KR20240000258A - Method and apparatus for providing customized car service in an integrated way - Google Patents

Abstract

According to an embodiment of the present disclosure, a method of providing integrated user-customized car service performed by a computing device, the method comprising: obtaining user information of a user from at least one server, based on the user information, It may include determining at least one of a plurality of car services including a purchase service, a sales service, and an additional service as a service of interest, and displaying a user interface related to the service of interest as a default view on a user terminal. there is.

Description

{METHOD AND APPARATUS FOR PROVIDING CUSTOMIZED CAR SERVICE IN AN INTEGRATED WAY}

This disclosure relates to a method and device for providing integrated user-tailored automobile services.

It is common for automobile service company employees to receive a variety of inquiries and requests from customers, including vehicle information, financial product information related to vehicle purchase, requests for disposal of existing vehicles, and automobile accessories.

Depending on the customer's inquiry or request, employees of the automobile service company check and compile information through various channels, such as the automobile manufacturer's computer or automobile catalog provided by the manufacturer, and then deliver the information to the customer. In addition, at the request of the customer, the automobile service company employee must check the used price of the vehicle owned by the customer. In this case, the used price quote must be confirmed using a separate application or website that provides a used price quote service. Then deliver it to the customer.

If the channel providing the various information desired by the user is not operated through an automobile service company employee, the channel providing the various information desired by the user is operated and provided individually, so the user must collect the above-mentioned various information directly, which causes more time and inconvenience.

Accordingly, the information provision method has been improved so that users can receive a variety of services related to automobiles in an integrated manner, and technology has been developed to provide services selected according to the user's current situation without the hassle of entering a lot of information directly. It is required.

The problem to be solved is to configure and provide a number of services related to automobiles in a customized manner based on automatically collected user information. In addition, it can be used to accomplish other tasks not specifically mentioned.

According to an embodiment of the present invention, there is a method of providing integrated user-customized car service performed by a computing device, the method comprising: obtaining user information of a user from at least one server; based on the user information, purchasing It may include determining at least one of a plurality of car services including a service, a sales service, and an additional service as a service of interest, and displaying a user interface related to the service of interest as a default view on a user terminal. .

Obtaining the user information may include obtaining the user information from the at least one server capable of collecting the user information using a data scraping technique.

The user information is composed of a plurality of items, and the plurality of items may include at least some of the user's gender, age, occupation, assets, driving tendency, payment history, and insurance history.

The step of determining the service of interest includes selecting the car service corresponding to the user information based on a rule-based algorithm established by matching at least one of the plurality of items with at least one of the plurality of car services. A step of automatically determining the service of interest may be included.

The step of determining the service of interest includes configuring the plurality of items in a tuple format to generate a user vector for the user, and inputting the user vector into a previously learned artificial intelligence-based classification model to identify a plurality of cars. It may include automatically determining a car service corresponding to the user vector among services as the service of interest.

The step of automatically determining the service of interest includes receiving a selection of at least one car service among the plurality of car services from the user through the user terminal, and selecting the at least one car service for which the selection has been input. It may include determining as the service of interest.

The purchase service may include at least some of a new car quotation service, a comparison service for multiple new cars, a new car specification information service, a new car catalog service, a used car search service, a vehicle purchase request service, and a financial information service for vehicle purchase. there is.

The sales service may include at least some of a used market price prediction service for the user's vehicle and a vehicle sales request service for the user's vehicle.

The additional service may include at least some of a management service related to the user's car, a tuning service, an accessory service, and a company recommendation service.

The displaying in the default view includes displaying a user interface related to the service of interest in the default view on the user terminal along with a service change entity, and when receiving the user's selection for the service change entity, It may include displaying a user interface related to a car service corresponding to the user's selection among a plurality of car services on the user terminal, replacing the user interface related to the service of interest.

According to an embodiment of the present invention, an integrated provision device for user-customized car services including one or more processors, a user information collection unit that acquires user information of a user from at least one server, and based on the user information, purchases. A service of interest determination unit that determines at least one of a plurality of car services including a service, a sales service, and an additional service as a service of interest, and a user that displays a user interface related to the service of interest as a default view on a user terminal. It may include an interface decision unit.

