, hard disk drives), magneto-optical recording media (e.g., magneto-optical discs), CD-ROMs (Read Only Memory), CD-Rs, Includes CD-R/W, DVD (Digital Versatile Disc), semiconductor memory (eg, mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM, RAM (Random Access Memory)). The program may also be delivered to the computer on various types of transitory computer readable medium. Examples of transitory computer-readable media include electrical signals, optical signals, and electromagnetic waves. Transitory computer-readable media can deliver the program to the computer via wired channels, such as wires and optical fibers, or wireless channels.
 以上、実施の形態を参照して本願発明を説明したが、本願発明は上記によって限定されるものではない。本願発明の構成や詳細には、発明のスコープ内で当業者が理解し得る様々な変更をすることができる。 Although the present invention has been described with reference to the embodiments, the present invention is not limited to the above. Various changes that can be understood by those skilled in the art can be made to the configuration and details of the present invention within the scope of the invention.
 上記の実施の形態の一部又は全部は、以下の付記のようにも記載され得るが、以下には限られない。 Some or all of the above embodiments can be described as the following supplementary notes, but are not limited to the following.
(付記1)
 複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、
 生体認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、
 前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する座席情報作成部と、
 前記座席情報作成部で作成された前記座席情報を、前記取得部が取得した前記個人情報を用いて補正する提示座席情報補正部と、
 前記提示座席情報補正部で補正された座席情報を前記ユーザに提示する座席情報提示部と、を備える、
 座席予約装置。
(Appendix 1)
a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other;
an acquisition unit that acquires from the personal information storage unit personal information associated with identification information of a user whose biometric authentication has succeeded;
a seat information creation unit that creates seat information that can be presented to the user according to the content of the user's reservation request;
a presentation seat information correction unit that corrects the seat information created by the seat information creation unit using the personal information acquired by the acquisition unit;
a seat information presentation unit that presents the seat information corrected by the presentation seat information correction unit to the user;
Seat reservation device.
(付記2)
 前記提示座席情報補正部は、前記ユーザの個人情報に基づいて、前記ユーザに提示する指定席の数を補正する、付記1に記載の座席予約装置。
(Appendix 2)
2. The seat reservation device according to supplementary note 1, wherein the presented seat information correction unit corrects the number of reserved seats to be presented to the user based on the user's personal information.
(付記3)
 前記提示座席情報補正部は、前記ユーザの年齢、性別、及び住所の少なくとも一つに基づいて、前記ユーザに提示する座席情報を補正する、付記1または2に記載の座席予約装置。
(Appendix 3)
3. The seat reservation apparatus according to appendix 1 or 2, wherein the presented seat information correction unit corrects the seat information to be presented to the user based on at least one of age, sex, and address of the user.
(付記4)
 前記提示座席情報補正部は、前記ユーザの趣味趣向、所属する集団、行動履歴、及び購買履歴に関する情報の少なくとも一つに基づいて、前記ユーザに提示する座席情報を補正する、付記1~3のいずれか一項に記載の座席予約装置。
(Appendix 4)
The presentation seat information correction unit corrects the seat information to be presented to the user based on at least one of information related to the user's tastes and preferences, the group to which the user belongs, the action history, and the purchase history. A seat reservation device according to any one of the preceding paragraphs.
(付記5)
 前記提示座席情報補正部は、前記ユーザの年齢が高いほど前記ユーザに提示する指定席の数が多くなるように補正する、付記1または2に記載の座席予約装置。
(Appendix 5)
3. The seat reservation apparatus according to appendix 1 or 2, wherein the presented seat information correcting unit corrects so that the number of reserved seats presented to the user increases as the age of the user increases.
(付記6)
 前記提示座席情報補正部は、前記ユーザが過去に指定席をキャンセルした回数が多いほど前記ユーザに提示する指定席の数が少なくなるように補正する、付記1または2に記載の座席予約装置。
(Appendix 6)
3. The seat reservation device according to appendix 1 or 2, wherein the presented seat information correction unit corrects the number of reserved seats to be presented to the user to decrease as the number of times the user has canceled reserved seats in the past increases.
