JP2014151030A - Server system - Google Patents

Abstract

PROBLEM TO BE SOLVED: To provide a server system in which a character can be brought up in accordance with a user's individuality in an information communication terminal device.SOLUTION: A server system 1 is connected to an information communication terminal device 21 and an in-vehicle network arranged in a car which a driver drives. The server system 1 has: information collection means 31 for collecting in-vehicle sensor information and other various information transmitted from the in-vehicle network; analysis means 32 for finding an attribute on driving of the driver, from information for each driver which is collected by the information collection means 31; analysis result provision means 33 for providing an analysis result to the information communication terminal device 21 from the analysis means 32; and application program provision means 34 for providing to the information communication terminal device 21 an application program in which a character is brought up on the basis of the attribute on driving, out of the result provided by the analysis result provision means 33.

Description

  The present invention relates to a server system that provides an application program for character development to an information communication terminal device, analyzes an attribute of driving of a driver, and provides an index for growing the character by the application program based on the result. .

  The automobile industry is an important industry for Japan, but it is in a new phase because of the recent departure of the younger generation and the production bases in foreign countries. On the other hand, it has been a long time since a game for nurturing various characters was developed. For example, switches are set at various locations on the toy, and characters are trained based on the switch operation history. There are also games in which application programs are downloaded to various information communication terminal devices to train characters.

  However, since the toy as described above is nurtured based on the switch operation history, it is difficult to nurture a character along the user's personality unless the user performs a switch operation in accordance with his / her own personality. Moreover, even if the application program is executed by the information communication terminal device, it is not always developed according to the individuality of the user.

  Therefore, an object of the present invention is to provide a server system capable of nurturing characters along the user's personality in an information communication terminal device.

  In order to achieve the object of the present invention, the present invention provides a server system connected to an information communication terminal device used by a driver and an in-vehicle network provided in a vehicle driven by the driver, the in-vehicle network Information collecting means for collecting in-vehicle sensor information and other various information transmitted from the vehicle, analyzing means for obtaining attributes relating to driving of the driver from information for each driver collected by the information collecting means, and from the analyzing means to the information communication terminal device An analysis result providing means for providing an analysis result, and an application program providing means for providing an information communication terminal device with an application program for training a character based on driving-related attributes among the results provided by the analysis result providing means. Prepare.

  In the above configuration, preferably, the information collecting unit collects one or both of sensor information stored in the information communication terminal device and driver history information, and the analyzing unit is a sensor collected by the information collecting unit. The in-vehicle sensor information is analyzed together with one or both of the information and the driver's personal history information, and parameters for character development by the application program are obtained.

  The above configuration preferably further includes a game providing means for providing the information communication terminal device with a game using a character nurtured by an application program.

According to the present invention, the information collecting means collects in-vehicle sensor information and other information from the in-vehicle network, the analyzing means obtains the attribute relating to the driving of the driver from the information for each driver, and the analysis result providing means provides the information communication terminal device And send the result. Then, in the information communication terminal device that has downloaded the application program from the application program providing means in advance, the character can be trained by the application program based on the analysis result received from the server system. The driver's personality appears in driving a car, so characters can be trained along the driver's personality. The driver is influenced by seeing the character that is being nurtured, and consumption such as driving, driving route, refueling and charging station, car supplies and daily shopping, restaurants to get the character image you want Can be aroused. If you are aiming for a character with an emphasis on safety and eco-driving, you can expect driving safety and the effect of suppressing 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 vehicle sensor information together with at least one of the sensor information and driver history information. The analysis result is provided to the information communication terminal device. Therefore, it is possible to provide an index for character training to the character training program.

  When the server system is provided with a game providing means, it is possible to provide various games for one person or a plurality of persons, such as a circuit game and a role-playing game, using characters developed by an application program.

It is a figure explaining the concept of this invention. It is a conceptual diagram of the network system provided with the server system which concerns on embodiment of this invention. It is a lineblock diagram of a server system concerning an embodiment of the present invention. It is a figure for demonstrating the example of the determination of the character in the application program for training. (A), (B) is a figure which shows the utilization image of a character, respectively. It is a modification of the network system shown in FIG.

