WO2014030529A1

WO2014030529A1 - Action predict device, action predict method, and information processing system

Info

Publication number: WO2014030529A1
Application number: PCT/JP2013/071054
Authority: WO
Inventors: 恵前田
Original assignee: 株式会社東芝
Priority date: 2012-08-20
Filing date: 2013-08-02
Publication date: 2014-02-27
Also published as: JPWO2014030529A1; SG11201500704UA

Abstract

An action predict device of this embodiment comprises: a communication unit which acquires usage history information which is recorded according to usage of an IC card; databases which accumulate the usage history information; and an action predict unit. The action predict unit, using the usage history information accumulated in the databases, predicts an action of a user of the IC card, and, on the basis of the predicted action, generates predict information for generating guidance information with respect to the user of the IC card.

Description

Behavior prediction apparatus, behavior prediction method, and information processing system

Embodiments described herein relate generally to a behavior prediction apparatus, a behavior prediction method, and an information processing system.

In recent years, various services using IC (integrated circuit) cards or smart cards have been provided or proposed. An IC card is a portable card in which an integrated circuit that realizes a recording function for recording information and an arithmetic function for information processing is incorporated. Hereinafter, it is generically called an IC card including a smart card. Specific services using such an IC card include, for example, automatic ticket gate processing for public transportation such as trains and buses, or fee processing for goods sales at stores and vending machines.

IC cards can record events such as entering / exiting station ticket gates or getting on / off buses as history information when a user performs contact (including proximity) operations using a public transportation station ticket gate or bus fee settlement machine. it can. Also, sales events at stores and vending machines can be recorded as history information. The history information includes the contents of the event, the usage fee, the usage date and time, and the like. The contents of the event correspond to the purpose and use of the IC card, such as entrance / exit at a ticket gate, merchandise sales or deposit (charge).

JP 2012-28015 A

Generally, history information recorded by an IC card is stored in a database. The user can query the history information stored in the database. However, many users usually do not necessarily need such history information. Therefore, it is useful if history information can be utilized to provide an effective service to the user.

Therefore, using the history information provided by the IC card, we solve the problem of providing effective services to users.

The behavior prediction apparatus according to the present embodiment includes means for acquiring usage history information recorded according to use of an IC card, database means for storing the usage history information, and behavior prediction means. The behavior prediction means predicts the behavior of the IC card user using the usage history information stored in the database means, and generates guidance information for the user of the IC card based on the predicted behavior. Prediction information for generating.

FIG. 1 is a block diagram for explaining the configuration of the behavior prediction apparatus and system according to the embodiment. FIG. 2 is a diagram illustrating an example of an IC card usage history according to the embodiment. FIG. 3 is a flowchart for explaining a first specific example related to the embodiment. FIG. 4 is a flowchart for explaining a second specific example related to the embodiment.

Embodiments will be described below with reference to the drawings.

[Configuration of Action Prediction Device and System]
As shown in FIG. 1, the behavior prediction apparatus 10 according to the present embodiment has a configuration that is applied to a service system that uses an IC card 20. The service system according to the present embodiment includes an action prediction device 10, a traffic IC card read / write device 21, a product sales IC card read / write device 31, a mobile terminal 40, and a network (Internet) 50.

The behavior prediction device 10 is a device realized by a computer (hardware and software), and includes a product sales history information database (product sales history DB) 11, a public transportation use history information database (transportation use history DB) 12, and a use. A person movement history information database (movement history DB) 13, a control unit 14, a calculation unit 15, and a communication unit 16 are included.

The DBs 11 to 13 may be managed by a server connected to the network 50 and accessed by the behavior prediction apparatus 10 via the network 50.

The product sales history DB 11 accumulates product sales history information 11A when the user uses the IC card 20 and pays a fee for purchasing a product at a store such as a supermarket or a convenience store. The transportation use history DB 12 accumulates the bus use history information 12A when the user uses the bus which is a public transport and the train use history information 12B when the train is used using the IC card 20. The movement history DB 13 accumulates movement history information when walking, using a bicycle, or using a car using a mobile terminal 40 having a GPS (global positioning system) function such as a smartphone or a mobile phone. The movement history information includes GPS history information 13A, walking history information 13B, car usage history information 13C, and bicycle usage history information 13D when the GPS function (position detection function) is used.