(付記7)
 前記提示座席情報補正部は、前記ユーザが過去に予約した指定席の位置に応じて、前記ユーザに提示する座席情報を補正する、付記1または2に記載の座席予約装置。
(Appendix 7)
3. The seat reservation apparatus according to appendix 1 or 2, wherein the presented seat information correction unit corrects the seat information presented to the user according to the position of the reserved seat reserved in the past by the user.
(付記8)
 日時情報、イベント情報、及び過去の指定席の予約状況に関する情報の少なくとも一つに基づいて指定席の需要予測モデルを作成する需要予測モデル作成部を更に備え、
 前記座席情報作成部は、前記需要予測モデル作成部で作成された需要予測モデルを更に用いて、前記ユーザに提示可能な座席情報を作成する、
 付記1~7のいずれか一項に記載の座席予約装置。
(Appendix 8)
Further comprising a demand forecast model creation unit that creates a demand forecast model for reserved seats based on at least one of date and time information, event information, and information on past reservation status of reserved seats,
The seat information creation unit further uses the demand forecast model created by the demand forecast model creation unit to create seat information that can be presented to the user.
The seat reservation device according to any one of Appendices 1 to 7.
(付記9)
 予め記憶されている前記複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する認証装置を更に備える、付記1~8のいずれか一項に記載の座席予約装置。
(Appendix 9)
9. Any one of appendices 1 to 8, further comprising an authentication device that performs biometric authentication by matching pre-stored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat. seat reservation device as described in .
(付記10)
 付記1~8のいずれか一項に記載の座席予約装置と、
 予め記憶されている前記複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する認証装置と、を備え、
 前記認証装置は、前記座席を予約しようとしているユーザの生体認証が成功した場合、前記生体認証に成功したユーザの識別情報を前記座席予約装置に送信し、
 前記取得部は、受信した前記識別情報に対応付けられた個人情報を前記個人情報格納部から取得し、当該取得した個人情報を前記提示座席情報補正部に出力する、
 座席予約システム。
(Appendix 10)
A seat reservation device according to any one of Appendices 1 to 8;
an authentication device that performs biometric authentication by comparing pre-stored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat;
When the biometric authentication of the user who is trying to reserve the seat is successful, the authentication device transmits identification information of the user who succeeded in the biometric authentication to the seat reservation device,
The acquisition unit acquires personal information associated with the received identification information from the personal information storage unit, and outputs the acquired personal information to the presentation seat information correction unit.
Seat reservation system.
(付記11)
 前記座席を予約しようとしているユーザが操作する操作部と、
 前記座席情報を表示する表示部と、
 前記ユーザの生体情報を撮像する撮像部と、を備える予約端末を更に備える、
 付記10に記載の座席予約システム。
(Appendix 11)
an operation unit operated by the user who is trying to reserve the seat;
a display unit that displays the seat information;
Further comprising a reservation terminal comprising an imaging unit for imaging the user's biological information,
The seat reservation system according to Appendix 10.
(付記12)
 前記認証装置と前記予約端末とが一体の装置で構成されている、付記11に記載の座席予約システム。
(Appendix 12)
12. The seat reservation system according to appendix 11, wherein the authentication device and the reservation terminal are configured as an integrated device.
(付記13)
 生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得し、
 前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成し、
 前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正し、
 前記補正された座席情報を前記ユーザに提示する、
 座席予約方法。
(Appendix 13)
Acquiring personal information associated with the identification information of a user who has successfully biometrically authenticated,
creating seat information that can be presented to the user according to the content of the user's reservation request;
correcting the seat information to be presented to the user using the acquired personal information;
presenting the corrected seat information to the user;
Seat reservation method.
