JP7316961B2 - Information processing device, information processing method and program - Google Patents

Description

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

Conventionally, a technique for predicting arrival time or travel time is known (see Patent Literature 1).

JP 2019-16405 A

In the technique described above, the standard travel time required for travel between specific points is calculated by statistically processing the travel time of a mobile terminal that is traveling between specific points. However, the above-described technology does not take into account the deviation between the standard travel time and the actual travel time, and the economic impact of the deviation.

The present application has been made in view of the above, and an object thereof is to provide a technique for evaluating the economic impact of the difference between the predicted travel time and the actual travel time.

An information processing apparatus according to the present application calculates, from log data of a user, a nominal travel time and an actual travel time for each purpose of travel when the user travels between a departure point and a destination. and an acquisition unit that acquires the actual travel time that is attributed to the user, the speed, behavior, situation, mood, travel route or means of travel between the departure point and the destination when the user travels. an estimation unit that calculates the difference between the nominal travel time and the actual travel time, which change depending on the change or the number of people traveling , and estimates the economic effect of the difference or the economic impact related to the economic loss , and the estimation by the estimation unit and a providing unit that provides information based on the result .

According to one aspect of the embodiments, techniques can be provided for evaluating the economic impact of deviations between predicted travel times and actual travel times.

FIG. 1 is a diagram illustrating an example of an information providing system according to an embodiment. FIG. 2A is a diagram illustrating an example of an economic impact estimation process according to the embodiment; FIG. 2B is a diagram illustrating an example of an economic impact estimation process according to the embodiment; FIG. 3 is a diagram illustrating a configuration example of an information providing apparatus according to the embodiment; FIG. 4 is a diagram illustrating a configuration example of a terminal device according to the embodiment; FIG. 5 is a flowchart illustrating an example of the flow of provision processing according to the embodiment. FIG. 6 is a diagram illustrating an example of a hardware configuration;

Embodiments for implementing an information processing apparatus, an information processing method, and a program (hereinafter referred to as "embodiments") according to the present application will be described in detail below with reference to the drawings. Note that the information processing apparatus, information processing method, and program according to the present application are not limited to this embodiment. Also, in each of the following embodiments, the same parts are denoted by the same reference numerals, and overlapping descriptions are omitted.

[Embodiment]
[1. Configuration of Information Providing System]
First, the configuration of an information providing system 1 having a terminal device 100 or an information providing device 10, which is an example of an information processing device, will be described with reference to FIG. FIG. 1 is a diagram showing an example of an information providing system 1 according to an embodiment. As shown in FIG. 1, the information providing system 1 has an information providing device 10, a log server 20, and a terminal device 100. FIG. In addition, the information providing system 1 has a plurality of terminal devices 100 . Also, the information providing device 10 and the log server 20 may be implemented by the same server device, cloud system, or the like. Here, the information providing device 10, the log server 20, and the terminal device 100 are communicably connected by wire or wirelessly via a network N (see FIG. 3, for example).

The information providing device 10 is an information processing device that provides estimated data, which will be described later, to the terminal device 100, and is realized by, for example, a server device, a cloud system, or the like.

The log server 20 is an information processing device that acquires various log data. Specifically, the log server 20 acquires log data indicating behavior on the network of users located in each area. For example, the log server 20 acquires the location history, which is the history of the location of the user, from the terminal device 100 . The log server 20 also acquires a search history, which is a history of search queries input by the user, from a search server (search engine). In addition, the log server 20 acquires the viewing history, which is the history of content viewed by the user, from the content server. The log server 20 also acquires a purchase history, which is a history of purchases made by users, from an electronic commerce server or an electronic settlement server. The log server 20 also acquires a posting history, which is a history of posts by users, from a posting server that provides a word-of-mouth posting service or an SNS (Social Networking Service) server. Note that the log server 20 can acquire various types of information in addition to the information described above. For example, the log server 20 acquires information on user attributes such as age, gender, family structure, and economic situation of the user.

The log server 20 also acquires information on the network regarding facilities located in each area. For example, the log server 20 acquires information on the network regarding users who have visited facilities located in each area. Also, based on the acquired posting history, the log server 20 acquires information about facilities, which is information posted by users who have visited facilities located in each region. In addition, the log server 20 stores the location of facilities located in each region, the average price (average unit price per customer), the category (for example, the category of store business such as cafes and restaurants, the category of food handled in stores such as Italian and French), etc. ) from the terminal device of each facility. Also, the log server 20 can acquire various types of information in addition to the information described above. For example, the log server 20 acquires information about the facility, such as the business hours of the facility and whether or not smoking is permitted at the facility.