The control unit 14 is a controller that controls the entire behavior prediction apparatus 10 and controls input / output of information between the calculation unit 15 and each of the DBs 11 to 13. The control unit 14 controls input / output of information between the communication unit 16 and each of the DBs 11 to 13. The calculating part 15 is a prediction process part which performs an action prediction process so that it may mention later. The control unit 14 and the calculation unit 15 are realized by a microprocessor. The communication unit 16 is a communication interface that is connected to the network 50 and performs information communication with each of the traffic IC card read / write device 21, the product sales IC card read / write device 31, or the mobile terminal 40.

Note that the information communication medium of the network 50 may be either wired communication or wireless communication. In addition, when a roadside device that performs vehicle dedicated communication (DSRC: Dedicated Short Range Communication) is connected to the network 50, the behavior predicting device 10 transmits a mobile terminal 40 or an in-vehicle terminal (not shown) through the roadside device. 2) may be configured to perform information communication. A roadside machine is a device that is installed on a road and performs wireless communication with a vehicle traveling on the road.

The traffic system IC card read / write device 21 is a device incorporated in, for example, an automatic ticket gate of a train, and writes or reads train use history information and the like with respect to the corresponding IC card 20. The traffic IC card read / write device 21 includes a reading unit 22, a recording unit (writing unit) 23, a display unit 24, a control unit 25, an arithmetic processing unit 26, a communication unit 27, and a power supply 28. The traffic IC card read / write device 21 may be incorporated in a device other than the automatic ticket gate.

The reading unit 22 reads train use history information and the like from the IC card 20. The writing unit 23 writes (records) train use history information and the like on the IC card 20. The control unit 25 is a controller that controls the entire apparatus 21. As will be described later, the arithmetic processing unit 26 executes information processing for displaying traffic guidance information on the display of the display unit 24 in cooperation with the behavior prediction device 10. The control unit 25 and the arithmetic processing unit 26 are realized by a microprocessor. The communication unit 27 is a communication interface that is connected to the network 50 and performs information communication with the behavior prediction apparatus 10.

The product sales IC card read / write device 31 is a device that is installed in a store such as a convenience store or a supermarket, for example, and writes or reads product sales use history information or the like with respect to the corresponding IC card 20. The merchandise IC card read / write device 31 includes a reading unit 32, a recording unit (writing unit) 33, a display unit 34, a control unit 35, an arithmetic processing unit 36, a communication unit 37, and a power source 38.

The reading unit 32 reads product sales history information and the like from the IC card 20. The writing unit 33 writes (records) product sales history information and the like on the IC card 20. The control unit 35 is a controller that controls the entire apparatus 31. As will be described later, the arithmetic processing unit 36 performs information processing for displaying product guidance information on the display of the display unit 34 in cooperation with the behavior prediction device 10. The control unit 35 and the arithmetic processing unit 36 are realized by a microprocessor. The communication unit 37 is a communication interface that is connected to the network 50 and performs information communication with the behavior prediction apparatus 10.

The mobile terminal 40 is a portable information device such as a smartphone or a mobile phone. The mobile terminal 40 includes a control unit 41, a reading unit 42, a GPS processing unit 43, an input unit 44, a display unit 45, a recording unit (writing unit) 46, an IC chip 47, and a communication unit 48. Have The mobile terminal 40 may be configured to include a gyro sensor (not shown) for estimating the movement state of the user.

The control unit 41 is a controller that is realized by a microprocessor that controls the entire mobile terminal 40 and executes various types of information processing. The reading unit 42 reads information from a storage device included in the IC chip 47. The writing unit 46 writes information to a storage device included in the IC chip 47. The GPS processing unit 43 is a module that implements a GPS function that generates position information of the mobile terminal 40. The IC chip 47 includes a storage device for storing information and is replaceable. The communication unit 48 is a communication interface that is connected to the network 50 and performs information communication with the behavior prediction apparatus 10.

