WO2022113916A1 - Serveur, procédé de commande et programme de commande - Google Patents

Serveur, procédé de commande et programme de commande Download PDF

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Publication number
WO2022113916A1
WO2022113916A1 PCT/JP2021/042700 JP2021042700W WO2022113916A1 WO 2022113916 A1 WO2022113916 A1 WO 2022113916A1 JP 2021042700 W JP2021042700 W JP 2021042700W WO 2022113916 A1 WO2022113916 A1 WO 2022113916A1
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WO
WIPO (PCT)
Prior art keywords
phase
conversation
user
control unit
server
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Application number
PCT/JP2021/042700
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English (en)
Japanese (ja)
Inventor
裕樹 伊東
実咲 柴田
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京セラ株式会社
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Publication of WO2022113916A1 publication Critical patent/WO2022113916A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F13/00—Interconnection of, or transfer of information or other signals between, memories, input/output devices or central processing units
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/02—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages

Definitions

  • This application relates to servers, control methods and control programs.
  • Patent Document 1 for interactive collection and distribution of information including selecting a dialog script corresponding to the current stage of the user and periodically offering the user an item that can be used after the trigger is determined. The method is disclosed.
  • the server has a discrimination unit that determines whether the answer to the question obtained from the user is a first type answer or a second type answer, and a discrimination result by the discrimination unit. Based on the above, a determination unit for determining whether to maintain the phase of the user currently in the first phase in the first phase or to move to the second phase is provided.
  • the control method is a control method executed by a server capable of communicating with an electronic device, and the answer to the question obtained from the user is the first type of answer or the second type. Based on the determination result, it is determined whether the phase of the user currently in the first phase is maintained in the first phase or is shifted to the second phase. That includes.
  • the control program tells the computer whether the answer to the question obtained from the user is the first type of answer or the second type of answer. Based on this, it is made to decide whether to keep the phase of the user currently in the first phase in the first phase or to move to the second phase.
  • FIG. 1 is a diagram showing an example of a system including a server according to an embodiment.
  • FIG. 2 is a diagram showing an example of a phase managed by the server shown in FIG.
  • FIG. 3 is a diagram showing an example of the first conversation information and the second conversation information managed by the server shown in FIG.
  • FIG. 4 is a diagram for explaining an example of the relationship between the scenario conversation of the server and the log according to the embodiment.
  • FIG. 5 is a diagram showing an example in which a server according to an embodiment displays a message on an electronic device.
  • FIG. 6 is a diagram showing an example of the configuration of the electronic device according to the embodiment.
  • FIG. 7 is a diagram showing an example of the configuration of the server according to the embodiment.
  • FIG. 1 is a diagram showing an example of a system including a server according to an embodiment.
  • FIG. 2 is a diagram showing an example of a phase managed by the server shown in FIG.
  • FIG. 3 is a diagram showing an example of the first conversation information and the second
  • FIG. 8 is a diagram for explaining an example of the change talk and the maintenance talk according to the embodiment.
  • FIG. 9 is a flowchart showing an example of output control executed by the server according to the embodiment.
  • FIG. 10 is a flowchart showing an example of the morning conversation process shown in FIG.
  • FIG. 11 is a flowchart showing an example of the daytime conversation process shown in FIG.
  • FIG. 12 is a flowchart showing an example of the night conversation process shown in FIG.
  • FIG. 13 is a flowchart showing an example of the transition control of Phase 1 executed by the server according to the embodiment.
  • FIG. 14 is a flowchart showing an example of the transition control of Phase 2 executed by the server according to the embodiment.
  • FIG. 15 is a flowchart showing an example of the transition control of the phase 3 executed by the server according to the embodiment.
  • FIG. 16 is a flowchart showing an example of the transition control of the phase 4 executed by the server according to the embodiment.
  • FIG. 17 is a diagram for explaining the transition operation of the phase executed by the server according to the embodiment.
  • FIG. 18 is a diagram for explaining other migration operations of the phase executed by the server according to the embodiment.
  • FIG. 1 is a diagram showing an example of a system including a server according to an embodiment.
  • FIG. 2 is a diagram showing an example of a phase managed by the server shown in FIG.
  • FIG. 3 is a diagram showing an example of the first conversation information and the second conversation information managed by the server shown in FIG.
  • the system 1 shown in FIG. 1 has a function of supporting the solution of the problem that the user U has by exchanging a chat with the user U and a directional conversation.
  • the system 1 includes an electronic device 100 that can be operated by the user U, and a server 200.
  • the electronic device 100 and the server 200 are configured to be able to communicate with each other via the network 400.
  • the electronic device 100 includes, for example, a smartphone, a personal computer, a head-mounted display, a tablet terminal, a television receiver, a game machine, and the like.
  • the electronic device 100 has a display unit 110 capable of displaying various information to the user U.
  • the electronic device 100 has, for example, a function of displaying information instructed by the server 200 on the display unit 110, a function of transmitting information acquired from the user U to the server 200, and the like.
  • the server 200 is, for example, a cloud server.
  • the server 200 is realized, for example, by a computer executing a program.
  • the server 200 can provide functions related to dialogue with the user U, support for improving the problems of the user U, and the like in cooperation with the electronic device 100.
  • the server 200 can provide, for example, a chat function for displaying a message indicating conversation information and a message obtained from the user U on the electronic device 100 in chronological order.
  • the server 200 can provide a function of recognizing a behavior change of the user U based on an answer or the like obtained from the user U and providing support suitable for the behavior change.
  • Behavior change means, for example, a change in the behavioral aspect of the user U.
  • the server 200 realizes conversations suitable for a plurality of stages until the behavior change of the user U is established.
  • the 1QAR method is a method in which a Question (question), an Answer (answer), and a Response (answer) are spoken as one set.
  • the server 200 operates the conversation scenario for the user U by dividing it into a plurality of phases.
  • the conversation scenario for example, the scenario of the conversation may be defined by the program, or the scenario information indicating the order of the conversation may be used.
  • the conversation scenario is, for example, a scenario in which a conversation is performed according to a time division.
  • the time division includes, but is not limited to, for example, the morning of 5:00 to 10:59, the daytime of 11:00 to 15:59, and the night division of 16:00 to 4:59.
  • the server 200 can provide a function of recognizing the behavior change of the user U and having a conversation suitable for each stage in each of the stages of Phase 1, Phase 2, Phase 3, Phase 4, and Phase 5. ..
  • Phase 1 is, for example, a phase aimed at involving user U.
  • Phase 1 is, for example, a phase in which a conversation is held with an attitude of understanding the user U at the stage of being involved with the user U, and a conversation is held in which the user U is interested in and notices the user U.
  • the server 200 causes the electronic device 100 to output a conversation focusing on confirmation conversation, for example.
  • the confirmation conversation includes, for example, a conversation in which it is possible to confirm whether or not the conversation with the user U is established.
  • Phase 2 is, for example, a phase aimed at drawing out the desire to improve from the user U.
  • Phase 2 is, for example, a phase in which a conversation is held to elicit a desire to improve from the user U.
  • the server 200 causes the electronic device 100 to output a conversation focusing on an intervention conversation, for example.
  • the intervention conversation includes, for example, a conversation that elicits a desire to improve from the user U.
  • Phase 3 is, for example, a phase aimed at creating an opportunity for user U to take action.
  • Phase 3 is, for example, a phase in which a conversation is held to create a trigger for the behavior change of the user U.
  • the server 200 causes the electronic device 100 to output a conversation focusing on an intervention conversation, for example.
  • Intervention conversations include, for example, conversations that trigger actions to improve.
  • Phase 4 is a phase aimed at giving the user U a feeling that the behavior has been changed, for example.
  • Phase 4 is, for example, a phase in which a conversation is performed to support the execution of the behavior change of the user U.
  • the server 200 causes the electronic device 100 to output, for example, an intervention conversation and a conversation focusing on recommendations.
  • Intervention conversations include, for example, conversations that give the feeling that behavior has been changed.
  • the recommendation includes, for example, a conversation for recommending an action, an article, or the like in order to give the user U a real feeling.
  • Phase 5 is, for example, a phase aimed at watching the new habits take root in the user U.
  • Phase 5 is, for example, a phase in which a conversation aimed at establishing behavior change is conducted.
  • the server 200 causes the electronic device 100 to output, for example, a conversation focusing on recommendations and content guidance.
  • Recommendations include, for example, conversations for recommending behaviors, articles, etc. in order to establish behavior change.
  • Content guidance includes, for example, conversations that guide content to establish behavior change.
  • the server 200 can provide a function of notifying the user U that there are a plurality of phases in stages until the behavior change of the user U becomes established.
  • the server 200 can migrate the phases in the order of Phase 1, Phase 2, Phase 3, Phase 4, and Phase 5.
  • the server 200 can provide a function of automatically shifting from the current phase to the next phase based on the conversation with the user U.
  • the server 200 may combine a plurality of phases into one phase.
  • the server 200 can provide a function to return from the current phase to the previous phase.
  • the server 200 manages a database including, for example, the first conversation information 310, the second conversation information 320, the answer information 500, and the like.
  • the server 200 manages, for example, the first conversation information 310 and the second conversation information 320 in association with each of Phase 1, Phase 2, Phase 3, Phase 4, and Phase 5.
  • the first conversation information 310 includes, for example, information capable of outputting a conversation having no directivity.
  • the conversation having no directivity means, for example, a conversation not aimed at improving the problem of the user U, a conversation for chatting, and the like.
  • the second conversation information 320 includes, for example, information capable of outputting a conversation having directivity.
  • the directional conversation means, for example, a conversation aimed at improving the problem of the user U.
  • the second conversation information 320 includes, for example, information capable of outputting a conversation for the purpose of lifestyle, living environment, taste, stress check, workplace diagnosis, content introduction, and the like.
  • the first conversation information 310 and the second conversation information 320 include, for example, information indicating a conversation of a question, an answer, and a response for each time zone, season, and the like.
  • the first conversation information 310 includes, for example, a first conversation such as a greeting, a chat, news, weather, a quiz, and play.
  • the first conversation includes, for example, a conversation that changes depending on whether it is seconds, hours, days, months, or years.
  • a conversation that changes with either seconds, hours, days, months, or years means, for example, a conversation that changes part of the conversation with either seconds, hours, days, months, or years.
  • the first conversation can be a conversation in which a character string suitable for a dialogue time zone, date and time, season, and the like is set.
  • the first conversation information 310 and the second conversation information 320 have a question item D1, an answer item D2, and a response item D3.
