JP6632476B2 - Network system - Google Patents

Description

The present invention relates to a server system capable of performing data mining on in-vehicle sensor information from an in-vehicle network provided in a car driven by a driver, even if the vehicle type is different. The present invention also relates to a network system that analyzes the attributes of a driver's driving and provides an index for fostering a character by an application program based on the analysis result.

  The automobile industry is an important industry for Japan, but it has entered a new phase due to the recent departure of younger generation vehicles and foreign production bases. On the other hand, games for nurturing various characters have been developed for a long time. For example, switches are set in various parts of the toy, and the characters are bred based on the operation history of the switches. There are also games that develop application characters by downloading application programs to various information communication terminal devices.

  However, in the toy as described above, since it is raised based on the operation history of the switch, it is difficult for the user to develop a character along with the user's personality unless the user performs the switch operation according to his / her own personality. Further, even if the application program is executed on the information communication terminal device, the application program does not always grow according to the personality of the user.

Therefore, the present invention provides a network system capable of data mining of in-vehicle sensor information from an in-vehicle network provided in a vehicle driven by a driver, even if the vehicle type is different. An object of the present invention is to provide a network system capable of cultivating a character according to personality.

To achieve the objects of the present invention, the present invention provides:
A vehicle network which driver is deployed in the vehicle to operate, the information communication terminal apparatus for a driver to be connected to該車mounting network, a server system connected via a network connection means to the information communication terminal apparatus, the A network system comprising :
The information communication terminal device for a driver includes a conversion unit for specifying an item of the on-vehicle sensor information transmitted from the on-vehicle network according to a vehicle type, and the conversion unit transmits the on-vehicle sensor transmitted from the on-vehicle network. The sensor information and the information obtained by the information communication terminal device for the driver are collected, and the difference between one or both of the vehicle manufacturer, the ID number assigned according to the model, and the definition of each data item is converted. Absorbed by the part,
The server system includes:
Information collecting means for collecting the vehicle-mounted sensor information and other various information from the conversion unit of the information communication terminal device for a driver,
Analysis means for analyzing the in-vehicle sensor information collected by the information collection means and information obtained by the information communication terminal device for a driver,
Analysis result providing means for providing an analysis result from the analysis means to the information communication terminal device for a driver,
An application for providing an information communication terminal device with an application program for causing the information communication terminal device for a driver to develop a character based on an attribute related to driving of the driver among the results provided by the analysis result providing unit. Program provision means,
Receiving input of position information from the information communication terminal device for the driver collected by the information collecting means, and determining whether or not another information communication terminal device exists in an area where the information communication terminal device exists. Communication connection means for notifying the information communication terminal device for the driver of the presence or absence of the other information communication terminal device,
With
A network system is provided in which the analysis result by the analysis means includes marketing information on car needs and preferences to be provided to an automobile manufacturer and a parts manufacturer.
The information collecting means collects the sensor information stored in the information communication terminal device for the driver, the history information of the driver and the position information, and the analyzing means, the sensor information collected by the information collecting means, The in-vehicle sensor information is analyzed based on the history information of the driver and the position information.
The information communication terminal device for the driver, or on the input side of the information collecting means or on the information collecting means itself, filtering for receiving only necessary information among the on-vehicle sensor information transmitted from the on-vehicle network. It may have a function.
The server system preferably includes game providing means for providing a game to the information communication terminal device for the driver.

According to the present invention, it is possible to provide a network system that can perform data mining on in-vehicle sensor information from an in-vehicle network provided in a vehicle driven by a driver even if the type of vehicle is different.

  When the server system is provided with a game providing means, various games for one or more persons, such as a circuit game and a role playing game, can be provided by using characters cultivated by the application program.

It is a figure explaining the concept of the present invention. 1 is a conceptual diagram of a network system including a server system according to an embodiment of the present invention. FIG. 1 is a configuration diagram of a server system according to an embodiment of the present invention. FIG. 9 is a diagram for explaining an example of character determination in a training application program. (A), (B) is a figure which shows the use image of a character, respectively. 5 is a modification of the network system shown in FIG.

  Hereinafter, embodiments for implementing the present invention will be described in detail with reference to the drawings.