The log server 20 also acquires information on the network regarding each region. For example, the log server 20 stores information on the network about each region, such as temperature, weather, altitude, presence of toilets, presence of roofed places, presence of street lights, crime rates, average land prices, and national census results in each region. get.

The terminal device 100 is a smart device such as a smartphone or a tablet, and is a mobile terminal device capable of communicating with an arbitrary server device via a wireless communication network such as 3G (Generation) or LTE (Long Term Evolution). . In addition, the terminal device 100 has a screen such as a liquid crystal display, which has a touch panel function. accepts the operation of Note that, in the following description, an operation performed on an area where content is displayed on a screen may be referred to as an operation on content. The terminal device 100 may be not only a smart device but also an information processing device such as a desktop PC (Personal Computer) or a notebook PC.

[2. Regarding the processing executed by the information providing system]
Therefore, in the information providing system 1, the information providing device 10 and the terminal device 100 execute the following providing process. In the following description, an example of processing for providing estimated data to a user by processing executed by the terminal device 100 will be described. may

For example, the information providing device 10 calculates the difference between the nominal travel time (nominal travel time) and the actual travel time (actual travel time) when the user travels between two points, the departure point and the destination. Then, estimate the economic impact such as economic effect and economic loss due to the difference. Specifically, we calculate the difference between the nominal travel time and the actual travel time when the user commutes to work/school, shop, travel, etc., and estimate the economic impact such as economic effect and economic loss due to the difference.

It is empirically known that there is a gap between the nominal travel time (nominal travel time) and the actual travel time (actual travel time). For example, simply walking speed (walking speed) and behavior, driving vehicle speed (vehicle speed) and driving skill differ from person to person. In general transfer guidance and route searches, the average door-to-door travel time is often calculated, and it cannot be said that it represents the actual travel time of each user. hard. In addition, shortcuts and shortcuts frequently used by local residents may not be reflected.

In addition, even if we calculate the standard travel time required for each user to travel between two points, the actual travel time is not uniform, and the railway operation status, road conditions, weather, and user It changes depending on the physical condition of the person. In addition, the behavior of each user during movement between two points, the starting point and the destination, is not uniform. Depending on the situation and mood, it is possible to change the route or means of transportation between two points, or to stop at a convenience store, a coffee shop, a restroom at a station, etc. on the way. Also, the actual travel time differs depending on whether the person travels alone or travels while talking with a plurality of people.

Note that the starting point and destination are, for example, a place of residence, place of work (home or office), commercial facilities, and the like. The starting point and destination may be an area, a facility, or the like. For example, the area may be an urban area, a residential area, or an office district. Also, the region may be a prefecture, a municipality (administrative area), or the like. The facility is a retail store, a service store, or the like. For example, individual stores such as convenience stores, supermarkets, drug stores, home centers, retail stores such as discount stores, cafes, restaurants, bars and the like may be used. In addition, large commercial facilities (shopping centers / outlet malls / underground malls), entertainment facilities (theme parks / amusement parks / playgrounds / zoos / aquariums / swimming pools / bathing facilities / parks / gardens / famous places), cultural facilities (halls / theaters / Libraries/art galleries/museums), complex facilities, lodging facilities, sports facilities, temples and shrines, public institutions, financial institutions, medical institutions, educational institutions, expressway toll gates, service areas (SA) and parking areas (PA), Alternatively, it may be a railway station, a roadside station, an airport, a harbor (boarding area), or the like. Also, the departure point and the destination may be travel destinations.

In addition, the information providing device 10 acquires each user's place of residence or work (home or office) based on the location data of the terminal device 100 of each user and/or the log data acquired from the log server 20. . For example, from the location data of the terminal device 100 of the user, the information providing device 10 determines the point where the user of the terminal device 100 is located on a daily basis (at night or in the daytime) for a predetermined period of time (for example, 6 hours or more) as the place of residence or You may presume it as a place of work or the like. Alternatively, the information providing device 10 may acquire data specifying the location (for example, place of residence or place of work) of the user of the terminal device 100 from the log data acquired from the log server 20 .

[2-1. About an example of provision processing]
A specific example of the providing process will be described below with reference to FIG. In the following explanation, after explaining the flow of information using FIG. 1, using FIGS. A specific example of a mode of estimating economic impact such as economic loss will be described.

First, the terminal device 100 of each user periodically transmits the position data of the terminal device 100 to the information providing device 10 (step S11). Then, the information providing device 10 periodically receives various log data from the log server 20 (step S12).

