WO2021199216A1 - 会話制御プログラム、会話制御方法および情報処理装置 - Google Patents

会話制御プログラム、会話制御方法および情報処理装置 Download PDF

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Publication number
WO2021199216A1
WO2021199216A1 PCT/JP2020/014702 JP2020014702W WO2021199216A1 WO 2021199216 A1 WO2021199216 A1 WO 2021199216A1 JP 2020014702 W JP2020014702 W JP 2020014702W WO 2021199216 A1 WO2021199216 A1 WO 2021199216A1
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Prior art keywords
information
information processing
processing terminal
conversation
chatbot
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PCT/JP2020/014702
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English (en)
French (fr)
Japanese (ja)
Inventor
智和 辻
樹 柳沼
海人 畠山
貴宏 前川
博至 松山
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Fujitsu Ltd
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Fujitsu Ltd
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Priority to PCT/JP2020/014702 priority Critical patent/WO2021199216A1/ja
Priority to JP2022512945A priority patent/JPWO2021199216A1/ja
Publication of WO2021199216A1 publication Critical patent/WO2021199216A1/ja
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services

Definitions

  • the present invention relates to a conversation control program, a conversation control method, and an information processing device.
  • chatbots are computer systems that uses artificial intelligence to interact with humans and exchange messages.
  • a chatbot may be used to provide a service that recommends recommended spots.
  • a Web (World Wide Web) bulletin board system provided with a center server that automatically creates a list of destination points by regarding a character string indicated by a predetermined symbol in each chat message as a destination point.
  • the present invention aims to realize a recommendation suitable for the user and improve the convenience of the user.
  • the chat start instruction is received from the information processing terminal, the user information and the external environment information acquired by the information processing terminal are received, and the user information and the user information and the above are received in response to the chat start instruction.
  • a conversation control program that outputs information to the information processing terminal is provided.
  • FIG. 1 is an explanatory diagram showing a system configuration example of the conversation control system 100.
  • FIG. 2 is a block diagram showing a hardware configuration example of the information processing device 101.
  • FIG. 3 is a block diagram showing a hardware configuration example of the information processing terminal 102.
  • FIG. 4 is an explanatory diagram showing an example of the stored contents of the script table 120.
  • FIG. 5 is an explanatory diagram showing a specific example of the script.
  • FIG. 6 is an explanatory diagram showing an example of the stored contents of the script inheritance table 130.
  • FIG. 7 is a block diagram showing a functional configuration example of the information processing device 101.
  • FIG. 8A is an explanatory diagram (No. 1) showing a screen example of the talk screen displayed on the digital board.
  • FIG. 8B is an explanatory diagram (No.
  • FIG. 9A is an explanatory diagram (No. 1) showing a screen example of the talk screen displayed on the smartphone.
  • FIG. 9B is an explanatory diagram (No. 2) showing a screen example of the talk screen displayed on the smartphone.
  • FIG. 10 is an explanatory diagram showing an embodiment of the conversation control system 100.
  • FIG. 11 is a flowchart showing an example of the first conversation control processing procedure of the information processing device 101.
  • FIG. 12 is a flowchart (No. 1) showing an example of the second conversation control processing procedure of the information processing apparatus 101.
  • FIG. 13 is a flowchart (No. 2) showing an example of the second conversation control processing procedure of the information processing apparatus 101.
  • the conversation control system 100 is applied to a service that recommends recommended sightseeing spots and stores by using, for example, a chatbot.
  • FIG. 1 is an explanatory diagram showing a system configuration example of the conversation control system 100.
  • the conversation control system 100 includes an information processing device 101, a plurality of information processing terminals 102 (two in the example of FIG. 1), and an operator terminal 103.
  • the information processing device 101, the information processing terminal 102, and the operator terminal 103 are connected via a wired or wireless network 110.
  • the network 110 is, for example, a LAN (Local Area Network), a WAN (Wide Area Network), the Internet, or the like.
  • the information processing device 101 is a computer that controls the conversation of the chatbot.
  • the information processing device 101 has, for example, a script table 120 and a script takeover table 130.
  • the stored contents of the script table 120 and the script takeover table 130 will be described later with reference to FIGS. 4 and 6.
  • the information processing device 101 is, for example, a server.
  • the information processing terminal 102 is a computer used when a user has a conversation with a chatbot.
  • the information processing terminal 102 may be, for example, a digital board installed in a highly public place such as a station or an airport or a store and used by an unspecified number of people. Further, the information processing terminal 102 may be a smartphone, a tablet PC (Personal Computer), or the like.
  • the user can search for a desired answer or use a service while interacting with the chatbot, for example, by inputting a message or selecting an option.
  • the answer is, for example, FAQ (freaky Asked Question).
  • FAQ means "frequently asked questions" and is a collection of questions and answers to questions that are expected in advance.
  • the question may be a question of how to solve some problem, or it may be a spoken question. Answers include answers that indicate how to solve the question being asked and answers to spoken questions.
  • the information processing device 101 has, for example, a FAQ master, a chat log DB (Database), and the like.
  • the FAQ master stores the FAQ.
  • the chat log DB stores the chat log.
  • the chat log is a conversation history related to a conversation between a user and a chatbot.
  • the chat log is stored in the chat log DB in association with the room ID, for example.
  • the room ID can identify a series of conversations with the chatbot.
  • the operator terminal 103 is a computer used by the operator.
  • An operator is a person who responds to a user when switching from a chatbot-enabled conversation to a manned-enabled conversation.
  • the operator can communicate with the user by using the telephone function of the operator terminal 103, text communication, or the like.
  • the operator terminal 103 is, for example, a PC or a tablet PC.
  • chatbot is used to provide a service that recommends recommended spots in each area.
  • Recommended spots are, for example, tourist spots, event venues, stores, and the like.
  • the information to be provided may differ depending on the attributes of the user and the external environment.
  • the recommended spots and routes may differ depending on the gender and age of the user.
  • recommended spots and routes may differ depending on the weather, temperature, time, etc. That is, there is a problem that if the same information is uniformly recommended regardless of the user's attributes and the external environment, it is not possible to make a recommendation that suits the user.
  • the recommendation information including the map information is provided in consideration of the characteristics of the user who uses the information processing terminal 102, the external environment (weather, temperature, etc.) and the conversation content in the chatbot. By doing so, a conversation control method for realizing a recommendation suitable for the user and improving the convenience of the user will be described.
  • FIG. 2 is a block diagram showing a hardware configuration example of the information processing device 101.
  • the information processing device 101 includes a CPU (Central Processing Unit) 201, a memory 202, a disk drive 203, a disk 204, a communication I / F (Interface) 205, and a portable recording medium I / F 206. , And a portable recording medium 207. Further, each component is connected by a bus 200.
  • CPU Central Processing Unit
  • the CPU 201 controls the entire information processing device 101.
  • the CPU 201 may have a plurality of cores.
  • the memory 202 includes, for example, a ROM (Read Only Memory), a RAM (Random Access Memory), a flash ROM, and the like.