[Concept of the present invention]
First, the concept of the present invention will be described. FIG. 1 is a diagram illustrating the concept of the present invention. Various information is input to the server system via an information communication terminal device used by the driver and an in-vehicle network provided in the vehicle driven by the driver via network connection means. Here, the network connection means may be any means capable of accessing a public network (for example, the Internet) such as 3G or LTE (Long Term Evolution) as a mobile network.

  For example, in-vehicle sensor information is input to a server system from a CAN (Controller Area Network) which is an in-vehicle network deployed in a vehicle. The on-vehicle sensor information is information flowing on the on-vehicle network, and includes information output from various sensors including a switch attached to the vehicle. Examples of the in-vehicle sensor include various sensors mounted on an engine, wheels, an accelerator pedal, a brake pedal, and the like, a drive mode switch, a door open / close switch, and the like. As an example of the on-vehicle sensor information, there are various types of information regarding an accelerator operation, a brake operation, a steering operation, and the like, in addition to a vehicle speed, a traveling distance, a drive mode, and fuel efficiency. These various types of information may be extracted from a connection unit such as an external connection terminal such as an OBDII terminal and transferred using the information communication terminal device.

  Examples of the information communication terminal device used by the driver include various portable information communication terminal devices such as a smartphone and a tablet, as long as they can access the Internet. Since the information communication terminal device is equipped with a GPS function, an acceleration sensor, an angular velocity sensor, and a geomagnetic sensor, position information such as latitude, longitude, and altitude and sensor information such as time, acceleration information, angular velocity information, and geomagnetic information are transmitted over a network. Can be uploaded to This upload process may be performed by the user or may be automated by an application.

  Here, since there are various types and a large amount of in-vehicle sensor information, the information communication terminal device for the transfer device and the driver may be provided with a filtering function, and only the information required for the filtering function may be uploaded to the server system. desirable. This eliminates the need for uploading unnecessary information out of the vast amount of in-vehicle sensor information.

  Further, the ID for specifying the item of the in-vehicle sensor information differs depending on the vehicle type or the like. Therefore, either the transfer device or the information communication terminal device for the driver is provided with a conversion unit, and information for associating the ID with the item, for example, a reference table is provided in the conversion unit. It is desirable to upload to the server system. The conversion unit is not limited to a device-like one, and may be application software. Such software may be downloadable from the server system, or may be incorporated in the transfer device or the information communication terminal device in advance. As a result, the in-vehicle sensor information can be specified from the system side, and the specified item or items can be uploaded to the server system. By adopting such a configuration, data mining processing, which will be described later, can be performed in the server system even if the vehicle type is different. Note that the process of absorbing the difference in ID and the like depending on the vehicle type may be performed on the cloud side.

  In addition to such information input from the vehicle and the driver, various Web information on the Web is input to the server system. Web information includes public transport information, weather information, restaurant information, sightseeing information, event information (event information), and the like.

  Since the server system is constructed in the network, the data can be uploaded to the server system using data communication, for example, via a public line.

  In this way, the vehicle-mounted sensor information transmitted from a vehicle such as an automobile is aggregated using a server system, that is, a process by a server on the Internet, and the analysis is performed to statistically analyze the individuality of the driver. Can be. Such processing by the server is called cloud processing in recent years.

  In a server on the Internet, a so-called cloud, an information collection platform and an analysis platform are used to determine attributes relating to driver driving. Furthermore, by analyzing the profile of the driver and various history information obtained from the various information communication terminal devices, and further considering various Web information, the personality of the driver can be analyzed in detail. For this reason, the server uses not only data such as detection signals from sensors, but also various types of accumulated data each time the system of this service is operated, for statistical analysis, pattern recognition, machine learning, artificial intelligence, etc. Analysis and evaluation are performed by using a data processing technology (generally called data mining) for extracting valuable information and knowledge hidden in the data by using the technology.

  By transmitting the result obtained in this way to the information communication terminal device of the driver, the character is bred using the application program downloaded to the information communication terminal device.

〔System configuration〕
FIG. 2 is a configuration diagram of a network system including a server system according to the embodiment of the present invention. A server system (hereinafter, simply referred to as a “system”) 1 is connected to an in-vehicle network 10 provided in a vehicle such as an automobile, and information communication terminal devices 21 and 25 used by a driver and an individual user, respectively. And various information with the driver and the individual user.