  Hereinafter, embodiments for carrying out 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 illustrates the concept of the present invention. Various information is input to the server system via the network connection means between the information communication terminal device used by the driver and the in-vehicle network provided in the vehicle driven by the driver. 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) that is an in-vehicle network deployed in a vehicle. The in-vehicle sensor information is information flowing on the in-vehicle network, and includes information output from various sensors including a switch attached to the automobile. Examples of the in-vehicle sensor include various sensors attached to an engine, wheels, an accelerator pedal, a brake pedal, a drive mode switch, a door open / close switch, and the like. As an example of the vehicle-mounted sensor information, there are various information related to the accelerator operation, the brake operation, the steering operation, and the like in addition to the vehicle speed, the travel distance, the drive mode, and the fuel consumption. These various types of information may be taken out from a connection unit such as an external connection terminal such as an OBDII terminal and transferred using an 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 information, acceleration information, angular velocity information, and geomagnetic information are transmitted over the network. Can be uploaded to. This upload process may be performed by the user's intention or may be automated by an application.

  Here, since the in-vehicle sensor information is various and large in quantity, the information communication terminal device for the transfer device and the driver may have a filtering function, and only the information that requires the filtering function may be uploaded to the server system. desirable. Thereby, it is not necessary to upload unnecessary information out of the vast in-vehicle sensor information.

  Moreover, ID which specifies the item of vehicle-mounted sensor information changes according to a vehicle model etc. Therefore, the conversion unit is provided in either the transfer device or the information communication terminal device for the driver, and information for associating the ID with the item, for example, a reference table is provided in the conversion unit, so that the information after conversion is provided. It is desirable to upload to the server system. The conversion unit is not limited to a device, but may be application software. Such software can be downloaded from the server system, or may be incorporated in advance in the transfer device and the information communication terminal device. Thereby, in-vehicle sensor information can be specified from the system side, and one or a plurality of specified items can be uploaded to the server system. By adopting such a configuration, the data mining process described later can be performed in the server system even if the vehicle types are different. In addition, you may perform on the cloud side about the process which absorbs difference, such as ID by a vehicle type.

  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 transportation information, weather information, restaurant information, sightseeing information, event information (event information), and the like.

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

  In this way, in-vehicle sensor information transmitted from vehicles such as automobiles is aggregated and analyzed using a server system, that is, processing by a server on the Internet, and the driver's individuality is statistically analyzed. Can do. Such processing by the server is recently called cloud processing.

  In the server on the Internet, the so-called cloud, attributes relating to the driving of the driver are obtained by the information collection platform and the analysis platform. Furthermore, the driver's personality can be analyzed in detail by analyzing the driver profile and the various history information obtained from the various information communication terminal devices in addition to the various Web information. Therefore, in the server, not only data such as detection signals from sensors, but also data accumulated in large quantities each time the system of this service is used, such as statistical analysis, pattern recognition, machine learning, artificial intelligence, etc. Analysis and evaluation are performed using data processing technology (generally called data mining) that digs out valuable information and knowledge lurking in the data.

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

〔System configuration〕
FIG. 2 is a system configuration diagram using the server system according to the embodiment of the present invention. A server system (hereinafter simply referred to as “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. , Send and receive various information with drivers and individual users.

  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 includes, 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 to the outside. The transfer device 12 may be wireless, wired, or a combination thereof. Here, not only a mode in which the external connection terminal 11 transmits wirelessly to the information communication terminal apparatus 21 but also a wired information communication terminal apparatus by connecting to the information communication terminal apparatus 21 from the external connection terminal 11 using a USB cable or the like. 21 may be transmitted. In this way, by wired connection, not only data transmission / reception but also power feeding is possible. At that time, a 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 not only with a net constructed at the time of assembling and manufacturing an automobile but also with a net retrofitted for the driver's intention. In addition, data from a car navigation system installed on a vehicle instrument panel or the like may be connected to the system 1.

  Thus, by connecting the system 1 to the outside, the automobile and the driver can upload the in-vehicle sensor information to the system 1 in real time. The driver can upload to the system 1 by inputting various data and information from the information communication terminal device 21. 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 deploying various functions in a distributed manner. 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 includes a game providing unit 35.

