JP2025001427A - Information processing device, information processing method and information processing program - Google Patents

Abstract

To reduce complication when coordinating schedules among users.SOLUTION: An information processing device 100 comprises: an acquisition unit for acquiring a lifestyle for each user; an estimation unit for estimating a commitment time for each action for each user from the lifestyle; a priority setting unit for setting a commitment time priority and a plan priority for each user; a schedule setting unit for setting a commitment time for each user in a schedule for each user; a first determination unit for determining whether or not two or more users have plans to act together; a proposal unit for, for each user, estimating and proposing available time from the schedule for each user set by the schedule setting unit; and a processing unit for comparing the commitment time priority and the plan priority for each user, and matching a plan based on a comparison result.SELECTED DRAWING: Figure 3

Description

The present invention relates to an information processing device, an information processing method, and an information processing program.

Technology is provided that allows users in a group to communicate with each other. When a group chat is started, technology is provided that notifies other users of the user's status by sending a specific message to the members participating in the group chat.

JP 2015-170234 A

However, when users who are chatting together hold an event, it may take time to coordinate schedules.

The present application has been made in consideration of the above, and aims to provide an information processing device, an information processing method, and an information processing program that can reduce the hassle of users coordinating schedules.

In order to solve the above-mentioned problems and achieve the object, the information processing device of the present invention is characterized by comprising: an acquisition unit that acquires a lifestyle for each user; an estimation unit that estimates a time commitment for each action of each user from the lifestyle; a priority setting unit that sets a priority of the time commitment and a priority of a plan for each user; a schedule setting unit that sets the time commitment for each user in a schedule for each user; a first determination unit that determines whether or not two or more users plan to act together; a proposal unit that estimates and proposes free time for each user from the schedule for each user set by the schedule setting unit; and a processing unit that compares the priority of the time commitment and the priority of the plan for each user and matches the plans based on the comparison result.

According to one aspect of the embodiment, it is possible to reduce the hassle of coordinating schedules between users.

FIG. 1 is a diagram illustrating an example of information processing according to an embodiment. FIG. 2 is a diagram illustrating an example of the configuration of an information processing system according to the embodiment. FIG. 3 is a diagram illustrating an example of the configuration of the information processing apparatus according to the embodiment. FIG. 4 is a diagram illustrating an example of user information stored in a user information storage unit according to the embodiment. FIG. 5 is a diagram illustrating an example of behavior information stored in an estimated information storage unit according to the embodiment. FIG. 6 is a diagram illustrating an example of group information stored in a group information storage unit according to the embodiment. FIG. 7 is a diagram illustrating an example of group information stored in a group information storage unit according to the embodiment. FIG. 8 is a diagram illustrating an example of schedule information stored in a schedule information storage unit according to the embodiment. FIG. 9 is a diagram illustrating an example of a group chat screen displayed on a user terminal according to the embodiment. FIG. 10 is a diagram illustrating an example of the configuration of a user terminal according to the embodiment. FIG. 11 is a flowchart showing an example of the flow of information processing according to the embodiment. FIG. 12 is a diagram illustrating an example of a hardware configuration.

Below, the information processing device, information processing method, and information processing program according to the present application will be described in detail with reference to the drawings. Note that the information processing device, information processing method, and information processing program according to the present application are not limited to these embodiments. In addition, the same components in the following embodiments will be denoted by the same reference numerals, and duplicated descriptions will be omitted.

(Embodiment)
[An example of information processing]
First, an example of information processing according to the embodiment will be described with reference to Fig. 1. Fig. 1 is a diagram showing an example of information processing according to the embodiment.

In FIG. 1, an information processing device 100 included in an information processing system 1 according to an embodiment estimates busy time from the lifestyle of user U, and sets the priority of busy time and schedule for user U. Then, the information processing device 100 sets (fills) user U's schedule with busy time and schedule, and estimates and suggests free time. Furthermore, the priority of busy time and schedule for user U are compared with those of other users, and schedule matching (determination) is performed in the schedule based on the comparison result. FIG. 1 shows an example of matching (determination) dates for a drinking party and a trip for user U1, user U2, and user Un.

When there is no need to distinguish between user U1, user U2, and user Un, they will be referred to as "user U."

As shown in FIG. 1, the information processing system 1 according to the embodiment includes a user terminal 10 and an information processing device 100.

The user terminal 10 is a user terminal 10-1, 10-2, ... 10-n that is a terminal device used by each user U, that is, users U1, U2, ... Un. The user U uses the services provided by the information processing device 100 by accessing the information processing device 100 from the user terminal 10 via a network not shown. The user terminal 10 displays various information received from the information processing device 100. The user U uses the user terminal 10 to check unadjusted plans. The user terminal 10 also transmits information on each action, such as a commitment time, input by the user U to the information processing device 100. The user U operates the user terminal 10 to register plans and register adjustment information for plans for which participation is requested. A user who is requested to participate in a plan may be referred to as a "participating user". An instant messenger application is installed on the user terminal 10. In the following, the "instant messenger application" is appropriately referred to as a "messenger app". The messenger app may have a function of adjusting the schedule of the user U. The user terminal 10 may display information received from the information processing device 100 by the messenger app. The user terminal 10 may register the schedule and adjustment information of the user U by using the schedule adjustment function of the messenger app. The user terminal 10 may transmit information input by the user U to the information processing device 100 by the messenger app. In addition, a schedule adjustment application or the like that transmits and receives various information to and from the information processing device 100 may be installed on the user terminal 10. The schedule adjustment application may have a function similar to the schedule adjustment function of the messenger app. In the following, "user U" may be read as "user terminal 10" as appropriate.

The information processing device 100 is a server device that provides various services to the user U. The services provided by the information processing device 100 are, for example, services that provide various information via various applications and browsers installed on the user terminal 10. The services provided may include, in addition to a service for sending and receiving messages, for example, a news service, an auction service, a weather forecast service, a shopping service, a financial transaction (stock trading, etc.) service, a route search service, a map service, a travel service, a restaurant introduction service, a blog service, and the like. The information processing device 100 may match the date and time of an event based on various information.

The information processing device 100 can also acquire user information about the user U. For example, the information processing device 100 acquires information about the user attributes of the user U, such as the user U's gender, age, home address, hobbies, and interests (preferences). The information processing device 100 then stores and manages information about the attributes of the user U together with identification information (user ID) indicating the user U. Hereinafter, hobbies and interests (preferences) will be referred to as "hobbies, etc." as appropriate.

The information processing device 100 acquires various history information (log data) indicating the behavior of the user U from the user terminal 10 of the user U or from various servers based on the user ID, etc. For example, the information processing device 100 acquires a location history, which is a history of the location and date and time of the user U, from the user terminal 10. The information processing device 100 also acquires a search history, which is a history of search queries entered by the user U, from a search server (search engine). The information processing device 100 also acquires a browsing history, which is a history of content viewed by the user U, from a content server. The information processing device 100 also acquires a purchase history (payment history), which is a history of product purchases and payment processing by the user U, from an electronic commerce server or a payment processing server. The information processing device 100 may also acquire a listing history and a sales history, which are a history of listings on the marketplace by the user U, from an electronic commerce server or a payment processing server. The information processing device 100 also acquires a posting history, which is a history of posts by the user U, from a posting server that provides a word-of-mouth posting service or an SNS server.