  The in-vehicle network 10 is connected to the system 1 via an external connection terminal 11 connected to the in-vehicle network 10, a transfer device 12 connected to the external connection terminal 11, and an information communication terminal device 21. . The external connection terminal 11 is, for example, an OBD (On Board Diagnosis System) II terminal, but another terminal may be used as long as the in-vehicle sensor information on the in-vehicle network 10 can be taken out. The transfer device 12 may be wireless, wired, or a combination thereof. Here, not only the form of wireless transmission from the external connection terminal 11 to the information communication terminal device 21 but also the connection of the information communication terminal device 21 by wire from the external connection terminal 11 using a USB cable or the like. 21 may be transmitted. Such a wired connection enables not only data transmission and reception but also power supply. At that time, the cradle of the information communication terminal device 21 may be used. The cradle is a means for fixing a terminal such as a tablet and performing charging and data communication.

  The in-vehicle network 10 may be combined with not only a net constructed at the time of assembling and manufacturing an automobile but also a net retrofitted by a driver. Further, data from a car navigation system installed on a vehicle instrument panel or the like may be connected to the system 1.

  By connecting the system 1 to the outside in this way, the vehicle and the driver can upload the in-vehicle sensor information to the system 1 in real time. The driver can upload various data and information from the information communication terminal device 21 to the system 1. On the other hand, the driver can obtain data and information from the system 1 using the information communication terminal device 21.

  FIG. 3 is a configuration diagram of the server system 1. The server system 1 is connectable to a public network, and is constructed by distributing and distributing various functions. The server system 1 preferably includes an information collecting unit 31, an analyzing unit 32, an analysis result providing unit 33, and an application program providing unit 34, and further preferably includes a game providing unit 35.

  The information collecting means 31 collects in-vehicle sensor information and other various information from the in-vehicle network 10. First, the collected information includes sensor data from various sensors mounted on the vehicle, such as drive modes such as driving and parking, door opening / closing, speed, direction indicator, accelerator operation, brake operation, and wiper. The operation, the number of rotations of each of the four wheels, and the like are included. Secondly, the information itself acquired by the information communication terminal device 21 used by the driver, such as position information acquired from a GPS sensor, azimuth acquired from a geomagnetic sensor, and the like. The information collecting means 31 collects in-vehicle sensor information transferred from the in-vehicle network 10 via the external connection terminal 11 by wire or wirelessly.

  Since various data such as an ID number, position information of a vehicle or a driver is uploaded to the information collecting unit 31 for each driver or each vehicle, the status of the vehicle can be grasped from the on-vehicle sensor information. As described above, it is desirable that only the necessary in-vehicle sensor information be uploaded to the information communication terminal device 21 using the reference table or the filtering function downloaded as an application.

  When such a reference table or the like is not downloaded to the information communication terminal device 21, a conversion unit 31a having a conversion database may be provided on the input side of the information collection unit 31, or the information collection unit 31 May be provided so as to be referred to. As a result, differences depending on the vehicle manufacturer, model, and the like can be absorbed. This is because one or both of the assignment ID number and the definition of each input data item are often different depending on the manufacturer and model of the vehicle. The filtering function may be provided on the system 1 side instead of the vehicle side or the information communication terminal device 21 side.

  The in-vehicle sensor information on the in-vehicle network 10 is transmitted from the external connection terminal 11 via the transfer device 12 to the information communication terminal device 21 such as a tablet smartphone using short-range wireless communication technology such as Bluetooth (registered trademark) and Wi-Fi. Further, the information is transmitted to the information collecting means 31 via the terminal.

  When the information including the data is collected by the information collecting means 31, a program downloaded in advance to the transfer device 12 or the information communication terminal device 21 is executed, or the conversion unit 31a performs a conversion process. Data conversion is performed on ID assignment databases of different CANs. By performing such preprocessing, data mining can be performed.