(付記14)
 生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得する処理と、
 前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する処理と、
 前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正する処理と、
 前記補正された座席情報を前記ユーザに提示する処理と、を備える座席予約処理をコンピュータに実行させるためのプログラム。
(Appendix 14)
A process of acquiring personal information associated with the identification information of a user who has successfully biometrically authenticated;
A process of creating seat information that can be presented to the user according to the content of the user's reservation request;
A process of correcting the seat information presented to the user using the acquired personal information;
and presenting the corrected seat information to the user. A program for causing a computer to execute a seat reservation process.
(付記15)
 複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、
 認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、
 前記取得部で取得した前記個人情報と前記ユーザの予約要求内容とに基づいて、前記ユーザに提示する座席情報を作成する座席情報作成部と、
 前記座席情報作成部で作成された座席情報を前記ユーザに提示する座席情報提示部と、を備える、
 座席予約装置。
(Appendix 15)
a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other;
an acquisition unit that acquires personal information associated with identification information of a successfully authenticated user from the personal information storage unit;
a seat information creation unit that creates seat information to be presented to the user based on the personal information acquired by the acquisition unit and the content of the user's reservation request;
a seat information presentation unit that presents the seat information created by the seat information creation unit to the user;
Seat reservation device.
 この出願は、2021年3月25日に出願された日本出願特願2021-051411を基礎とする優先権を主張し、その開示の全てをここに取り込む。 This application claims priority based on Japanese Patent Application No. 2021-051411 filed on March 25, 2021, and the entire disclosure thereof is incorporated herein.
1 座席予約システム
10 座席予約装置
11 個人情報格納部
12 取得部
13 座席情報作成部
14 提示座席情報補正部
15 座席情報提示部
16 各種情報格納部
17 需要予測モデル作成部
18 在庫情報格納部
20 予約端末
21 撮像部
22 表示部
23 入力部
30 認証装置
110 顔情報DB
111 ユーザID(識別情報)
112 顔特徴情報
120 顔検出部
130 特徴点抽出部
140 登録部
150 認証部
1 Seat reservation system 10 Seat reservation device 11 Personal information storage unit 12 Acquisition unit 13 Seat information creation unit 14 Presentation seat information correction unit 15 Seat information presentation unit 16 Various information storage unit 17 Demand forecast model creation unit 18 Inventory information storage unit 20 Reservation Terminal 21 Imaging unit 22 Display unit 23 Input unit 30 Authentication device 110 Face information DB
111 User ID (identification information)
112 facial feature information 120 face detection unit 130 feature point extraction unit 140 registration unit 150 authentication unit

Claims (15)

  1.  複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、
     生体認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、
     前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する座席情報作成部と、
     前記座席情報作成部で作成された前記座席情報を、前記取得部が取得した前記個人情報を用いて補正する提示座席情報補正部と、
     前記提示座席情報補正部で補正された座席情報を前記ユーザに提示する座席情報提示部と、を備える、
     座席予約装置。
    a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other;
    an acquisition unit that acquires from the personal information storage unit personal information associated with identification information of a user whose biometric authentication has succeeded;
    a seat information creation unit that creates seat information that can be presented to the user according to the content of the user's reservation request;
    a presentation seat information correction unit that corrects the seat information created by the seat information creation unit using the personal information acquired by the acquisition unit;
    a seat information presentation unit that presents the seat information corrected by the presentation seat information correction unit to the user;
    Seat reservation device.
  2.  前記提示座席情報補正部は、前記ユーザの個人情報に基づいて、前記ユーザに提示する指定席の数を補正する、請求項1に記載の座席予約装置。 The seat reservation device according to claim 1, wherein the presented seat information correction unit corrects the number of reserved seats to be presented to the user based on the user's personal information.
  3.  前記提示座席情報補正部は、前記ユーザの年齢、性別、及び住所の少なくとも一つに基づいて、前記ユーザに提示する座席情報を補正する、請求項1または2に記載の座席予約装置。 The seat reservation apparatus according to claim 1 or 2, wherein the presented seat information correction unit corrects the seat information presented to the user based on at least one of age, sex, and address of the user.