The user information collection unit may obtain the user information from the at least one server capable of collecting the user information using a data scraping technique.

The user information is composed of a plurality of items, and the plurality of items may include at least some of the user's gender, age, occupation, assets, driving tendency, payment history, and insurance history.

The service of interest determination unit matches at least one of the plurality of items with at least one of the plurality of car services and selects the car service corresponding to the user information as the service of interest based on a pre-established rule-based algorithm. It can be decided automatically.

The service of interest determination unit configures the plurality of items in a tuple format to generate a user vector for the user, inputs the user vector into a previously learned artificial intelligence-based classification model, and selects the user among a plurality of car services. The automobile service corresponding to the vector can be automatically determined as the service of interest.

When receiving a selection input for at least one car service among the plurality of car services from the user through the user terminal, the interest service determination unit selects the at least one car service as the service of interest. You can decide.

The purchase service may include at least some of the following: a new car quotation service, a comparative quotation service for multiple new cars, a new car specification guide service, a new car catalog service, a used car search service, a vehicle purchase request service, and a financial information service for vehicle purchase. You can.

The sales service may include at least some of a used market price prediction service for the user's vehicle and a vehicle sales request service for the user's vehicle.

The additional service may include at least some of a management service related to the user's car, a tuning service, an accessory service, and a company recommendation service.

The user interface determination unit displays a user interface related to the service of interest as the default view on the user terminal along with a service change entity, and when receiving the user's selection for the service change entity, the plurality of car services Among these, a user interface related to the car service corresponding to the user's selection may be displayed on the user terminal, replacing the user interface related to the service of interest.

According to an embodiment of the present invention, a plurality of information or services related to automobiles, such as information necessary for purchasing a new car, information for disposing of an existing vehicle, and information related to purchasing automobile accessories, can be integrated and provided through an application.

According to an embodiment of the present invention, it is expected that the user's interest will be the highest by automatically collecting user information without the user having to directly search for the service he/she needs among a number of services or having the user directly input his/her information. User experience can be improved by selecting and displaying available services.

Figure 1 is a block diagram showing an integrated provision device for customized car services according to some embodiments of the present invention.
Figure 2 is a flowchart of a method for providing integrated user-customized car services according to some embodiments of the present invention.
FIG. 3 is a block diagram illustrating a computing device that provides a method of providing integrated user-customized car services according to some embodiments of the present disclosure.

Below, with reference to the attached drawings, embodiments of the present disclosure will be described in detail so that those skilled in the art can easily practice them. However, the present disclosure may be implemented in many different forms and is not limited to the embodiments described herein. In order to clearly explain the present disclosure in the drawings, parts that are not related to the description are omitted, and similar parts are given similar reference numerals throughout the specification.

In the present disclosure, when a part “includes” a certain component, this means that it may further include other components rather than excluding other components, unless specifically stated to the contrary. The devices that make up the network may be implemented as hardware, software, or a combination of hardware and software.

1 is a block diagram illustrating an integrated provision device for customized car services according to some embodiments of the present disclosure.

Referring to FIG. 1, the device 100 for providing integrated user-customized car service according to the present disclosure may include a user information collection unit 110, a service of interest determination unit 120, and a user interface determination unit 130. there is. However, the above-described configuration is not essential for implementing the integrated provision device 100 for customized automobile services according to the present disclosure, so the device 100 for integrated provision of customized automobile services may have more or fewer configurations than the listed configurations. It can be implemented as:

For example, the device 100 for providing integrated user-customized car services according to the present disclosure includes a learning unit (not shown) for learning an artificial intelligence model for automatically determining a service of interest and/or an artificial intelligence unit for automatically determining a service of interest. It may further include a storage unit (not shown) for storing intelligent models or rule-based algorithms.

The integrated provision device 100 of a customized car service according to the present disclosure may be connected to enable communication with at least one external server (200a, 200b, 200c: 200) to collect user information, while the customized car service according to the present disclosure 100 It may be connected to enable communication with at least one user terminal 300 that wishes to receive an integrated service provision method.