  The analysis unit 32 obtains an attribute related to the driving of the driver from the information for each driver collected by the information collection unit 31. The information collecting means 31 is notified of the driving situation of the vehicle for each driver in real time. The driving condition of the vehicle can be classified into several levels based on on-vehicle sensor information such as the degree of depression of an accelerator and a brake, vehicle speed, change of direction indication, steering operation, and fuel efficiency. Therefore, the statistical processing of the entire driver is performed based on the time ratio between the brake and the accelerator, the time rate of change of the vehicle speed, the stability of the steering operation, the degree of acceleration and deceleration of the angular velocity, and the fuel efficiency, and the individual characteristics of each driver are obtained. be able to. The personality can be classified as a plurality of personalities in consideration of not only the inherent characteristics of the driver but also the attributes that change with time.

The driver is influenced by seeing the character being raised, and consumes by driving, driving routes, refueling and charging stations, car supplies, daily shopping, eating and drinking, etc. Can be aroused. If you aim a character with an emphasis on safety and eco-driving, careful driving, it can also be expected the effect of suppressing the safe driving education and CO ₂ emissions.

  Furthermore, if the information collecting means 31 obtains one or both of various sensor information and the driver's personal history information stored in the information communication terminal device 10, the information collecting means 31 obtains the information by the analyzing means 32. The in-vehicle information can be analyzed together with the obtained information.

  Information such as gender, age, and hobbies is also collected in advance by the information collection unit 31 as a driver profile, and the analysis unit 32 performs a more accurate analysis by associating the driver's driving situation with the profile. Is also good. When various history information such as purchase history and transportation history is stored in the information communication terminal device 10, the analyzing means 32 collects such information and performs higher-precision analysis. Attribute can be obtained.

  The server system 1 may include a Web information collecting unit 36 separately from the information collecting unit 31 to collect various Web information. The analysis unit 32 fetches various information from the information collection unit 31 and the Web information collection unit 36, performs preprocessing as needed, performs data conversion, and performs data mining. The analysis is performed on items having a causal relationship between the driver's profile information and history information and the vehicle operation status. In this way, the driving situation of the driver is predicted, the matching with various information is evaluated, and the attributes of the driver are obtained. Note that the information collection means 31 may be supervised without providing the Web information collection means 36 separately.

  When performing such analysis, various algorithms such as machine learning for data mining can be used by using open source, commercially available data analysis software, or software dedicated to data mining.

  The application program providing means 34 provides the information communication terminal device 21 with an application program. The application program fosters a character based on the driving-related attributes in the results provided by the analysis result providing unit 33. The application program, for example, creates various parameters indicating the characteristics of the character as initial values so that the character does not have any characteristics, and then, based on the analysis result, determines the values of various parameters that determine the characteristics of the character Is determined, and the values of the parameters that determine the character properties are determined by sequentially adding the values of the parameters. Here, the function may calculate the value of not a single function but a plurality of functions, and determine the character property based on the magnitude of the function value.

  The information collecting means 31 can collect at least one of various sensor information, driver's personal history information, and profile information stored in the information communication terminal device 10. The in-vehicle information can be analyzed together with the information obtained by 31 to obtain parameters for cultivating the character by the application program.

  According to the embodiment of the present invention, in-vehicle sensor information such as a CAN of a car is collected by the information collecting means 31, and the collected information is analyzed by the analyzing means 32 by a method of emotional evaluation and / or modeling, The analysis result providing unit 33 returns the analysis result to the information communication terminal device 21. The character cultivation application program in the information communication terminal device 21 cultivates the character based on the analysis result.

  The breeding application program may be modified from the existing character breeding program so that the analysis result of the on-vehicle sensor information can be applied. According to the total running time from the start of the program execution, it is divided into multiple stages, and at each stage, a branch structure such as a tree is formed, and each character is successively converged to a certain personality based on the analysis result at each branch point. May be bred. The analysis means 32 performs, for example, factor analysis with reference to various analyzes such as personality analysis, behavior analysis, and psychological analysis, parameterizes and weights each factor, and converges to one attribute at each stage. Good.