  • the question item D1 includes information indicating the content of the question to the user U.
  • the answer item D2 includes information indicating a plurality of answers selected by the user U.
  • the response item D3 includes information indicating a response to the answer selected by the user U.
  • the response item D3 includes information indicating a response corresponding to each of the plurality of responses of the response item D2.
  • the information indicating the conversation of "Good morning! It's a new morning!” Is set in the question item D1.
  • information indicating three options of "(a) good morning! (B) hmm! (C) goodbye! Is set in the answer item D2.
  • information indicating three responses of "(a) Thank you for coming! (B) Thank you for coming! (C) See you again! Is set in the response item D3.
  • the second conversation information 320 is, for example, conversation information for a user U who has a problem with weight.
  • information indicating the conversation "Did you drink yesterday?” Is set in the question item D1.
  • information indicating two options of "(a) yes (b) no" is set in the answer item D2.
  • information indicating three responses of "(a) Is it refreshed? (B) As expected! Is set in the response item D3.
  • the server 200 can provide a function of collecting the response information 500 of the user U by using the first conversation information 310 and the second conversation information 320.
  • the answer information 500 includes, for example, information that can identify the contents of the question item D1, the answer item D2, the response item D3, and the like.
  • the answer information 500 includes, for example, information that can identify whether or not there is an answer to the question.
  • the response information 500 includes information that can identify the date and time when a conversation such as a question, an answer, or a response is performed.
  • FIG. 4 is a diagram for explaining an example of the relationship between the scenario conversation of the server 200 and the log according to the embodiment.
  • the server 200 realizes a scenario conversation by using, for example, the scenario information 300 shown in FIG.
  • the scenario information 300 has items such as a scenario number, a scenario conversation, and a type of conversation information.
  • the scenario number indicates the order of the scenarios.
  • information indicating the type of the scenario conversation such as greeting / chat, directional conversation (1), directional conversation (2), directional conversation (3), and greeting is set.
  • the type of the first conversation information 310 or the second conversation information 320 used in the conversation is set.
  • information that can identify the first conversation information 310 or the second conversation information 320 used in the scenario conversation is set.
  • the scenario information 300 shows a scenario in which a greeting / chat, a directional conversation (1), a directional conversation (2), a directional conversation (3), and a greeting are performed in this order.
  • the scenario information 300 indicates that the first conversation information 310 is used in the greeting / chat and the scenario conversation of the greeting.
  • the scenario information 300 indicates that the second conversation information 320 according to the phase is used in the scenario conversations of the directional conversation (1), the directional conversation (2), and the directional conversation (3).
  • the server 200 Based on the scenario information 300, the server 200 performs a scenario conversation in the order of greeting / chat, directional conversation (1), directional conversation (2), directional conversation (3), and greeting. Controls the output of.
  • the server 200 has a function of creating log information 330 indicating a log indicating whether or not the scenario conversation is executed by the electronic device 100.
  • the log information 330 has items such as a scenario number and a log. In the item of the scenario number of the log information 330, for example, information indicating the scenario number of the corresponding scenario information 300 is set. In the log item of the scenario of the log information 330, for example, information indicating whether or not the scenario conversation corresponding to the scenario number has been executed is set.
  • the log item of the scenario of the log information 330 may be configured to set information indicating, for example, the date and time when the conversation was executed.
  • the scenario information 300 has been described as a scenario showing greeting / chat, directional conversation (1), directional conversation (2), directional conversation (3), and greeting. Not limited to.
  • the scenario information 300 may change the number of directional conversations according to the type of phase.
  • the server 200 will explain an example of a case where the server 200 supports the improvement of the problem by targeting the user U who has a problem with the body weight.
  • FIG. 5 is a diagram showing an example in which the server 200 according to the embodiment displays a message on the electronic device 100.
  • the electronic device 100 is executing the chatbot application. Chatbots can, for example, provide the ability to select and talk to scenarios and set answers. The chatbot does not present a solution to the user U, but acts as a listener, and by empathizing and understanding, the user U himself can realize counseling that promotes growth and transformation.
  • the application is executed by the user U, the electronic device 100 logs in to the server 200, and the user U starts using the server 200 from the electronic device 100.
  • the server 200 recognizes the user U and the phase, and displays the message screen 600 on the display unit 110 of the electronic device 100.
  • the server 200 acquires the scenario information 300 according to the logged-in time division, and starts a conversation with the user U based on the scenario information 300.
  • the server 200 controls the electronic device 100 so that the avatar 610 and the conversation message 620 indicated by the first conversation information 310 regarding the greeting are associated and displayed on the message screen 600.
  • the server 200 causes the electronic device 100 to display a message 620 indicating a conversation in a time division in which the user U logs in (accesses) to the server 200.
  • the message 620 is displayed as a balloon of the avatar 610.
  • the server 200 controls the electronic device 100 so that the message 630 indicating the plurality of options indicated by the response item D2 of the first conversation information 310 is displayed on the message screen 600 in association with the message 620.
  • the electronic device 100 displays a message screen 600 of "Mr. Sato, good morning! It's a new morning! And three messages 630 indicating the choices of "Good morning!, "Hmm” and "Goodbye!. Display on.
  • the electronic device 100 transmits the response information 500 indicating that the message 630 of "Hmm” is selected to the server 200.
  • the server 200 controls the electronic device 100 so that the message 640 indicating the answer of "Hmm” of the answer information 500 is displayed on the message screen 600 as the answer of the user U.
  • the electronic device 100 displays the message 640 of "Hmm” as the answer of the user U so as to be blown out from the right side of the message screen 600.
  • the server 200 Based on the scenario information 300, the server 200 extracts the response corresponding to "Hmm" from the first conversation information 310, and controls the electronic device 100 so that the message 640 of the response is displayed on the message screen 600. As a result, the electronic device 100 displays the message 620 of "Thank you for coming!” On the message screen 600 as a conversation of the avatar 610.
  • the scenario number SN1 of the scenario information 300 indicates a chat conversation following the greeting. Therefore, the server 200 controls the electronic device 100 so that the avatar 610 and the message 620 indicating the chat conversation indicated by the first conversation information 310 are associated and displayed on the message screen 600. The server 200 controls the electronic device 100 so that the message 630 indicating the answer option indicated by the first conversation information 310 is displayed on the message screen 600 in association with the message 620. As a result, the electronic device 100 displays a message screen 600 of "Tofu day is today" and three messages 630 indicating the choices of "I knew", “I didn't know” and "Goodbye!. To display.
  • the electronic device 100 transmits the response information 500 indicating that the message 630 of "I did not know” was selected to the server 200.
  • the server 200 controls the electronic device 100 so that the message 630 indicating the "did not know” answer of the answer information 500 is displayed on the message screen 600 as the answer of the user U.
  • the electronic device 100 displays the message 640 of "I did not know” as the answer of the user U so as to be blown out from the right side of the message screen 600.
  • the server 200 Based on the scenario information 300, the server 200 extracts the response corresponding to the "did not know” selected by the user U from the first conversation information 310, and displays the message 620 of the response on the message screen 600. Controls the electronic device 100. As a result, the electronic device 100 displays the message 620 of "It's a new discovery! On the message screen 600 as a conversation of the avatar 610.
  • the server 200 starts the process of controlling the scenario conversation of the directional conversation (1) of the scenario number SN2 based on the scenario information 300.
  • the server 200 controls the electronic device 100 so that the avatar 610 and the message 620 of the conversation related to the directional conversation (1) are associated and displayed on the message screen 600.
  • the server 200 controls the electronic device 100 so that, for example, the message 630 indicating the answer option indicated by the answer item D2 of the second conversation information 320 is displayed on the message screen 600 in association with the message 620.
  • the electronic device 100 displays a message 620 of "Did you drink yesterday?" And two messages 630 indicating "No" and "Yes” options on the message screen 600.
  • the electronic device 100 transmits the response information 500 indicating that the “Yes” message 630 has been selected to the server 200.
  • the server 200 extracts a response corresponding to "Yes” selected by the user U from the second conversation information 320 based on the scenario information 300, and displays the message 620 of the response on the message screen 600.
  • Control 100 As a result, the electronic device 100 displays the message 620 of "Is it refreshed?" On the message screen 360 as a conversation of the avatar 610.
  • the server 200 realizes a scenario conversation with the user U by combining the conversation between the first conversation information 310 and the second conversation information 320 based on the scenario information 300.
  • the server 200 can collect the answer information 500 obtained by the chat with the user U and the directional conversation in association with the displayed conversation.
  • the server 200 executes the conversation of the scenario numbers SN1 and SN2, and creates the log information 330 indicating that the subsequent scenario conversations are not executed.
  • FIG. 6 is a diagram showing an example of the configuration of the electronic device 100 according to the embodiment.
  • the electronic device 100 includes a display unit 110, an operation unit 120, an output unit 130, a sensor unit 140, a communication unit 150, a storage unit 160, and a control unit 170.
  • the control unit 170 is electrically connected to the display unit 110, the operation unit 120, the output unit 130, the sensor unit 140, the communication unit 150, the storage unit 160, and the like.
  • the display unit 110 has, for example, a display panel such as a liquid crystal display (Liquid Crystal Display) or an organic EL display (Organic Electro-Luminence Display).
  • the display unit 110 can display information such as characters, figures, and images according to the signal input from the control unit 170.
  • the information displayed by the display unit 110 includes various information such as the first conversation information 310, the second conversation information 320, and the response information 500 described above.
  • the operation unit 120 has one or more devices for accepting user operations.
  • Devices for accepting user operations include, for example, keys, buttons, touch screens, and the like.
  • the operation unit 120 can supply a signal corresponding to the received operation to the control unit 170.
  • the output unit 130 can output a sound signal input from the control unit 170 as sound.
  • the output unit 130 has, for example, a stereo speaker, a surround speaker, and the like.
  • the output unit 130 can output a monaural signal, a stereo signal, a surround signal, or the like input from the control unit 170 to the outside.
  • the sensor unit 140 can acquire various acquired information such as sounds and images related to the user U and the surroundings.
  • the sensor unit 140 includes, for example, a camera, a microphone, and the like.
  • the sensor unit 140 may include various sensors such as a geomagnetic sensor, a touch sensor, an infrared sensor, a temperature sensor, and a humidity sensor.
  • the sensor unit 140 can supply the acquired acquired information to the control unit 170.
  • the sensor unit 140 can supply the control unit 170 with acquired information indicating the voice of the user U acquired by the microphone.
  • the sensor unit 140 can supply the control unit 170 with acquired information indicating the image, video, etc. of the user U acquired by the camera.