  • the flash ROM stores the OS (Operating System) program
  • the ROM stores the application program
  • the RAM is used as the work area of the CPU 201.
  • the program stored in the memory 202 is loaded into the CPU 201 to cause the CPU 201 to execute the coded process.
  • the disk drive 203 controls data read / write to the disk 204 according to the control of the CPU 201.
  • the disk 204 stores the data written under the control of the disk drive 203. Examples of the disk 204 include a magnetic disk and an optical disk.
  • the communication I / F 205 is connected to the network 110 through a communication line, and is connected to an external computer (for example, the information processing terminal 102 and the operator terminal 103 shown in FIG. 1) via the network 110.
  • the communication I / F 205 controls the interface between the network 110 and the inside of the device, and controls the input / output of data from an external computer.
  • a modem, a LAN adapter, or the like can be adopted for the communication I / F 205.
  • the portable recording medium I / F 206 controls data read / write to the portable recording medium 207 according to the control of the CPU 201.
  • the portable recording medium 207 stores data written under the control of the portable recording medium I / F 206.
  • Examples of the portable recording medium 207 include a CD (Compact Disc) -ROM, a DVD (Digital Any Disk), and a USB (Universal Serial Bus) memory.
  • the information processing device 101 may include, for example, an SSD (Solid State Drive), an input device, a display, or the like, in addition to the above-mentioned components. Further, the information processing device 101 does not have to have, for example, a disk drive 203, a disk 204, a portable recording medium I / F 206, and a portable recording medium 207 among the above-described components.
  • an SSD Solid State Drive
  • FIG. 3 is a block diagram showing a hardware configuration example of the information processing terminal 102.
  • the information processing terminal 102 includes a CPU 301, a memory 302, a display 303, an input device 304, a communication I / F 305, a camera 306, a speaker 307, a microphone 308, and a GPS (Global Positioning System). It has a unit 309 and. Further, each component is connected by a bus 300.
  • the CPU 301 controls the entire information processing terminal 102.
  • the CPU 301 may have a plurality of cores.
  • the memory 302 is a storage unit having, for example, a ROM, a RAM, a flash ROM, and the like. Specifically, for example, a flash ROM or ROM stores various programs, and RAM is used as a work area of CPU 301.
  • the program stored in the memory 302 is loaded into the CPU 301 to cause the CPU 301 to execute the coded process.
  • the display 303 is a display device that displays data such as a cursor, an icon, a toolbox, a document, an image, and functional information.
  • a liquid crystal display for example, a liquid crystal display, an organic EL (Electroluminescence) display, or the like can be adopted.
  • the input device 304 has keys for inputting characters, numbers, various instructions, etc., and inputs data.
  • the input device 304 may be a touch panel type input pad, a numeric keypad, or the like, or may be a keyboard, a mouse, or the like.
  • the communication I / F 305 is connected to the network 110 through a communication line, and is connected to an external computer (for example, the information processing device 101 and the operator terminal 103 shown in FIG. 1) via the network 110. Then, the communication I / F 305 controls the interface between the network 110 and the inside of the own device, and controls the input / output of data from the external device.
  • an external computer for example, the information processing device 101 and the operator terminal 103 shown in FIG. 1
  • the camera 306 is a photographing device that captures an image (still image or moving image) and outputs image data.
  • the speaker 307 converts an electric signal into voice and outputs the voice.
  • the microphone 308 receives voice and converts it into an electrical signal.
  • the GPS unit 309 receives radio waves from GPS satellites and outputs the position information of the information processing terminal 102.
  • the position information of the information processing terminal 102 is information that identifies one point on the earth, such as latitude and longitude. Further, as the satellite, for example, a satellite of the quasi-zenith satellite system may be used.
  • the information processing terminal 102 has, for example, an HDD (Hard Disk Drive), an SSD, a short-range wireless communication I / F, a portable recording medium I / F, a portable recording medium, and the like, in addition to the above-described components. You may decide. Further, the operator terminal 103 shown in FIG. 1 can also be realized by the same hardware configuration as the information processing terminal 102.
  • the script table 120 is realized by, for example, a storage device such as the memory 202 and the disk 204 shown in FIG.
  • FIG. 4 is an explanatory diagram showing an example of the stored contents of the script table 120.
  • the script table 120 has user attribute / external environment and script fields, and script management information (for example, script management information 400-1 to 400-3) can be obtained by setting information in each field. Store as a record.
  • the user attribute / external environment indicates a combination of the user attribute and the external environment.
  • the combination of the user attribute ID (for example, UA1, UA2, UA3) that identifies the user attribute and the external environment ID (for example, E1, E2, E3) that identifies the external environment is described.
  • User attributes are information that represents the characteristics of users. For example, user attributes represent age, age, gender, language used, clothing, presence or absence of companion, and the like.
  • the external environment is information representing the external environment. The outside is, for example, outside a building or facility, that is, outdoors. For example, the external environment represents weather, temperature, humidity, time, location, and so on.
  • the script is information (scenario) that defines the conversation flow of the chatbot, and is prepared in association with the combination of the user attribute and the external environment.
  • the script ID for example, SP1, SP2, SP3
  • the FAQ that is often selected tends to change depending on the age and gender. For example, women in their 20s and 40s are more likely to choose FAQs about shopping and cafes than men of the same age.
  • the FAQ that is often selected tends to change depending on the language. For example, people who speak languages other than Japanese (for example, foreigners) are more likely than people who speak Japanese to choose FAQs about tourism and multilingual stores.
  • the FAQ that is often selected tends to change depending on the location and the weather. For example, in Akihabara, there is a tendency for FAQs related to consumer electronics mass retailers and electric stores to be selected compared to other places. On rainy days, FAQs for indoor facilities such as movie theaters tend to be selected compared to sunny days.
  • the FAQ that is often selected tends to change depending on the presence or absence of a companion. For example, people with children tend to choose FAQs about events that they can enjoy with their children and restaurants that they can enter with their children. Also, people with a companion of the opposite sex (eg, a couple) are more likely to choose an FAQ about a date spot than without a companion.
  • a script corresponding to the combination of the user attribute and the external environment is prepared in advance.
  • the script may contain, for example, information about recommended spots.
  • Information on recommended spots includes introduction of recommended spots and map information including recommended spots.
  • the script management information 400-1 indicates the script SP1 corresponding to the combination of the user attribute UA1 and the external environment E1.
  • FIG. 5 is an explanatory diagram showing a specific example of the script.
  • the script SP1 is information (scenario) that defines the conversation flow of the chatbot.
  • scenario a part of the script SP1 is excerpted and displayed.
  • the script SP1 is information that defines chat processing.
  • the talk process is a process for realizing the operation (behavior) of the chatbot.
  • the talk process is a process of speaking, a process of displaying options, a process of selecting an option according to a user operation, a process of performing a procedure according to a selected option or input information, and a process of ending a talk process. And so on.
  • STR-1 indicates the start of talk processing.
  • TXT-1 indicates a process of uttering a message.
  • SLC-2 indicates a process for displaying the options of OPT-3 to OPT-8.
  • the FAQ-1 is a process of searching and displaying FAQs according to options.