  The information collecting unit 31 collects in-vehicle sensor information and other various information from the in-vehicle network 10. The collected information includes, firstly, sensor data from various sensors mounted on the car, drive mode such as driving and parking, door opening / closing, speed, direction indicator, accelerator operation, brake operation, wiper Operation, the number of rotations of each wheel, etc. Secondly, the information itself acquired by the information communication terminal device 21 used by the driver includes the position information acquired from the GPS sensor, the direction acquired from the geomagnetic sensor, and the like. The information collecting unit 31 collects in-vehicle sensor information transferred from the in-vehicle network 10 via the external connection terminal 11 by wire or wireless.

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

  When such a reference table or the like is not downloaded to the information communication terminal device 21, a conversion unit 31 a 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 that reference can be made. Thereby, the difference by the manufacturer of a vehicle, a model, etc. can be absorbed. This is because one or both of the assigned ID number and the definition of each input data item are often different depending on the vehicle manufacturer and model. The filtering function may also be provided on the system 1 side instead of the vehicle side or the information communication terminal device 21 side.

  In-vehicle sensor information on the in-vehicle network 10 is transferred from the external connection terminal 11 via the transfer device 12 to an information communication terminal device 21 such as a tablet or a smartphone by a short-range wireless communication technology such as Bluetooth (registered trademark) or Wi-Fi. Is further transmitted to the information collecting means 31.

  When collecting information including data in 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 converted by the conversion unit 31 a, for each vehicle. Data conversion is performed on an ID assignment database of a different CAN. Data mining can be performed by performing such pre-processing.

  The analyzing unit 32 obtains an attribute relating to the driving of the driver from the information for each driver collected by the information collecting unit 31. The information collecting means 31 is notified of the driving situation of the vehicle in real time for each driver. As the driving situation of the vehicle, the attribute as a driver can be classified into several hierarchies based on in-vehicle sensor information such as depression of accelerator and brake, vehicle speed, change of direction indication, steering operation, and fuel consumption. Therefore, the statistical processing of the entire driver is performed to determine the individuality of each driver from the time ratio of brake and accelerator, the rate of change of vehicle speed, the stability of steering operation, the degree of acceleration and deceleration, and the degree of fuel economy. be able to. The individuality can be classified as a plurality of individualities, taking into account not only the individuality inherent to the driver, but also the attributes that change from moment to moment.

The driver is influenced by seeing the character that is being nurtured, and consumption such as driving, driving route, refueling and charging station, car supplies and daily shopping, restaurants to get the character image you want Can be aroused. If you are aiming for a character with an emphasis on safety and eco-driving, you can expect driving safety and the effect of suppressing CO ₂ emissions.

  Further, the information collecting means 31 obtains any one or both of various sensor information stored in the information communication terminal device 10 and the driver's personal history information, and the information collecting means 31 obtains the information collecting means 31. In-vehicle information can be analyzed together with the information.

  As the driver profile, information such as sex, age, and hobbies is also collected in advance by the information collecting means 31, and the analyzing means 32 performs a more accurate analysis by matching the driving situation with the profile of the driver. Also good. When various history information such as purchase history and transportation use history is stored in the information communication terminal device 10, the analysis means 32 collects such information and performs higher-precision analysis, and the driver Attributes that match

  The server system 1 may include Web information collecting means 36 separately from the information collecting means 31 to collect various Web information. The analysis unit 32 takes in various information from the information collection unit 31 and the Web information collection unit 36, performs preprocessing as necessary, performs data conversion, and performs data mining. And it analyzes with the item which has causal relationship with a driver | operator's profile information and log | history information, and a vehicle operation condition. In this way, the driver's driving situation is predicted, matching with various information is evaluated, and the driver's attributes are obtained. Note that the information collection unit 31 may supervise without providing the Web information collection unit 36 separately.

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

  The application program providing unit 34 provides an application program to the information communication terminal device 21. The application program trains the character based on the driving-related attributes among the results provided by the analysis result providing means 33. The application program, for example, causes various parameters indicating the character's properties to be born as initial values so that the character does not have any properties, and then the values of various parameters that determine the character's properties based on the analysis results Is determined, and the value of each parameter is added sequentially to determine the value of the function that determines the character's properties. Here, instead of one function, the values of a plurality of functions may be obtained, and the character properties may be determined by the magnitude of the function values.