The information processing device 100 acquires the lifestyle of each user U from the user terminal 10 of each user U (step S1). Here, lifestyle refers to the behavior (behavior history) of each user U. For example, lifestyle refers to each actual behavior of each user U. Specifically, it includes the user U's access to the Internet (playing videos, reading manga, news, and weather apps, using instant messengers, etc.) and offline behavior (real-life behavior). Examples of real-life behavior include life patterns and routines such as waking up, going to the toilet, commuting to work or school, cooking, going to bed, changing clothes, washing the face, etc.

In the example shown in FIG. 1, user U1 works from 8:00 to 17:00, sleeps from 22:30 to 6:30, cleans from 13:00 to 13:40 on holidays, and eats three meals every day. User U1 also goes to the gym from 20:00 to 21:00 on Mondays and Wednesdays. Eating meals. User U1 is planning a wedding on Saturday, June 3rd. User U2 works from 9:00 to 18:00, sleeps from 23:30 to 7:00, cleans from 13:00 to 13:40 on holidays, and eats three meals every day. User U2 also goes to the gym from 21:00 to 21:45 on Mondays and Thursdays. User Un works from 9:00 to 18:00, sleeps from 22:30 to 7:00, cleans from 13:00 to 15:00 on holidays, and eats three meals a day. User Un also goes to the gym from 20:00 to 20:45 on Thursdays. Note that the activities and plans are not limited to these, and may be increased, decreased, or changed as desired.

The information processing device 100 then estimates the constraint time for each behavior of each user U from the lifestyle (step S2). The constraint time refers to, for example, sleep time, work time, etc. Furthermore, the constraint time may also include adjustable time such as housework, cleaning, and extracurricular activities. In the example shown in FIG. 1, for example, the constraint time for user U1 is estimated to be from 8:00 to 17:00 during working hours, and for user 2, the constraint time is estimated to be from 9:00 to 18:00 during working hours. Sleeping time, cleaning time, and gym time are also estimated to be constraint times. Furthermore, the constraint time for each behavior may be, for example, the average time over a month.

Next, the user U sets the priority from the user terminal 10 (step S3). Specifically, the user U sets the priority of the commitment time and the priority of the plan from the user terminal 10. Plans here refer to plans for that moment only. For example, plans may include drinking parties, weddings, trips, etc. The information processing device 100 accepts the priority and sets the commitment time in the schedule of the user U (step S4).

In the example shown in FIG. 1, user U1 sets the priority of weddings to "10", travel to "9", and work and sleep to "8". User U1 also sets the priority of cleaning, eating, and the gym to "6", and the priority of drinking parties to "7". User 2 sets the priority of travel to "9", the priority of work and eating to "8", and the priority of sleep to "7". User U2 also sets the priority of drinking parties to "6", and the priority of the gym to "3". User 2 also sets the priority of cleaning to "2". User Un sets the priority of travel to "9", the priority of work and sleep to "8", and the priority of eating to "6". User Un also sets the priority of drinking parties to "5", and the priority of cleaning and the gym to "3".

As shown in FIG. 1, the schedule shows the wedding of user U1 as "U1 Wedding ×" as a commitment time. Also, on Saturdays and Sundays, "U1, U2, U3 Cleaning ○" is shown, and on weekdays when user U goes to the gym, for example, "U1 Gym △" is shown. Here, the symbols × indicate a plan that cannot be changed, △ indicates a plan that can be changed, and ◯ indicates a plan that user U can change. Also, in the example shown in FIG. 1, the schedule is a calendar, but it may be any other type, such as a weekly schedule. Note that the matching result shown in FIG. 1 does not show working hours, sleeping hours, etc. for ease of understanding, but these may be displayed. Also, the symbols are not limited to ◯, △, and ×, but may be A, B, C, etc.

The information processing device 100 receives the chat group message sent from the user terminal 10 (step S5), and transmits the received chat group message to the user terminals 10 of users U other than the user U who sent the message via a network (not shown) (step S6). The user terminal 10 receives the group chat message sent from the information processing device 100, and displays the received group chat message.

In the example shown in FIG. 1, the user terminal 10-1 displays a message CT10 from user U1, a message CT11 from user U2, and a message CT12 from user Un as group chat messages. The name of the chat group is Group A.

Based on group chat messages from two or more users U among the multiple users U1 to Un, the information processing device 100 determines whether two or more users U plan to go together (step S7). In the example shown in FIG. 1, the message CT10 is "Would you like to go for a drink or dinner? Also, how about going on a trip?", the message CT11 is "Let's go for a drink and a trip!", and the message CT12 is "I'll go too!".

Therefore, based on the message CT10 of user U1, the message CT11 of user U2, and the message CT12 of user Un, the information processing device 100 determines that users U1 to Un plan to act together, and determines that the participants are users U1 to Un.

Next, the information processing device 100 estimates and suggests free time from the schedule (step S7). Then, the user U operates the user terminal 10 to transmit the desired date and time of the plan to the information processing device (step S8). The information processing device 100 accepts the user U's desired date and time and displays it on the schedule (step S9).

In the example shown in FIG. 1, the information processing device 100 displays, for the user terminal 10-1 of user U1, "Dinner and drinking parties are available on Tuesdays and Thursdays every week. Travel is possible on holidays other than weddings, but cleaning plans will need to be adjusted." For the user terminal 10-2 of user U2, the information processing device 100 displays, "Dinner and drinking parties are available on Tuesdays and Fridays every week. Travel is possible on holidays, but cleaning plans will need to be adjusted." For the user terminal 10-n of user Un, the information processing device 100 displays, "Dinner and drinking parties are available on weekdays except Thursdays every week. Travel is possible on holidays, but cleaning plans will need to be adjusted." Each user U operates the user terminal 10 to input or select a desired date and time, and the information processing device 100 displays the desired date and time on the schedule as shown in FIG. 1. For example, on the 5th, it will say "Un drinking party from 7pm hoped for," on the 17th and 18th, it will say "U2 trip hoped for," and on the 20th, it will say "U1 drinking party from 7pm hoped for."

The information processing device 100 compares the priority of the commitment time and the priority of the schedule of user U1 with that of other users (user U2, user Un), and matches the schedules based on the comparison results (step S9).

In the example shown in FIG. 1, the schedule (matching result) displays "U1, U2, Un drinking party 19:00-21:00" on the 13th, and "U1, U2, Un trip" on the 24th and 25th. Note that in this case as well, users U1 to Un transmit the 13th, 24th, and 25th as their desired dates and times for the drinking party and trip from their respective user terminals 10-1 to 10-n to the information processing device 100. In other words, the information processing device 100 matches the free dates and times of each user U.