  • ERR-10 indicates error processing.
  • the FAQ search is performed using, for example, an FAQ master (not shown) included in the information processing apparatus 101.
  • the script takeover table 130 is realized by a storage device such as a memory 202 or a disk 204, for example.
  • FIG. 6 is an explanatory diagram showing an example of the stored contents of the script inheritance table 130.
  • the script takeover table 130 has fields for the takeover source script, conversation content, user attribute / external environment, takeover destination script, and recommendation information.
  • script inheritance information (for example, script inheritance information 600-1 to 600-3) is stored as a record.
  • the takeover source script is the takeover source script.
  • the conversation content is information that identifies the content of the conversation in the chatbot at the takeover source. For example, the conversation content indicates the selected options, the input information, and the like in the conversation in the chatbot at the takeover source.
  • User attribute / external environment indicates a combination of user attribute and external environment.
  • the takeover destination script is a takeover destination script, and is prepared in association with, for example, a combination of the takeover source script, user attributes, and external environment. That is, since the FAQ that is often selected tends to change depending on the age, gender, location, weather, etc., the script to be taken over is switched according to the combination of the user attribute and the external environment.
  • the takeover destination script may be prepared in association with the combination of the takeover source script, conversation content, user attributes, and external environment. That is, the takeover destination script may be prepared in consideration of not only the user attributes and the external environment but also the conversation content in the chatbot at the takeover source.
  • Recommendation information is information to be recommended and includes map information.
  • the recommendation information is information about a recommended spot, and includes map information around the recommended spot.
  • Recommendation information is prepared in association with the combination of the takeover source script, conversation content, user attributes, and external environment.
  • the recommendation information corresponding to the combination of the takeover source script, the conversation content, the user attribute, and the external environment is prepared in advance. More specifically, for example, the recommendation information is determined according to the choices selected and the information entered in the chatbot conversation based on the takeover script that corresponds to the combination of user attributes and the external environment. NS.
  • the script takeover information 600-1 indicates the takeover destination script SP1-1 and the recommendation information RD1 corresponding to the takeover source script SP1, the conversation content C1, and the user attribute / external environment UA1 / E1.
  • FIG. 7 is a block diagram showing a functional configuration example of the information processing device 101.
  • the information processing device 101 includes a communication unit 701, a determination unit 702, a conversation control unit 703, and a storage unit 710.
  • the communication unit 701 to the conversation control unit 703 causes the CPU 201 to execute a program stored in a storage device such as the memory 202, the disk 204, and the portable recording medium 207 shown in FIG.
  • the function is realized by the communication I / F 205.
  • the processing result of each functional unit is stored in a storage device such as a memory 202 or a disk 204, for example.
  • the storage unit 710 is realized by, for example, a storage device such as a memory 202 or a disk 204. Specifically, for example, the storage unit 710 stores the script table 120 shown in FIG. 4, the script takeover table 130 shown in FIG. 6, the FAQ master (not shown), the chat log DB, and the like.
  • the communication unit 701 receives the chat start instruction from the information processing terminal 102, and also receives the user information and the external environment information acquired by the information processing terminal 102.
  • the chat start instruction is for starting a conversation between the user and the chatbot.
  • the user information is information that identifies the user attribute of the information processing terminal 102.
  • the user information is information that can identify the age, age, gender, language, clothes, presence / absence of a wheelchair, presence / absence of a companion, etc. of the user of the information processing terminal 102.
  • the external environment information is information that identifies the external environment of the information processing terminal 102.
  • the external environment information is identifiable information such as weather, temperature, humidity, time, and position.
  • the information processing terminal 102 may be made to input user information and external environment information by a user's operation input using an input device 304 (see FIG. 3). In this case, the information processing terminal 102 transmits the input user information and external environment information to the information processing device 101 together with the chat start instruction.
  • the information processing terminal 102 decides to acquire the user information when the user captured by the camera 306 (see FIG. 3) of the own terminal is detected or in response to the user's operation input using the input device 304. May be good. In this case, the information processing terminal 102 transmits the acquired user information to the information processing device 101 together with the chat start instruction.
  • the information processing terminal 102 analyzes the image information (for example, a moving image) taken by the camera 306 to determine the age, gender, clothes, presence of wheelchair, presence of companion, etc. of the user. User information may be acquired.
  • the information processing terminal 102 may analyze the image information taken by the camera 306 to acquire user information such as the companion's age, gender, clothes, and the presence or absence of a wheelchair. ..
  • the information processing terminal 102 may analyze the voice information received by the microphone 308 (see FIG. 3) to acquire the user information such as the gender and language of the user or the companion. Further, the information processing terminal 102 may acquire external environment information such as weather, temperature, and humidity by using an environment sensor (not shown) or by inquiring to an external server.
  • the information processing terminal 102 may acquire the position information indicating the current position as the external environment information by the GPS unit 309 (see FIG. 3). However, when the information processing terminal 102 is a stationary computer such as a digital board, the position information indicating the installation position of the information processing terminal 102 may be stored in the memory 302 in advance.
  • the communication unit 701 may receive the image information taken by the camera 306 as the user information. Further, the communication unit 701 may receive the voice information received by the microphone 308 as the user information. In this case, the information processing device 101 may acquire information representing the characteristics of the user from, for example, received image information or voice information. That is, the process of analyzing the image information and the audio information may not be performed on the information processing terminal 102 side, but may be performed on the information processing device 101 side.
  • any existing technology may be used as a technology for acquiring information representing a user's characteristics from image information and audio information.
  • the information processing terminal 102 or the information processing device 101 uses a method based on machine learning such as deep learning to determine the age, gender, clothes, language, presence / absence of a wheelchair, presence / absence of a companion, etc. from the feature quantities of images and sounds. Information may be extracted.
  • the determination unit 702 determines the talk script to be applied to the conversation in the chatbot on the information processing terminal 102. Specifically, for example, the determination unit 702 determines the talk script based on the user information and the external environment information received from the information processing terminal 102 together with the chat start instruction with reference to the storage unit 710. You may.
  • the storage unit 710 stores scripts corresponding to each of a plurality of combinations of user attributes and the external environment.
  • the determination unit 702 specifies the user attribute of the information processing terminal 102 based on the received user information. Further, the determination unit 702 identifies the external environment of the information processing terminal 102 based on the received external environment information. Then, the determination unit 702 determines the script corresponding to the combination of the specified user attribute and the external environment as the talk script by referring to the script table 120 shown in FIG.
  • the determination unit 702 identifies the user attribute "20s x female” based on the user information. Further, the determination unit 702 identifies the external environment "sunny” based on the external environment information. Then, the determination unit 702 determines the script corresponding to the combination of the user attribute "20's x female” and the external environment “sunny” as the talk script with reference to the script table 120.
  • the script corresponding to the combination of the user attribute "20s x female” and the external environment “sunny” is, for example, a script for having a conversation about an event or a shooting spot.
  • the user information is "age” 70s ", gender” male "", and the external environment information is "weather” cloudy "”.
  • the determination unit 702 identifies the user attribute "70s x male” based on the user information.