  • the communication unit 150 can communicate with, for example, a server 200, another electronic device 100, and the like.
  • the communication unit 150 can support various communication standards.
  • the communication unit 150 can transmit and receive various information via, for example, a wired or wireless network.
  • the communication unit 150 can supply the received information to the control unit 170.
  • the communication unit 150 can transmit information to the destination specified by the control unit 170.
  • the storage unit 160 can store programs and data.
  • the storage unit 160 is also used as a work area for temporarily storing the processing result of the control unit 170.
  • the storage unit 160 may include any non-transitory storage medium such as a semiconductor storage medium and a magnetic storage medium.
  • the storage unit 160 may include a plurality of types of storage media.
  • the storage unit 160 may include a combination of a portable storage medium such as a memory card, an optical disk, or a magneto-optical disk, and a reading device for the storage medium.
  • the storage unit 160 may include a storage device used as a temporary storage area such as a RAM (Random Access Memory).
  • the storage unit 160 can store, for example, the program 161 and the first conversation information 310, the second conversation information 320, the answer information 500, and the like.
  • the program 161 includes an application and a control program that supports the operation of the application.
  • the application can provide, for example, a function for realizing a conversation with the user U in cooperation with the server 200.
  • the application causes, for example, display a screen on the display unit 110, and causes the control unit 170 to execute a process according to a gesture detected via the touch screen of the operation unit 120.
  • the control program is, for example, an OS.
  • the application and control program may be installed in the storage unit 160 via wireless communication by the communication unit 150 or a non-transient storage medium.
  • the first conversation information 310 includes, for example, information indicating a conversation such as a chat received from the server 200 and a plurality of options corresponding to the conversation.
  • the second conversation information 320 includes, for example, information indicating a directional conversation received from the server 200 and a plurality of options corresponding to the conversation.
  • the answer information 500 includes, for example, information indicating the answer of the user U acquired via the operation unit 120.
  • the storage unit 160 can store the first conversation information 310, the second conversation information 320, the answer information 500, and the like in chronological order.
  • the control unit 170 is an arithmetic processing device.
  • the arithmetic processing unit includes, for example, a CPU (Central Processing Unit), a System (System-on-a-Chip), an MCU (Micro Control Unit), an FPGA (Field-Programmable Gate Array), and a coprocessor. Not limited.
  • the control unit 170 comprehensively controls the operation of the electronic device 100 to realize various functions.
  • control unit 170 executes an instruction included in the program 161 stored in the storage unit 160 while referring to the information stored in the storage unit 160 as necessary. Then, the control unit 170 controls the functional unit according to the data and the instruction, thereby realizing various functions.
  • the functional unit includes, but is not limited to, for example, a display unit 110, an operation unit 120, an output unit 130, a sensor unit 140, and a communication unit 150.
  • the control unit 170 causes the display unit 110 to display a message indicating the conversations, options, etc.
  • the control unit 170 detects the user U's selection for the option via the operation unit 120, the control unit 170 controls to transmit the response information 500 indicating the selection result of the option to the server 200.
  • the functional configuration example of the electronic device 100 according to the present embodiment has been described above.
  • the above configuration described with reference to FIG. 6 is merely an example, and the functional configuration of the electronic device 100 according to the present embodiment is not limited to such an example.
  • the functional configuration of the electronic device 100 according to the present embodiment can be flexibly modified according to specifications and operations.
  • FIG. 7 is a diagram showing an example of the configuration of the server 200 according to the embodiment.
  • the server 200 includes a display unit 210, an operation unit 220, a communication unit 230, a storage unit 240, and a control unit 250.
  • the control unit 250 is electrically connected to the display unit 210, the operation unit 220, the communication unit 230, the storage unit 240, and the like.
  • the display unit 210 is configured to be able to display various information under the control of the control unit 250.
  • the display unit 210 has, for example, a display panel such as a liquid crystal display or an organic EL display.
  • the display unit 210 displays information such as characters, figures, and images according to the signal input from the control unit 250.
  • the operation unit 220 has one or more devices for accepting user operations.
  • Devices for accepting user operations include, for example, keys, buttons, touch screens, and the like.
  • the operation unit 220 can supply a signal corresponding to the received operation to the control unit 250.
  • the communication unit 230 can communicate with, for example, an electronic device 100, another communication device, or the like.
  • the communication unit 230 can support various communication standards.
  • the communication unit 230 can transmit and receive various information via, for example, a wired or wireless network.
  • the communication unit 230 can supply the received information to the control unit 250.
  • the communication unit 230 can transmit information to the destination specified by the control unit 250.
  • the storage unit 240 can store programs and data.
  • the storage unit 240 is also used as a work area for temporarily storing the processing result of the control unit 250.
  • the storage unit 240 may include any non-transient storage medium such as a semiconductor storage medium and a magnetic storage medium.
  • the storage unit 240 may include a plurality of types of storage media.
  • the storage unit 240 may include a combination of a portable storage medium such as a memory card, an optical disk, or a magneto-optical disk, and a reading device for the storage medium.
  • the storage unit 240 may include a storage device used as a temporary storage area such as a RAM.
  • the storage unit 240 can store, for example, a program 241, a scenario information 300, a first conversation information 310, a second conversation information 320, a log information 330, an answer information 500, and the like.
  • the program 241 causes the control unit 250 to execute various control-related functions for realizing a conversation with the user U in cooperation with the electronic device 100.
  • the scenario information 300 is information indicating a scenario, a rule, and the like of a conversation between the user U and the server 200.
  • the storage unit 240 may realize a database by storing a plurality of first conversation information 310 and second conversation information 320, or store the first conversation information 310 and the second conversation information 320 acquired from the database. You may.
  • the log information 330 includes, for example, information indicating a log of a conversation, a question, an answer, a response, and the like.
  • the response information 500 is, for example, information received from the electronic device 100 via the communication unit 230.
  • the response information 500 is associated with, for example, information that can identify the user U, the electronic device 100, and the like.
  • the control unit 250 is an arithmetic processing device. Arithmetic processing devices include, but are not limited to, for example, CPUs, SoCs, MCUs, FPGAs, and coprocessors. The control unit 250 can comprehensively control the operation of the server 200 and realize various functions.
  • control unit 250 can execute an instruction included in the program 241 stored in the storage unit 240 while referring to the information stored in the storage unit 240 as necessary. Then, the control unit 250 can control the function unit according to the data and the instruction, thereby realizing various functions.
  • the functional unit includes, but is not limited to, the display unit 210 and the communication unit 230, for example.
  • the control unit 250 has functional units such as a discrimination unit 251, a determination unit 252, a question unit 253, a counting unit 254, and an output control unit 255.
  • the control unit 250 realizes functions such as a discrimination unit 251, a determination unit 252, a question unit 253, a counting unit 254, and an output control unit 255 by executing the program 241.
  • the program 241 is a program for making the control unit 250 of the server 200 function as a discrimination unit 251, a determination unit 252, a question unit 253, a counting unit 254, and an output control unit 255.
  • the discrimination unit 251 determines whether the answer to the question obtained from the user U is the first type of answer or the second type of answer.
  • the determination unit 251 determines whether the answer is the first type of answer or the second type of answer, based on, for example, the response information of the user U acquired via the electronic device 100.
  • the first type of answer includes, for example, change talk.
  • the change talk includes all statements in favor of the changes expressed by User U himself.
  • the second type of answer includes, for example, maintenance talk.
  • the maintenance talk includes, for example, all of the status quo statements against change.
  • FIG. 8 is a diagram for explaining an example of the change talk and the maintenance talk according to the embodiment.
  • the change talk includes, for example, a preparatory change talk and an execution change talk.
  • the preparatory change talk includes, for example, the remark of the user U, which is unlikely to cause behavior change but causes the execution change talk.
  • Execution change talk includes, for example, a statement that is a sign of actual execution.
  • Preparation change talk includes, for example, classification of desires, abilities, reasons, needs, etc.
  • Wishes include, for example, change talks such as wanting to lose weight.
  • the maintenance talk for the change talk of desire includes, for example, remarks such as not wanting to exercise.
  • Abilities include change talks, such as being able to walk.
  • the maintenance talk for the ability change talk includes, for example, remarks such as being healthy without exercising.
  • Reasons include, for example, change talk such as losing weight by exercising.
  • the maintenance talk for the change talk of the reason includes remarks such as, for example, that there is no time to exercise. Needs include, for example, change talks such as being idempotent by summer.
  • the maintenance talk for the change talk of needs includes remarks such as the need for rest rather than exercise.
  • Execution change talk includes classifications such as commitment, activation, and stepping.
  • Commitments include change talks, such as exercising from tomorrow.
  • Maintenance talks for commitment change talks include, for example, remarks such as quitting a diet.
  • Activation includes, for example, change talks such as being willing to go on a diet.
  • the maintenance talk for the activation change talk includes, for example, remarks such as not being willing to exercise.
  • Stepping includes change talk, such as buying shoes for exercise.
  • Maintenance talks for step-by-step change talks include, for example, remarks such as resting exercise.
  • Change talk and maintenance talk are usually mixed.
  • the probability of behavior change increases when the number of remarks in change talk exceeds the number of remarks in maintenance talk. Therefore, in this disclosure, by strengthening the change talk, the number of remarks of the change talk is increased more than that of the maintenance talk.
  • the second conversation information 320 having directivity sets an answer corresponding to each of the preparation change talk, the execution change talk, and the maintenance talk as the answer item D2.
  • the discrimination unit 251 can discriminate in detail the answer to the question acquired from the user U.
  • the discrimination unit 251 determines whether the answer of the user U is a change talk or a maintenance talk.
  • the determination unit 251 refers to, for example, a database of change talk and maintenance talk, and determines whether the answer is change talk or maintenance talk.
  • the discrimination unit 251 may be configured to discriminate the answers by using, for example, a trained program in which the teacher data of the change talk answer and the maintenance talk answer are machine-learned.
  • the discrimination unit 251 stores the discrimination result in the storage unit 240.
  • the determination unit 252 determines whether to maintain the phase of the user currently in the first phase in the first phase or to shift to the second phase based on the determination result by the determination unit 251. Maintaining the first phase means, for example, not shifting from the current phase to another phase. Moving to the second phase means, for example, moving from the current phase to the next or previous phase. The determination unit 252 determines to move to the second phase when the discrimination result of the discrimination unit 251 is the answer of the first type, and when the discrimination result of the discrimination unit 251 is the answer of the second type. , Determine to maintain the first phase.