Then, the information providing device 10 allows each user to move between two points, the departure point and the destination, based on the position data of the terminal device 100 of each user and/or the log data acquired from the log server 20. A nominal travel time (nominal travel time) and an actual travel time (actual travel time) are obtained (step S13).

For example, the information providing device 10 can determine the estimated departure time and the estimated arrival time from the search history indicating the results of transfer guidance between the departure point and the destination, route searches, etc. performed by each user using the terminal device 100. , is obtained as the nominal travel time.

In addition, the information providing apparatus 10 determines the actual departure time (departure time) of each user from the departure point based on changes over time in the position data of the terminal device 100 of each user and the position history, which is the history of the position of each user. and the time when the user actually arrived at the destination (arrival time), and the actual travel time is calculated from the departure time and the arrival time. Note that the departure time may be the time when each user leaves the starting point. Also, the arrival time may be the time when each user approaches the destination.

Then, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time, and estimates the economic impact from the difference (step S14).

At this time, the information providing apparatus 10 may estimate the economic impact from the difference between the nominal travel time and the actual travel time in consideration of the attributes of each user. For example, the information providing apparatus 10 converts the difference between the nominal travel time and the actual travel time into an hourly wage (hourly wage) of each user to estimate the economic impact. Alternatively, the information providing apparatus 10 estimates the convenience of each user's starting point (easiness of living, etc.) and fluctuations in real estate value from the difference between the nominal travel time and the actual travel time. Alternatively, the information providing device 10 converts the difference between the nominal travel time and the actual travel time into a score, and estimates the economic impact according to the score. Alternatively, the information providing device 10 converts the economic impact estimated from the difference between the nominal travel time and the actual travel time into a score.

At this time, if the actual travel time is shorter than the nominal travel time (if the arrival is earlier), the information providing device 10 estimates the economic effect based on the difference between the nominal travel time and the actual travel time. Further, when the actual travel time is longer than the nominal travel time (when the arrival is delayed), the information providing device 10 estimates the economic loss due to the difference between the nominal travel time and the actual travel time.

Further, the information providing device 10 estimates the cause of the difference between the nominal travel time and the actual travel time based on the position data of each user's terminal device 100 and/or the log data acquired from the log server 20. good. The location data of the terminal device 100 of each user and the log data acquired from the log server 20 contain information indicating the movement route from the departure point to the destination of each user and the behavior and actions during movement. For example, the information providing apparatus 10 may estimate the movement speed and movement pattern of each user from position data and position history. Also, the information providing apparatus 10 may estimate places, stores, and the like that each user has visited during movement from location data, location history, purchase history, and the like. Further, the information providing device 10 may estimate that each user is operating the terminal device 100 and the moving speed has slowed down from the position data, the search history, the browsing history, and the like. In addition, the information providing device 10 estimates the cause of the difference between the nominal travel time and the actual travel time based on the attribute of each user, the attribute of each user's departure point, destination, or area through which the user travels. good too.

Then, the information providing device 10 distributes the estimated data including the actual travel time and the economic impact to the terminal device 100 of each user or their place of work, or to the terminal device 100 of the real estate agent or the information service provider (step S15). . Then, the terminal device 100 of each user or his/her workplace, or the terminal device 100 of the real estate agent or information service provider displays the estimated data (step S16).

[2-1-1. An example of economic impact estimation processing]
Next, an example of the economic impact estimation process will be described with reference to FIGS. 2A and 2B. 2A and 2B are diagrams illustrating an example of economic impact estimation processing according to the embodiment. FIG. 2A shows an example of provision processing when the user travels between two points using a railroad. FIG. 2B shows an example of provision processing when the user uses a vehicle to move between two points.

The information providing device 10 acquires the departure point D and the destination G shown in FIGS. 2A and 2B based on the position data of the terminal device 100 of the user.

In addition, in FIG. 2A and FIG. 2B, A station, B station, and C station are shown as an example of a railway station. Other stations are omitted.

(Example of train movement)
In the example shown in FIG. 2A, the user moves from home, which is a starting point D, to a destination G, which is a place of work, via railway stations A, B, and C. In other words, the user travels from the starting point D to the destination G by railroad.

Here, the route from home, which is the starting point D, to station A, which is a railway station, is defined as route R1. Also, the route from station A, which is a railway station, to station B is assumed to be route R2. A route from B station to C station, which is a railway station, is assumed to be route R3. Also, the route from station C, which is a railway station, to the place of work, which is destination G, is assumed to be route R4. Note that the route connecting A station and B station and the route connecting B station and C station are different routes, and a transfer occurs at B station.