In this way, the information processing device 100 estimates the occupancy time from the lifestyle of each user U and estimates the free time. Then, the information processing device 100 compares the free time of each user U by having the user U transmit the desired date and time to the information processing device 100, and matches (determines) the planned date and time. This reduces the hassle of coordinating schedules between users.

[Configuration of information processing system 1]
Next, the configuration of the information processing system 1 according to the embodiment will be described with reference to Fig. 2. Fig. 2 is a diagram showing an example of the configuration of the information processing system according to the embodiment. As illustrated in Fig. 2, the information processing system 1 according to the embodiment includes a plurality of user terminals 10-1 to 10-n and an information processing device 100.

These various devices are connected to each other via a network N so that they can communicate with each other via wired or wireless communication. The network N is, for example, a LAN (Local Area Network) such as the Internet, or a WAN (Wide Area Network). Note that the network N is configured to include, for example, a mobile communication system such as 4G (4th Generation) or 5G (5th Generation), but is not limited to such examples.

As described above, the user terminal 10 is a terminal device used by the user U. The user terminal 10 is, for example, an information processing device such as a mobile phone including a smartphone, a tablet terminal, a desktop PC, a notebook PC, or a PDA (Personal Digital Assistant). The user terminal 10 also includes a wearable device, which is a glasses-type or watch-type information processing device.

The user terminal 10 acquires various information according to operations by the user U and functions possessed by the user terminal 10 (for example, a function for executing an application for sending and receiving messages, a function for executing an application for using a search service, a browser function, etc.), and generates and transmits information according to the acquired information. For example, an instant messenger application and a schedule adjustment application for realizing communication are installed on each of the user terminals 10-1, 10-2, etc., and messages such as chat messages can be sent and received between the user terminals 10 by the instant messenger application via the information processing device 100. The schedule adjustment application can operate in conjunction with, for example, LINE (registered trademark).

The information processing device 100 is capable of transmitting and receiving data to and from user terminals 10-1 to 10-n via a network N. The information processing device 100 is a server device that functions as a service providing server that provides a service that enables communication to the user terminal 10. The information processing device 100 also acquires the lifestyle of user U based on access information from the user terminal 10 of the user U, estimates a commitment time from the lifestyle based on the acquired lifestyle, and suggests free time for a plan based on the commitment time. Then, when the information processing device 100 acquires a desired date and time for a plan from among the free time from user U, it compares the priority and desired time with those of other users and matches the date and time of the plan.

[Configuration of information processing device 100]
Next, a configuration example of the information processing device 100 will be described with reference to Fig. 3. Fig. 3 is a diagram showing an example of the configuration of the information processing device according to the embodiment.

As shown in FIG. 3, the information processing device 100 has a communication unit 110, a storage unit 120, and a control unit 130. The information processing device 100 may also have an input unit (e.g., a keyboard, a mouse, etc.) that accepts various operations from an administrator who uses the information processing device 100, and a display unit (e.g., a liquid crystal display, etc.) that displays various information.

(Communication unit 110)
The communication unit 110 is realized by, for example, a network interface card (NIC) etc. The communication unit 110 is connected to a network N by wire or wirelessly, and transmits and receives information to and from the user terminal 10 via the network N.

(Memory unit 120)
The storage unit 120 is realized by, for example, a semiconductor memory element such as a random access memory (RAM) or a flash memory, or a storage device such as a hard disk, an optical disk, etc. The storage unit 120 has a user information storage unit 121, an estimated information storage unit 122, a group information storage unit 123, and a schedule information storage unit 124.

(User information storage unit 121)
The user information storage unit 121 stores user information including information on a user U of the user terminal 10. Fig. 4 is a diagram showing an example of user information stored in the user information storage unit according to the embodiment.

As shown in FIG. 4, the user information stored in the user information storage unit 121 includes user information such as a "user ID (identifier)," "user name," and "user attributes" for each user U. The "user ID" is identification information unique to each user U, and is, for example, an account name in chats or meetings. In LINE, the "user ID" corresponds to the LINE ID, for example. The "user name" is the name of the user U.

"User attributes" is information indicating the attributes of user U. The user attributes of user U are, for example, attributes such as gender, age, industry, working hours, work location, home, hobbies, and interests (preferences). The user attributes may include information on the attributes of user U such as demographic (demographic attributes), psychographic (psychological attributes), geographic (geographical attributes), and behavioral (behavioral attributes). For example, the user attributes preferably include information on lifestyle such as name, family structure, place of origin (local area), job title, income, qualifications, type of residence (detached house, apartment, etc.), whether or not the user has a car, commuting time, commuting route, commuter pass section (station, line, etc.), frequently used station (other than the nearest station to home or workplace), and extracurricular activities (location, time of day, etc.). The user attributes stored in the user information storage unit 121 are updated by each user U as appropriate.

In this embodiment, user U with user ID "U1" has a user name of "AAAA", a gender of "male", an age of "20s", an occupation of "nurse", and a working hour of "day shift". In addition, the workplace is "xxx", the home is "zzz", the hobby is "reading, games", and the interest (preference) is "no answer". User U with user ID "U2" has a user name of "YYYY", a gender of "male", an age of "teens", the occupation of "office worker", and a working hour of "day shift". In addition, the workplace and home are "xxx", the hobby is "games", and the interest (preference) is "pizza, ramen". User U with user ID "U3" has a user name of "OOOO", a gender of "female", an age of "30s", the occupation of "office worker", and a working hour of "3 shifts". In addition, the place of work is "xxx", the home is "yyy", the hobby is "games, music", and the interest (preference) is "Italian". User U with user ID "U4" has a user name "CCCC", a gender "female", an age "30s", an occupation "part-time work", and a working hour "day shift". In addition, the place of work is "xxx", the home is "zzz", the hobby is "shopping, reading", and the interest (preference) is "miscellaneous goods, essays". User U with user ID "U5" has a user name "BBBB", a gender "male", an age "50s", an occupation "company executive", and a working hour "day shift". In addition, the place of work and the home are "yyy", the hobby is "movies, reading", and the interest (preference) is "alcohol, ramen".

(Estimated information storage unit 122)
The estimated information storage unit 122 stores a lifestyle with respect to time based on the user attributes of the user U. Fig. 5 is a diagram showing an example of user information stored in the user information storage unit according to the embodiment. The storage unit 122 stores, for example, a constraint time for each user U estimated from the lifestyle of each user U. Note that the constraint time is estimated by the estimation unit 132, which will be described later.

The estimated information storage unit 122 stores estimated behavioral information (schedule information) of each user. FIG. 5 is a diagram showing an example of behavioral information stored in the estimated information storage unit according to the embodiment. The estimated information storage unit 122 shown in FIG. 3 includes items such as "user ID", "schedule ID", "start date and time", "commitment time", "schedule priority", "status", "event ID", and "event priority".