  • the determination unit 252 determines whether to maintain the phase of the user U in the first phase or shift to the second phase based on the determination result of the determination unit 251 in the predetermined period.
  • the predetermined period includes an arbitrary period such as, for example, one week or three days.
  • the determination unit 252 maintains the phase of the user U in the first phase based on the ratio of the number of the first type of answers and the number of the second type of answers in the answers obtained from the user U. Decide whether to do so or move to the second phase.
  • the determination unit 252 determines the number of answers of the first type and the number of answers of the second type in the answer, based on the ratio of the user.
  • the determination unit 252 determines whether to maintain the phase of the user U in the first phase or shift to the second phase based on the number or ratio of the execution change talks acquired from the user U.
  • Question unit 253 presents a question about the problem to user U.
  • the question unit 253 presents the question by transmitting the information of the question set in the question item D1 described above to the electronic device 100 and outputting the information to the electronic device 100.
  • the question unit 253 presents a question corresponding to the current phase and for obtaining an answer from the user U.
  • the decision unit 252 maintains the user U's phase in the first phase or shifts to the second phase based on whether the answer to the question by the question unit 253 is the second type of answer. To decide. The decision unit 252 decides whether to keep the user's phase in the first phase or move to the second phase based on the number of positive answers to the question. When the number of positive answers to the question is the number in which the behavior change of the user U in the phase is established, the determination unit 252 shifts the phase of the user U to the second phase. As the number in which the behavior change of the user U in the phase is established, for example, an arbitrary number can be set as an experimental result.
  • the counting unit 254 counts the number of times the confirmation conversation continues with the user U.
  • the confirmation conversation includes, for example, a conversation for determining whether or not the user U is a conversation.
  • the counting unit 254 counts, for example, the number of times the confirmation conversation in Phase 1 and the user U's response to the confirmation conversation. For example, in Phase 1, when a predetermined number of responses to the confirmation dialogue are obtained, the server 200 can determine that the conversation is established.
  • the predetermined number of times includes, for example, an arbitrary number of times such as 5 times and 10 times.
  • the counting unit 254 stores the counted result in the storage unit 240.
  • the determination unit 252 executes a process of determining whether to maintain the phase of the user U in the first phase or to shift to the second phase when the counting result of the counting unit 254 satisfies the determination condition.
  • the determination condition includes, for example, a condition of 10 or more answers in Phase 1.
  • the output control unit 255 outputs the conversation information for outputting the conversation corresponding to the phase to the electronic device 100 that can be operated by the user U.
  • the electronic device 100 that can be operated by the user U includes, for example, an electronic device 100 owned by the user U, an electronic device 100 that the user U can log in to, and the like.
  • the output control unit 255 instructs the electronic device 100 to output the conversation information via the communication unit 230, so that the electronic device 100 outputs the conversation information.
  • the output control unit 255 causes the electronic device 100 of the user U to output the first conversation information 310 and then outputs the second conversation information 320.
  • the output control unit 255 causes the electronic device 100 of the user U to output the first conversation information 310, then output the second conversation information 320, output the second conversation information 320, and then different first conversation information. Is output. That is, the output control unit 255 can realize a dialogue with the user U in a scenario conversation in which a chat, a directional conversation, and a chat are set as one set.
  • the output control unit 255 When the output control unit 255 outputs the first conversation information 310 at the time of the previous login of the user U, the output control unit 255 does not output the first conversation information 310 to the electronic device 100 based on the log information 330 at the time of the current login.
  • the first conversation information 310 or the second conversation information 320 is output to the electronic device 100.
  • the user U may log in to the same time segment again after the conversation in the time segment ends. In this case, since the output control unit 255 can avoid outputting the same conversation information, it is possible to suppress the user U from feeling annoyed by the conversation.
  • the output control unit 255 selects the first conversation information 310 and the second conversation information 320 based on the time division of the current time.
  • the output control unit 255 selects the first conversation information 310 that draws out the impression of the day from the user U.
  • the first conversation information 310 that draws out the impression of the day is, for example, conversation information including a conversation that asks the impression of the day.
  • the output control unit 255 causes the electronic device 100 to output the first conversation indicating that the user U is waiting for a predetermined time.
  • the planned number can be arbitrarily set for each of a plurality of phases, for example.
  • the output control unit 255 causes the electronic device 100 to output the first conversation information 310, which is not output by the electronic device 100 of the user U, among the plurality of first conversation information 310s.
  • the output control unit 255 extracts the first conversation information 310 that has not been output from the storage unit 240 based on the log information 330, and causes the electronic device 100 to output the first conversation information 310.
  • the functional configuration example of the server 200 according to the present embodiment has been described above.
  • the above configuration described with reference to FIG. 7 is merely an example, and the functional configuration of the server 200 according to the present embodiment is not limited to such an example.
  • the functional configuration of the server 200 according to this embodiment can be flexibly modified according to specifications and operations.
  • FIG. 9 is a flowchart showing an example of output control executed by the server 200 according to the embodiment.
  • the processing procedure shown in FIG. 9 is realized by the control unit 250 of the server 200 executing the program 241.
  • the processing procedure shown in FIG. 9 is executed at the timing when the user U logs in to the server 200 from the electronic device 100 or the like.
  • the control unit 250 of the server 200 determines whether or not the time division is morning (step S100). For example, when the current time is the morning time division, the control unit 250 determines that the time division is the morning. When the control unit 250 determines that the time division is morning (Yes in step S100), the control unit 250 advances the process to step S200.
  • the control unit 250 executes conversation processing in the morning in the time division (step S200).
  • the conversation process whose time division is morning includes, for example, a process of outputting the first conversation information 310 and the second conversation information 320 whose time division is suitable for the morning to the electronic device 100 in the order of scenario conversation.
  • FIG. 10 is a flowchart showing an example of the morning conversation process shown in FIG.
  • the control unit 250 executes a conversation process of a morning greeting based on the first conversation information 310 (step S201). For example, the control unit 250 randomly extracts the first conversation information 310 suitable for the current date and time from the plurality of first conversation information 310s indicating greetings, and outputs the output of the first conversation information 310 to the electronic device 100. Executes the process instructed to. When the output of the first conversation information 310 is completed, the control unit 250 creates log information 330 that can identify the first conversation information 310 and the date and time when the first conversation information 310 was output. When the process of step S201 is completed, the control unit 250 advances the process to step S202.
  • the control unit 250 determines whether or not the chat has been completed (step S202). For example, when the log information 330 indicates that the first conversation information 310 of the chat is output in the morning time division on the same date, the control unit 250 determines that the chat has been completed. When the control unit 250 determines that the chat has not been completed (No in step S202), the control unit 250 proceeds to the process in step S203.
  • the control unit 250 executes the conversation process of the chat based on the first conversation information 310 (step S203). For example, the control unit 250 extracts the first conversation information 310 that has not been output or has passed a certain period of time since it was output from the plurality of first conversation information 310s indicating chats, and the first conversation. A process of instructing the electronic device 100 to output the information 310 is executed. When the output of the first conversation information 310 is completed, the control unit 250 creates log information 330 that can identify the first conversation information 310 and the date and time when the first conversation information 310 was output. When the process of step S203 is completed, the control unit 250 advances the process to step S204.
  • the control unit 250 executes the conversation process of the directional conversation (1) based on the second conversation information 320 (step S204). For example, the control unit 250 acquires the second conversation information 320 corresponding to the directional conversation (1) based on the scenario information 300 corresponding to the phase of the user U, and asks, answers, and answers the second conversation information 320. A process of instructing the electronic device 100 to output the response is executed. When the output of the second conversation information 320 is completed, the control unit 250 creates the log information 330 that can identify the date and time when the directional conversation (1) is output. When the process of step S204 is completed, the control unit 250 advances the process to step S205.
  • the control unit 250 executes the conversation process of the directional conversation (2) based on the second conversation information 320 (step S205). For example, the control unit 250 acquires the second conversation information 320 corresponding to the next directional conversation (2) of the directional conversation (1) based on the scenario information 300, and asks the question of the second conversation information 320. A process of instructing the electronic device 100 to output an answer and a response is executed. When the output of the second conversation information 320 is completed, the control unit 250 creates the log information 330 that can identify the date and time when the directional conversation (2) is output. When the process of step S205 is completed, the control unit 250 advances the process to step S206.
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S206). For example, the control unit 250 acquires the second conversation information 320 corresponding to the next directional conversation (3) of the directional conversation (2) based on the scenario information 300, and asks the question of the second conversation information 320. A process of instructing the electronic device 100 to output an answer and a response is executed. When the output of the second conversation information 320 is completed, the control unit 250 creates the log information 330 that can identify the date and time when the directional conversation (3) is output. When the process of step S206 is completed, the control unit 250 advances the process to step S207.
  • the control unit 250 executes the conversation process of the ending greeting based on the first conversation information 310 (step S207). For example, the control unit 250 randomly extracts the first conversation information 310 suitable for the current date and time from the plurality of first conversation information 310 indicating the ending greeting, and electronically outputs the output of the first conversation information 310. The process instructed to the device 100 is executed. When the output of the first conversation information 310 is completed, the control unit 250 creates log information 330 that can identify the first conversation information 310 and the date and time when the first conversation information 310 was output. When the processing of step S207 is completed, the control unit 250 ends the processing procedure shown in FIG. 10 and returns to the processing of step S200 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (1) has been completed (step S208). For example, when the log information 330 of the user U indicates that the directional conversation (1) has been output, the control unit 250 determines that the directional conversation (1) has been completed.
  • step S204 executes the conversation processing of the directional conversation (1) based on the second conversation information 320 (step S204).
  • the control unit 250 executes the conversation processing of the directional conversation (2) based on the second conversation information 320 (step S205).
  • the control unit 250 executes the conversation processing of the directional conversation (3) based on the second conversation information 320 (step S206). That is, the control unit 250 sequentially executes the conversation processing of the directional conversation (1), the directional conversation (2), and the directional conversation (3) without executing the conversation processing of the chat of the executed step S203. ..
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S207).
  • step S207 the control unit 250 ends the processing procedure shown in FIG. 10 and returns to the processing of step S200 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (2) has been completed (step S209). For example, when the log information 330 of the user U indicates that the directional conversation (2) has been output, the control unit 250 determines that the directional conversation (2) has been completed.
  • step S205 When the control unit 250 determines that the directional conversation (2) has not been completed (No in step S209), the control unit 250 proceeds to step S205, which has already described the process.
  • the control unit 250 executes the conversation processing of the directional conversation (2) based on the second conversation information 320 (step S205).