  The information collecting means 31 includes, as well as the type such as the vehicle inspection number in each driver's car, the specification information and the in-vehicle sensor information, as well as other information, first, information derived from the individual driver, for example, gender, age, occupation. Second, various information such as GPS, acceleration, angular velocity, etc. in the information communication terminal device; third, information on the frequency and date and time of communication between the information communication terminal devices; Fourth, various information such as the frequency of exchange of messages and messages between drivers, and between non-drivers and drivers, date and time of exchange, and fifth, various histories such as shopping histories and travel histories stored in the information communication terminal device. Information, sixth, access to various websites on the Internet using information communication terminal devices and other communication terminals owned by the driver View Te, date and time, such as login, to collect one or a plurality of information groups out of the browsing history information such as the number.

  There are various methods for sequentially determining the characteristics of the driver. When determining the driver's personality, for example, it is broken down into multiple factors, such as aggression, emotional weakness, impulsivity, nervousness, egocentricity, that is, parameters, and what score is assigned to each parameter It can be performed by quantifying whether the property is remarkably exhibited. At this time, the in-vehicle sensor information and information selected from any other information group are weighted. When weighting, it is good to refer to statistics such as behavior analysis and psychology. For example, as a way of driving a car, if a lane change is performed by frequently turning on a highway, if the lane change is monitored by monitoring the vehicle speed, the steering angle of the steering wheel, the operation of the turn signal, the temporal change of sensor information such as acceleration, etc. It is understood that self-centeredness and aggressiveness are strong.

  Then, the training application program can change the character of the character by reflecting the analysis result of the analysis means 32. For example, from the start of the program execution, the operation is branched according to the total operation time as shown in FIG. 4, and at each branch point, that is, at the total time t1, t2, t3,. It is possible to determine the character to be evolved according to the character and determine the character attribute over time.

  As the parameters for sequentially determining the character and the like, as described above, the method of driving the vehicle is not only used as the in-vehicle sensor information and various sensor information in the information communication terminal device 21, but not only using the acceleration and angular velocity information. May be used.

  For example, the status of the traveling route is determined from the GPS value in the information communication terminal device 21 and the map information as Web information, such as a commuting route, a driving route, a shopping route, a refueling route by a gas station or a charging station, a restaurant or a trip. It may be determined whether the route is an entertainment facility route, and various statistical values of the frequency distribution of the driving route of the driver may be used as parameters. In addition, as part of sales promotion activities in cooperation with stores and electronic shopping site operating companies, users are given points, and characters are cultivated based on the value of points held by users and the rate of change in points Or provide tools used in a game or the like.

  For example, various statistical values of the frequency distribution of information exchange with the information communication terminal device 21 in a nearby car may be used as a parameter. At this time, the distance between the devices may be determined from the result of the value of the radio wave intensity received by the own information communication terminal device 21, and a statistical value of a message exchange frequency such as “greeting card” may be used as a parameter.

  For example, a settlement history or a payment history in the information communication terminal device 21 may be used as a parameter, and such a history may be digitized.

  For example, the number of times a family member or a friend rides may be used as a parameter. It can be quantified as in-vehicle sensor information by the number of opening and closing doors of a passenger seat and a rear seat.

  For example, history information of music that is often heard in a car may be used as a parameter. At this time, it can be extracted from music player software installed in the information communication terminal device 21, digitized by genre, and listening frequency.

  For example, the history of a driver or the like browsing each site such as advertisements and advertisements on the Internet is analyzed, and one or more types of points are given to the driver based on the attribute, date and time, number of times of the browsed site, and the like. Here, the devices used by the driver for browsing may be not only the information communication terminal device currently occupied by the driver but also various communication terminal devices placed at home or the like. It can be converted into a numerical value with one or multiple variables according to the type and value of the given points.

  The setting of such parameters is mainly performed by the analyzing means 32 in FIG. Various action histories of those who use the character training program by the information collecting means 31 and the Web information collecting means 36, for example, information on the use of cars, the use status of information communication terminal devices and other communication means, the use status on Web sites Gather information about The analysis means 32 performs behavior analysis based on the collected information. Therefore, in the breeding program, not only the character is bred based on the analysis result of the analysis means 32, but also various tools may be given to the character. Here, as a tool, by analyzing the behavior by the analysis means 32, for example, a nutrient for character development may be provided only by looking at an advertisement on the Internet, or a special education may be provided to the character to provide the character with a special education. A skill may be provided, the character may be specially strengthened when the game is provided by the game providing means 35 using the character, or various types of weapons having an advantage may be provided.