In Figure 1, for convenience of explanation, the integrated provision device 100 for user-customized automobile services is shown as a separate device from the user terminal 300, but it is not limited thereto. The device 100 for integrated provision of user-customized automobile services is It may also be implemented as a single device with the user terminal 300.

The user information collection unit 110 of the device 100 for providing a customized automobile service according to the present disclosure may obtain the user's user information from at least one server 200. Specifically, the user information collection unit 110 may obtain user information from at least one server 200 capable of collecting user information using a data scraping technique.

Data scraping can refer to a technology that extracts the data necessary to provide a service from distributed data and provides it to the user without the user's web browsing. Data scraping according to the present disclosure may be web scraping. Web scraping is a method of data scraping that collects and provides data displayed on a screen through a display device, that is, information generally displayed on websites.

Here, the user information may be composed of a plurality of items, and the plurality of items may include at least some of the user's gender, age, occupation, assets, driving tendency, payment history, and insurance history, for example.

For example, in the case of the user's driving tendency, the user's driving safety score calculated by an application installed on the user terminal 300 and synchronizing information on the vehicle owned by the user in real time, the user's gas station payment scraped from a financial institution It may include the cycle or payment amount, Hi-Pass payment cycle or payment amount, or the user's insurance processing history scraped from insurance-related organizations.

Alternatively, in the case of the user's funds or payment history, they may be scraped from financial institutions, including the size of the user's liquid funds, the withdrawal or installment payment history of the user's car purchase price, and the deposit or transfer history of the user's car sales price, etc. can do.

Or, in the case of the user's insurance history, it may be collected from distributed websites such as one or more insurance companies, Korea Credit Information Service, Life Insurance Association, or Non-Life Insurance Association, and may include the user's insurance contract information, insurance processing history, etc. there is.

The interest service determination unit 120 of the device 100 for providing integrated user-customized car services according to the present disclosure determines the purchase service, sales service, and additional service based on the user information collected by the user information collection unit 110. At least one of a plurality of car services including may be determined as a service of interest.

That is, the service of interest determination unit 120 may determine, as the service of interest, the car service in which the user is most interested in the current user situation, based on the user information collected by the user information collection unit 110.

For example, if the user's information indicates that the user does not currently own a vehicle, that the user's occupation has average income or liquid assets above the average for their age group, and that their payment history shows a high percentage of taxi trips, then the user is most interested. A car service worth doing may be a purchase service, and accordingly, the service of interest determination unit 120 may determine the purchase service as a service of interest based on user information.

The purchase service is a service that users need in the process of purchasing a car, including a new car quotation service, a comparison service for multiple new cars, a new car specification guide service, a new car catalog service, a used car search service, a vehicle purchase request service, and a vehicle purchase service. It may include at least some of the financial information services related to the purchase.

The new car quotation service provides information about car manufacturer, model, line, detailed model, color, options, discount conditions, delivery fee, tax exemption conditions, vehicle registration cost or incidental costs (bond purchase, bond discount, It may be a service that receives conditions such as tags, license plates, registration fees, etc., and calculates and provides estimates based on the entered conditions.

The comparison service for multiple new cars is a service that allows you to compare quotes for multiple new cars. It receives conditions such as car manufacturer, model, line, detailed model, color, options, and delivery fee from the user, and is based on the entered conditions. This may be a service that calculates estimates for each of a plurality of different new cars and provides them for comparison.

The new car specification information service may be a service that provides detailed specifications and specifications of a new car, and the new car catalog service may display a catalog displaying the specifications, specifications, and price of a new car on the user terminal 300 or provide other information at random. It may be a service provided to the user through a method (for example, downloaded to the user terminal 300 or transmitted to the user's email account).

The used car search service receives conditions such as car manufacturer, model, line, detailed model, color, options, year, mileage, price, etc. of the used car to be purchased from the user through the user terminal 300, and is based on the input conditions. This may be a service that provides search results for used cars that can be traded.

The vehicle purchase request service may be a service for sending a consultation request or purchase request to a relevant dealer to purchase a new or used car. To this end, the vehicle purchase request service comprehensively considers the manufacturer or model of the car the user wants to purchase, the user's region, or dealer evaluation scores, and provides detailed information so that the user can send the request to an appropriate dealer. .