"User ID" indicates identification information for identifying a user. "Schedule ID" indicates identification information for identifying a schedule. "Start date and time" indicates the start date and time of the corresponding schedule. Note that in the example of FIG. 5, the "start date and time" is illustrated with an abstract code such as "dt1", but a specific date and time such as "June 1, 2023, 8:00:00" may be stored in the "start date and time". Furthermore, period information such as "June 5, 2023, 20:00:00 - 21:00:00" may be stored in the "event date and time".

"Constraint time" is the constraint time estimated by the estimation unit 32. For example, it includes constraint time due to work, etc.

"Commit time priority" indicates the priority (weight) of the commitment time. The commitment time priority is set by the information processing device 100 when the user U operates the user terminal 10. For example, the user U sets the priority of the commitment time to be high for schedules that are difficult to adjust, such as work, and sets it low for schedules that are easy to adjust, such as cleaning. Note that in this embodiment, the priority is set on a scale of 1 to 10, with the higher the number, the higher the priority (more important), but it may also be set on a scale of 5, with the lower the number, the higher the priority. Furthermore, once the highest priority is set among the commitment times, it is preferable that the other commitment times have a lower priority than the commitment time with the highest priority.

"Status" indicates the status of the corresponding action. In the example of FIG. 5, when the status is "1", it indicates that the schedule is confirmed. When the status is "0", it indicates that the schedule can be adjusted or is being adjusted. Note that the status flag is not limited to "0" or "1", and various flags may be used. For example, when the status is "100", it may indicate that the schedule has been executed. Note that multiple schedules with a status of "0", i.e., schedules that are being adjusted, may be registered for the same time. Furthermore, when the information processing device 100 changes the status of one schedule among multiple schedules registered for the same time to "1 (confirmed)", it may delete the other schedules for the same time.

"Event ID" indicates identification information for identifying an event. Note that, if the contents of a schedule are not assigned identification information, the "Event ID" may store the specific contents.

"Event priority" indicates the priority (weight) of an event (schedule). The schedule priority is set by the information processing device 100 when the user U operates the user terminal 10. For example, the user U sets the schedule priority to be high (important) when the user U must participate or has a high interest, and sets the schedule priority to be low when the user U does not need to participate or has low interest. Note that the schedule priority has the same level of priority as the commitment time priority, and is set in the same way.

In the example shown in FIG. 5, a user (user U1) identified by user ID "U1" has registered a schedule (schedule SC1-1) identified by schedule ID "SC1-1". Schedule SC1-1 is a schedule corresponding to event IV10, and the start date and time is date and time dt1. The commitment time for schedule SC1-1 is 9 hours. The status of schedule SC1-1 is "1 (confirmed)", indicating that it is confirmed to take place at date and time dt1.

It also indicates that user U1 has registered a schedule (schedule SC1-2) identified by schedule ID "SC1-2." Schedule SC1-2 is a schedule that corresponds to event IV11, and its start date and time is date and time dt12. It also indicates that the status of schedule SC1-2 is "0 (adjusting)," and that it is not yet certain that it will take place at date and time dt12.

For example, suppose that schedule SC1-1 is work and event IV10 is a wedding. The information processing device 100 confirms schedule SC1-1 because event IV (wedding) has a higher priority than schedule SC1-1 (work) and is set on a different date than SC1-1. Also, suppose that schedule SC1-2 is cleaning and event IV11 is traveling. The information processing device 100 determines that event IV11 (travel) has a higher priority than schedule SC1-2 (cleaning), but because the dates of schedule SC1-2 and event IV11 overlap, event IV11 is being adjusted. In this case, if event IV is confirmed, schedule SC1-2 may be deleted.

The estimated information storage unit 122 may store various information according to the purpose, not limited to the above. For example, information related to the display mode of the behavioral information (setting information, etc.) may be stored. The information related to the display mode may be, for example, information related to icons and background colors, colors, shapes, sizes, etc. of characters, areas, and frames. The estimated information storage unit 122 may also store information related to the location of the behavior (home, workplace, etc.).

(Group information storage unit 123)
The group information storage unit 123 stores group information related to groups. Fig. 6 is a diagram showing an example of group information stored in the group information storage unit according to the embodiment.

As shown in FIG. 6, the group information stored in the group information storage unit 123 includes information such as "group ID," "group name," and "participating user ID" for each chat group. "User ID" is identification information unique to each user U. "Group name" is the name of the chat group, for example, an account name in a group chat. "Participating user ID" is the user ID of a user U participating in the chat group.

In the example shown in FIG. 6, the chat group with group ID "G1" has the group name "Group A" and the participating users U have user IDs "U1", "U2", "U3", etc. The chat group with group ID "G2" has the group name "Group B" and the participating users U have user IDs "U20" and "U21". The chat group with group ID "G3" has the group name "Group C" and the participating users U have user IDs "U1", "U15", "U32", etc.

The group information storage unit 123 shown in FIG. 4 stores group chat information, which is information about messages in group chats, for each chat group. FIG. 7 is a diagram showing an example of group information stored in the group information storage unit according to the embodiment.

As shown in FIG. 7, the group chat information stored in the group information storage unit 123 includes information such as "user ID" and "message information" for each message. The group chat information shown in FIG. 7 is included for each chat group in the group information storage unit 123. The group chat information shown in FIG. 7 is the group chat information for group A.

"User ID" is the user ID of user U who is participating in the chat group. "Message information" is information about messages in the chat group, and includes "type," "date and time," "text information," and "image information." In addition, although not shown, "message information" includes information about the sender of the message. If the message is from user U, the information about the sender of the message is the user ID of user U, and if the message is from information processing device 100, it is unique identification information of the message.

"Type" is information indicating the type of message, and "Type" is set to "Input" or "Received." "Input" indicates that the message was input by user U. "Received" indicates that the message was input by another user U. "Date and Time" is information indicating the date and time when the message was sent or received.

"Text information" is information about the text included in a message when the message contains text. "Image information" is information about the image included in a message when the message contains an image. Image information is information about a captured image, which is an image captured by the user terminal 10, or information about a stamp image. A stamp may be an animated image, or may include sound in addition to an animated image. "Message information" may also include information such as an audio file, a video file, or a data file.

In the example shown in FIG. 7, user U with user ID "U1" inputs a message "Would you like to go for a drink or dinner?" at date and time DA, and receives a message "Let's go for a drink and a trip!" at date and time DB. After that, user U with user ID "U1" receives a message "I'm going too!" at date and time DC.

The storage unit 120 also stores information about chat messages other than group chats. Furthermore, the group chat information stored in the storage unit 120 may be a part of the chat information. In this case, the chat information includes messages from all types of chats, including group chats.