Furthermore, the system of the present embodiment includes a vehicle congestion state analysis device 17 that analyzes a congestion state in a vehicle such as a train or a bus. The vehicle congestion state analysis device 17 analyzes the congestion state in the vehicle and stores the analysis result as vehicle congestion state information 17A. The behavior prediction device 10 receives the vehicle congestion status information 17A from the vehicle congestion status analysis device 17, and executes processing for providing guidance information related to the vehicle congestion status, as will be described later. In addition, the system of the present embodiment includes a weather information database 18 that accumulates weather information indicating weather forecasts and weather conditions distributed from the outside. As will be described later, the behavior prediction apparatus 10 inputs weather information from the weather information database 18 and uses it when creating guidance information. Furthermore, the system of the present embodiment has a vehicle traffic situation information database 19 that accumulates vehicle traffic situation information indicating the traffic situation of a vehicle traveling on a road such as an expressway distributed from the outside. As will be described later, the behavior prediction device 10 inputs vehicle traffic situation information from the vehicle traffic situation information database 19 and uses it when creating guidance information.

FIG. 2 is a diagram illustrating an example of usage history information of the IC card 20 according to the present embodiment.

The IC card 20 is a portable card medium in which an integrated circuit that realizes a recording function for recording information and an arithmetic function for performing information processing is incorporated. The IC card 20 may be an IC chip 47 built in the mobile terminal 40.

As shown in FIG. 2, usage history information is recorded each time a user performs an event such as entering / exiting a ticket gate of a transportation facility or getting on and off a bus using an IC card 20. The usage history information includes items of usage date, usage time, type, usage location, and remaining amount. Further, the usage history information includes a GPS item indicating position information acquired by GPS (global positioning system) and a weather item indicating weather information acquired from the weather information database 18. In particular, the GPS item is an item indicating position information generated by the GPS processing unit 43 when the IC card 20 is the IC chip 47 of the mobile terminal 40.

In the usage history information item, the type indicates entry or participation of a station ticket gate at a transportation facility, merchandise sales at a store, or payment (charge). The place of use indicates the entrance station, departure station, and store name of the transportation facility. The type means that if the transportation is a bus, the entry is a ride and the entry is a drop-off. In the example shown in FIG. 2, the user charges the IC card 20 at the terminal of the store (AA) on the date of April 20, for example. A circle is recorded. In addition, for example, when a user purchases a product at the store (AA) on the same day and pays a fee with the IC card 20, the product is sold as the type on the IC card 20, and the remaining amount after deducting the payment amount is 23,300 yen. Is recorded.

Furthermore, the user can enter the IC card 20 as a type by contacting (including proximity) the IC card 20 with an automatic ticket gate installed at a train entrance station (BB), which is a public transportation system. Recorded (April 20). Furthermore, by contacting the IC card 20 with an automatic ticket gate installed at the train station (CC), the IC card 20 is entered as a type, and the remaining amount after deducting the boarding fee is recorded as 2,010 yen. The In the same manner, when the user touches the IC card 20 with an automatic ticket gate installed at an entrance station (CC, DD) of the train, the IC card 20 is recorded with an entry as a type. In addition, by contacting the IC card 20 with an automatic ticket gate installed at a train station (DD, CC, BB), the IC card 20 is recorded as a type and the remaining amount after deducting the boarding fee is recorded. .

[Operation of this embodiment]
The operation of the behavior prediction apparatus and system of this embodiment will be described below with reference to the flowcharts of FIGS.

In the present embodiment, a service for presenting effective guidance information to a user using the usage history information of the IC card 20 is realized by the behavior prediction apparatus 10 and the system as shown in FIG.

First, a first specific example for realizing a service will be described with reference to the flowchart of FIG.

The first specific example is a process of presenting guidance information for guiding a non-congested vehicle that is close to a ticket gate of a participating station when a user uses a public transportation train.

As shown in FIG. 3, when the user brings the IC card 20 into contact (proximity) with the traffic IC card read / write device 21 incorporated in the automatic ticket gate at the entrance station, the system provides the traffic service. Processing to be realized is started (YES in steps S1 and S2). The merchandise processing is processing by the merchandise IC card read / write device 31 when the user purchases a product using the IC card 20 in the store (NO in step S2).