The financial information service for vehicle purchases calculates the monthly payment and repayment schedule according to the purchase method such as installment purchase, rental purchase, or lease purchase of a new vehicle, or provides discount conditions provided by the manufacturer (e.g., discountable credit card). , credit cards that can use points, discount benefits, benefits for purchasing exhibition vehicles, etc.) may be a service for each vehicle type.

As another example, if the user's information indicates that the user currently owns a vehicle and that the current assets have recently decreased significantly or that spending on things other than vehicles, such as purchasing a home, has increased significantly, then the user is most interested in A car service worth performing may be a sales service, and accordingly, the service of interest determination unit 120 may determine the sales service as a service of interest based on user information.

The sales service is a service required in the process of selling a car that a user already owns, and may include at least some of a used market price prediction service and a vehicle sales request service.

The used price prediction service is a service for providing used market information for cars already owned by the user, and can provide users with retail price information or successful bid price information based on information about the user's car, or as disclosed herein. The device 100 for providing integrated user-customized car services according to can communicate with an external used car company server (not shown) to display the company's web screen on the user terminal 300.

The vehicle sales request service may be a service for sending a consultation request or sales request to a relevant dealer in order to sell a car that the user already owns. To this end, the vehicle sales request service comprehensively considers the manufacturer or model of the car the user wants to sell, market price, user's region, or dealer evaluation score, and provides detailed information so that the user can send the request to an appropriate dealer. You can.

As another example, if the user information indicates that the user currently owns a vehicle, that there has been no significant change in the user's liquid assets, and that the user has a low driving safety score or short refueling intervals, the user is most interested. Car services that may be available may be additional services such as management services or tuning services, and accordingly, the service of interest determination unit 120 may determine the additional service as the service of interest based on user information.

Additional services are services required in the process of managing and utilizing a car that a user already owns, and may include at least some of car management services, tuning services, accessory services, and company recommendation services.

The management service takes into account the management history, age, mileage, and warning lights of the car already owned by the user, and determines the cycle and management of the necessary maintenance (maintenance, car wash, refueling, replacement of consumables, etc.) for the user's car. It may be a service to provide information about necessary costs.

The tuning service provides guidance on tuning areas (areas that can be legally tuned, such as front bumper, grill, side mirrors, exhaust, rear bumper, bonnet, wheels, spoiler, etc.) for the car the user already owns. It may be a service to provide comprehensive information on tuning costs, including costs, registration agency costs, and vehicle structure change inspection agency costs.

The accessory service may include an online shopping mall service for shopping for accessories for a car already owned by the user. For example, when the accessory service menu is selected, the device 100 for providing integrated user-customized car service according to the present disclosure communicates with an external shopping mall server (not shown) to display the web screen of the shopping mall on the user terminal 300. can do.

The company recommendation service may be a service that provides recommended information about companies necessary for using or in the process of using a car that the user already owns, for example, a recommended gas station or parking lot near the destination, or a drive-through ( drive through) may be a service to provide store information, etc.

Regarding a specific method of determining a service of interest, in one embodiment, the service of interest determination unit 120 matches at least one of a plurality of items constituting user information with at least one of a plurality of car services to determine a pre-established service. Based on a rule-based algorithm, the automobile service corresponding to the user information collected by the user information collection unit 110 can be automatically determined as the service of interest.

In another embodiment, the service of interest determination unit 120 may generate a user vector for the user by configuring a plurality of items constituting the user information in a tuple format, and use the user vector as a pre-learned artificial intelligence-based classification model. By entering , the car service corresponding to the user vector among the plurality of car services can be automatically determined as the service of interest.

In this case, the previously learned artificial intelligence-based classification model is a model based on the SVM (Support Vector Machine) algorithm to perform clustering based on user vectors, or a classifier model learned through GAN (generative Adversarial Network), etc. It can be. However, it is not limited to this.

In another embodiment, the service of interest determination unit 120 may receive a selection input for at least one car service among a plurality of car services from the user through the user terminal 300, and select at least one car service for which the selection was input. You can decide that car service is the service of interest.