(Schedule information storage unit 125)
The schedule information storage unit 125 stores various information related to schedules (events). The schedule information storage unit 125 stores various information related to events such as drinking parties, trips, weddings, etc. FIG. 8 is a diagram showing an example of schedule information stored in the schedule information storage unit according to the embodiment. For example, the schedule information storage unit 125 stores information related to schedules. The event information shown in FIG. 8 includes items such as "event ID", "status", "date and time of event", "venue of event", "participating users", and "required time". Note that the "required time" here includes a predetermined period (such as several days).

"Event ID" indicates identification information for identifying an event. "Status" indicates the status of the corresponding event. In the example of FIG. 8, a status of "1" indicates that the date and time of the event has been confirmed. A status of "0" indicates that the date and time of the event is currently being adjusted. Note that the status flag is not limited to "0" or "1", and various other flags may be used. For example, a status of "100" may indicate that the event has already been held.

The "Event Date and Time" indicates the date and time when the event is held. Note that in the example of FIG. 8, the "Event Date and Time" is illustrated with an abstract code such as "dt5", but the "Event Date and Time" may store a specific date and time such as "June 13, 2023, 19:00:00". The "Event Date and Time" may also store period information such as "June 13, 2023, 19:00:00 - 21:00:00".

"Venue" indicates a location associated with an event. For example, "Venue" indicates the location where the event is held or where advertisements are posted. Note that in the example of Figure 8, "Venue" is illustrated with an abstract symbol such as "LC5", but "Venue" may store location information such as specific latitude and longitude information. "Venue" may also store information indicating the specific location where the event is held, such as the name of a building, a store name, or a place name.

"Participating users" refers to users who will participate in the event. Note that "participating users" may be updated depending on whether or not a user can participate.

In the example shown in FIG. 8, the event (event IV5) identified by event ID "IV5" has a status of "1 (confirmed)," indicating that the event date and time has been confirmed. Event IV5 indicates that the event date and time is date and time dt5, and the event location is location LC5. Event IV5 also indicates that the participating users are users U1, U2, Un, etc. Event IV5 also indicates that the set period is period TM5, and the required time is 2 hours. Event IV5 also indicates that the set user is user U1.

The event (event IV11) identified by the event ID "IV11" has a status of "0 (being adjusted)", an event date and time of "dt6", and an event location of "-", i.e., unconfirmed. Event IV11 also indicates that the participating users are users U1, U2, and Un. Event IV11 indicates that the set period is period TM11, and the required time is X days (for example, 2 days).

The schedule information storage unit 124 may store various information according to the purpose, not limited to the above. For example, the schedule information storage unit 124 may store information related to the date and time when an event was registered (added). For example, the schedule information storage unit 124 may store information indicating the cost required to implement each event. The schedule information storage unit 124 may also store information related to the display mode of the schedule information (setting information, etc.). The information related to the display mode is similar to the information related to the display mode of the estimated information storage unit 122.

(Control unit 130)
3, the control unit 130 is a controller, and is realized, for example, by a CPU (Central Processing Unit) or an MPU (Micro Processing Unit) executing various programs (corresponding to an example of an information processing device program) stored in a storage device inside the information processing device 100 using a RAM as an area. The control unit 130 is also, for example, a controller, and is realized by an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array).

The control unit 130 has an acquisition unit 131, an estimation unit 132, a priority setting unit 133, a schedule setting unit 134, a first determination unit 135, a proposal unit 136, a second determination unit 138, an adjustment unit 139, and a reflection unit 140. The internal configuration of the control unit 130 is not limited to the configuration shown in FIG. 3, and may be other configurations as long as they are capable of performing the information processing described below. In addition, the connection relationships of the processing units of the control unit 130 are not limited to the connection relationships shown in FIG. 3, and may be other connection relationships.

(Acquisition unit 131)
The acquisition unit 131 acquires various information. The acquisition unit 131 acquires attributes of the user U. The acquisition unit 131 acquires the lifestyle of each user U from the user attributes of each user U. The acquisition unit 131 acquires information related to the work of the user U. The acquisition unit 131 acquires the occupation, working hours, work location, home, etc. The acquisition unit 131 also acquires the hobbies and interests (preferences) of the user U. The acquisition unit 131 may also acquire the usage status of the user terminal 10 of the user U. For example, the acquisition unit 131 may acquire the power on/off, the alarm setting time, the call history, etc. from the user terminal 10 of the user U.

(Estimation unit 132)
The estimation unit 132 estimates the constraint time for each behavior of each user U from the lifestyle. The estimation unit 132 estimates the life pattern and routine of the user U as the constraint time. For example, the estimation unit 132 estimates the sleeping time, working time, housework time, etc. of the user U as the constraint time. In the case of a user U (e.g., user U1) who is an office worker and works during the day (working from 8:00 to 17:00), the estimation unit 132 estimates the nine hours from 8:00 to 17:00 as the constraint time. In addition, for example, if the user U charges the user terminal 10 at 22:00 and sets the alarm at 6:00, the estimation unit 132 estimates the sleeping time (constraint time) from 22:00 to 6:00.

(Priority setting unit 133)
The priority setting unit 133 sets the priority of the time commitment (each action) and the priority of the schedule for each user U. The priority setting unit 133 sets high priority for work, sleep time, etc. The priority setting unit 133 may set the priority for each user U by operating the user terminal 10. For example, the priority setting unit 133 may set the priority for each user U by setting a schedule that the user U cannot change. When the priority level is input as "10" from the terminal 10, the priority level is set as "10." Also, if the invitee does not need to attend an important event, the priority level is set as "10." The priority setting unit 133 may set the priority of the other actions and plans to a low level such as "3" if the user U inputs a priority of "10". For example, in the case of a wedding ceremony, if the user U1 is the groom or a member of his family, the priority setting unit 133 sets the priority to "10" and However, if there is no problem even if the participant does not participate, the priority may be set to "3."

(Schedule setting unit 134)
The schedule setting unit 134 sets the commitment time for each user U in the schedule for each user U. The schedule setting unit 134 sets the commitment time estimated by the estimation unit 132 in the schedule. For example, the schedule setting unit 134 reads out each action (work time, sleep time, etc.) of the user U from the estimated information storage unit 122, and sets it in the schedule as the commitment time for each action read out. The schedule setting unit 134 may set a mark for each action or schedule of the user U according to the importance. For example, the schedule setting unit 134 may set a cross mark for a schedule that the user U cannot change, and a triangle or a circle mark for a schedule that the user U can change.

The schedule setting unit 134 sets a schedule in the schedule of the user U. The schedule setting unit 134 sets the determined schedule in the schedule of the user U. For example, the schedule setting unit 134 reads out the schedule of the user U (such as a wedding or a drinking party) from the schedule information storage unit 124 and sets the read out schedule in the schedule. Note that the schedule setting unit 134 sets a schedule in which two or more users U act together based on the result of a matching process performed by the processing unit 137.