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 indicated by the scenario information 300 (step S206). That is, the control unit 250 performs the conversation processing of the directional conversation (2) and the directional conversation (3) without executing the chat processing of the executed step S203 and the conversation processing of the directional conversation (1) of the step S204. Execute sequentially.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S207). When the processing of step S207 is completed, the control unit 250 ends the processing procedure shown in FIG. 10 and returns to the processing of step S200 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (3) has been completed (step S210). For example, when the log information 330 of the user U indicates that the directional conversation (3) has been output, the control unit 250 determines that the directional conversation (3) has been completed.
  • step S210 When the control unit 250 determines that the directional conversation (3) has not been completed (No in step S210), the control unit 250 proceeds to step S206, which has already described the process.
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 indicated by the scenario information 300 (step S206). That is, the control unit 250 does not execute the conversation processing of the executed chat in step S203, the directional conversation (1) in step S204, and the directional conversation (2) in step S205, and the directional conversation (3). Performs conversation processing only.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S207). When the processing of step S207 is completed, the control unit 250 ends the processing procedure shown in FIG. 10 and returns to the processing of step S200 shown in FIG.
  • step S211 executes a process for prompting the user U to wait (step S211).
  • the process of prompting the standby is, for example, a process of outputting the information for prompting the electronic device 100 to wait until the directional conversation (1) to the directional conversation (3) is completed and the process shifts to the next phase. Etc. are included.
  • step S211 ends the processing procedure shown in FIG. 10 and returns to the processing of step S200 shown in FIG.
  • step S200 when the processing of step S200 is completed, the control unit 250 ends the processing procedure shown in FIG.
  • step S300 determines whether or not the time division is daytime. For example, when the current time is a daytime time division, the control unit 250 determines that the time division is daytime. When the control unit 250 determines that the time division is daytime (Yes in step S300), the control unit 250 advances the process to step S400.
  • the control unit 250 executes a conversation process whose time division is daytime (step S400).
  • the conversation process whose time division is daytime includes, for example, a process of outputting the first conversation information 310 and the second conversation information 320 whose time division is suitable for daytime to the electronic device 100 in the order of scenario conversation.
  • FIG. 11 is a flowchart showing an example of the daytime conversation process shown in FIG.
  • the control unit 250 executes the conversation process of the daytime greeting based on the first conversation information 310 (step S401). For example, the control unit 250 randomly extracts the first conversation information 310 suitable for the current date and time from the plurality of first conversation information 310s indicating greetings, and outputs the output of the first conversation information 310 to the electronic device 100. Executes the process instructed to. When the output of the first conversation information 310 is completed, the control unit 250 creates log information 330 that can identify the first conversation information 310 and the date and time when the first conversation information 310 was output. When the process of step S401 is completed, the control unit 250 advances the process to step S402.
  • the control unit 250 executes the AB test process (step S402).
  • the AB test is a test in which two different patterns of Web pages are prepared and actually used by the user U to compare the effects.
  • the control unit 250 causes the user U to use the AB test by executing the AB test process, and stores the result information indicating the obtained effect in the storage unit 240 in association with the user U.
  • the control unit 250 advances the process to step S403.
  • the control unit 250 determines whether or not the directional conversation (1) has been completed (step S403). For example, when the log information 330 of the user U indicates that the directional conversation (1) has been output, the control unit 250 determines that the directional conversation (1) has been completed. When the control unit 250 determines that the directional conversation (1) has not been completed (No in step S403), the control unit 250 advances the process to step S404.
  • the control unit 250 executes the conversation process of the directional conversation (1) based on the second conversation information 320 (step S404). Since the conversation process of the directional conversation (1) is the same as the process of step S204 shown in FIG. 10, the description thereof will be omitted. When the process of step S404 is completed, the control unit 250 advances the process to step S405.
  • the control unit 250 executes the conversation process of the directional conversation (2) based on the second conversation information 320 (step S405). Since the conversation process of the directional conversation (2) is the same as the process of step S205 shown in FIG. 10, the description thereof will be omitted. When the process of step S405 is completed, the control unit 250 advances the process to step S406.
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S406). Since the conversation process of the directional conversation (3) is the same as the process of step S206 shown in FIG. 10, the description thereof will be omitted. When the process of step S406 is completed, the control unit 250 advances the process to step S407.
  • the control unit 250 executes the conversation process of the ending greeting based on the first conversation information 310 (step S407). Since the conversation process of the closing greeting is the same as the process of step S207 shown in FIG. 10, the description thereof will be omitted.
  • the control unit 250 ends the processing procedure shown in FIG. 11 and returns to the processing of step S400 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (2) has been completed (step S408). For example, when the log information 330 of the user U indicates that the directional conversation (2) has been output, the control unit 250 determines that the directional conversation (2) has been completed.
  • step S405 executes the conversation processing of the directional conversation (2) based on the second conversation information 320 (step S405).
  • the control unit 250 executes the conversation processing of the directional conversation (3) based on the second conversation information 320 (step S406). That is, the control unit 250 sequentially executes the conversation processing of the directional conversation (2) and the directional conversation (3) without executing the conversation processing of the directional conversation (1) in the executed step S404.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S407). When the processing of step S407 is completed, the control unit 250 ends the processing procedure shown in FIG. 11 and returns to the processing of step S400 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (3) has been completed (step S409). For example, when the log information 330 of the user U indicates that the directional conversation (3) has been output, the control unit 250 determines that the directional conversation (3) has been completed.
  • step S406 executes the conversation processing of the directional conversation (3) based on the second conversation information 320 (step S406). That is, the control unit 250 does not execute the conversation processing of the directional conversation (1) in step S404 and the directional conversation (2) in step S405, but executes only the conversation processing of the directional conversation (3). do.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S407). When the processing of step S407 is completed, the control unit 250 ends the processing procedure shown in FIG. 11 and returns to the processing of step S400 shown in FIG.
  • step S410 determines that the directional conversation (3) has been completed (Yes in step S409)
  • the control unit 250 proceeds to the process in step S410.
  • the control unit 250 executes a process for prompting the user U to wait (step S410).
  • step S410 ends the processing procedure shown in FIG. 11 and returns to the processing of step S400 shown in FIG.
  • step S400 when the processing of step S400 is completed, the control unit 250 ends the processing procedure shown in FIG.
  • step S500 determines whether or not the time division is night. For example, if the current time is a night time division, the control unit 250 determines that the time division is night. When the control unit 250 determines that the time division is night (Yes in step S500), the control unit 250 advances the process to step S600.
  • the control unit 250 executes a conversation process whose time division is night (step S600).
  • the conversation process whose time division is night includes, for example, a process of outputting the first conversation information 310 and the second conversation information 320 whose time division is suitable for night to the electronic device 100 in the order of scenario conversation.
  • FIG. 12 is a flowchart showing an example of the night conversation process shown in FIG.
  • the control unit 250 executes the conversation process of the evening greeting based on the first conversation information 310 (step S601). For example, the control unit 250 randomly extracts the first conversation information 310 suitable for the current date and time from the plurality of first conversation information 310 indicating the greeting at night, and electronically outputs the output of the first conversation information 310. The process instructed to the device 100 is executed. When the output of the first conversation information 310 is completed, the control unit 250 creates log information 330 that can identify the first conversation information 310 and the date and time when the first conversation information 310 was output. When the process of step S601 is completed, the control unit 250 advances the process to step S602.
  • the control unit 250 determines whether or not the impression of the day has been completed (step S602). For example, if the log information 330 indicates that the control unit 250 is executing the process of extracting the impression of the day on the same date, it is determined that the impression of the day has been completed. When the control unit 250 determines that the impression of the day has not been completed (No in step S602), the process proceeds to step S603.
  • the control unit 250 executes a process of drawing out the impression of the day (step S603).
  • the control unit 250 causes the electronic device 100 to output conversation information or the like asking the user U about the impression of the day by executing a process of drawing out the impression of the day.
  • the control unit 250 stores in the storage unit 240 the impression information indicating the impression of the day acquired from the user U via the electronic device 100.
  • the control unit 250 creates the log information 330 that can identify that the process of drawing out the impression of the day has been executed.
  • the control unit 250 advances the process to step S604.
  • the control unit 250 executes the conversation process of the directional conversation (1) based on the second conversation information 320 (step S604). Since the conversation process of the directional conversation (1) is the same as the process of step S204 shown in FIG. 10, the description thereof will be omitted. When the process of step S604 is completed, the control unit 250 advances the process to step S605.
  • the control unit 250 executes the conversation process of the directional conversation (2) based on the second conversation information 320 (step S605). Since the conversation process of the directional conversation (2) is the same as the process of step S205 shown in FIG. 10, the description thereof will be omitted. When the process of step S605 is completed, the control unit 250 advances the process to step S606.
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S606). Since the conversation process of the directional conversation (3) is the same as the process of step S206 shown in FIG. 10, the description thereof will be omitted. When the process of step S606 is completed, the control unit 250 advances the process to step S607.
  • the control unit 250 executes the conversation process of the ending greeting based on the first conversation information 310 (step S607). Since the conversation process of the closing greeting is the same as the process of step S207 shown in FIG. 10, the description thereof will be omitted.
  • the control unit 250 ends the processing procedure shown in FIG. 12 and returns to the processing of step S600 shown in FIG.
  • step S602 determines whether or not the impression of the day has been completed (Yes in step S602).
  • step S608 determines whether or not the directional conversation (1) has been completed. For example, when the log information 330 of the user U indicates that the directional conversation (1) has been output, the control unit 250 determines that the directional conversation (1) has been completed.
  • step S604 executes the conversation process of the directional conversation (1) based on the second conversation information 320 (step S604).
  • the control unit 250 executes the conversation processing of the directional conversation (2) based on the second conversation information 320 (step S605).
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S606). That is, the control unit 250 performs the conversation processing of the directional conversation (1), the directional conversation (2), and the directional conversation (3) without executing the process of drawing out the impression of the day of the executed step S603. Execute sequentially.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S607).
  • step S607 the control unit 250 ends the processing procedure shown in FIG. 12 and returns to the processing of step S600 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (2) has been completed (step S609). For example, when the log information 330 of the user U indicates that the directional conversation (2) has been output, the control unit 250 determines that the directional conversation (2) has been completed.
  • step S605 When the control unit 250 determines that the directional conversation (2) has not been completed (No in step S609), the control unit 250 proceeds to step S605 already described.
  • the control unit 250 executes the conversation processing of the directional conversation (2) based on the second conversation information 320 (step S605).