The user interface determination unit 130 of the device 100 for providing integrated user-customized car service according to the present disclosure sets the user interface related to the service of interest determined by the service of interest determination unit 120 as a default view on the user terminal 300. It can be displayed. That is, the user interface related to the service of interest may be displayed as the first screen when executing the application for providing the method for providing an integrated user-customized car service according to the present disclosure on the user terminal 300.

Specifically, the user interface determination unit 130 may display the user interface related to the service of interest as a default view on the user terminal along with the service change entity. Here, the service change entity has the form of, for example, a hamburger button or a drop-down menu, and may be a graphic icon element used to display a user interface related to another automobile service on the user terminal 300.

Accordingly, when receiving the user's selection for a service change entity, the user interface determination unit 130 displays a user interface related to the car service corresponding to the user's selection among a plurality of car services to the previously displayed service of interest. The related user interface can be replaced and displayed on the user terminal 300.

Figure 2 is a flowchart of a method for providing integrated user-customized car services according to some embodiments of the present disclosure.

Referring to FIG. 2, first, the device 100 for providing integrated user-customized car service according to the present disclosure may obtain the user's user information from at least one server (S110).

The device 100 for providing integrated user-customized automobile service according to the present disclosure may obtain the user's user information from at least one server 200. Specifically, the device 100 for providing integrated user-customized car service may obtain user information from at least one server 200 capable of collecting user information using a data scraping technique.

Data scraping can refer to a technology that extracts the data necessary to provide a service from distributed data and provides it to the user without the user's web browsing. Data scraping according to the present disclosure may be web scraping. Web scraping is a method of data scraping that collects and provides data displayed on a screen through a display device, that is, information generally displayed on websites.

Here, the user information may be composed of a plurality of items, and the plurality of items may include at least some of the user's gender, age, occupation, assets, driving tendency, payment history, and insurance history, for example.

For example, in the case of the user's driving tendency, the user's driving safety score calculated by an application installed on the user terminal 300 and synchronizing information on the vehicle owned by the user in real time, the user's gas station payment scraped from a financial institution It may include the cycle or payment amount, Hi-Pass payment cycle or payment amount, or the user's insurance processing history scraped from insurance-related organizations.

Alternatively, in the case of the user's funds or payment history, they may be scraped from financial institutions, including the size of the user's liquid funds, the withdrawal or installment payment history of the user's car purchase price, and the deposit or transfer history of the user's car sales price, etc. can do.

Or, in the case of the user's insurance history, it may be collected from distributed websites such as one or more insurance companies, Korea Credit Information Service, Life Insurance Association, or Non-Life Insurance Association, and may include the user's insurance contract information, insurance processing history, etc. there is.

Next, the device 100 for providing integrated user-customized car services according to the present disclosure may determine at least one of a plurality of car services including a purchase service, a sales service, and an additional service as a service of interest based on user information. There is (S120).

In other words, the device 100 for providing integrated user-customized car services may determine the car service in which the user is most interested in the current user situation as the service of interest, based on the collected user information.

For example, if the user's information indicates that the user does not currently own a vehicle, that the user's occupation has average income or liquid assets above the average for their age group, and that their payment history shows a high percentage of taxi trips, then the user is most interested. A car service worth doing may be a purchase service, and accordingly, the device 100 for providing integrated user-customized car services may determine the purchase service as a service of interest based on user information.

The purchase service is a service that users need in the process of purchasing a car, including a new car quotation service, a comparison service for multiple new cars, a new car specification guide service, a new car catalog service, a used car search service, a vehicle purchase request service, and a vehicle purchase service. It may include at least some of the financial information services related to the purchase.

As another example, if the user's information indicates that the user currently owns a vehicle and that the current assets have recently decreased significantly or that spending on things other than vehicles, such as purchasing a home, has increased significantly, then the user is most interested in A car service worth providing may be a sales service, and accordingly, the device 100 for providing integrated user-customized car services may determine the sales service as a service of interest based on user information.

The sales service is a service required in the process of selling a car that a user already owns, and may include at least some of a used market price prediction service and a vehicle sales request service.