The schedule setting unit 134 may set the commitment time in the schedule using the average value for each commitment time from the lifestyle. For example, the schedule setting unit 134 calculates the average commitment time for each action for a predetermined period (e.g., one week, two weeks, one month, etc.). After calculating the average commitment time, the schedule setting unit 134 may set the average commitment time as the commitment time in the schedule of user U. For example, the commitment time (working hours) of user U1 is nine hours, but the commitment time may exceed nine hours due to overtime, etc. In this case, the schedule setting unit 134 may calculate the average working hours for one month, for example, and set the average working hours as the commitment time in the schedule.

The schedule setting unit 134 sets a schedule for a specified period in the schedule for each user U. Here, a specified period refers to one day or more, such as consecutive holidays. In other words, the schedule setting unit 134 sets a schedule that takes one day or more in the schedule for each user U.

The schedule setting unit 134 sets the desired date and time of the user U's schedule in the schedule. For example, the schedule setting unit 134 selects and sets the desired date and time of the user U from among multiple dates and times for the schedule proposed by the suggestion unit 136.

(First determination unit 135)
The first determination unit 135 determines whether or not two or more users U plan to act together based on the group information stored in the group information storage unit 123. Specifically, the first determination unit 135 determines whether or not two or more users U plan to act together based on group chat messages sent by two or more users U among a plurality of users U participating in the group chat. An action taken by users U together may be described as an event, and a plan for two or more users U to take an action together may be described as a plan for an event.

The first determination unit 135 has a trained event proposal determination model that is generated by learning based on a dataset that includes, for example, group chat messages and labels indicating whether an event is proposed. The first determination unit 135 inputs the group chat messages into the event proposal determination model, and determines that the group chat messages include an event proposal if the score output from the event proposal determination model is equal to or greater than a threshold value.

The first determination unit 135 determines, for example, which user U will participate in the proposed event based on the group chat messages of the user U after the event is proposed. For example, the first determination unit 135 has a trained event participation determination model that is generated by learning based on a dataset that includes the group chat messages of the user U and a label indicating whether or not the user U will participate in the proposed event.

The first determination unit 135 inputs group chat messages into the event participation determination model, and determines that a user U who has sent a group chat message whose score output from the event participation determination model is equal to or greater than a threshold value is a user U who will participate in the proposed event.

The first determination unit 135 also determines, based on messages in the group chat of user U after the event is proposed, whether user U initially expressed participation in the proposed event but later expressed non-participation.

For example, the first determination unit 135 has a trained event non-participation determination model that is generated by learning based on a dataset including group chat messages of a user U who has declared participation in an event and labels indicating whether or not the user will not participate in the proposed event. The first determination unit 135 inputs group chat messages to the event non-participation determination model, and determines a user U who has sent a group chat message whose score output from the event non-participation determination model is equal to or greater than a threshold value as a user U who has declared participation in the proposed event and then declared non-participation.

Note that each of the event proposal determination model, the event participation determination model, and the event non-participation determination model is, for example, a model that uses a neural network, but is not limited to this example. For example, each of the event proposal determination model, the event participation determination model, and the event non-participation determination model may be a model generated by various learning processes (machine learning) such as linear regression, logistic regression, or a support vector machine.

The first determination unit 135 may be configured to perform the above-mentioned determination by, for example, dividing a group chat message into multiple morphemes using morphological analysis and analyzing character strings of specific parts of speech, such as nouns and verbs, contained in the multiple divided morphemes. For example, the first determination unit 135 may be configured to determine at least one of the presence or absence of an event proposal, the meeting time, users U who will participate in the proposed event, and users U who have expressed their intention to participate in the proposed event and then expressed their intention not to participate, by analyzing character strings of specific parts of speech.

Fig. 9 is a diagram showing an example of a group chat screen displayed on a user terminal according to an embodiment. In the example shown in Fig. 9, the first determination unit 135 determines whether or not an event has been suggested from a group chat message. For example, if there is a message saying "Would you like to go for drinks or dinner? Also, how about going on a trip?", the first determination unit 135 determines that a plan (event) has been suggested from such a message.

Then, the first determination unit 135 determines users who will participate in the proposed event from the group chat messages. For example, if a message such as "Would you like to go for a drinking party or dinner? Also, how about a trip?" is followed by a message such as "Let's go for a drinking party and a trip!" or "I'll go too!", the first determination unit 135 determines that user U who sent such a message is a user who will participate in the proposed event.

(Proposal Unit 136)
The proposal unit 136 estimates free time from the schedule and proposes it for each user U. The proposal unit 136 estimates free time from the schedule in which the working hours of the user U are set and proposes it for each user U. For example, the proposal unit 136 proposes time after work as free time to the user U. When the user U has multiple free times, the proposal unit 136 preferably proposes multiple free times.

(Processing unit 137)
The processing unit 137 compares the priority of the time commitment and the priority of the schedule for each user U, and performs schedule matching based on the comparison result. The processing unit 137 reads out the priority of the time commitment and the priority of the schedule for each user U from the estimated information storage unit 122 and compares them. The processing unit 137 matches free time between the user U and other users based on the comparison result. For example, when the priority of the work time and sleep time between the user U and other users is "7" or "8", the processing unit 137 matches free time from the end of work to the time of sleep. When there is a daily routine such as going to the gym or doing housework after the end of work, the processing unit 137 matches free time after the end of work that avoids the daily routine. Note that when it is difficult to match the scheduled date and time, the processing unit 137 performs matching by adjusting the adjustable time using the adjustment unit 139.

(Second determination unit 138)
The second determination unit 138 determines whether the date and time match with respect to the schedule. The second determination unit 138 determines whether the date and time match with respect to the schedule when the priority of each action of the user U is high and the processing unit 137 determines whether the date and time match with respect to the schedule. That is, if the processing result of the processing unit 137 indicates that the date and time for the schedule is undecided, it is determined that there is no match.

(Adjustment unit 139)
The adjustment unit 139 estimates and adjusts adjustable time out of the commitment time for each user U. The adjustment unit 139 estimates the adjustable time for the user U and transmits it to the user terminal 10, and the user U adjusts the adjustable time by operating the user terminal 10. The adjustment unit 139 estimates as adjustable time the commitment time that is preferable for the user U to perform at that time but does not have to be performed at that time. The adjustment unit 139 estimates as adjustable time the commitment time that has a low priority for the user U (e.g., 3 or lower). The adjustment unit 139 estimates, for example, cleaning time as adjustable time.

(Reflection Unit 140)
The reflecting unit 140 reflects the matching result in the schedule of the user U. The reflecting unit 140 reflects the matching result performed by the processing unit 137 in the schedule of the user U. The reflecting unit 140 may reflect the matching result in the schedule of the user U based on the adjustment result adjusted by the adjustment unit 139. Note that the matching result may be reflected by the processing unit 137.

[Configuration of user terminal 10]
Next, a configuration of the user terminal 10 will be described. Fig. 10 is a diagram showing an example of a configuration of a user terminal according to an embodiment. As shown in Fig. 5, the user terminal 10 according to the embodiment has a communication unit 40, a control unit 50, a display unit 60, and an operation unit 70.