The transportation IC card read / write device 21 writes the use date, use time, type, use place, etc. as use history information to the IC card 20 (step S3). Here, the traffic IC card read / write device 21 may write GPS location information and weather information (for example, current weather conditions) as usage history information. Further, when the user uses the IC chip 47 of the mobile terminal 40 instead of the IC card 20, the position information generated by the GPS processing unit 43 may be recorded in the GPS item of the usage history information. . That is, as shown in FIG. 2, the entrance station (BB) is recorded on the IC card 20 as the usage location of the usage history information. The traffic IC card read / write device 21 displays usage history information such as the remaining amount recorded on the IC card 20 on the display of the display unit 24.

Next, the traffic IC card read / write device 21 transmits the usage history information including the IC card number and the entrance station (BB) read from the IC card 20 from the communication unit 27 to the behavior prediction device 10 via the network 50. (Step S4). Hereinafter, processing of the behavior prediction apparatus 10 will be described.

When the behavior prediction device 10 receives information from the traffic system IC card read / write device 21, the behavior prediction device 10 accumulates use history information as train use history information 12B in the transport use history DB 12 (step S11). Furthermore, the behavior prediction apparatus 10 reads train use history information 12B corresponding to the IC card number (step S12). The IC card number corresponds to the transportation use history DB 12 on a one-to-one basis with the train use history information 12B.

The behavior prediction apparatus 10 uses the calculation unit 15 to statistically process tendencies (frequency) between the entrance station and the exit station from the user's past train use history information 12B. That is, the frequency of the participating station that participates in the entering station (BB) where the user enters is calculated. The behavior prediction apparatus 10 executes a prediction process for extracting a participating station (CC) most closely related to the entering station (BB) as a predicted participating station based on the statistical result (step S13).

Next, the behavior prediction apparatus 10 acquires the vehicle congestion situation information 17A from the vehicle congestion situation analysis apparatus 17 (step S14). The vehicle congestion status analysis device 17 analyzes the congestion status in the vehicle based on the weight of each vehicle for each train specified by the train timetable, for example. Each vehicle in the train is provided with a weight sensor. The vehicle congestion state analysis device 17 can determine the weight of each vehicle by monitoring the detection result of the weight sensor. In addition, the vehicle congestion state analysis device 17 may be a method of analyzing the congestion state in the vehicle based on, for example, video processing from a monitoring camera installed in each vehicle. In addition, the behavior prediction apparatus 10 refers to the weather information from the weather information database 18 and acquires the weather information (for example, the current weather situation) of the predicted station (CC).

The behavior prediction device 10 receives prediction information including the predicted predicted station (CC), its weather information and vehicle congestion status information indicating the congestion status in each vehicle of the train specified by the train timetable from the communication unit 16. The data is transmitted to the traffic IC card read / write device 21 via the network 50 (step S15). That is, as will be described later, the behavior prediction apparatus 10 generates and transmits prediction information for generating guidance information for guiding an uncrowded vehicle that is close to the ticket gate of the participating station. Hereinafter, the processing of the traffic IC card read / write device 21 will be described.

When the traffic IC card read / write device 21 receives predicted information including the predicted station (CC), its weather information and vehicle congestion status information from the behavior prediction device 10, the traffic IC card read / write device 21 presents guidance information on the display of the display unit 24. Execute (Steps S5 and S6). That is, the traffic IC card read / write device 21 identifies the train on which the user gets on the basis of the timetable of the train heading to the predicted participation station (CC). Further, the traffic IC card read / write device 21 generates guidance information indicating a vehicle in an uncongested state that is close to the ticket gate of the predicted participation station (CC) and is not congested based on the vehicle congestion state information, Present on 24 displays. The traffic system IC card read / write device 21 may include meteorological information indicating the weather condition (sunny or rainy) near the predicted station (CC) in the guidance information.

By such a series of processes, the user can check the guidance information presented on the display of the traffic IC card read / write device 21 when passing through the automatic ticket gate at the entrance station (BB). Therefore, when the predicted participating station (CC) is the participating station, the user can select a vehicle that is close to the ticket gate and is not relatively crowded. In addition, the weather conditions near the predicted station (CC) can be confirmed. Thereby, it is possible to realize a service that presents effective guidance information to the user.

In this embodiment, the traffic IC card read / write device 21 is configured to execute a process of generating and presenting guidance information based on the prediction information from the behavior prediction device 10, but the present invention is not limited to this. The behavior prediction device 10 may generate the guidance information and provide it to the traffic IC card reader / writer 21.