  • the determination unit 702 identifies the external environment "cloudiness” based on the external environment information.
  • the determination unit 702 determines a script corresponding to the combination of the user attribute "70s x male” and the external environment “cloudiness” as the talk script with reference to the script table 120.
  • the script corresponding to the combination of the user attribute "70s x male” and the external environment “cloudy” is, for example, a script for having a conversation about gourmet food and rest areas.
  • the conversation control unit 703 starts a conversation with the chatbot on the information processing terminal 102 in response to the received chat start instruction. Specifically, for example, the conversation control unit 703 starts a conversation with the chatbot on the information processing terminal 102 by using the determined talk script.
  • the conversation control unit 703 uses a chatbot to speak, display options, and execute procedures according to the selected options according to the talk script.
  • the conversation history (chat log) between the chatbot and the user in the information processing terminal 102 is stored in, for example, a chat log DB (not shown) of the information processing device 101.
  • the conversation control unit 703 outputs the recommendation information including the map information to the information processing terminal 102 based on the information received in the conversation in the chatbot, the user information, and the external environment information. Specifically, for example, the conversation control unit 703 controls the information processing terminal 102 to display the recommendation information together with the conversation in the chatbot.
  • the recommendation information is information that is recommended to the user, for example, information about recommended spots.
  • Information about recommended spots includes, for example, introduction of recommended spots, introduction of products and services provided at recommended spots, coupon information that can be used at recommended spots, and the like.
  • the map information included in the recommendation information is, for example, the map information around the recommended spot.
  • the map information includes, for example, a route from the position of the information processing terminal 102 to the recommended spot.
  • the route may include, for example, a route traveled on foot, or may include a route traveled by car or train.
  • the route is determined according to user attributes such as age and gender, and the external environment such as weather and time.
  • the conversation control unit 703 determines the recommendation information to be output based on the information received in the conversation in the chatbot, the user information, and the external environment information with reference to the storage unit 710.
  • the storage unit 710 stores the recommendation information corresponding to each of a plurality of combinations of the conversation content in the chatbot, the user attribute, and the external environment. Then, the conversation control unit 703 controls the information processing terminal 102 to display the determined recommendation information of the output target together with the conversation in the chatbot.
  • the conversation control unit 703 considers not only the user attributes of the information processing terminal 102 and the external environment but also the conversation content (input information, selected options, etc.) in the chatbot, and recommend information to be output. To determine.
  • the information received in the conversation in the chatbot is specified from, for example, a chat log DB (not shown).
  • the received information may be the information received in the chat bot conversation on the information processing terminal 102, and is also accepted in the chat bot conversation on another information processing terminal 102 different from the information processing terminal 102.
  • Information may be used.
  • the other information processing terminal 102 is another information processing terminal of the transfer source before the conversation in the chatbot is transferred to the information processing terminal 102.
  • a conversation on a chatbot on a digital board (another information processing terminal 102) used by an unspecified number of people may be continued on a user's personal smartphone (information processing terminal 102).
  • the information used for determining the recommendation information to be output may be the information received in the conversation with the chatbot on the digital board (other information processing terminal 102).
  • the communication unit 701 receives the chat start instruction including the takeover information from the information processing terminal 102, and also receives the user information and the external environment information acquired by the information processing terminal 102.
  • the takeover information is information for taking over the conversation in the chatbot on the other information processing terminal 102.
  • the conversation control unit 703 When the conversation content received from the other information processing terminal 102 satisfies a predetermined condition after starting the conversation with the chatbot on the other information processing terminal 102, the conversation control unit 703 provides the conversation takeover guidance and other information. Output to the processing terminal 102.
  • the conversation content includes, for example, the selected option and the input message.
  • the takeover guidance interrupts the conversation on the other information processing terminal 102 and prompts the user to continue the conversation on the information processing terminal 102 carried by the user.
  • the takeover guide is information that can acquire takeover information by reading the takeover guide.
  • the takeover information includes information that identifies the takeover source script, for example, a script ID.
  • the hand-over information includes information that identifies the conversation content of the chatbot on the other information processing terminal 102.
  • the information that identifies the conversation content may be the information itself received in the conversation with the chatbot on the other information processing terminal 102.
  • the information that identifies the content of the conversation may be information that identifies the received information, for example, an ID of a chat log.
  • the information that identifies the content of the conversation is information that identifies a location (takeover location) where the conversation in the chatbot on the information processing terminal of the transfer source is interrupted (takeover location), for example, information that identifies the talk process that interrupted the conversation. You may.
  • the takeover guidance is displayed on the other information processing terminal 102 as a two-dimensional code such as a QR (Quick Response) code.
  • QR code is a registered trademark.
  • the conversation control unit 703 may output a message such as "Please read the QR code" to another information processing terminal 102 together with the QR code.
  • the takeover guidance may be output from a non-contact IC (Integrated Circuit) tag (not shown) of another information processing terminal 102.
  • the conversation control unit 703 may output a message such as "Please touch here" to the non-contact IC tag portion of the other information processing terminal 102, for example.
  • the non-contact IC tag for example, an NFC (Near Field Communication) tag can be used.
  • predetermined conditions can be set arbitrarily.
  • the predetermined condition may be a condition that a predetermined option is selected, or may be a condition that a predetermined information is input.
  • the predetermined options include an option for selecting a recommended spot and an option for linking to a smartphone.
  • a screen example of the talk screen displayed on the display 303 of the other information processing terminal 102 will be described later with reference to, for example, FIGS. 8A and 8B.
  • the conversation control unit 703 analyzes the conversation content received from the other information processing terminal 102 and determines whether or not the conversation content satisfies a predetermined condition. Then, when the conversation control unit 703 determines that the predetermined condition is satisfied, the conversation control unit 703 causes the information processing terminal 102 to output the conversation takeover guidance.
  • which talk process is used to output the conversation takeover guidance may be preset in the talk script.
  • the information processing terminal 102 acquires takeover information by reading the takeover guidance output from another information processing terminal 102 (digital board) by the reading unit 720. Specifically, for example, the information processing terminal 102 acquires the takeover information by reading the QR code displayed on the display 303 of the other information processing terminal 102 by the reading unit 720. Further, the information processing terminal 102 may acquire the takeover information by receiving the takeover guidance output from the non-contact IC tag of the other information processing terminal 102 by the reading unit 720.
  • the information processing terminal 102 may acquire the user information and the external environment information acquired by the other information processing terminal 102 together with the takeover information. Specifically, for example, the information processing terminal 102 decides to acquire the user information and the external environment information together with the takeover information by reading the takeover guidance output from the other information processing terminal 102 by the reading unit 720. You may.
  • the information processing terminal 102 When the information processing terminal 102 acquires the transfer information, the information processing terminal 102 transmits the user information acquired by the own terminal and the external environment information to the information processing device 101 together with a chat start instruction including the acquired transfer information.
  • the user information and the external environment information may be the user information and the external environment information acquired from the other information processing terminal 102 together with the takeover information.
  • the determination unit 702 determines the talk script based on the user information and the external environment information received together with the chat start instruction.