  • the control unit 250 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S606). That is, the control unit 250 does not execute the process of drawing out the impression of the day in step S603 and the conversation process of the directional conversation (1) in step S204, but the directional conversation (2) and the directional conversation ( 3) Conversation processing is executed in sequence.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S607).
  • step S607 When the processing of step S607 is completed, the control unit 250 ends the processing procedure shown in FIG. 12 and returns to the processing of step S600 shown in FIG.
  • control unit 250 determines whether or not the directional conversation (3) has been completed (step S610). For example, when the log information 330 of the user U indicates that the directional conversation (3) has been output, the control unit 250 determines that the directional conversation (3) has been completed.
  • step S606 executes the conversation process of the directional conversation (3) based on the second conversation information 320 (step S606). That is, the control unit 250 does not execute the process of drawing out the conversation of the day of the executed step S603, the conversation process of the directional conversation (1) of the step S604 and the conversation process of the directional conversation (2) of the step S605, and is oriented. Only the conversation processing of sexual conversation (3) is executed.
  • the control unit 250 executes a conversation process of the ending greeting based on the first conversation information 310 (step S607). When the processing of step S607 is completed, the control unit 250 ends the processing procedure shown in FIG. 12 and returns to the processing of step S600 shown in FIG.
  • step S610 when the control unit 250 determines that the directional conversation (3) has been completed (Yes in step S610), the control unit 250 proceeds to the process in step S611.
  • the control unit 250 executes a process for prompting the user U to wait (step S611).
  • step S611 the control unit 250 ends the processing procedure shown in FIG. 12 and returns to the processing of step S600 shown in FIG.
  • step S600 when the processing of step S600 is completed, the control unit 250 ends the processing procedure shown in FIG.
  • control unit 250 determines that the time division is not night (No in step S500)
  • the control unit 250 ends the processing procedure shown in FIG.
  • the server 200 described above has the first conversation information 310 indicating the first conversation having at least one directivity and the second conversation information 320 indicating the second conversation having at least one directivity. Can be stored in the storage unit 240.
  • the server 200 can cause the electronic device 100 of the user U to output the first conversation information 310 and then output the second conversation information 320.
  • the server 200 can realize a conversation with the user U by combining a conversation having no directivity and a conversation having the directivity, so that the personal information of the user U can be used in a natural conversation. I can hear it.
  • the server 200 causes the electronic device 100 of the user U to output the first conversation information 310, then output the second conversation information 320, output the second conversation information 320, and then output different first conversation information 310. It can be output.
  • the server 200 can alleviate the feeling of caution by sandwiching the conversation having directivity between the conversations having no directivity, so that the personal information of the user U can be relaxed. Can be heard in a natural conversation.
  • the server 200 has a question item D1 including a question content for the user U, an answer item D2 including a plurality of answers selected by the user U, and a response item D3 including a response to the answer selected by the user U.
  • the 1 conversation information 310 and the 2nd conversation information 320 can be output to the electronic device 100.
  • the server 200 can ask the user U to select the answer, so that the user's information can be heard as the answer.
  • the server 200 can store the log information 330 indicating at least one of the first conversation information 310 and the second conversation information 320 output to the electronic device 100 in the storage unit 240.
  • the server 200 outputs the first conversation information 310 at the time of the previous login of the user U, the first conversation information 310 is not output to the electronic device 100 at the time of the current login based on the log information 330.
  • the conversation information 310 or the second conversation information 320 can be output to an electronic device.
  • the server 200 can prevent the user U from getting tired of the dialogue with the server 200 by not outputting the same conversation information to the electronic device 100, so that the personal information of the user U can be heard in a natural conversation. You can get an opportunity.
  • the server 200 can select the first conversation information 310 and the second conversation information 320 based on the time division of the current time. As a result, the server 200 can give the user U a sense of familiarity by outputting the first conversation information 310 and the second conversation information 320 according to the time division to the electronic device 100, and information about the user U. Can be improved in the possibility of hearing.
  • the server 200 can select the first conversation information 310 that draws out the impression of the day from the user U. As a result, the server 200 can hear the information of the user U in one day by having the electronic device 100 output the first conversation information 310 that draws out the impression of the day when the time division becomes night.
  • the server 200 can have the electronic device output the first conversation indicating that the user U has waited for a predetermined time. As a result, when the number of conversations with the user U reaches the planned number, the server 200 causes the electronic device 100 to output the conversations connected with the user U, and does not forcibly retrieve the personal information of the user U. , It is possible to suppress a decrease in the relationship with the user U.
  • the server 200 can output the first conversation information 310 including at least one of conversations related to greetings, news, weather, quizzes, and play to the electronic device 100, for example.
  • the server 200 can give the user U a sense of intimacy by realizing a chat with the user U, and thus can improve the possibility of asking for information about the user U.
  • the server 200 can output, for example, the first conversation information 310 including a conversation that changes depending on any of seconds, hours, days, months, or years to the electronic device 100.
  • the server 200 can give the user U a sense of intimacy by realizing a conversation with the user U suitable for the date and time and the season, and thus can improve the possibility of asking for information about the user U. can.
  • the server 200 can output the first conversation information 310, which is not output by the electronic device 100 of the user U, to the electronic device among the plurality of first conversation information 310.
  • the server 200 can give the user U a sense of intimacy by realizing various conversations with the user, and thus can improve the possibility of asking for information about the user U.
  • FIG. 13 is a flowchart showing an example of the transition control of Phase 1 executed by the server 200 according to the embodiment.
  • the processing procedure shown in FIG. 13 is realized by the control unit 250 of the server 200 executing the program 241 when the phase of the user U is the phase 1.
  • the processing procedure shown in FIG. 13 is executed by the control unit 250 every time a predetermined period elapses from the start of the conversation with the user U, for example.
  • the control unit 250 collects the information generated in the phase 1 (step S1101). For example, the control unit 250 collects various information indicating the question to the user U, the answer of the user U, and the like performed in the phase 1 from the log information 330, the answer information 500, and the like stored in the storage unit 240. When the process of step S1101 is completed, the control unit 250 advances the process to step S1102.
  • the control unit 250 counts the number of confirmation conversations in phase 1 (step S1102). For example, the control unit 250 counts the number of times the confirmation conversation continues in Phase 1 based on the number of combinations of the collected questions and answers. When the process of step S1102 is completed, the control unit 250 advances the process to step S1103.
  • the control unit 250 determines whether or not the confirmation conversation is a predetermined number of times or more (step S1103). For example, when the number of times counted in step S1102 is the predetermined number of times or more, the control unit 250 determines that the confirmation conversation is the predetermined number of times or more. In the example shown in FIG. 13, the predetermined number of times is 10. When the control unit 250 determines that the confirmation conversation is a predetermined number of times or more (Yes in step S1103), the conversation with the user U is established, so the process proceeds to step S1104.
  • the control unit 250 shifts from Phase 1 to Phase 2 (step S1104). For example, the control unit 250 shifts (changes) the user's phase from phase 1 to phase 2, and reflects the shift to phase 2 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 2 has been started.
  • the control unit 250 ends the process procedure shown in FIG.
  • control unit 250 determines that the confirmation conversation is not more than a predetermined number of times (No in step S1103), the conversation with the user U is not established, so that the process shown in FIG. 13 is performed without shifting to the phase 2. End the procedure.
  • control unit 250 can automatically shift from the phase 1 related to the user to the phase 2 in which the user U draws out the feelings of improvement by executing the processing procedure shown in FIG.
  • FIG. 14 is a flowchart showing an example of the transition control of Phase 2 executed by the server 200 according to the embodiment.
  • the processing procedure shown in FIG. 14 is realized by the control unit 250 of the server 200 executing the program 241 when the phase of the user U is the phase 2.
  • the processing procedure shown in FIG. 14 is executed by the control unit 250 every time a predetermined period elapses from the start of the conversation with the user U, for example.
  • the control unit 250 collects the information generated in the phase 2 (step S1201). For example, the control unit 250 collects various information indicating the question to the user U, the answer of the user U, and the like performed in the phase 2 from the log information 330, the answer information 500, and the like stored in the storage unit 240.
  • the control unit 250 advances the process to step S1202.
  • a confirmation operation of the number of conversations may be added as in step S1102 of FIG.
  • the control unit 250 may count the number of confirmation conversations such as directional conversations in Phase 2.
  • the control unit 250 may count the number of times the confirmation conversation continues in Phase 2 based on the number of combinations of the collected questions and answers.
  • the control unit 250 may proceed to step S1202.
  • the control unit 250 determines the answer in Phase 2 (step S1202). For example, the control unit 250 compares the answer of the user U whose main theme is weight with the change talk and maintenance talk of the database, and based on the comparison result, whether the answer is a change talk or a maintenance talk. To determine. For example, the control unit 250 may determine the answer by using a trained program in which the teacher data of the change talk answer and the maintenance talk answer are machine-learned. When the control unit 250 determines that the answer is a change talk, the control unit 250 further determines whether the answer is a preparation change talk or an execution change talk, and determines the classification of the change talk. The control unit 250 determines the classification of the change talk by using the database of the preparation change talk and the execution change talk shown in FIG. The control unit 250 stores the determination result of the answer in the storage unit 240 in association with the response information 500. When the process of step S1202 is completed, the control unit 250 advances the process to step S1203.
  • the control unit 250 determines whether or not the preparation change talk is larger than the maintenance talk based on the determination result in step S1202 (step S1203). For example, the control unit 250 determines that the number of preparation change talks is larger than the number of maintenance talks when the number of preparation change talks in the phase 2 is larger than the number of maintenance talks. When the control unit 250 determines that the preparation change talk is larger than the maintenance talk (Yes in step S1203), it is highly possible that the problem of the user U can be drawn out, so the process proceeds to step S1204.
  • a process of asking an important question related to the phase transition such as "Do you consider the problem important?", May be added.
  • step S1204 when the control unit 250 receives the answer that the problem is important (Yes), the process proceeds to step S1204, and the answer that the problem is not important (No) is obtained. In that case, the process may be terminated or the process may be advanced to step S1201. Further, in this case, as a process before ending the process or proceeding to step S1201, the control unit 250 performs a process of changing the intervention point for the user as in step S1206 described later, and after this change process, performs a process. You may proceed to step S1201. In this case, the present disclosure can prevent Phase 2 from being repeated with the same intervention theme.
  • the control unit 250 shifts from Phase 2 to Phase 3 (step S1204). For example, the control unit 250 shifts (changes) the user's phase from phase 2 to phase 3, and reflects the shift to phase 3 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 3 has been started.
  • the control unit 250 ends the process procedure shown in FIG.