When the user uses the IC chip 47 of the mobile terminal 40 instead of the IC card 20, the behavior prediction apparatus 10 sends prediction information or guidance information from the communication unit 16 to the mobile terminal 40 via the network 50. May be configured to transmit. In this case, the mobile terminal 40 generates guidance information from the transmitted prediction information and presents it on the display of the display unit 45. In addition, the mobile terminal 40 presents the transmitted guide information on the display of the display unit 45. Therefore, since the user can check the guidance information on the display of the mobile terminal 40, for example, a vehicle that is close to the ticket gate of the predicted departure station (CC) at the platform of the entrance station (BB) and is not relatively crowded. Can be selected.

Next, a second specific example for realizing the service will be described with reference to the flowchart of FIG. The second specific example is a process of presenting guidance information related to merchandise sales at stores in the vicinity of a participating station when a user uses a public transportation train.

As shown in FIG. 4, when the user brings the IC card 20 into contact (proximity) with the traffic IC card read / write device 21 incorporated in the automatic ticket gate at the entrance station, the system provides the traffic service. Processing to be realized is started (YES in steps S21 and S22). The merchandise processing is processing by the merchandise IC card read / write device 31 when the user purchases a product using the IC card 20 at the store (NO in step S22).

Next, as in the case of the first specific example, the traffic IC card read / write device 21 writes the usage date, usage time, type, usage location, etc., as usage history information to the IC card 20 (step S23). ). Further, the traffic IC card read / write device 21 may write GPS location information and weather information (for example, current weather conditions) as usage history information. Further, when the user uses the IC chip 47 of the mobile terminal 40 instead of the IC card 20, the position information generated by the GPS processing unit 43 may be recorded in the GPS item of the usage history information. .

Here, the entry station (BB) is recorded on the IC card 20 as the use place of the use history information. The traffic IC card read / write device 21 transmits usage history information including the IC card number and the entrance station (BB) read from the IC card 20 from the communication unit 27 to the behavior prediction device 10 via the network 50 (step S24). ).

When the behavior prediction device 10 receives information from the traffic IC card read / write device 21, the behavior prediction device 10 accumulates use history information as train use history information 12B in the transport use history DB 12 (step S31). Furthermore, the behavior prediction apparatus 10 reads the train use history information 12B corresponding to the IC card number (step S32). As described above, the behavior prediction device 10 performs statistical processing on the tendency (frequency) between the entry station and the entry station from the user's past train use history information 12B, and for the entry station (BB) where the user entered. Calculate the frequency of participating stations. The behavior prediction apparatus 10 performs a prediction process of extracting a participating station (CC) most strongly related to the entering station (BB) as a predicted participating station based on the statistical result (step S33).

Next, the behavior prediction device 10 refers to the weather information from the weather information database 18 after the user's predicted departure station (CC) is calculated, and weather information in the vicinity of the predicted departure station (CC) (for example, current weather) (Situation etc.) is acquired (step S34). Furthermore, the behavior prediction apparatus 10 refers to the product sales history DB 11 and acquires the product sales history information 11A corresponding to the predicted entry station (step S35). The merchandise sales history information 11A is information when the user uses the IC card 20 to pay a fee for purchasing a product at a store such as a supermarket or a convenience store. As shown in FIG. ) And other items.

The behavior prediction apparatus 10 reads and writes the traffic information IC card from the communication unit 16 via the network 50 to the predicted information including the predicted predicted station (CC), the weather information, and the sales history information 11A corresponding to the predicted station. It transmits to the apparatus 21 (step S36). That is, as will be described later, the behavior predicting apparatus 10 is a store sales information (such as special sales information described later) near a participating station that is frequently used by a user in the past and predicted to be visited by the user. Prediction information for generating guidance information for guiding is generated and transmitted.

Next, when the traffic IC card read / write device 21 receives prediction information including the predicted participation station (CC) and product sales information from the behavior prediction device 10 (step S25), the process of presenting the guidance information on the display of the display unit 24. Execute. Here, the traffic system IC card read / write device 21 is based on the weather information (here, the current weather status) near the predicted station (CC) included in the prediction information transmitted from the behavior prediction device 10. Is determined to be rain or snow (step S26).