Next, how to play with the character thus bred will be described.
When the driver breeds the character as his or her alter ego, the driver's information communication terminal device 21 includes the attribute information of the character. Therefore, as shown in FIG. 3, by providing the server system 1 with the game providing means 35, it is possible to play a game using, for example, a car character raised by each driver.

  FIGS. 5 (A) and 5 (B) are diagrams showing usage images of characters. As shown in FIG. 5A, when the drivers are in a range where short-range wireless communication of the information communication terminal device 21 can be reached in a signal waiting state, a traffic jam, a rotary, a parking lot, or the like, each of the information communication terminal devices 21 and 21 can be used. Characters may have a conversation by performing automatic communication between the two. As shown in FIG. 5B, when the driver and a person other than the driver own their own information communication terminal devices 21 and 25, when the information communication terminal devices 21 and 25 are close to each other, the two-way communication is established. You may go and deepen the exchange. If you get along, you can form a social network. The two-party communication may use short-range communication, such as Wi-Fi, that does not involve a network.

  One-to-one communication can be performed between the information communication terminal devices 21 and 21 or between the information communication terminal device 21 and the information communication terminal device 25 using short-range communication means such as Wi-Fi.

  Further, it may be realized by providing the server system 1 shown in FIG. FIG. 6 is a system configuration diagram of an improved version of the system shown in FIG. The server system 1A is configured by adding a communication connection unit 37 to the system 1 of FIG. The information collecting means 31 collects position information from each of the information communication terminal devices 21 and 25. Then, the information collecting unit 31 outputs the position information of the plurality of information communication terminal devices 21 and 25 to the communication connection unit 37, and the communication connection unit 37 allows any information communication terminal device 21 or 25 to refer to the map information. It is determined whether or not another information communication terminal device 21 or 25 exists in the area where the information communication terminal device currently exists, and the presence or absence of the information communication terminal device 21 or 25 is notified from any of the information communication terminal devices 21 and 25. Then, when the information communication terminal devices 21 and 25 receive the notification, short-range communication such as Wi-Fi is performed to other nearby information communication terminal devices 21 and 25 without interposing a network, and the message The transmission can be performed, the characters can be sent as avatars as alter egos, and the avatars can communicate with each other, or the drivers can communicate with each other or between the driver and a pedestrian.

  Such social networks can be used as a tool for drivers to brag about their car.

  According to the embodiment of the present invention, the server system 1 provides a Car Communication Platform (hereinafter simply referred to as CCP) as a tool for analyzing on-vehicle sensor information and other various kinds of information, whereby the users of the vehicles can communicate with each other. Promote interaction. In addition, it can transmit information about the enjoyment of cars, how to use cars, lifestyle through cars, exchange information, form communities, and create values. In addition, the CCP can collect and analyze information to provide automakers and parts manufacturers with various types of marketing information on car needs and preferences, and improve car performance, convenience and customer satisfaction. Can be improved. In addition, the CCP can provide a communication platform service via a newly created car by integrating an information communication terminal device such as a smartphone and a tablet with a communication tool such as a Social Networking System.

Next, an exchange style between people using such a CCP will be described.
One interchange style is provided as a place for drivers to show off their cars. The specifications of the user's car, boasting equipment such as tires, wheels, spoilers, car navigations, seats, and the like, which are optionally added and modified, and maintenance goods such as oil and wax can be permeated by car friends.

  As one exchange style, in-vehicle sensor information on the in-vehicle network 10 and various sensor information in the information communication terminal device 21 are used for character cultivation based on the profile of the user, and a new character is created by the character that is the alter ego of the user. A community is formed. If an application program for exchanging characters or exchanging messages between characters is downloaded from the application program providing means 34 of the server system 1 to each of the information communication terminal devices 21 and 25, Wi-Fi, Short-range communication such as peer-to-peer communication can be performed. As a result, not only human exchange but also exchange between characters can be performed, and it is also possible to realize that one character is cultivated under the influence of another character by the exchange of characters.