  The information collecting means 31 can also collect at least one of various sensor information, driver personal history information, and profile information stored in the information communication terminal device 10, and the analyzing means 32 is an information collecting means. The in-vehicle information is analyzed together with the information obtained by 31 and parameters for character development by the application program can be obtained.

  According to the embodiment of the present invention, in-vehicle sensor information such as a car CAN is collected by the information collecting means 31, and the collected information is analyzed by a technique of sensuous evaluation and / or modeling, The analysis result providing unit 33 returns the analysis result to the information communication terminal device 21. An application program for character development in the information communication terminal device 21 trains the character based on the analysis result.

  The application program for training may be modified so that the analysis result of the in-vehicle sensor information can be applied to the existing character training program. According to the total operation time from the start of program execution, it is divided into multiple stages, and in each stage as a tree-like branch structure, characters are sequentially added so that each branch point converges to a certain individuality based on the analysis results. It may be nurtured. In the analysis means 32, for example, factor analysis is performed with reference to various analyzes such as personality analysis, behavior analysis, and psychological analysis, and each factor is parameterized and weighted so as to converge to one attribute at each stage. Good.

  The information collecting means 31 includes not only the model number, specification information and in-vehicle sensor information such as the vehicle inspection number of each driver's car, but also other information such as information first derived from the driver, such as gender, age, occupation Second, various information such as GPS, acceleration, angular velocity, etc. in the information communication terminal device, third information on the frequency of communication between the information communication terminal devices, date and time, etc. 4) Various information such as mail between drivers, non-drivers and drivers, frequency of message exchange, date and time of exchange, 5) Various history such as shopping history and travel history stored in the information communication terminal device Access various websites on the Internet using information, sixthly information communication terminal devices and other communication terminals owned by drivers 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 personality of the driver. When determining a driver's personality, for example, it is decomposed into multiple elements such as aggression, emotional weakness, impulsivity, irritability, and self-centeredness, that is, parameters, and a score is assigned to each parameter. This can be done by quantifying whether the property appears remarkably. At that time, the vehicle sensor information and information selected from any other information group are weighted. When weighting, statistics such as behavior analysis and psychology should be consulted. For example, if you want to drive the car frequently on the highway and make lane changes, monitor the temporal transition of sensor information such as vehicle speed, steering angle of the steering wheel, turn signal operation, acceleration, etc. , Self-centered, strong aggression.

  Then, the breeding application program can change the character of the character reflecting the analysis result of the analysis means 32. For example, a branch is made as shown in FIG. 4 in accordance with the total operation time from the start of program execution, and the distribution of the score of each element, etc. at each branch point, that is, the total time t1, t2, t3,. It is possible to determine the character to be evolved in response, and determine the character's attributes over time.

  As parameters that determine the character's personality and the like, as described above, not only the information on acceleration and angular velocity is used as in-vehicle sensor information and various types of sensor information in the information communication terminal device 21 as follows. Such information may be used.

  For example, the status of the travel route is determined from the GPS value in the information communication terminal device 21 and map information as Web information, such as a commute route, a drive route, a shopping route, a fuel supply 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. Also, as a part of sales promotion activities in cooperation with stores and electronic shopping site operators, etc., points are given to users, and characters are trained based on the value of points held by users, the rate of increase or decrease of points, etc. Or providing 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 parameters. 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 information communication terminal device 21, and for example, a statistical value of the message exchange frequency such as “greeting card” may be used as a parameter.

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

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

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

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

  Such parameter setting is mainly performed by the analysis means 32 in FIG. Various action histories of persons 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 a car, usage status of information communication terminal devices and other communication means, usage status on a website Collect information about. The analysis means 32 performs behavior analysis based on the collected information. Therefore, in the training program, not only the character is trained based on the analysis result of the analysis means 32, but various tools may be assigned to the character. Here, as a tool, the analysis means 32 may analyze the behavior so that, for example, it is possible to give a nutrient for character development just by looking at an advertisement on the Internet, or to give the character a special education. Skills may be given, or when the game is provided by the game providing means 35 using a character, the character may be specially strengthened, or various weapons that may be advantageous may be given.

Next, how to play with the characters raised in this way will be described.
When the driver nurtures a character as his or her own character, the driver's information communication terminal device 21 includes character attribute information. Therefore, as shown in FIG. 3, the server system 1 includes the game providing unit 35, so that a game can be performed using, for example, a car character raised by each driver.