For example, the user walks or rides a bicycle along a route R1 from home, which is a starting point D, to station A, which is a railway station. In addition, the user may move using a bus or a taxi. Alternatively, the user may have a family member pick up and drop off the user from home to the A station.

Also, the user travels on the route R2 from station A to station B using the railroad of the first route. When the user arrives at B station, the user changes from the first line to the second line, and travels along route R3 from B station to C station using the railway of the second line.

In addition, the user travels on route R4 from station C to destination G, which is the place of work, on foot or by bicycle. In addition, the user may move using a bus or a taxi.

The information providing device 10 calculates a nominal travel time (nominal travel time) and an actual travel time (actual travel time) when the user travels between the two points of the departure point D and the destination G shown in FIG. 2A. to get Then, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time between two points, the departure point D and the destination G, and estimates the economic impact from the difference.

At this time, the information providing device 10 not only calculates the nominal travel time and the actual travel time between two points between the departure point D and the destination G, but also the section between the departure point D and A station, and the distance between A station and B station. The nominal travel time and the actual travel time of each of the sections, the section between B station and C station, and the section between C station and destination G may be acquired. Then, the information providing device 10 may calculate the difference between the nominal travel time and the actual travel time for each section, and estimate the economic impact from the difference.

In addition, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time between two points, the departure point D and the destination G, for each travel means used, and calculates the economic impact from the difference. can be estimated. Similarly, the information providing device 10 may calculate the difference between the nominal travel time and the actual travel time for each of the above sections for each travel means used, and estimate the economic impact from the difference.

(Example of moving on the road)
In the example shown in FIG. 2B, the user is moving from home, which is a starting point D, to a destination G, which is a place of work, on the road. That is, the user uses a vehicle to move from the starting point D to the destination G. The vehicle is not limited to a private car, and may be a bus, a taxi, or the like. Moreover, the vehicle is not limited to a passenger car, and may be a two-wheeled vehicle (motorcycle or bicycle) or the like. Moreover, in fact, the user may move from the departure point D to the destination G on foot without using a vehicle.

Here, the route from home, which is the starting point D, to the destination G, which is the place of work, does not pass through station A, which is a railway station, as route R11. A route passing through A station, which is a railway station, is assumed to be a route R12.

Both route R11 and route R12 involve traveling over railroad tracks. expected to be affected. However, if the route R11 that does not pass through Station A is a route that passes through a railroad crossing and the route that passes through Station A is a route that passes through an overpass (overpass), the route R12 route R11 may be faster than route R11.

The information providing device 10 acquires the nominal travel time and the actual travel time when the user travels between the two points of the departure point D and the destination G shown in FIG. 2B. Then, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time between two points, the departure point D and the destination G, and estimates the economic impact from the difference.

At this time, the information providing apparatus 10 sets the nominal movement when the user moves between two points, the departure point D and the destination G, by passing through the route R11 that does not pass through A station, which is the railway station shown in FIG. 2B. Get time and actual travel time. Then, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time between two points, the departure point D and the destination G, and estimates the economic impact from the difference.

In addition, the information providing device 10 calculates the nominal travel time when the user travels between two points, the departure point D and the destination G, by passing through the route R12 passing through station A, which is the railway station shown in FIG. 2B. and actual travel time. Then, the information providing device 10 may calculate the difference between the nominal travel time and the actual travel time between two points, the departure point D and the destination G, and estimate the economic impact from the difference.

Further, the information providing device 10 may compare the actual travel time when traveling along the route R11 with the actual travel time when traveling along the route R12. In addition, the information providing device 10 calculates the difference between the nominal travel time and the actual travel time when traveling along the route R11 and the economic impact, and the nominal travel time and the actual travel time when traveling through the route R12. Differences over time and economic impact may be compared.

[3. Configuration of Information Providing Device]
Next, an example of the functional configuration of the information providing device 10 according to the embodiment will be described using FIG. FIG. 3 is a diagram showing a configuration example of the information providing device 10 according to the embodiment. As shown in FIG. 3 , the information providing device 10 has a communication section 11 , a storage section 12 and a control section 13 .

The communication unit 11 is realized by, for example, a NIC (Network Interface Card) or the like. The communication unit 11 is connected to the network N by wire or wirelessly, and transmits and receives information to and from the terminal device 100 and the log server 20 .