(Communication unit 40)
The communication unit 40 is realized by, for example, a NIC etc. The communication unit 40 is connected to the network N by wire or wirelessly, and transmits and receives information to and from the information processing device 100 via the network N.

(Display unit 60)
The display unit 60 is, for example, a display such as an LCD (Liquid Crystal Display) or an organic EL (Electro Luminescence) display.

(Operation Unit 70)
The operation unit 70 includes, for example, a keyboard including keys for inputting letters, numbers, and spaces, an enter key, and arrow keys, a mouse, and a power button. The operation unit 70 may also include a microphone for inputting voice. When the display unit 60 is a display device that is a touch panel display, the operation unit 70 may be a touch panel.

(Control unit 50)
The control unit 50 executes the functions of an instant messenger application and a schedule adjustment application for implementing communication. The control unit 50 includes an information acquisition unit 51, a display processing unit 52, and an information output unit 53.

(Information Acquisition Unit 51)
The information acquisition unit 51 acquires information related to the user U's busy time, schedule, and group chat transmitted from the information processing device 100 and received by the communication unit 40 via the network N. The information related to the user U's busy time and schedule transmitted from the information processing device 100 is, for example, a schedule including the lifestyle and priority of the user U. The information related to the group chat transmitted from the information processing device 100 is, for example, messages in a group chat room, participants participating in the group chat, and the like.

(Display Processing Unit 52)
The display processing unit 52 displays the information acquired by the information acquisition unit 51 on the display unit 60. For example, the display processing unit 52 displays a schedule of the user U. The display processing unit 52 displays the color, size, and the like of characters so that the user U's commitment time, desired date and time for the schedule, and the schedule matching results can be visually identified. The display processing unit 52 displays a screen including messages in the group chat room and information about the users U participating in the group chat room on the display unit 60.

(Information output unit 53)
The information output unit 53 transmits the user U's messages and the like related to the user U's time commitment, schedule, and instant messenger application to the information processing device 100 via the communication unit 110 and the network N based on the user U's operation on the operation unit 70. For example, the information output unit 53 transmits a desired date and time for a schedule to the information processing device 100. The information output unit 53 also transmits a message including a schedule proposal input by the user U to the information processing device 100.

[Processing Procedure of Information Processing Device 100]
Next, a description will be given of a process procedure executed by the information processing device 100 according to the embodiment. Fig. 11 is a flowchart showing an example of the flow of information processing by the information processing device according to the embodiment.

As shown in FIG. 11, the acquisition unit 131 acquires the lifestyle of the user U (step S101). The estimation unit 132 estimates the confinement time of the user U from the lifestyle (step S102).

The priority setting unit 133 sets the priority of the commitment time based on the operation of the user terminal 10 of the user U (step S103). Then, the schedule setting unit 134 sets the commitment time estimated by the estimation unit 132 in the schedule of the user U (step S104).

Next, the first determination unit 135 determines whether a message has been sent or received (step S105). Specifically, the first determination unit 135 determines whether two or more users U plan to act together based on the group information stored in the group information storage unit 123. If the first determination unit 135 determines that a message has not been sent or received (step S105; No), it ends the process.

On the other hand, if the first determination unit 135 determines that a message has been sent or received (step S105; Yes), the suggestion unit 136 estimates and suggests free time (step S106). Specifically, the suggestion unit 136 estimates free time from a schedule in which the user U's commitment time is set, and suggests free time for the plan to the user U. It is preferable that the suggestion unit 136 suggests multiple free times for the plan to the user U.

Next, the processing unit 137 acquires the desired date and time for the schedule of the user U (step S107). The processing unit 137 compares the priority of each action of the user U with that of the other users, and matches the date and time of the schedule from the comparison result (step S108). For example, the processing unit 137 compares the priority of each action of the user U1 with that of the user U2 and the user Un, and matches the date and time of the schedule from the comparison result.

Then, the second determination unit 138 determines whether the scheduled date and time match (step S109). If the second determination unit 138 determines that the scheduled date and time match (step S109; Yes), the reflection unit 140 reflects the matching result in the schedule (step S110) and ends the process.

On the other hand, if the second determination unit 138 determines that the scheduled date and time do not match (step S109; No), the adjustment unit 139 estimates the adjustable time and makes adjustments (step S111). As described above, the adjustment unit 139 estimates the adjustable time and transmits it to the user U, and the user U operates the user terminal 10 to make adjustments. Then, the process proceeds to step S108. If the scheduled date and time match (step S109; Yes), the matching result is reflected in the schedule (step S110), and the process ends.

〔effect〕
As described above, the information processing device 100 according to the embodiment includes an acquisition unit 131, an estimation unit 132, a priority setting unit 133, a schedule setting unit 134, a first determination unit 135, a proposal unit 136, and a processing unit 137. The acquisition unit 131 acquires a lifestyle for each user U. The estimation unit 132 estimates a time commitment for each action for each user U from the lifestyle. The priority setting unit 133 sets a priority of the time commitment and a priority of the schedule for each user U. The schedule setting unit 134 sets a time commitment for each user U in the schedule for each user U. The first determination unit 135 determines whether or not two or more users plan to act together. The proposal unit 136 estimates and proposes free time for each user U from the schedule for each user U set by the schedule setting unit 134. The processing unit 137 compares the priority of the time commitment and the priority of the schedule for each user U, and performs schedule matching based on the comparison result.

In this way, the information processing device 100 according to the embodiment estimates the commitment time for each user U from the lifestyle of each user U, and sets the commitment time for each user U in the schedule for each user U. Since the user U sets priorities for the commitment time and schedule, the priorities can be compared and the schedules can be matched based on the comparison results. Therefore, the information processing device 100 can reduce the complexity of coordinating schedules between users.

In addition, the schedule setting unit 134 sets the commitment time in the schedule using the average value for each action from the lifestyle.

Therefore, according to the information processing device 100 of the embodiment, the actual time for each action can be used to set the commitment time in the schedule, using the average value for each action. This allows the information processing device 100 to match the schedule, taking into account the approximate commitment time.

The information processing device 100 further includes an adjustment unit that estimates and adjusts the adjustable time of the binding time.

Therefore, according to the information processing device 100 of the embodiment, even when schedule matching is difficult, it is possible to estimate the time that can be adjusted and, for example, adjust the priority, making it easier to match schedules.

The schedule setting unit 134 also sets the schedule for a specified period.

Therefore, the information processing device 100 according to the embodiment can match plans for trips that take several days or more.

〔program〕
The above-mentioned processes by the user terminal 10 and the information processing device 100 are realized by the information processing program according to the present application. For example, the control unit 130 and the like of the information processing device 100 are realized by the CPU, MPU, and the like of the information processing device 100, when an information processing program included in, for example, a range specification application uses the RAM as a working area and executes an information processing procedure related to the information processing program.