  • step S1205 determines whether or not the state in which the preparation change talk is not more than the maintenance talk is continuous for the determination period (step S1205).
  • the determination period can be arbitrarily set, for example, a period of 3 weeks, 1 month, or the like.
  • the determination period may be, for example, the same as the predetermined period or may be longer than the predetermined period.
  • the control unit 250 ends the processing procedure shown in FIG.
  • the processing procedure shown in FIG. 14 may be an operation in which the processing in step S1205 is omitted. That is, if the determination in step S1203 is No, the processing procedure may shift from step S1203 to step S1206.
  • step S1206 the control unit 250 changes the intervention point for the user U (step S1206).
  • the control unit 250 changes the intervention point for the user U from the main theme to the sub-theme, and continues Phase 2 based on the sub-theme. For example, if the main theme is a weight task, the control unit 250 changes to a sub-theme indicating promotion of exercise.
  • the control unit 250 ends the process procedure shown in FIG.
  • control unit 250 automatically shifts from the phase 2 in which the user U draws out the feelings he / she wants to improve to the phase 3 in which the user U can take action by executing the processing procedure shown in FIG. Can be migrated.
  • FIG. 15 is a flowchart showing an example of the transition control of Phase 3 executed by the server 200 according to the embodiment.
  • the processing procedure shown in FIG. 15 is realized by the control unit 250 of the server 200 executing the program 241 when the phase of the user U is the phase 3.
  • the processing procedure shown in FIG. 15 is executed by the control unit 250 every time a predetermined period elapses from the start of the conversation with the user U, for example.
  • the control unit 250 collects the information generated in the phase 3 (step S1301). For example, the control unit 250 collects various information indicating the question to the user U, the answer of the user U, and the like performed in the phase 3 from the log information 330, the answer information 500, and the like stored in the storage unit 240.
  • the control unit 250 advances the process to step S1302.
  • a confirmation operation of the number of conversations may be added as in step S1102 of FIG.
  • the control unit 250 may count the number of confirmation conversations such as directional conversations in Phase 3.
  • the control unit 250 may count the number of times the confirmation conversation continues in Phase 3 based on the number of combinations of the collected questions and answers.
  • the control unit 250 may proceed to step S1302.
  • the control unit 250 determines the answer in Phase 3 (step S1302). For example, the control unit 250 compares the answer of the user U whose main theme is weight with the change talk and maintenance talk of the database, and based on the comparison result, whether the answer is a change talk or a maintenance talk. To determine. For example, the control unit 250 may determine the answer by using a trained program in which the teacher data of the change talk answer and the maintenance talk answer are machine-learned. When the control unit 250 determines that the answer is a change talk, the control unit 250 further determines whether the answer is a preparation change talk or an execution change talk, and determines the classification of the change talk. The control unit 250 determines the classification of the change talk by using the database of the preparation change talk and the execution change talk shown in FIG. The control unit 250 stores the determination result of the answer in the storage unit 240 in association with the response information 500. When the process of step S1302 is completed, the control unit 250 advances the process to step S1303.
  • the control unit 250 determines whether or not the preparation change talk is larger than the maintenance talk based on the determination result in step S1302 (step S1303). For example, the control unit 250 determines that the number of preparation change talks is larger than the number of maintenance talks when the number of preparation change talks in the phase 3 is larger than the number of maintenance talks. When the control unit 250 determines that the preparation change talk is larger than the maintenance talk (Yes in step S1303), the control unit 250 advances the process to step S1304.
  • the control unit 250 determines whether or not the commitment is greater than the maintenance talk based on the determination result in step S1302 (step S1304). For example, the control unit 250 determines that the commitment is greater than the maintenance talk when the classification is greater than the number of execution change talks of the commitment than the number of maintenance talks. When the control unit 250 determines that the commitment is greater than the maintenance talk (Yes in step S1304), the control unit 250 can draw the intention of the commitment to the task from the user U, so the process proceeds to step S1305.
  • a process for asking an important question related to the phase transition such as "Are you confident in completing the behavior change?", May be added. In this case, the control unit 250 proceeds to step S1305 when the answer is confident (Yes), and ends the process when the answer is not confident (No). Alternatively, the process may proceed to step S1301.
  • the control unit 250 shifts from Phase 3 to Phase 4 (step S1305). For example, the control unit 250 shifts (changes) the user's phase from phase 3 to phase 4, and reflects the shift to phase 4 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 4 has been started. When the process of step S1305 is completed, the control unit 250 ends the process procedure shown in FIG.
  • control unit 250 determines that the commitment is not more than the maintenance talk (No in step S1304), it is highly possible that the user U has not triggered the action, so the control unit 250 does not move to the phase 4. , The processing procedure shown in FIG. 15 is terminated.
  • step S1306 determines whether or not the state in which the preparation change talk is not more than the maintenance talk is continuous for the determination period (step S1306).
  • step S1306 ends the processing procedure shown in FIG. In this disclosure, the operation of step S1306 may be omitted. That is, if the determination in step S1303 is No, the processing procedure may shift from step S1303 to step S1307.
  • control unit 250 determines that the determination period is continuous (Yes in step S1306), it determines that it is not the timing of the intervention, and proceeds to the process in step S1307.
  • the control unit 250 shifts from Phase 3 to Phase 2 (step S1307). For example, the control unit 250 shifts (changes) the phase of the user U from the phase 3 to the phase 2, and reflects the shift to the phase 2 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 2 has been started.
  • the control unit 250 ends the process procedure shown in FIG.
  • control unit 250 executes the processing procedure shown in FIG. 15 to give the user U a feeling that the behavior has been changed from the phase 3 showing the opportunity for the user U to take action. Can be automatically migrated to. Further, when the control unit 250 determines that it is not the timing of the intervention based on the response of the user U in the phase 3, the control unit 250 can automatically return from the phase 3 to the phase 2.
  • FIG. 16 is a flowchart showing an example of the transition control of Phase 4 executed by the server 200 according to the embodiment.
  • the processing procedure shown in FIG. 16 is realized by the control unit 250 of the server 200 executing the program 241 when the phase of the user U is the phase 4.
  • the processing procedure shown in FIG. 16 is executed by the control unit 250 every time a predetermined period elapses from the start of the conversation with the user U, for example.
  • the control unit 250 collects the information generated in the phase 4 (step S1401). For example, the control unit 250 collects various information indicating the question to the user U, the answer of the user U, and the like performed in the phase 4 from the log information 330, the answer information 500, and the like stored in the storage unit 240. When the process of step S1401 is completed, the control unit 250 advances the process to step S1402.
  • the control unit 250 determines the answer in Phase 4 (step S1402). For example, the control unit 250 compares the answer of the user U whose main theme is weight with the change talk and maintenance talk of the database, and based on the comparison result, whether the answer is a change talk or a maintenance talk. To determine. For example, the control unit 250 may determine the answer by using a trained program in which the teacher data of the change talk answer and the maintenance talk answer are machine-learned. When the control unit 250 determines that the answer is a change talk, the control unit 250 further determines whether the answer is a preparation change talk or an execution change talk, and determines the classification of the change talk. The control unit 250 determines the classification of the change talk by using the database of the preparation change talk and the execution change talk shown in FIG. The control unit 250 stores the determination result of the answer in the storage unit 240 in association with the response information 500. When the process of step S1402 is completed, the control unit 250 advances the process to step S1403.
  • the control unit 250 determines whether or not the preparation change talk is larger than the maintenance talk based on the determination result in step S1402 (step S1403). For example, the control unit 250 determines that the number of preparation change talks is larger than the number of maintenance talks when the number of preparation change talks in the phase 3 is larger than the number of maintenance talks. When the control unit 250 determines that the preparation change talk is larger than the maintenance talk (Yes in step S1403), the control unit 250 advances the process to step S1404.
  • step S1404 determines whether or not there are more steps than the maintenance talk. For example, the control unit 250 determines that if the number of execution change talks in which the classification is stepped is larger than the number of maintenance talks, the number of stepped steps is greater than the number of maintenance talks. When the control unit 250 determines that the number of steps is not more than the maintenance talk (No in step S1404), the control unit 250 ends the processing procedure shown in FIG. 16 without shifting from the phase 4 to another phase.
  • step S1405 determines whether or not the state in which the number of steps is taken but is greater than the maintenance talk is continuous for the determination period (step S1405). When it is determined that the determination period is not continuous (No in step S1405), the control unit 250 ends the processing procedure shown in FIG. 16 without shifting from the phase 4 to another phase. If the control unit 250 determines that the determination period is continuous (Yes in step S1405), the control unit 250 advances the process to step S1406.
  • the control unit 250 shifts from Phase 4 to Phase 5 (step S1406). For example, the control unit 250 shifts (changes) the user's phase from phase 4 to phase 5, and reflects the shift to phase 5 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 5 has been started. When the process of step S1406 is completed, the control unit 250 advances the process to step S1407.
  • the control unit 250 starts a process that supports the maintenance of behavior change (step S1407).
  • the process of supporting the maintenance of the behavior change includes, for example, a process of inducing the user U to the content for maintaining the behavior change, a process of recommending an appropriate article or service to the user U, and the like.
  • the control unit 250 ends the process procedure shown in FIG.
  • step S1408 determines whether or not the state in which the preparation change talk is not more than the maintenance talk is continuous for the determination period (step S1408).
  • step S1408 ends the processing procedure shown in FIG. In this disclosure, the operation of step S1408 may be omitted. That is, if the determination in step S1403 is No, the processing procedure may shift from step S1403 to step S1409.
  • control unit 250 determines that the determination period is continuous (Yes in step S1408), it determines that it is not the timing of behavior change, and proceeds to the process in step S1409.
  • the control unit 250 shifts from Phase 4 to Phase 3 (step S1409). For example, the control unit 250 shifts (changes) the phase of the user U from the phase 4 to the phase 3, and reflects the shift to the phase 3 in the log information 330.
  • the control unit 250 may perform a process of notifying the user U that the phase 2 has been started. When the process of step S1409 is completed, the control unit 250 ends the process procedure shown in FIG.
  • the control unit 250 has a phase 4 in which the user U feels that the behavior has been changed by executing the processing procedure shown in FIG. 16, and a phase 5 in which the new habit is watched so as to be established in the user U. Can be automatically migrated to. Further, the control unit 250 can automatically return from the phase 4 to the phase 3 when it is determined that it is not the timing of the behavior change.
  • FIG. 17 is a diagram for explaining a phase transition operation executed by the server 200 according to the embodiment.