  • the determination unit 702 specifies the takeover source script by referring to the takeover information included in the received chat start instruction. Further, the determination unit 702 identifies the user attribute of the information processing terminal 102 based on the received user information. Further, the determination unit 702 identifies the external environment of the information processing terminal 102 based on the received external environment information. Then, the determination unit 702 determines the takeover destination script corresponding to the specified combination of the takeover source script, the user attribute, and the external environment as the talk script with reference to the script takeover table 130 shown in FIG.
  • the decision unit 702 specifies the conversation content by referring to the takeover information included in the received chat start instruction. Then, the determination unit 702 determines the recommendation information corresponding to the combination of the specified takeover source script, conversation content, user attribute, and external environment as the recommendation information to be output by referring to the script takeover table 130.
  • the determination unit 702 may refer to the script inheritance table 130 and determine the inheritance destination script corresponding to the specified combination of the inheritance source script, the conversation content, the user attribute, and the external environment as the talk script. That is, the determination unit 702 may determine the talk script in consideration of not only the user attributes and the external environment but also the conversation content in the chatbot at the information processing terminal of the transfer source.
  • the conversation control unit 703 starts a conversation with the chatbot on the information processing terminal 102 using the determined talk script, and outputs the determined output target recommendation information to the information processing terminal 102. At this time, the conversation control unit 703 causes the information processing terminal 102 to display the recommendation information together with the conversation in the chatbot, for example.
  • the information processing terminal 102 can take over the conversation in the chatbot of the other information processing terminal 102 and display the recommendation information in consideration of the conversation content.
  • a screen example of the talk screen (including recommendation information) displayed on the display 303 of the information processing terminal 102 will be described later with reference to, for example, FIGS. 9A and 9B.
  • the conversation control unit 703 when the conversation control unit 703 receives new information in the chatbot conversation from the information processing terminal 102 after outputting the recommendation information, the conversation control unit 703 updates and updates the recommendation information based on the new information.
  • the later recommendation information may be output to the information processing terminal 102. Specifically, for example, the conversation control unit 703 determines whether or not the display condition of the chat input screen is satisfied after outputting the recommendation information.
  • the chat input screen is an operation screen for inputting an answer to an inquiry from a chatbot.
  • the display condition of the chat input screen can be said to be a condition for determining the opportunity for the chatbot to ask the user a question.
  • the display conditions of the chat input screen can be set arbitrarily.
  • the conversation control unit 703 may determine that the display condition of the chat input screen is satisfied when a predetermined time has elapsed after displaying the talk screen on the information processing terminal 102.
  • the predetermined time is, for example, about 3 minutes.
  • the conversation control unit 703 may determine that the display condition of the chat input screen is satisfied when the user continuously watches the talk screen for a predetermined time on the information processing terminal 102. Whether or not the user has been watching the talk screen continuously for a predetermined time is determined by analyzing, for example, an image captured by the camera 306.
  • the conversation control unit 703 controls to display the chat input screen on the information processing terminal 102 when it is determined that the display condition of the chat input screen is satisfied. For example, if the user has been watching the talk screen containing the recommendation information for several minutes continuously, by displaying the chat input screen, the timing when the user is looking for something by looking at the map information can be determined. , It becomes possible to display the chat input screen.
  • the conversation control unit 703 updates the recommendation information according to the answer received on the chat input screen, and outputs the updated recommendation information to the information processing terminal 102.
  • the answer received on the chat input screen corresponds to the new information.
  • the conversation control unit 703 may output information on the surrounding spots as recommendation information according to the answer received on the chat input screen.
  • the surrounding spots are different from the recommended spots displayed in the map information, such as recommended spots (destination), tourist spots existing around the information processing terminal 102, event venues, stores, and the like. Further, the surrounding spot may be a vending machine where drinks and food can be purchased.
  • the conversation control unit 703 may output information on a new recommended spot as recommendation information according to the answer received on the chat input screen.
  • Which spot is to be a new recommended spot is defined in the talk script, for example.
  • a screen example of the chat input screen displayed on the information processing terminal 102 will be described later with reference to FIG. 9A.
  • the conversation control unit 703 may output the information corresponding to the input operation to the information processing terminal 102 as a conversation in the chatbot. ..
  • the information about the surrounding spots is output as the recommendation information according to the answer received on the chat input screen.
  • the conversation control unit 703 starts from the position of the information processing terminal 102, for example, to the recommended spot via the peripheral spot. Search for the route of.
  • the position of the information processing terminal 102 is specified, for example, from the external environment information received from the information processing terminal 102. Further, the conversation control unit 703 may acquire the position information indicating the current position of the information processing terminal 102 from the information processing terminal 102.
  • the conversation control unit 703 causes the information processing terminal 102 to display the recommendation information including the map information including the searched route.
  • the conversation control unit 703 may display a message to the effect that the route has been changed on the information processing terminal 102, for example, as a conversation in a chatbot.
  • the conversation control unit 703 causes the information processing terminal 102 to display the recommendation information before the change, for example.
  • the script may describe a process for switching from a chatbot-compatible conversation to a manned-compatible conversation when a specific condition is met based on the conversation history with the chatbot.
  • the conversation control unit 703 connects the information processing terminal 102 and the operator terminal 103, for example, when a specific condition is satisfied based on the conversation history after starting the conversation in the chatbot according to the talk script. Then, switch from chatbot support to manned conversation by the operator.
  • each functional unit of the information processing device 101 described above may be realized by a plurality of computers (for example, the information processing device 101 and the information processing terminal 102) in the conversation control system 100.
  • first information processing terminal 102 digital board
  • second information processing terminal 102 the information processing terminal (smartphone) may be referred to as “second information processing terminal 102”.
  • the first information processing terminal 102 is a digital board installed at a station (for example, Tokyo station) and used by an unspecified number of people. Further, the user attribute specified from the user information acquired by the first information processing terminal 102 is "40s x female", and the external environment "sunny" specified from the external environment information acquired by the other information processing terminal 102. And.
  • the information processing device 101 starts a conversation with the chatbot on the first information processing terminal 102 by using a talk script corresponding to the combination of the user attribute "40s x female" and the external environment "sunny". do.
  • the talk script corresponding to the combination of the user attribute "40s x female" and the external environment "sunny” is a script for talking about tourist information.
  • FIG. 8A and 8B are explanatory views showing a screen example of a talk screen displayed on the digital board.
  • the talk screen 800 is an example of a talk screen displayed on the first information processing terminal 102 when a conversation on the chatbot is started.
  • the avatar av1 represents a chatbot character.
  • selection buttons 801 to 803 related to tourist information are displayed in a conversational format.
  • the selection button 801 is selected by the user's operation input using the input device 304 (see FIG. 3) of the first information processing terminal 102, a conversation about a recommended tourist spot can be performed.
  • a time-saving route is a route that goes around recommended spots in a short amount of time.
  • the language used can be switched by selecting the language buttons b1, b2, b3, and b4.
  • the language button b1 when the language button b1 is selected, the language used can be switched from Japanese to English.