Note that the processes executed by the user terminal 10 and the information processing device 100 according to the present application do not necessarily have to be realized entirely by the information processing program. For example, information outside the information processing device 100 may be acquired by the OS (operating system) possessed by the information processing device 100. In other words, the information processing program itself may not execute the processes executed by the information processing device 100 as described above, but may realize the processes of the information processing device 100 described above by receiving data acquired by the OS (for example, data used to display (play) content such as images).

[Hardware configuration]
An information processing apparatus such as the information processing apparatus 100 according to the above-described embodiment is realized by, for example, a computer 1000 as shown in Fig. 12. Fig. 12 is a diagram showing an example of a hardware configuration. The computer 1000 has a CPU 1100, a RAM 1200, a ROM (Read Only Memory) 1300, a HDD (Hard Disk Drive) 1400, a communication interface (I/F) 1500, an input/output interface (I/F) 1600, and a media interface (I/F) 1700.

The arithmetic device 1030 operates based on programs stored in the primary storage device 1040 or the secondary storage device 1050, or programs read from the input device 1020, and executes various processes. The arithmetic device 1030 is realized, for example, by a CPU (Central Processing Unit), an MPU (Micro Processing Unit), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array), or the like.

The CPU 1100 operates based on a program stored in the ROM 1300 or the HDD 1400, and controls each component. The ROM 1300 stores a boot program executed by the CPU 1100 when the computer 1000 is started, and programs that depend on the hardware of the computer 1000, etc.

HDD 1400 stores programs executed by CPU 1100 and data used by such programs. Communication interface 1500 receives data from other devices via a specified network N and sends it to CPU 1100, and transmits data generated by CPU 1100 to other devices via the specified network N.

The CPU 1100 controls output devices such as a display and a printer, and input devices such as a keyboard and a mouse, via the input/output interface 1600. The CPU 1100 acquires data from the input devices via the input/output interface 1600. The CPU 1100 also outputs generated data to the output devices via the input/output interface 1600.

The media interface 1700 reads a program or data stored in the storage medium 1800 and provides it to the CPU 1100 via the RAM 1200. The CPU 1100 loads the program from the storage medium 1800 onto the RAM 1200 via the media interface 1700 and executes the loaded program. The storage medium 1800 is, for example, an optical storage medium such as a DVD (Digital Versatile Disc) or a PD (Phase change rewritable Disc), a magneto-optical recording medium such as an MO (Magneto-Optical Disk), a tape medium, a magnetic recording medium, or a semiconductor memory.

For example, when the computer 1000 functions as the information processing device 100 according to the embodiment, the CPU 1100 of the computer 1000 executes programs loaded onto the RAM 1200 to realize the functions of the control unit 130. The CPU 1100 of the computer 1000 reads and executes these programs from the storage medium 1800, but as another example, the CPU 1100 may obtain these programs from another device via a specified network N.

The above describes the embodiments of the present application in detail with reference to the drawings, but these are merely examples, and the present invention can be implemented in other forms with various modifications and improvements based on the knowledge of those skilled in the art, including the aspects described in the lines of the disclosure of the invention.

〔others〕
Furthermore, among the processes described in the above embodiments, all or part of the processes described as being performed automatically can be performed manually, or all or part of the processes described as being performed manually can be performed automatically by a known method. In addition, the information including the processing procedures, specific names, various data and parameters shown in the above documents and drawings can be changed arbitrarily unless otherwise specified. For example, the various information shown in each drawing is not limited to the illustrated information.

In addition, each component of each device shown in the figure is a functional concept, and does not necessarily have to be physically configured as shown in the figure. In other words, the specific form of distribution and integration of each device is not limited to that shown in the figure, and all or part of them can be functionally or physically distributed and integrated in any unit depending on various loads, usage conditions, etc.

The above-described embodiments and variations can be combined as appropriate to the extent that they do not cause inconsistencies in the processing content.

Furthermore, the above-mentioned "section, module, unit" can be read as "means" or "circuit", etc. For example, an acquisition section can be read as an acquisition means or an acquisition circuit.

1 Information processing system 10, 10-1, 10-2, 10-n User terminal 40 Communication unit 50 Control unit 51 Information acquisition unit 52 Display processing unit 53 Information output unit 60 Display unit 70 Operation unit 100 Information processing device 110 Communication unit 120 Storage unit 121 User information storage unit 122 Estimation information storage unit 123 Group information storage unit 124 Schedule information storage unit 130 Control unit 131 Acquisition unit 132 Estimation unit 133 Priority setting unit 134 Schedule setting unit 135 First judgment unit 136 Proposal unit 137 Processing unit 138 Second judgment unit 139 Adjustment unit 140 Reflection unit N Network

Claims (6)

An acquisition unit that acquires a lifestyle of each user;
an estimation unit that estimates a time constraint for each action of each user from the lifestyle;
a priority setting unit that sets a priority of the commitment time and a priority of the schedule for each user;
a schedule setting unit that sets the commitment time for each user in the schedule for each user;
A first determination unit that determines whether or not two or more of the users plan to act together;
a suggestion unit that estimates and suggests free time for each user from the schedule for each user set by the schedule setting unit;
a processing unit that compares the priority of the commitment time and the priority of the schedule for each user and performs matching of the schedule based on a comparison result;
An information processing device comprising: the schedule setting unit sets the commitment time in the schedule by using an average value for each commitment time from the lifestyle.
2. The information processing apparatus according to claim 1, The system further includes an adjustment unit that estimates and adjusts an adjustable time of the constraint time for each user.
3. The information processing apparatus according to claim 1, wherein the information processing apparatus is a computer. the schedule setting unit sets a schedule for a predetermined period in the schedule for each user;
3. The information processing apparatus according to claim 1, wherein the information processing apparatus is a computer. An information processing method executed by an information processing device,
An acquisition step of acquiring a lifestyle for each user;
an estimation step of estimating a time commitment for each activity of each user from the lifestyle;
a priority setting step of setting a priority of the commitment time and a priority of a schedule for each user;
a schedule setting step of setting the commitment time for each user in the schedule for each user;
A first determination step of determining whether or not two or more of the users plan to act together;
a suggestion step of estimating and proposing free time for each user from the schedule for each user set in the schedule setting step;
a processing step of comparing the priority of the commitment time and the priority of the schedule for each user and matching the schedule based on the comparison result;
13. An information processing method comprising: An acquisition procedure for acquiring a lifestyle for each user;
an estimation step of estimating a time commitment for each action of each user from the lifestyle;
a priority setting step of setting a priority of the commitment time and a priority of a schedule for each of the users;
a schedule setting step of setting the commitment time for each user in a schedule for each user;
a first determination step of determining whether or not two or more of the users plan to act together;
a proposal step of estimating and proposing free time for each user from the schedule for each user set in the schedule setting step;
a processing procedure for comparing the priority of the commitment time and the priority of the schedule for each user and matching the schedule based on the comparison result;
An information processing program for causing a computer to execute the above.

Images