As another example, if the user information indicates that the user currently owns a vehicle, that the user's liquid assets have not changed significantly, and that the user has a low driving safety score or short refueling intervals, the user is most interested. Car services that may be available may be additional services such as management services or tuning services, and accordingly, the device 100 for providing integrated user-customized car services may determine the additional service as a service of interest based on user information.

Additional services are services required in the process of managing and utilizing a car that a user already owns, and may include at least some of car management services, tuning services, accessory services, and company recommendation services.

Regarding a specific method of determining a service of interest, in one embodiment, the device 100 for providing integrated user-customized car service matches at least one of a plurality of items constituting user information with at least one of a plurality of car services. Based on a pre-established rule-based algorithm, the automobile service corresponding to the collected user information can be automatically determined as the service of interest.

In another embodiment, the device 100 for providing integrated user-customized car service may generate a user vector for the user by configuring a plurality of items constituting user information in a tuple format, and convert the user vector into a previously learned artificial intelligence. By inputting it into an intelligence-based classification model, the car service corresponding to the user vector among a plurality of car services can be automatically determined as the service of interest.

In this case, the previously learned artificial intelligence-based classification model is a model based on the SVM (Support Vector Machine) algorithm to perform clustering based on user vectors, or a classifier model learned through GAN (generative Adversarial Network), etc. It can be. However, it is not limited to this.

In another embodiment, the device 100 for providing integrated user-customized car services may receive a selection input for at least one car service among a plurality of car services from the user through the user terminal 300, and the selection may be input. At least one car service provided may be determined as the service of interest.

Next, the device 100 for providing integrated user-customized automobile service according to the present disclosure may display a user interface related to the service of interest as a default view on the user terminal (S130).

That is, the user interface related to the service of interest may be displayed as the first screen when executing the application for providing the method for providing an integrated user-customized car service according to the present disclosure on the user terminal 300.

Specifically, the device 100 for providing integrated user-customized car service may display a user interface related to the service of interest as a default view on the user terminal along with a service change entity. Here, the service change entity has the form of, for example, a hamburger button or a drop-down menu, and may be a graphic icon element used to display a user interface related to another automobile service on the user terminal 300.

Accordingly, when receiving the user's selection for a service change entity, the integrated provision device 100 for user-customized car services displays a user interface related to the car service corresponding to the user's selection among a plurality of car services. The user interface related to the service of interest can be replaced and displayed on the user terminal 300.

FIG. 3 is a block diagram illustrating a computing device that provides a method of providing integrated user-customized car services according to some embodiments of the present disclosure.

Here, the computing device 10 that provides an integrated provision method of user-customized car services is the above-mentioned integrated provision device 100 of user-customized car services, or a user-customized car service to provide an integrated method of providing user-customized car services. It may be at least one server 200 and/or a user terminal 300 that is communicatively connected to the integrated service provision device 100. However, it is not limited to this.

Referring to FIG. 3, the computing device 10 according to the present disclosure includes one or more processors 11, a memory 12 that loads a program executed by the processor 11, and a storage 13 that stores the program and various data. ), and may include a communication interface 14. However, the above-described components are not essential for implementing the computing device 10 according to the present disclosure, so the computing device 10 may have more or less components than the components listed above. For example, the computing device 10 may further include an output unit and/or an input unit (not shown), or the storage 13 may be omitted.

When loaded into the memory 12, the program may include instructions that cause the processor 11 to perform methods/operations according to various embodiments of the present disclosure. That is, the processor 11 can perform methods/operations according to various embodiments of the present disclosure by executing instructions. A program consists of a series of computer-readable instructions grouped by function and executed by a processor.

The processor 11 controls the overall operation of each component of the computing device 10. The processor 11 includes at least one of a Central Processing Unit (CPU), Micro Processor Unit (MPU), Micro Controller Unit (MCU), Graphic Processing Unit (GPU), or any type of processor well known in the art of the present disclosure. It can be configured to include. Additionally, the processor 11 may perform operations on at least one application or program to execute methods/operations according to various embodiments of the present disclosure.