  • a message can be input by selecting the box B, and a message input in the box B can be sent to the chatbot side (information processing device 101) by selecting the send button b5. Can be sent.
  • the selection button 801 is selected on the talk screen 800.
  • the talk screen 810 is displayed on the first information processing terminal 102.
  • Map information 811 including recommended tourist spots s1, s2, s3 is displayed on the talk screen 810.
  • the spot information screen 820 is displayed.
  • the spot information screen 820 is an operation screen for introducing the tourist spot s1 in a conversation format using a chatbot.
  • the route to the tourist spot s1 can be displayed. Further, when the button 822 is selected on the spot information screen 820, the talk screen 810 can be returned. Further, when the button 812 is selected on the talk screen 810, the talk screen 800 can be returned.
  • the button 821 is selected on the spot information screen 820.
  • the talk screen 830 as shown in FIG. 8B is displayed on the first information processing terminal 102.
  • the recommendation information 840 is displayed on the talk screen 830.
  • the recommendation information 840 is information that recommends riding a rickshaw at the tourist spot s1 selected on the talk screen 810.
  • the recommendation information 840 includes map information 841.
  • the map information 841 includes a route 842 from the position p1 of the first information processing terminal 102 to the tourist spot s1.
  • the recommendation information 840 is an example of the recommendation information output based on the information received in the chatbot conversation (conversation content: selection of tourist spot s1), the user attribute "40s x female", and the external environment "sunny”. be.
  • the talk screen 830 When the button 843 is selected on the talk screen 830, it is possible to shift to the procedure for handing over the conversation in the chatbot on the first information processing terminal 102 to the second information processing terminal 102. Further, when the button 844 is selected on the talk screen 830, the talk screen 810 can be returned.
  • the button 843 is selected on the talk screen 830.
  • the talk screen 850 is displayed on the first information processing terminal 102.
  • the talk screen 850 is an operation screen for handing over the conversation in the chatbot on the first information processing terminal 102 to the second information processing terminal 102.
  • the message 852 is displayed in a conversational format together with the QR code 851.
  • the QR code 851 is a takeover guide regarding a conversation in the chatbot on the first information processing terminal 102.
  • the message 852 prompts the reader to read the QR code 851.
  • the user can read the QR code 851 at the second information processing terminal 102 in the chat bot at the first information processing terminal 102. You can take over the conversation. Further, when the button 853 is selected on the talk screen 850, the talk screen 800 shown in FIG. 8A can be returned.
  • the selection button 802 when the selection button 802 is selected on the talk screen 800, for example, detailed information about the tourist spot is displayed on the other information processing terminal 102.
  • the recommendation information including the map information including the route to the selected tourist spot is output to the other information processing terminal 102.
  • the selection button 803 is selected on the talk screen 800, for example, information on a plurality of time saving route candidates is displayed on the other information processing terminal 102.
  • the recommendation information including the map information including the selected time-saving route candidate is output to the other information processing terminal 102.
  • Example of talk screen displayed on smartphone Next, a screen example of the talk screen displayed on the display 303 of the second information processing terminal 102 (smartphone) will be described with reference to FIGS. 9A and 9B. Here, a screen example of a conversation screen displayed on the second information processing terminal 102 by reading the QR code 851 displayed on the talk screen 850 shown in FIG. 8B will be described.
  • FIGS. 9A and 9B are explanatory views showing a screen example of a talk screen displayed on a smartphone.
  • the talk screen 900 is an example of a talk screen displayed when a chatbot conversation on the second information processing terminal 102 is started.
  • the avatar av2 represents a chatbot character.
  • the recommendation information 910 is displayed together with the message m1 of the avatar av2, which is a conversation in the chatbot.
  • the recommendation information 910 is information about the tourist spot s1 selected on the talk screen 800 shown in FIG. 8A.
  • the recommendation information 910 includes map information 911.
  • the map information 911 includes the route 912 from the position p2 of the second information processing terminal 102 to the tourist spot s1.
  • the recommendation information 910 is an example of the recommendation information output based on the information received in the chatbot conversation (conversation content: selection of tourist spot s1), the user attribute "40s x female", and the external environment "sunny”. be.
  • the user can confirm the route to the recommended tourist spot s1 while moving with the second information processing terminal 102, for example.
  • coupon information (not shown) that can be used at the tourist spot s1 can be displayed instead of the map information 911.
  • the button b12 is selected on the talk screen 900, the map information 911 can be displayed again.
  • chat input screen 920 is displayed on the talk screen 900 together with the message m2 of the avatar av2.
  • the chat input screen 920 is an operation screen for inputting an answer to an inquiry (message m2) from the chatbot. By selecting any of the options 921 to 924 on the chat input screen 920, the answer to the message m2 can be input.
  • the information processing device 101 recommends the peripheral spots registered in advance in association with the selected option. Further, the information processing apparatus 101 may search for peripheral spots according to the selected option from the peripheral spots registered in advance, and may recommend the searched peripheral spots.
  • the display of the chat input screen 920 can be terminated and the conversation can be returned to the chatbot conversation.
  • option 921 is selected on the chat input screen 920.
  • the peripheral spot as registered in advance in association with the option 921 is recommended.
  • options 931 and 932 for answering whether or not to stop at the surrounding spot as on the way are displayed.
  • Option 931 corresponds to the answer that the surrounding spot as is stopped on the way.
  • Option 932 corresponds to the answer that the surrounding spot as is not stopped on the way.
  • the information processing device 101 searches for a route from the position p2 of the second information processing terminal 102 to the tourist spot s1 via the peripheral spot as. Then, the information processing device 101 causes the second information processing terminal 102 to display the recommendation information including the map information including the searched route.
  • the recommendation information 910 including the map information 911 including the route 940 is displayed together with the message m4 of the avatar av2.
  • the peripheral spot as that meets the user's needs (option 921) is recommended, and the route to the tourist spot s1 via the peripheral spot as is searched and displayed. be able to.
  • FIG. 10 is an explanatory diagram showing an embodiment of the conversation control system 100.
  • the information processing device 101 starts a conversation with a chatbot on the information processing terminal 102 based on the user attributes of the information processing terminal 102 and the external environment in response to a chat start instruction from the information processing terminal 102. do.
  • the information processing device 101 outputs the recommendation information RD including the map information to the information processing terminal 102 based on the information received in the conversation in the chatbot, the user attribute, and the external environment.
  • the recommendation information RD is, for example, information about a recommended spot selected in a conversation in a chatbot.
  • the recommendation information RD includes map information including a route to a recommended spot.
  • the information processing device 101 when the information processing device 101 receives new information in the conversation on the chatbot from the information processing terminal 102 after outputting the recommendation information RD, the information processing device 101 updates the recommendation information RD based on the new information. , The updated recommendation information RD'is output to the information processing terminal 102. Specifically, for example, the information processing device 101 updates the recommendation information RD according to the options selected on the chat input screen 1100.
  • the information processing device 101 displays the updated recommendation information RD'on the information processing terminal 102 together with the conversation in the chatbot.
  • the updated recommendation information RD' includes map information including a route to a recommended spot via, for example, a peripheral spot corresponding to an option on the chat input screen 1100.