  • the server 200 cooperates with the electronic device 100 of the user U to perform dialogue with the user U, transition control of a phase for improving the problem of the user U, and the like.
  • the server 200 determines the main theme and the sub-theme of the user U, and starts the process of Phase 1. For example, when the server 200 supports the improvement of the life of the user U, it is premised that the main theme is the drinking frequency and the sub-theme is snacking and weight measurement based on the result of the user U's pre-questionnaire. ..
  • the server 200 realizes a conversation related to the user U corresponding to the phase 1.
  • the server 200 determines that there are a predetermined number of confirmation conversations or more based on the log information 330 indicating the conversation in 1WEEK, the server 200 shifts from the phase 1 to the phase 2.
  • the server 200 realizes a conversation corresponding to Phase 2.
  • the server 200 conducts a conversation to elicit an improved feeling from the user U.
  • the server 200 performs a scenario conversation corresponding to Phase 2 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 2.
  • the server 200 determines that the number of preparatory change talks is larger than the number of maintenance talks during the 2WEEK period, the server 200 shifts from Phase 2 to Phase 3.
  • the server 200 realizes a conversation corresponding to Phase 3.
  • the server 200 conducts a conversation to give the user U an opportunity to take action.
  • the server 200 performs a scenario conversation corresponding to Phase 3 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 3.
  • the server 200 determines that the number of preparatory change talks is larger than the number of maintenance talks and the number of commitments is larger than the number of maintenance talks during the 3WEEK period, the server 200 shifts from Phase 3 to Phase 4.
  • the server 200 realizes a conversation corresponding to Phase 4.
  • Phase 4 the server 200 conducts a conversation to give the user U the feeling that the behavior has been changed.
  • the server 200 performs a scenario conversation corresponding to Phase 4 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 4.
  • the number of preparatory change talks is less than the number of maintenance talks, or the number of preparatory change talks is larger than the number of maintenance talks, but the number of steps is greater than the number of maintenance talks during the 4WEEK period. If it is determined that the number is small, Phase 4 is maintained. The server 200 determines that the user U has not been able to feel that the behavior has been changed, and 5WEEK continues Phase 4.
  • the server 200 realizes a conversation corresponding to Phase 4 as in 4WEEK.
  • the server 200 performs a scenario conversation corresponding to the phase 4 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question
  • the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 4. If the server 200 determines that the number of preparatory change talks is greater than the number of maintenance talks and the number of steps is greater than the number of maintenance talks during the 4WEEK and 5WEEK periods, but the determination period is not continuous. Maintain Phase 4.
  • the server 200 determines that the user U has not been able to feel that the behavior has been changed, and 6WEEK continues Phase 4.
  • the server 200 realizes a conversation corresponding to Phase 4 as in 4WEEK and 5WEEK.
  • the server 200 performs a scenario conversation corresponding to the phase 4 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question
  • the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 4.
  • the server 200 determines that the number of preparation change talks is larger than the number of maintenance talks, the number of steps is larger than the number of maintenance talks, and the determination period is continuous in the period from 4WEEK to 6WEEK. , Phase 4 to Phase 5.
  • the server 200 realizes a conversation corresponding to Phase 5.
  • Phase 5 the server 200 conducts a conversation to watch the new habit take root in User U.
  • the server 200 performs a scenario conversation corresponding to Phase 5 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 5.
  • the server 200 confirms that the new habit has been established, it ends Phase 5.
  • FIG. 18 is a diagram for explaining other migration operations of the phase executed by the server 200 according to the embodiment. Since Phase 1 of 1WEEK and Phase 2 of 2WEEK shown in FIG. 18 are the same as Phase 1 and Phase 2 shown in FIG. 17, the description thereof will be omitted.
  • the server 200 realizes a conversation corresponding to Phase 3.
  • the server 200 performs a scenario conversation corresponding to Phase 3 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question
  • the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 3. If the server 200 determines that the number of preparatory change talks is less than the number of maintenance talks and the determination period is not continuous during the 3WEEK period, the server 200 maintains Phase 3.
  • the server 200 determines that the user U has not shown an opportunity to move the action, and 4WEEK also continues the phase 3.
  • the server 200 realizes a conversation corresponding to Phase 3 as in 3WEEK.
  • the server 200 performs a scenario conversation corresponding to the phase 3 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question
  • the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 4. If the server 200 determines that the number of preparatory change talks is less than the number of maintenance talks and the determination period is not continuous during the 3WEEK and 4WEEK periods, the server 200 maintains Phase 3.
  • the server 200 determines that the user U has not shown an opportunity to move the action, and 5WEEK also continues the phase 3.
  • the server 200 realizes a conversation corresponding to Phase 3 as in 3WEEK and 4WEEK.
  • the server 200 performs a scenario conversation corresponding to the phase 3 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question
  • the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 4.
  • the server 200 determines that the number of preparation change talks is less than the number of maintenance talks and the determination period is not continuous in the period from 3WEEK to 5WEEK
  • the server 200 shifts from Phase 3 to Phase 2. That is, the server 200 determines that it is not the timing of the intervention, returns from 6WEEK to Phase 2, and reflects in the log information 330 that the intervention point has been changed from the main theme to the sub-theme.
  • the server 200 realizes a conversation corresponding to Phase 2.
  • the server 200 conducts a conversation to elicit an improved feeling from the user U based on the sub-theme.
  • the server 200 performs a scenario conversation corresponding to Phase 2 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 2.
  • the server 200 determines that the number of preparatory change talks is larger than the number of maintenance talks during the 2WEEK period, the server 200 shifts from Phase 2 to Phase 3.
  • the server 200 realizes a conversation corresponding to Phase 3.
  • the server 200 conducts a conversation based on the sub-theme to show an opportunity for the user U to take action.
  • the server 200 performs a scenario conversation corresponding to Phase 3 in combination with the chat shown by the first conversation information 310 and the directional conversation shown by the second conversation information 320.
  • the server 200 asks the question of the question item D1 and obtains the answer information 500 for the question, the server 200 stores the question in the storage unit 240 in chronological order in association with the user U and the phase 3.
  • the server 200 determines that the number of preparatory change talks is larger than the number of maintenance talks and the number of commitments is larger than the number of maintenance talks during the 3WEEK period, the server 200 shifts from Phase 3 to Phase 4. After 8WEEK, the server 200 realizes the conversation corresponding to the phase 4 and the phase 5 shown in FIG.
  • the server 200 determines whether the answer to the question obtained from the user U is the first type answer or the second type answer, and maintains the current phase based on the determination result. You can decide whether to do it or move on to the next phase. As a result, the server 200 can discriminate the behavior change from the answer of the user U and determine the phase suitable for the discriminant result. As a result, the server 200 can support the behavior change of the user U by talking with the user U according to the phase.
  • the server 200 determines to move to the next phase when the user U's answer is the first type of answer (change talk), and when it is the second type of answer (maintenance talk), the server 200 is currently Decide to maintain the phase of. As a result, the server 200 can accurately determine the state of the user U in the phase by discriminating the answer of the user U into the change talk and the maintenance talk. As a result, the server 200 can be in a phase suitable for the user U, so that the behavior change of the user U can be efficiently supported.
  • the server 200 can determine whether to maintain the phase of the user U in the first phase or to shift to the second phase based on the determination result of the phase in the predetermined period. As a result, the server 200 can improve the accuracy of determining the behavior change of the user U by paying attention to the response of the user U in the predetermined period.
  • the server 200 maintains the phase of the user U in the first phase based on the ratio of the number of responses of the first type to the number of answers of the second type in the answers obtained from the user U. You can decide whether to move to the second phase. As a result, the server 200 can improve the accuracy of determining the behavior change of the user U by paying attention to the number of responses of the user U in the predetermined period.
  • the server 200 of the user U is based on the ratio of the number of the first type of answers and the number of the second type of answers in the answers. It is possible to decide whether to keep the phase in the first phase or move to the second phase. As a result, when the server 200 confirms that the conversation with the user U is established, the server 200 pays attention to the number of responses of the user U in a predetermined period, thereby further improving the accuracy of determining the behavior change of the user U. be able to.
  • the server 200 keeps the user U's phase in the first phase based on the number or percentage of the execution change talks obtained from the user U. It is possible to decide whether to move to the second phase. As a result, the server 200 can further improve the accuracy of determining the behavior change of the user U by paying attention to the execution change talk obtained when the user U executes a predetermined operation.
  • the server 200 can accurately determine the user U from the answer by asking a question suitable for the phase, and thus can support the behavior change of the user U.
  • the server 200 can shift the phase of the user U to the second phase when the number of positive answers to the question is the number in which the behavior change of the user in the phase is established. As a result, since the server 200 can determine the transition and maintenance of the phase based on the positive answer of the user U, it is possible to support the behavior change in the phase suitable for the user U.
  • the server 200 counts the number of times that the confirmation conversation continues with the user U, and if the counting result satisfies the determination condition, the phase of the user U is maintained in the first phase or is shifted to the second phase. It is possible to execute a process of deciding whether or not to do so. As a result, when the server 200 confirms that the conversation with the user U is established, the server 200 pays attention to the number of responses of the user U in a predetermined period, thereby further improving the accuracy of determining the behavior change of the user U. be able to.
  • the server 200 realizes a conversation with the user U by a chatbot has been described, but the present invention is not limited to this.
  • the server 200 may be configured to obtain the answer of the user U by a voice conversation.
  • the server 200 may recognize the answer to the question from the utterance content of the user U by using known natural language understanding, natural language processing, and the like.
  • the system 1 may realize the function of the server 200 with the electronic device 100 of the user U.
  • the system 1 may realize the function of the server 200 by a plurality of computers.

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Abstract

Serveur (200) selon un mode de réalisation comprenant : une unité de discrimination (251) pour déterminer si une réponse à la question acquise à partir d'un utilisateur est un premier type de réponse ou un second type de réponse ; et une unité de détermination (252) pour déterminer, sur la base du résultat de la discrimination par l'unité de discrimination (251), si la phase d'un utilisateur actuellement dans une première phase doit être maintenue dans la première phase ou subit une transition vers une seconde phase.
PCT/JP2021/042700 2020-11-26 2021-11-19 Serveur, procédé de commande et programme de commande WO2022113916A1 (fr)

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Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002200359A (ja) * 2000-12-27 2002-07-16 Pioneer Electronic Corp ネットワークゲームシステム及びネットワークゲームの提供方法

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002200359A (ja) * 2000-12-27 2002-07-16 Pioneer Electronic Corp ネットワークゲームシステム及びネットワークゲームの提供方法

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