When the weather condition of the predicted participation station (CC) is clear or cloudy instead of rain or snow, the traffic IC card read / write device 21 is predicted to stop near the predicted participation station (CC). For example, guide information indicating the sale information of the store is generated from the store sales information, and is displayed on the display of the display unit 24 (NO in step S26, S28).

On the other hand, when the weather condition near the predicted participating station (CC) is rain or snow, the card read / write device 21 provides guidance indicating a store selling rain gear (such as an umbrella) near the predicted participating station (CC). Information is generated and presented on the display of the display unit 24 (YES in step S26, S27).

By such a series of processes, the user can check the guidance information presented on the display of the traffic IC card read / write device 21 when passing through the automatic ticket gate at the entrance station (BB). Therefore, when the predicted participating station (CC) is the participating station, the user can confirm in advance the sale information of stores near the station. In addition, when the weather condition near the predicted participating station (CC) is rain or snow, it is possible to check in advance a store that sells rain gear (such as an umbrella). Thereby, it is possible to realize a service that presents effective guidance information to the user.

Note that, similarly to the first specific example described above, the behavior prediction device 10 may also generate guidance information indicating bargain information of a store near the predicted entry station and provide the information to the traffic IC card reader / writer 21. Good. In addition, when the user uses the IC chip 47 of the mobile terminal 40 instead of the IC card 20, the behavior prediction apparatus 10 sends prediction information or information from the communication unit 16 to the mobile terminal 40 via the network 50. It may be configured to transmit the guide information. In this case, the mobile terminal 40 generates guidance information from the transmitted prediction information and presents it on the display of the display unit 45. In addition, the mobile terminal 40 presents the transmitted guide information on the display of the display unit 45. Therefore, since the user can check the guide information on the display of the mobile terminal 40, it is possible to check the sale information of the store near the participating station in advance.

This embodiment is configured to display the guidance information on the display of the traffic system IC card read / write device 21 or the mobile terminal 40 when presenting effective guidance information to the user. However, the present invention is not limited to this, and a configuration in which guide information is presented on an electronic bulletin board or a digital signage device provided in a station may be used.

In addition, by entering the user's personal information such as age, gender, health status, etc. corresponding to the IC card number within a range that does not specify an individual, the user can make a prediction at the predicted entry station. A configuration that presents meaningful information may be added. Note that personal information may be estimated from image analysis by a camera, or an operation tendency of a GPS, a gyro sensor, or the like, without being input by a user.

This embodiment has been described mainly for the case where the user applies to public transportation such as a train, but it can also be applied to the case where the user's vehicle travels on a highway. In this case, for example, the behavior prediction apparatus 10 transmits guidance information to the mobile terminal 40 of the user who is on the traveling vehicle via the network 50 and presents it on the display of the display unit 45. be able to. Specifically, for example, the behavior prediction apparatus 10 acquires vehicle traffic situation information for each section of the expressway from the vehicle traffic situation information database 19 in response to an inquiry from the mobile terminal 40. The behavior prediction apparatus 10 acquires weather information for each section of the expressway from the weather information database 18.

The behavior prediction apparatus 10 can generate guidance information including vehicle traffic situation information and weather information of a section of an expressway designated by the mobile terminal 40 and transmit it to the mobile terminal 40 via the network 50. Therefore, the user can check the vehicle traffic condition and the weather condition for each section on the display of the display unit 45 while traveling on the highway with the vehicle. Thereby, it is possible to realize a service that presents effective guidance information to a user who is on a vehicle traveling on an expressway.

Although several embodiments of the present invention have been described, these embodiments are presented as examples and are not intended to limit the scope of the invention. These novel embodiments can be implemented in various other forms, and various omissions, replacements, and changes can be made without departing from the scope of the invention. These embodiments and modifications thereof are included in the scope and gist of the invention, and are included in the invention described in the claims and the equivalents thereof.