The storage unit 12 is realized by, for example, a semiconductor memory device such as a RAM (Random Access Memory) or a flash memory, or a storage device such as a hard disk or an optical disk. The storage unit 12 also has a position database 121 , an attribute database 122 , a history database 123 and a map database 124 .

The location data of the terminal device 100 is stored in the location database 121 . Here, the position data may be position coordinates or the like acquired based on GPS (Global Positioning System), mobile base stations, access points, or the like.

The attribute database 122 stores attribute data of the user (contractor) of the terminal device 100 . Here, the attribute data may include the user's age, sex, family structure, home, place of work, occupation, job title, income, residence type, presence or absence of a car, lessons learned, lifestyle, and the like. In addition, attribute data may be data related to user demographics (demographic attributes), psychographics (psychological attributes), geographic (geographical attributes), behavioral (behavioral attributes), etc. good.

In the history database 123, log data indicating behavior on the network of the user of the terminal device 100 is registered. Here, the log data may include location history, search history, browsing history, purchase history, posting history, and the like. The log data may also include cashless payment history such as credit card, debit card, electronic money, bar code payment, or QR code (registered trademark) payment at the physical store.

Map data is registered in the map database 124 . Here, the map data may include an image for drawing a map in raster format with a plurality of scales, an image for drawing a map in vector format, and the like. For example, the map data may be map data meshed according to scale (for example, JIS standard first to third regional division mesh data, 100 m mesh data, etc.). The map data may also include map object data regarding features, notes, and symbols on the map.

The control unit 13 is realized by executing various programs stored in a storage device inside the information providing apparatus 10 using a RAM as a work area, for example, by a CPU (Central Processing Unit) or an MPU (Micro Processing Unit). be done. Also, the control unit 13 is implemented by an integrated circuit such as an ASIC (Application Specific Integrated Circuit) or an FPGA (Field Programmable Gate Array). As shown in FIG. 3 , the control unit 13 has an acquisition unit 14 , an estimation unit 15 and a provision unit 16 .

The acquisition unit 14 acquires nominal travel time, which is the nominal travel time when the user travels between the departure point and the destination, and actual travel time, which is the actual travel time. The acquisition unit 14 also acquires position data of the terminal device 100 . The acquisition unit 14 also acquires various log data from the log server 20 . Note that the acquisition unit 14 may acquire the user's departure point and destination based on the position data of the user's terminal device 100 . Further, the acquisition unit 14 may acquire search data in the terminal device 100 from a search server (search engine).

The estimation unit 15 estimates the economic impact from the difference between the nominal travel time and the actual travel time.

For example, the estimation unit 15 may estimate the economic impact by converting the difference between the nominal travel time and the actual travel time into the hourly wage of each user.

Also, the estimation unit 15 may estimate the convenience of the departure point (livability, etc.) and fluctuations in real estate value from the difference between the nominal travel time and the actual travel time.

Also, the estimation unit 15 may convert the difference between the nominal travel time and the actual travel time into a score, and estimate the economic impact according to the score. Alternatively, the estimation unit 15 converts the economic impact estimated from the difference between the nominal travel time and the actual travel time into a score.

In addition, when the actual travel time is shorter than the nominal travel time (when the destination arrives earlier), the estimating unit 15 may estimate the economic effect based on the difference between the nominal travel time and the actual travel time.

In addition, when the actual travel time is longer than the nominal travel time (when the arrival is delayed), the estimating unit 15 may estimate the economic loss based on the difference between the nominal travel time and the actual travel time.

Furthermore, the estimation unit 15 may estimate the cause of the difference between the nominal travel time and the actual travel time based on the location data of each user's terminal device 100 and/or the log data acquired from the log server 20. .

The providing unit 16 provides information based on the estimation result by the estimating unit 15 . For example, the providing unit 16 provides estimated data including actual travel time and economic impact. The providing unit 16 may provide estimated data including information based on the difference between the nominal travel time and the actual travel time between the departure point and the destination. The providing unit 16 may provide the estimated data including the actual travel time to and from the departure point or the destination and the information on the change in real estate value based on the actual travel time. The providing unit 16 may provide the estimated data including the actual travel time between the departure point or the destination and the nearest station, and the information related to the fluctuation of the real estate value based on the actual travel time.

For example, the providing unit 16 distributes information based on the estimation result by the estimating unit 15 via the communication unit 11 to the terminal device 100 of each user or his/her workplace, or to the terminal device 100 of a real estate agent or an information service provider. . Alternatively, the providing unit 16 may output information based on the estimation result by the estimating unit 15 to a display device (not shown) connected to the information providing device 10 .