  FIGS. 5A and 5B are diagrams showing character usage images. As shown in FIG. 5 (A), when the drivers are in a range where the short distance wireless communication of the information communication terminal device 21 reaches within a signal waiting, traffic jam, rotary, parking lot, etc., their information communication terminal devices 21, 21 Characters may have conversations by performing automatic communication between two parties. As shown in FIG. 5B, when a driver and a person other than the driver own their own information communication terminal devices 21 and 25, if the information communication terminal devices 21 and 25 are close to each other, the two-party communication is performed. You may go and deepen your exchange. If you get along, you can form a social network. The two-party communication may be 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 a short-range communication means such as Wi-Fi.

  Moreover, you may implement | achieve by providing the communication connection means 37 in 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 communication connection means 37 to the system 1 of FIG. The information collecting unit 31 collects position information from 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 the arbitrary information communication terminal devices 21 and 25 to refer to the map information. It is determined whether or not other information communication terminal devices 21 and 25 exist in the currently existing area, and the presence or absence of the information communication terminal devices 21 and 25 is notified in the vicinity of the arbitrary information communication terminal devices 21 and 25. Then, when the information communication terminal devices 21 and 25 receive the notification, the short distance communication by Wi-Fi or the like is performed without intervening the network to the other information communication terminal devices 21 and 25 nearby, and the message It is possible to perform transmission, send characters as avatars as avatars to communicate between avatars, or communicate between drivers or between drivers and passers-by.

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

  According to the embodiment of the present invention, the server system 1 provides a Car Communication Platform (simply referred to as CCP) as a tool for analyzing in-vehicle sensor information and other various types of information. Promote interaction. In addition, it is possible to transmit information on the enjoyment of cars, how to use cars, lifestyles through cars, exchange information, form communities, and create values. Furthermore, by collecting and analyzing information, CCP can provide various marketing information related to vehicle needs and preferences to automobile manufacturers and parts manufacturers, improving vehicle performance, convenience and customer satisfaction. Can be improved. In addition, CCP can provide a communication platform service using a newly created vehicle by integrating information communication terminal devices such as smartphones and tablets with communication tools such as Social Networking System.

Next, an exchange style between people using such CCP will be described.
One interchange style is provided as a place where drivers can boast their own cars. It is possible to infiltrate the car's friends with the specifications of the user's car, boasting equipment that is additionally modified, such as tires, wheels, spoilers, car navigation systems, and seats, and maintenance goods such as oil and wax.

  As one AC 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 development based on the user's profile, and a new character is added to the character that is the user's alternation. 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 information communication terminal device 21, 25, Wi-Fi or Can perform near field communication such as peer-to-peer. Thereby, not only human exchange but also exchange of characters can be performed, and it is also realized that one character is brought up under the influence of another character by the exchange of characters.

  As one of the AC styles, the information communication terminal device 21 is in a state where the driver and the face of another driver can be confirmed by a driver stopping for a short time in a place such as waiting for a signal, a parking lot, and a rotary. Can be used to perform near field communication and send messages to other drivers. As they gradually become able to share information, they can form friendships with other drivers. Such things can share information with pedestrians as well as drivers and form friendships.

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

Claims (3)

A server system connected to an information communication terminal device used by a driver and an in-vehicle network deployed in a vehicle driven by the driver,
Information collecting means for collecting in-vehicle sensor information and other various information transmitted from the in-vehicle network;
Analyzing means for obtaining attributes relating to driving of the driver from information for each driver collected in the information collecting means,
Analysis result providing means for providing an analysis result from the analysis means to the information communication terminal device;
An application program providing means for providing the information communication terminal device with an application program for nurturing a character based on driving-related attributes among the results provided by the analysis result providing means;
A server system comprising: The information collecting means collects either one or both of sensor information stored in the information communication terminal device and driver history information,
The analysis means analyzes vehicle sensor information together with one or both of sensor information collected by the information collection means and driver individual history information, and determines parameters for character development by the application program. The server system according to claim 1.   Furthermore, the server system of Claim 1 provided with the game provision means which provides the game using the character raised by the said application program with respect to the said information communication terminal device.

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