Memory 12 stores various data, instructions and/or information. Memory 12 may load one or more programs from storage 13 to execute methods/operations according to various embodiments of the present disclosure. The memory 12 may be implemented as a volatile memory such as RAM, but the technical scope of the present disclosure is not limited thereto.

Storage 13 can store programs non-temporarily. The storage 13 may be a non-volatile memory such as Read Only Memory (ROM), Erasable Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), flash memory, a hard disk, a removable disk, or the like in the technical field to which this disclosure pertains. It may be configured to include any known type of computer-readable recording medium. The communication interface 14 may be a wired/wireless communication module.

The embodiments of the present disclosure described above are not only implemented through devices and methods, but may also be implemented through programs that implement functions corresponding to the configurations of the embodiments of the present disclosure or recording media on which the programs are recorded.

Although the embodiments of the present disclosure have been described in detail above, the scope of the rights of the present disclosure is not limited thereto, and various modifications and improvements made by those skilled in the art using the basic concept of the present disclosure defined in the following claims are also possible. It falls within the scope of rights.

Claims (11)

A method of providing integrated user-tailored car services performed by a computing device, comprising:
Obtaining user information of a user from at least one server,
Based on the user information, determining at least one of a plurality of car services including a purchase service, a sales service, and an additional service as a service of interest, and
Comprising the step of displaying a user interface related to the service of interest as a default view on a user terminal,
A method of providing integrated user-tailored car services.
In paragraph 1:
The step of obtaining the user information is,
Comprising the step of obtaining the user information from the at least one server capable of collecting the user information, using a data scraping technique,
A method of providing integrated user-tailored car services.
In paragraph 1:
The user information is,
Consists of multiple items,
The plurality of items are,
Containing at least some of the user's gender, age, occupation, assets, driving tendency, payment history, and insurance history,
A method of providing integrated user-tailored car services.
In paragraph 3,
The step of determining the service of interest is,
A step of automatically determining the car service corresponding to the user information as the service of interest based on a rule-based algorithm established by matching at least one of the plurality of items with at least one of the plurality of car services. doing,
A method of providing integrated user-tailored car services.
In paragraph 3,
The step of determining the service of interest is,
generating a user vector for the user by configuring the plurality of items in a tuple format, and
Including the step of inputting the user vector into a previously learned artificial intelligence-based classification model, and automatically determining a car service corresponding to the user vector among a plurality of car services as the service of interest,
A method of providing integrated user-tailored car services.
In paragraph 1:
The step of automatically determining the service of interest is,
Receiving a selection of at least one car service among the plurality of car services from the user through the user terminal, and
Comprising the step of determining the at least one car service for which a selection has been entered as the service of interest,
A method of providing integrated user-tailored car services.
In paragraph 1:
The purchase service is:
Including at least some of the following: a new car quotation service, a comparison service for multiple new cars, a new car specifications guide service, a new car catalog service, a used car search service, a vehicle purchase request service, and a financial information service for vehicle purchase.
A method of providing integrated user-tailored car services.
In paragraph 1:
The sales service is:
Containing at least some of a used market price prediction service for the user's vehicle, and a vehicle sales request service for the user's vehicle,
A method of providing integrated user-tailored car services.
In paragraph 1:
The above additional services are:
Including at least some of management services, tuning services, accessory services, and company recommendation services related to the user's car,
A method of providing integrated user-tailored car services.
In paragraph 1:
The step of displaying in the default view is,
displaying a user interface related to the service of interest in the default view on the user terminal along with a service change entity; and
When receiving the user's selection for the service change entity, the user interface for the car service corresponding to the user's selection among the plurality of car services is replaced with the user interface for the service of interest to the user terminal. Including the step of displaying on the
A method of providing integrated user-tailored car services.
An integrated provision device for customized automobile services that includes one or more processors,
a user information collection unit, which obtains user information of a user from at least one server;
An interest service determination unit that determines at least one of a plurality of car services including a purchase service, a sales service, and an additional service as a service of interest based on the user information, and
Comprising a user interface determination unit that displays a user interface related to the service of interest as a default view on a user terminal,
An integrated provision device for customized car services.