[4. Configuration of terminal device]
Next, the configuration of the terminal device 100 according to the embodiment will be described using FIG. FIG. 4 is a diagram illustrating a configuration example of the terminal device 100 according to the embodiment. As shown in FIG. 4 , the terminal device 100 has a communication section 110 , an input section 120 , an output section 130 , a physical sensor 140 and a control section 150 .

The communication unit 110 is implemented by, for example, a NIC. The communication unit 110 is connected to the network N by wire or wirelessly, and transmits and receives information to and from the information providing apparatus 10 .

The input unit 120 is an input device that receives various operations from the user. For example, the input unit 120 is implemented by a keyboard, mouse, operation keys, and the like. The output unit 130 is a display device for displaying various information, that is, a screen. For example, the output unit 130 is realized by a liquid crystal display or the like. Note that when a touch panel is adopted for the terminal device 100, the input unit 120 and the output unit 130 are integrated. Also, in the following description, the output unit 130 may be referred to as a screen.

The physical sensor 140 is a sensor that detects various physical information of the terminal device 100, such as a gyro sensor, an acceleration sensor, an atmospheric pressure sensor, a temperature sensor, a volume sensor, and a brightness sensor. Note that the physical sensor 140 may be a sensor that estimates the current position of the terminal device 100 using a positioning system such as GPS. In addition, the terminal device 100 can measure the position of the terminal device 100 using techniques such as Pedestrian Dead-Reckoning (PDR) using the acceleration sensor, the gyro sensor, the atmospheric pressure sensor, and the like. is. This makes it possible to acquire indoor position information that is difficult to acquire with a positioning system such as GPS.

The control unit 150 is implemented, for example, by executing various programs (corresponding to an example of an information display program) stored in a storage device inside the terminal device 100 using the RAM as a work area by the CPU, MPU, or the like. . For example, these various programs correspond to application programs called web browsers. Also, the control unit 150 is realized by, for example, an integrated circuit such as an ASIC or FPGA.

As shown in FIG. 4, the control unit 150 includes a request unit 151, an operation control unit 152, and a display processing unit 153, and implements or executes information processing functions and actions described below. Note that the internal configuration of the control unit 150 is not limited to the configuration shown in FIG. 4, and may be another configuration as long as it performs information processing described later. Moreover, the connection relationship between the processing units of the control unit 150 is not limited to the connection relationship shown in FIG. 4, and may be another connection relationship.

When receiving text data such as a search word from the operation control unit 152, the request unit 151 transmits a search request including the received text data to the search server.

The operation control unit 152 executes various controls according to user operations received via the input unit 120 . For example, when the user performs various selection operations on the input unit 120 , the operation control unit 152 outputs the content of the selection operation to the display processing unit 153 . In addition, the operation control unit 152 outputs the content of the user's operation such as a scroll operation or a tap operation received via the input unit 120 to the display processing unit 153 .

The display processing unit 153 displays the received various data on the output unit 130 . For example, the display processing unit 153 executes processing for displaying various search results, web pages, or estimated data. The display processing unit 153 is realized, for example, by being executed by a CPU, an MPU, or the like using a RAM as a work area.

[5. Processing Flow of Terminal Device 100]
Next, a procedure of display processing executed by the terminal device 100 that executed the control information and the information providing device 10 will be described with reference to FIG. FIG. 5 is a flowchart illustrating an example of the flow of provision processing according to the embodiment.

For example, based on the position data of each user's terminal device 100 and the log data acquired from the log server 20, the information providing device 10 nominally The travel time (nominal travel time) and the actual travel time (actual travel time) are acquired (step S101).

For example, the information providing device 10 can determine the estimated departure time and the estimated arrival time from the search history indicating the results of transfer guidance between the departure point and the destination, route searches, etc. performed by each user using the terminal device 100. , is obtained as the nominal travel time.

In addition, the information providing apparatus 10 determines the actual departure time (departure time) of each user from the departure point based on changes over time in the position data of the terminal device 100 of each user and the position history, which is the history of the position of each user. and the time when the user actually arrived at the destination (arrival time), and the actual travel time is calculated from the departure time and the arrival time.

The information providing device 10 then calculates the difference between the nominal travel time and the actual travel time, and estimates the economic impact from the difference (step S102).

Then, the information providing device 10 creates estimated data including actual travel time and economic impact (step S103).

Then, the information providing device 10 distributes the estimated data including the actual travel time and the economic impact to the terminal device 100 of each user or their place of work, or to the terminal device 100 of the real estate agent or the information service provider (step S104). .