  4.  前記提示座席情報補正部は、前記ユーザの趣味趣向、所属する集団、行動履歴、及び購買履歴に関する情報の少なくとも一つに基づいて、前記ユーザに提示する座席情報を補正する、請求項1~3のいずれか一項に記載の座席予約装置。 Claims 1 to 3, wherein the presented seat information correction unit corrects the seat information to be presented to the user based on at least one of information relating to the user's hobbies and interests, group to which the user belongs, action history, and purchase history. The seat reservation device according to any one of 1.
  5.  前記提示座席情報補正部は、前記ユーザの年齢が高いほど前記ユーザに提示する指定席の数が多くなるように補正する、請求項1または2に記載の座席予約装置。 The seat reservation apparatus according to claim 1 or 2, wherein the presented seat information correction unit corrects so that the number of reserved seats presented to the user increases as the age of the user increases.
  6.  前記提示座席情報補正部は、前記ユーザが過去に指定席をキャンセルした回数が多いほど前記ユーザに提示する指定席の数が少なくなるように補正する、請求項1または2に記載の座席予約装置。 3. The seat reservation apparatus according to claim 1, wherein the presented seat information correcting unit corrects the number of reserved seats to be presented to the user to decrease as the user has canceled reserved seats in the past. .
  7.  前記提示座席情報補正部は、前記ユーザが過去に予約した指定席の位置に応じて、前記ユーザに提示する座席情報を補正する、請求項1または2に記載の座席予約装置。 The seat reservation device according to claim 1 or 2, wherein the presented seat information correction unit corrects the seat information presented to the user according to the position of the reserved seat reserved in the past by the user.
  8.  日時情報、イベント情報、及び過去の指定席の予約状況に関する情報の少なくとも一つに基づいて指定席の需要予測モデルを作成する需要予測モデル作成部を更に備え、
     前記座席情報作成部は、前記需要予測モデル作成部で作成された需要予測モデルを更に用いて、前記ユーザに提示可能な座席情報を作成する、
     請求項1~7のいずれか一項に記載の座席予約装置。
    Further comprising a demand forecast model creation unit that creates a demand forecast model for reserved seats based on at least one of date and time information, event information, and information on past reservation status of reserved seats,
    The seat information creation unit further uses the demand forecast model created by the demand forecast model creation unit to create seat information that can be presented to the user.
    A seat reservation device according to any one of claims 1 to 7.
  9.  予め記憶されている前記複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する認証装置を更に備える、請求項1~8のいずれか一項に記載の座席予約装置。 9. The authentication device according to any one of claims 1 to 8, further comprising an authentication device that performs biometric authentication by comparing prestored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat. A seat reservation device as described in paragraph 1.
  10.  請求項1~8のいずれか一項に記載の座席予約装置と、
     予め記憶されている前記複数のユーザの生体情報と、座席を予約しようとしているユーザの生体情報とを照合することで生体認証を実施する認証装置と、を備え、
     前記認証装置は、前記座席を予約しようとしているユーザの生体認証が成功した場合、前記生体認証に成功したユーザの識別情報を前記座席予約装置に送信し、
     前記取得部は、受信した前記識別情報に対応付けられた個人情報を前記個人情報格納部から取得し、当該取得した個人情報を前記提示座席情報補正部に出力する、
     座席予約システム。
    A seat reservation device according to any one of claims 1 to 8;
    an authentication device that performs biometric authentication by comparing pre-stored biometric information of the plurality of users with biometric information of a user who intends to reserve a seat;
    When the biometric authentication of the user who is trying to reserve the seat is successful, the authentication device transmits identification information of the user who succeeded in the biometric authentication to the seat reservation device,
    The acquisition unit acquires personal information associated with the received identification information from the personal information storage unit, and outputs the acquired personal information to the presentation seat information correction unit.
    Seat reservation system.