Claims

Means for obtaining usage history information recorded according to the use of the IC card;
Database means for accumulating the usage history information;
Predicting information for predicting the behavior of the IC card user using the usage history information stored in the database means and generating guidance information for the IC card user based on the predicted behavior A behavior prediction device comprising behavior prediction means.
The behavior prediction device according to claim 1, further comprising information providing means for providing the prediction information generated by the behavior prediction means to an information presentation device that generates and displays the guidance information.
The behavior prediction apparatus according to claim 1 or 2, wherein the usage history information includes weather information indicating a weather situation.
The behavior prediction means includes
Use of the IC card as the use history information stored in the database means includes use of the transport card history information including the correspondence between the entrance station and the exit station when the IC card is used to use the transport. The behavior prediction device according to any one of claims 1 to 3, wherein a predicted participation station is predicted from an entrance station as a person's action, and prediction information indicating the predicted participation station is generated.
The behavior prediction means includes
Based on the vehicle congestion status information from the vehicle congestion status analysis device that analyzes the congestion status of each vehicle on the train arriving at the entrance station where the IC card user enters, it is close to the expected entry station ticket gate and The behavior prediction apparatus according to claim 4, wherein a vehicle in a congested situation is predicted, and prediction information indicating the predicted participation station and the predicted vehicle is generated.
The behavior prediction means includes
The sales history information using the IC card is used as the usage history information accumulated in the database means, the sales information at a store near the expected participation station is predicted, and the expected participation station and the sales information are indicated. The behavior prediction device according to claim 4 which generates prediction information.
The information providing means includes
The behavior prediction device according to claim 2, wherein the prediction information generated by the behavior prediction unit is transmitted to a reading / writing device of the IC card or a mobile terminal as the information presentation device connected via a network.
The behavior prediction apparatus according to any one of claims 1, 3, 4, 5, and 6, including means for generating the guidance information based on the prediction information generated by the behavior prediction means.
Database means for accumulating vehicle traffic situation information indicating the traffic situation of vehicles traveling on the road;
The behavior prediction means includes
The prediction information including information indicating the traffic condition of a vehicle on the road on which the user's vehicle travels is used as prediction information for generating guidance information for the user of the IC card with reference to the vehicle traffic condition information. The behavior prediction device according to claim 1 to generate.
Means for obtaining usage history information recorded according to the use of the IC card;
Database means for accumulating the usage history information;
Predicting information for predicting the behavior of the IC card user using the usage history information stored in the database means and generating guidance information for the IC card user based on the predicted behavior Action prediction means to
Information providing means for providing prediction information generated by the behavior prediction means by the information communication means;
An information processing system comprising: an information presentation device that generates and displays the guidance information based on prediction information provided by the information providing means.
The information processing system according to claim 10, wherein the usage history information includes weather information indicating a weather situation.
The information presenting device is an IC card read / write device for using the IC card to use transportation,
The behavior predicting means uses, as the use history information accumulated in the database means, transport use history information including the correspondence between the entrance station and the exit station when using the IC card and using the transport facility. , Predicting the expected participation station from the entrance station as the behavior of the user of the IC card, generating prediction information indicating the expected participation station,
The information processing system according to claim 10 or 11, wherein the information providing unit provides the prediction information to the IC card read / write device.
The behavior prediction means includes
Based on the vehicle congestion status information from the vehicle congestion status analysis device that analyzes the congestion status of each vehicle on the train arriving at the entrance station where the IC card user enters, it is close to the expected entry station ticket gate and The information processing system according to any one of claims 10 to 12, which predicts a congested vehicle and generates prediction information indicating the predicted participation station and the predicted vehicle.
The behavior prediction means includes
The sales history information using the IC card is used as the usage history information accumulated in the database means, the sales information at a store near the expected participation station is predicted, and the expected participation station and the sales information are indicated. The information processing system according to any one of claims 10 to 12, which generates prediction information.
Database means for accumulating vehicle traffic situation information indicating the traffic situation of vehicles traveling on the road;
The behavior prediction means includes
The prediction information including information indicating the traffic condition of a vehicle on the road on which the user's vehicle travels is used as prediction information for generating guidance information for the user of the IC card with reference to the vehicle traffic condition information. The information processing system according to claim 10 to be generated.
A behavior prediction method applied to a behavior prediction device that predicts the behavior of a user of an IC card using usage history information recorded according to the use of the IC card,
Acquire the usage history information according to the use of the IC card,
Predicting the behavior of the IC card user using the usage history information,
A behavior prediction method for generating prediction information for generating guidance information for a user of the IC card based on the prediction behavior.