Then, the terminal device 100 of each user or his/her workplace, or the terminal device 100 of the real estate agent or information service provider displays the received estimated data (step S105).

[6. Modification]
An example of the providing process has been described above. However, embodiments are not so limited. A modification of the providing process will be described below. It should be noted that the provision processing described below may be realized by a function exerted by the terminal device 100 side, or may be realized by a function exerted by the information providing device 10 side.

[6-1. Device configuration〕
In the above embodiment, an example in which the information providing system 1 includes the log server 20 having a function of acquiring various log data has been described, but the embodiment is not limited to this. For example, the information providing device 10 may have a function of acquiring various log data. In such a case, the information providing apparatus 10 may acquire various types of log data from the terminal device 100 without going through the log server 20 and accumulate them. When having such a configuration, the information providing system 1 may not have the log server 20 .

[6-2. others〕
Further, among the processes described in the above embodiments, all or part of the processes described as being automatically performed can be manually performed, or the processes described as being performed manually can be performed manually. All or part of this can also be done automatically by known methods. In addition, information including processing procedures, specific names, various data and parameters shown in the above documents and drawings can be arbitrarily changed unless otherwise specified. For example, the various information shown in each drawing is not limited to the illustrated information.

Also, each component of each device illustrated is functionally conceptual, and does not necessarily need to be physically configured as illustrated. In other words, the specific form of distribution and integration of each device is not limited to the one shown in the figure, and all or part of them can be functionally or physically distributed and integrated in arbitrary units according to various loads and usage conditions. Can be integrated and configured.

Moreover, each of the embodiments described above can be appropriately combined within a range that does not contradict the processing contents.

[6-3. program〕
Also, the information providing device 10 and the terminal device 100 according to the above-described embodiments are implemented by a computer 1000 configured as shown in FIG. 6, for example. FIG. 6 is a diagram illustrating an example of a hardware configuration; A computer 1000 is connected to an output device 1010 and an input device 1020, and an arithmetic device 1030, a primary storage device 1040, a secondary storage device 1050, an output IF (Interface) 1060, an input IF 1070, and a network IF 1080 are connected via a bus 1090. have

Arithmetic device 1030 operates based on programs stored in primary storage device 1040 and secondary storage device 1050, programs read from input device 1020, and the like, and executes various types of processing. The primary storage device 1040 is a memory device such as a RAM that temporarily stores data used by the arithmetic device 1030 for various calculations. The secondary storage device 1050 is a storage device in which data used for various calculations by the arithmetic device 1030 and various databases are registered, and is implemented by a ROM (Read Only Memory), HDD, flash memory, or the like.

The output IF 1060 is an interface for transmitting information to be output to the output device 1010 that outputs various types of information such as a monitor and a printer. It is realized by a connector conforming to a standard such as HDMI (registered trademark) (High Definition Multimedia Interface). Also, the input IF 1070 is an interface for receiving information from various input devices 1020 such as a mouse, keyboard, scanner, etc., and is realized by, for example, USB.

Note that the input device 1020 includes, for example, optical recording media such as CDs (Compact Discs), DVDs (Digital Versatile Discs), PDs (Phase change rewritable discs), magneto-optical recording media such as MOs (Magneto-Optical discs), and tapes. It may be a device that reads information from a medium, a magnetic recording medium, a semiconductor memory, or the like. Also, the input device 1020 may be an external storage medium such as a USB memory.

Network IF 1080 receives data from other devices via network N and sends the data to arithmetic device 1030, and also transmits data generated by arithmetic device 1030 via network N to other devices.

The arithmetic device 1030 controls the output device 1010 and the input device 1020 via the output IF 1060 and the input IF 1070 . For example, arithmetic device 1030 loads a program from input device 1020 or secondary storage device 1050 onto primary storage device 1040 and executes the loaded program.

For example, when the computer 1000 functions as the terminal device 100 , the arithmetic device 1030 of the computer 1000 implements the functions of the control unit 150 by executing programs loaded on the primary storage device 1040 . Also, when the computer 1000 functions as the information providing device 10 , the arithmetic device 1030 of the computer 1000 implements the functions of the control unit 13 by executing the program loaded on the primary storage device 1040 .

[7. effect〕
As described above, the information providing device 10 can evaluate the economic impact of the difference between the predicted travel time and the actual travel time. Specifically, the information providing apparatus 10 can take account of the attributes of each user and exert an economic impact based on the difference between the nominal travel time and the actual travel time.