  11.  前記座席を予約しようとしているユーザが操作する操作部と、
     前記座席情報を表示する表示部と、
     前記ユーザの生体情報を撮像する撮像部と、を備える予約端末を更に備える、
     請求項10に記載の座席予約システム。
    an operation unit operated by the user who is trying to reserve the seat;
    a display unit that displays the seat information;
    Further comprising a reservation terminal comprising an imaging unit for imaging the user's biological information,
    The seat reservation system according to claim 10.
  12.  前記認証装置と前記予約端末とが一体の装置で構成されている、請求項11に記載の座席予約システム。 The seat reservation system according to claim 11, wherein the authentication device and the reservation terminal are configured as an integrated device.
  13.  生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得し、
     前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成し、
     前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正し、
     前記補正された座席情報を前記ユーザに提示する、
     座席予約方法。
    Acquiring personal information associated with the identification information of a user who has successfully biometrically authenticated,
    creating seat information that can be presented to the user according to the content of the user's reservation request;
    correcting the seat information to be presented to the user using the acquired personal information;
    presenting the corrected seat information to the user;
    Seat reservation method.
  14.  生体認証に成功したユーザの識別情報に対応付けられた個人情報を取得する処理と、
     前記ユーザの予約要求内容に応じて、前記ユーザに提示可能な座席情報を作成する処理と、
     前記取得した個人情報を用いて、前記ユーザに提示する座席情報を補正する処理と、
     前記補正された座席情報を前記ユーザに提示する処理と、を備える座席予約処理をコンピュータに実行させるためのプログラムが格納された非一時的なコンピュータ可読媒体。
    A process of acquiring personal information associated with the identification information of a user who has successfully biometrically authenticated;
    A process of creating seat information that can be presented to the user according to the content of the user's reservation request;
    A process of correcting the seat information presented to the user using the acquired personal information;
    and a process of presenting the corrected seat information to the user.
  15.  複数のユーザの識別情報と前記複数のユーザの個人情報とを各々対応づけて格納している個人情報格納部と、
     認証に成功したユーザの識別情報に対応付けられた個人情報を前記個人情報格納部から取得する取得部と、
     前記取得部で取得した前記個人情報と前記ユーザの予約要求内容とに基づいて、前記ユーザに提示する座席情報を作成する座席情報作成部と、
     前記座席情報作成部で作成された座席情報を前記ユーザに提示する座席情報提示部と、を備える、
     座席予約装置。
    a personal information storage unit storing identification information of a plurality of users and personal information of the plurality of users in association with each other;
    an acquisition unit that acquires personal information associated with identification information of a successfully authenticated user from the personal information storage unit;
    a seat information creation unit that creates seat information to be presented to the user based on the personal information acquired by the acquisition unit and the content of the user's reservation request;
    a seat information presentation unit that presents the seat information created by the seat information creation unit to the user;
    Seat reservation device.
PCT/JP2022/003375 2021-03-25 2022-01-28 Seat reservation device, seat reservation system, seat reservation method, and non-transitory computer-readable medium WO2022201854A1 (en)

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JP2002063305A (en) * 2000-08-18 2002-02-28 Mitsubishi Electric Corp Cyber ticket system
JP2005122622A (en) * 2003-10-20 2005-05-12 Omron Corp Ticket vending machine and ticket vending system
JP2018081682A (en) * 2016-11-10 2018-05-24 パナソニックIpマネジメント株式会社 Coordinate presentation system and coordinate presentation method
US20180350171A1 (en) * 2017-06-02 2018-12-06 Hospitality Engagement Corporation Method and systems for event entry with facial recognition

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002063305A (en) * 2000-08-18 2002-02-28 Mitsubishi Electric Corp Cyber ticket system
JP2005122622A (en) * 2003-10-20 2005-05-12 Omron Corp Ticket vending machine and ticket vending system
JP2018081682A (en) * 2016-11-10 2018-05-24 パナソニックIpマネジメント株式会社 Coordinate presentation system and coordinate presentation method
US20180350171A1 (en) * 2017-06-02 2018-12-06 Hospitality Engagement Corporation Method and systems for event entry with facial recognition

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