  • the conversation control system 100 while controlling the conversation in the chatbot according to the user attribute of the information processing terminal 102 and the external environment, the recommendation is made according to the information received in the conversation in the chatbot.
  • Information RD can be displayed.
  • the conversation control process is a process of controlling a conversation in a chatbot at the first information processing terminal 102.
  • FIG. 11 is a flowchart showing an example of the first conversation control processing procedure of the information processing device 101.
  • first whether or not the information processing device 101 has received the user information and the external environment information acquired by the first information processing terminal 102 together with the chat start instruction from the first information processing terminal 102. Is determined (step S1101).
  • the information processing device 101 waits for receiving the user information and the external environment information together with the chat start instruction (step S1101: No).
  • the information processing device 101 receives the user information and the external environment information together with the chat start instruction (step S1101: Yes)
  • the information processing device 101 identifies the user attribute and the external environment based on the received user information and the external environment information (step S1101: Yes). Step S1102).
  • the information processing apparatus 101 refers to the script table 120 and determines a script corresponding to the combination of the specified user attribute and the external environment as the talk script (step S1103). Then, the information processing device 101 starts a conversation with the chatbot on the first information processing terminal 102 using the determined talk script (step S1104).
  • the information processing device 101 determines whether or not the recommended spot has been selected in the chatbot conversation on the first information processing terminal 102 (step S1105).
  • the recommended spots are displayed selectably in the conversation with the chatbot on the first information processing terminal 102 (see, for example, the talk screen 810 shown in FIG. 8).
  • the information processing device 101 waits for the recommended spot to be selected (step S1105: No).
  • the information processing device 101 displays the recommended spot and the route (step S1106).
  • the route is a recommended route from the position of the first information processing terminal 102 to the recommended spot.
  • the information processing device 101 determines whether or not the conversation content received from the first information processing terminal 102 satisfies a predetermined condition (step S1107). For example, the information processing device 101 determines that the conversation content satisfies a predetermined condition when the input operation requesting the succession of the conversation to the smartphone or the like is received.
  • the information processing device 101 determines whether or not to end the conversation in the chatbot at the first information processing terminal 102 (step S1108).
  • the chatbot conversation ends, for example, according to a talk script or in response to a user's forced termination operation.
  • step S1108: No when the conversation in the chatbot is not ended (step S1108: No), the information processing apparatus 101 returns to step S1105.
  • step S1108: Yes when ending the conversation in the chatbot (step S1108: Yes), the information processing apparatus 101 ends a series of processes according to this flowchart.
  • step S1107 when the predetermined condition is satisfied in step S1107 (step S1107: Yes), the information processing apparatus 101 uses the chatbot conversation takeover guidance on the first information processing terminal 102 as a QR code for the first information processing. It is displayed on the display 303 of the terminal 102 (step S1109).
  • the information processing device 101 determines whether or not the reading of the QR code is completed (step S1110). Whether or not the reading of the QR code is completed is determined by, for example, whether or not the second information processing terminal 102 has started the conversation following the conversation in the chatbot at the first information processing terminal 102. NS.
  • the information processing device 101 waits for the reading of the QR code to be completed (step S1110: No). Then, when the reading of the QR code is completed (step S1110: Yes), the information processing apparatus 101 can end a series of processes according to this flowchart.
  • chatbot conversation it is possible to control the conversation in the chatbot according to the characteristics of the user who uses the digital board (first information processing terminal 102) and the external environment.
  • first information processing terminal 102 the digital board
  • second information processing terminal 102 the conversation on the digital board is interrupted and the conversation is encouraged to continue on the smartphone or the like (second information processing terminal 102). Can be done.
  • the second conversation control process is a process of controlling the conversation in the chatbot at the second information processing terminal 102.
  • the information processing device 101 receives the user information and the external environment information acquired by the first information processing terminal 102 from the first information processing terminal 102 together with the instruction to start the chat including the takeover information. It is determined whether or not the information has been received (step S1201).
  • the information processing device 101 waits for receiving the user information and the external environment information together with the chat start instruction including the takeover information (step S1201: No).
  • the information processing device 101 receives the user information and the external environment information together with the chat start instruction including the takeover information (step S1201: Yes)
  • the information processing device 101 sets the user attributes and the external environment based on the received user information and the external environment information. Identify (step S1202).
  • the information processing apparatus 101 refers to the script takeover table 130, and determines the takeover destination script corresponding to the combination of the takeover source script, the user attribute, and the external environment as the talk script (step S1203).
  • the takeover source script is specified, for example, from the takeover information included in the chat start instruction.
  • the information processing device 101 refers to the takeover information included in the chat start instruction to specify the conversation content (step S1204).
  • the information processing apparatus 101 refers to the script takeover table 130, and determines the recommendation information corresponding to the combination of the takeover source script, the conversation content, the user attribute, and the external environment as the recommendation information to be output (step S1205). ).
  • the information processing device 101 starts a conversation in the chatbot at the second information processing terminal 102 by using the determined talk script, and transfers the determined output target recommendation information to the second information processing terminal 102.
  • Output step S1206.
  • the information processing device 101 may determine the recommendation information to be output in consideration of the information received in the conversation after starting the conversation in the chatbot on the second information processing terminal 102. ..
  • the chat input screen is an operation screen for inputting an answer to an inquiry from the chatbot, and is, for example, the chat input screen 920 shown in FIG. 9A.
  • step S1207: No the information processing apparatus 101 determines whether or not to end the conversation in the chatbot at the second information processing terminal 102 (step). S1208).
  • step S1208: No the information processing apparatus 101 returns to step S1207.
  • step S1208 when ending the conversation in the chatbot (step S1208: Yes), the information processing device 101 ends a series of processes according to this flowchart. If the display condition of the chat input screen is satisfied in step S1207 (step S1207: Yes), the information processing apparatus 101 shifts to step S1301 shown in FIG.
  • the information processing device 101 controls to display the chat input screen in the conversation with the chatbot on the second information processing terminal 102 (step S1301).
  • the information processing device 101 determines whether or not the input operation has been accepted on the chat input screen (step S1302). However, the input operation for ending the display of the chat input screen is excluded.
  • step S1302 No
  • the information processing apparatus 101 returns to step S1207 shown in FIG. That is, when the input operation for ending the display of the chat input screen is accepted, the information processing device 101 returns to step S1207.
  • step S1302 when the input operation is accepted (step S1302: Yes), the information processing apparatus 101 outputs information about the peripheral spot to the second information processing terminal 102 and recommends the peripheral spot (step S1303). Next, the information processing device 101 determines whether or not the recommended peripheral spot is selected (step S1304).
  • step S1304 No
  • the information processing apparatus 101 returns to step S1207 shown in FIG. That is, when the input operation of wanting to approach the peripheral spot is not accepted, the information processing apparatus 101 returns to step S1207.
  • step S1304 Yes
  • the information processing device 101 updates the recommendation information (step S1305). Then, the information processing device 101 outputs the updated recommendation information to the second information processing terminal 102 (step S1306), and returns to step S1207 shown in FIG.