  One of the exchange styles is that when a driver is stopped for a short time in a place such as a signal waiting area, a parking lot, a roundabout, and the like, the driver and the other driver's car and face can be confirmed, the information communication terminal device 21 is used. For short-distance communication and send messages to other drivers. Drivers can form friendships with other drivers as they gradually become able to share information. Such a thing can share information with not only a driver but also a pedestrian, and can also form friendship.

According to the embodiment of the present invention, the information collecting means collects in-vehicle sensor information and other information from the in-vehicle network, the analyzing means obtains an attribute relating to driving of the driver from information for each driver, and the analysis result providing means comprises an information communication terminal. The obtained result is transmitted to the device. Then, in the information communication terminal device which has downloaded the application program from the application program providing means in advance, the character can be cultivated by the application program based on the analysis result received from the server system. Driving a car reveals the driver's personality, so it is possible to develop characters according to the driver's personality. Drivers are influenced by seeing the characters they are nurturing, stimulating consumption by driving, driving routes, refueling and charging stations, car supplies, everyday shopping, and eating and drinking to get the character image they want. Can be done. If you aim a character with an emphasis on safety and eco-driving, careful driving, it can also be expected the effect of suppressing the safe driving education and CO ₂ emissions.

  In the server system, the information collecting means collects sensor information and driver history information stored in the information communication terminal device, and the analyzing means analyzes on-vehicle sensor information in combination with at least one of sensor information and driver history information. To provide the information communication terminal device with the analysis result. Therefore, an index of character development can be provided to the character development program.

  When the server system is provided with a game providing means, various games for one or more persons, such as a circuit game and a role playing game, can be provided by using characters cultivated by the application program.

1, 1A: Server system 10: In-vehicle network 11: External connection terminal 12: Transfer device 21, 25: Information communication terminal device 31: Information collection unit 31a: Conversion unit 32: Analysis unit 33: Analysis result providing unit 34: Application program Providing means 35: Game providing means 36: Web information collecting means 37: Communication connecting means

Claims (4)

A vehicle network which driver is deployed in the vehicle to operate, the information communication terminal apparatus for a driver to be connected to該車mounting network, a server system connected via a network connection means to the information communication terminal apparatus, the A network system comprising :
The information communication terminal device for a driver includes a conversion unit for specifying an item of the on-vehicle sensor information transmitted from the on-vehicle network according to a vehicle type, and the conversion unit transmits the on-vehicle sensor transmitted from the on-vehicle network. The sensor information and the information obtained by the information communication terminal device for the driver are collected, and the difference between one or both of the vehicle manufacturer, the ID number assigned according to the model, and the definition of each data item is converted. Absorbed by the part,
The server system includes:
Information collecting means for collecting the vehicle-mounted sensor information and other various information from the conversion unit of the information communication terminal device for a driver,
Analysis means for analyzing the in-vehicle sensor information collected by the information collection means and information obtained by the information communication terminal device for a driver,
Analysis result providing means for providing an analysis result from the analysis means to the information communication terminal device for a driver,
An application for providing an information communication terminal device with an application program for causing the information communication terminal device for a driver to develop a character based on an attribute related to driving of the driver among the results provided by the analysis result providing unit. Program provision means,
Receiving input of position information from the information communication terminal device for the driver collected by the information collecting means, and determining whether or not another information communication terminal device exists in an area where the information communication terminal device exists. Communication connection means for notifying the information communication terminal device for the driver of the presence or absence of the other information communication terminal device,
With
A network system, wherein the analysis result by the analysis means includes marketing information on car needs and preferences to be provided to an automobile manufacturer and a parts manufacturer. The information collecting means collects sensor information, driver's personal history information, and the position information stored in the information communication terminal device for the driver,
2. The network system according to claim 1, wherein the analysis unit analyzes the on-vehicle sensor information based on the sensor information collected by the information collection unit, driver's personal history information, and the position information. 3. The information communication terminal device for the driver, or on the input side of the information collecting means or on the information collecting means itself, filtering for receiving only necessary information among the on-vehicle sensor information transmitted from the on-vehicle network. The network system according to claim 1 having a function. 4. The network system according to claim 1, wherein the server system includes a game providing unit that provides a game to the information communication terminal device for the driver. 5.

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