For example, the information providing apparatus 10 can estimate the economic impact by converting the difference between the nominal travel time and the actual travel time into the hourly wage of each user. In addition, the information providing apparatus 10 can estimate the convenience (ease of living, etc.) of each user's departure location and changes in real estate value based on the difference between the nominal travel time and the actual travel time.

Further, the information providing device 10 can convert the difference between the nominal travel time and the actual travel time into a score and estimate the economic impact according to the score. In addition, the information providing device 10 can convert the economic impact estimated from the difference between the nominal travel time and the actual travel time into a score.

In addition, when the actual travel time is shorter than the nominal travel time (when the arrival time is earlier), the information providing device 10 can estimate the economic effect of the difference between the nominal travel time and the actual travel time. In addition, when the actual travel time is longer than the nominal travel time (arrives later), the information providing device 10 can estimate the economic loss due to the difference between the nominal travel time and the actual travel time.

Further, the information providing device 10 can estimate the cause of the difference between the nominal travel time and the actual travel time based on the location data of each user's terminal device 100 and/or the log data acquired from the log server 20. can.

As described above, some of the embodiments of the present application have been described in detail based on the drawings. It is possible to carry out the invention in other forms with modifications.

Also, the "section, module, unit" described above can be read as "means" or "circuit". For example, the acquisition unit can be read as acquisition means or an acquisition circuit.

1 information providing system 10 information providing device 11, 110 communication unit 12 storage unit 121 position database 122 attribute database 123 history database 124 map database 13, 150 control unit 14 acquisition unit 15 estimation unit 16 provision unit 20 log server 100 terminal device 120 input Unit 130 Output unit 140 Physical sensor 151 Request unit 152 Operation control unit 153 Display processing unit

Claims (10)

Acquiring nominal travel time, which is nominal travel time, and actual travel time, which is actual travel time, for each purpose of travel when the user travels between a departure point and a destination from user log data an acquisition unit that
The nominal movement that is caused by the user and that changes depending on the user's speed, behavior, situation, mood during movement, change in movement route or means of movement between the departure point and the destination, or the number of people during movement an estimating unit that calculates the difference between the time and the actual travel time and estimates the economic effect or economic impact related to the economic loss due to the difference ;
a providing unit that provides information based on the result of estimation by the estimating unit;
An information processing device comprising: The information processing apparatus according to claim 1, wherein the estimation unit converts a difference between the nominal travel time and the actual travel time into an hourly wage of the user to estimate an economic impact. 3. The information processing apparatus according to claim 1, wherein the estimating unit estimates fluctuations in real estate value at the departure point from a difference between the nominal travel time and the actual travel time. Any one of claims 1 to 3, wherein the estimation unit converts a difference between the nominal travel time and the actual travel time into a score, and estimates an economic impact according to the score. The information processing device according to . The information processing apparatus according to any one of claims 1 to 4, wherein the estimation unit converts an economic impact estimated from a difference between the nominal travel time and the actual travel time into a score. . 6. Among claims 1 to 5, wherein, when the actual travel time is shorter than the nominal travel time, the estimating unit estimates an economic effect based on a difference between the nominal travel time and the actual travel time. The information processing device according to any one of the above. When the actual travel time is longer than the nominal travel time, the estimating unit estimates an economic loss due to a difference between the nominal travel time and the actual travel time. The information processing device according to any one of the above. The estimating unit estimates the cause of the difference between the nominal travel time and the actual travel time based on location data and log data of the terminal device of the user. 1. The information processing device according to 1. An information processing method executed by an information processing device,
Acquiring nominal travel time, which is nominal travel time, and actual travel time, which is actual travel time, for each purpose of travel when the user travels between a departure point and a destination from user log data an obtaining step for
The nominal movement that is caused by the user and that changes depending on the user's speed, behavior, situation, mood during movement, change in movement route or means of movement between the departure point and the destination, or the number of people during movement an estimation step of calculating the difference between the time and the actual travel time, and estimating the economic effect of the difference or the economic impact of the economic loss ;
a provision step of providing information based on the estimation result of the estimation step;
An information processing method comprising: Acquiring nominal travel time, which is nominal travel time, and actual travel time, which is actual travel time, for each purpose of travel when the user travels between a departure point and a destination from user log data an acquisition procedure to
The nominal movement that is caused by the user and that changes depending on the user's speed, behavior, situation, mood during movement, change in movement route or means of movement between the departure point and the destination, or the number of people during movement an estimation procedure for calculating the difference between the time and the actual travel time, and estimating the economic effect or economic impact related to the economic loss due to the difference ;
a provision step for providing information based on the estimation results of the estimation step;
A program that causes a computer to run

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