  • the updated recommendation information includes map information including detour routes.
  • the detour route is, for example, a recommended route from the position of the second information processing terminal 102 to the recommended spot via the surrounding spots.
  • the conversation on the chatbot on the digital board (first information processing terminal 102) can be taken over by the smartphone or the like (second information processing terminal 102).
  • the recommendation information can be updated according to the information input in the conversation with the chatbot on the smartphone or the like.
  • step S1203 the information processing apparatus 101 decides the takeover destination script corresponding to the combination of the takeover source script, the user attribute, and the external environment as the talk script by referring to the script takeover table 130. Not limited to this.
  • the information processing device 101 may determine the takeover destination script corresponding to the combination of the takeover source script, the conversation content, the user attribute, and the external environment as the talk script.
  • the conversation content is the conversation content in the chatbot at the information processing terminal of the takeover source, and is specified in step S1204.
  • the information processing terminal 102 receives the chat start instruction, and also receives the user information and the external environment information acquired by the information processing terminal 102. Can be done. Then, according to the information processing device 101, in response to the chat start instruction, the chat bot conversation on the information processing terminal 102 is started based on the user information and the external environment information, and the chat bot conversation is accepted. Based on the information, the user information, and the external environment information, the recommendation information including the map information can be output to the information processing terminal 102.
  • the map information includes, for example, a route from the information processing terminal 102 to the recommended spot.
  • the conversation in the chatbot on the information processing terminal 102 is possible to control the conversation in the chatbot on the information processing terminal 102 according to the user attribute of the information processing terminal 102 and the external environment. For example, by dynamically changing the content and flow of conversation according to the characteristics of the user, the weather of the day, the temperature, etc., the number of steps required for the user to obtain the desired information can be reduced, and the user can leave the chat. Can be prevented. Further, since it is possible to provide the recommendation information including the map information in consideration of not only the user attribute of the information processing terminal 102 and the external environment but also the conversation content in the chatbot, the recommendation suitable for the user is realized. be able to. For example, in a chatbot conversation, a user can find out a spot of interest (recommended spot) and provide a route to that spot.
  • a spot of interest recommended spot
  • the information processing device 101 it is possible to control the information processing terminal 102 to display the recommendation information together with the conversation in the chatbot.
  • the conversation on the chatbot and the recommendation information are displayed integrally, and it is possible to have a conversation on the chatbot while checking the content of the recommendation information.
  • the recommendation information when new information is received from the information processing terminal 102 in the conversation by the chatbot after the recommendation information is output, the recommendation information is updated based on the new information.
  • the updated recommendation information can be output to the information processing terminal 102.
  • the map information included in the updated recommendation information includes, for example, a route from the information processing terminal 102 to the recommended spot via the peripheral spot selected in the conversation in the chatbot.
  • the information processing device 101 when the input operation of the information processing terminal 102 for the recommended information is accepted, the information corresponding to the input operation can be output to the information processing terminal 102 as a conversation in the chatbot. ..
  • the recommendation information including the map information is transmitted to the information processing terminal 102 based on the information received in the conversation in the chat bot at the other information processing terminal 102 different from the information processing terminal 102. Can be output.
  • the conversation on the chatbot on the digital board is taken over by a smartphone or the like, it is possible to provide the recommendation information including the map information in consideration of the conversation content on the chatbot on the digital board. For example, when the conversation is taken over by a smartphone or the like, it is not necessary to hold a conversation again to narrow down the information to be recommended to the user.
  • the conversation control system 100 and the information processing device 101 when providing a service of recommending recommended spots and the like using a chatbot, a recommendation suitable for the user is realized and the user It is possible to improve the convenience of. In addition, by realizing recommendations that suit the user, it is possible to improve the accessibility of the recommendation service using chatbots and connect them to the use of stores and services.
  • the conversation control method described in this embodiment can be realized by executing a program prepared in advance on a computer such as a personal computer or a workstation.
  • This conversation control program is recorded on a computer-readable recording medium such as a hard disk, flexible disk, CD-ROM, DVD, or USB memory, and is executed by being read from the recording medium by the computer. Further, this conversation control program may be distributed via a network such as the Internet.
  • the information processing apparatus 101 described in the present embodiment can also be realized by a standard cell, an IC for a specific purpose such as a structured ASIC (Application Specific Integrated Circuit), or a PLD (Programmable Logic Device) such as an FPGA.
  • a standard cell an IC for a specific purpose such as a structured ASIC (Application Specific Integrated Circuit), or a PLD (Programmable Logic Device) such as an FPGA.
  • Conversation control system 101
  • Information processing device 102
  • Information processing terminal 103
  • Operator terminal 110
  • Network 120
  • Script takeover table 200 300 Bus 201, 301 CPU 202, 302 Memory 203 Disk drive 204 Disk 205, 305 Communication I / F 206
  • Portable recording medium I / F 207
  • Input device 306
  • Camera 307
  • Speaker 308 Microphone 309
  • Conversation control unit 710
  • Talk screen 811,841, 911 Map information 820 Spot information screen 840,910
  • Recommendation information 851 QR code 920,1100 Chat input screen

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PCT/JP2020/014702 2020-03-30 2020-03-30 会話制御プログラム、会話制御方法および情報処理装置 Ceased WO2021199216A1 (ja)

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JP2012108801A (ja) * 2010-11-18 2012-06-07 Toshiba Tec Corp 携帯情報端末装置及び制御プログラム
JP2017220181A (ja) * 2016-06-10 2017-12-14 株式会社大林組 案内表示システム、案内表示方法及び案内表示プログラム
WO2019244365A1 (ja) * 2018-06-21 2019-12-26 Ｔｒａｄｆｉｔ株式会社 プログラムおよび情報処理方法
JP6652231B1 (ja) * 2019-05-31 2020-02-19 富士通株式会社 会話制御プログラム、会話制御方法および情報処理装置
JP6690796B1 (ja) * 2019-06-07 2020-04-28 富士通株式会社 情報管理プログラム、情報管理方法および情報管理装置

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US9606621B2 (en) * 2006-07-28 2017-03-28 Philips Lighting Holding B.V. Gaze interaction for information display of gazed items
WO2016139782A1 (ja) * 2015-03-04 2016-09-09 楽天株式会社 チャットシステム、チャット方法、およびチャットプログラム

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JP2012108801A (ja) * 2010-11-18 2012-06-07 Toshiba Tec Corp 携帯情報端末装置及び制御プログラム
JP2017220181A (ja) * 2016-06-10 2017-12-14 株式会社大林組 案内表示システム、案内表示方法及び案内表示プログラム
WO2019244365A1 (ja) * 2018-06-21 2019-12-26 Ｔｒａｄｆｉｔ株式会社 プログラムおよび情報処理方法
JP6652231B1 (ja) * 2019-05-31 2020-02-19 富士通株式会社 会話制御プログラム、会話制御方法および情報処理装置
JP6690796B1 (ja) * 2019-06-07 2020-04-28 富士通株式会社 情報管理プログラム、情報管理方法および情報管理装置

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