KR101928076B1 - System and Method for Providing Foreigner Sightseeing Location Information Contents using Big Data - Google Patents

Abstract

The present invention relates to a system for providing foreigner sightseeing location information content using big data and a method thereof. The method for providing foreigner sightseeing location information content using big data comprises a multilingual tourism statistic location content generating step including the steps of retrieving foreigner statistic information matched with multilingual content inputted from a manager terminal to generate static meta-information when the matching foreigner statistic information exists, checking whether location information matched with the inputted multilingual contents exists to generate peripheral location information when the matching location information exists, and interlinking the statistic meta-information with the peripheral location information.

Description

Field of the Invention < RTI ID = 0.0 > [0001] < / RTI &

The present invention relates to a system and method for providing foreign tourist location information contents using big data, and more particularly, to a system and method for providing statistical information and location information related to information searched by foreign tourists.

Open No. 10-2014-0132108 relates to a "location-based SNS and customized tourist convenience service providing system and method for the foreign domestic tourists", and a data storing service information for location-based SNS and customized tourist convenience service Based SNS and a customized tourist convenience service system including a controller for providing the location-based SNS and the customized tourist convenience service information requested from the information providing apparatus in cooperation with the external information server, the tourist information server, and the social network service server .

Currently, when foreign tourists visit the country, there are some tourist information services that are provided in multiple languages, but the level of contents to be provided is low and there is no multilingual location information service that is provided based on statistical based current location. Accordingly, there is a need for customized services for foreign tourists based on smart devices.

In the case of Korean tourists, there is no language barriers, so it is easy to acquire domestic tourist information through internet or broadcasting, but it is difficult to obtain reliable tourist information in the case of foreign tourists. Also, despite the high demand for discount information on shopping / restaurants, etc., there is a problem of difficulty in using the language in information retrieval even if the tourist comes to the country.

The present invention relates to a system for providing personalized information to foreign tourists within the scope of the statistical linkage system and to provide a system for supporting the attractiveness of individual foreign tourists and supporting tourism satisfaction .

The step of generating the multilingual tourist statistical location content may include the steps of searching for foreign statistical information matched with the multilingual content input from the administrator terminal, The method comprising the steps of: generating statistical meta information, determining whether there is surrounding location information matched with the input multilingual content, generating peripheral location information when the location information is present, .

Hereinafter, the content server receives the multilingual content search information input from the user terminal and the user location information of the user terminal, and when the user information is input through the content server, the foreign statistics server is related to the inputted user information Comparing the foreign statistical information with the foreign statistical information, and interlocking the foreign statistical information with the user information when the relevant foreign statistical information exists. Through this process, the statistical information of the foreigner concerned is linked to the user information (the user information inputted by the foreign tourist).

If there is no user location information received from the user terminal, the location information server searches for the neighbor location information and provides it to the user terminal. Determining whether statistical linked contents associated with the multilingual content search information exist in the multilingual content search information, and providing the statistical linked contents associated with the multilingual content search information to the user terminal if the statistical linked contents exist, To the user terminal. In this way, it can be determined in succession whether or not to provide peripheral location information, statistically-linked contents, etc. corresponding to the information inputted by the foreign tourist (multilingual content search information or user information).

The present invention can provide multilingual location information that is optimized for an individual and can improve individual tourism satisfaction through content provision. If such a system is provided, foreign tourists can be utilized to promote and attract tourists, and it is possible to secure competitiveness through cooperation with tourism services.

FIG. 1 is a block diagram of a system for providing foreign tourist location information according to an exemplary embodiment of the present invention. Referring to FIG.
2 is a flowchart illustrating a process of generating foreign tourist location information contents according to an exemplary embodiment of the present invention.
3 is a flowchart illustrating a step of using foreign tourist location information contents according to an embodiment of the present invention.
FIG. 4 is an exemplary diagram illustrating the input and statistical information of multilingual tourism contents according to an embodiment of the present invention.
5 is a diagram illustrating an example of linking multi-language tourist content input and peripheral location information according to an embodiment of the present invention.
6 is an exemplary view showing related statistical linked contents when a user terminal searches for multilingual tourist contents.
7 is a flowchart showing a process in which tourist information statistical data is converted into foreign tourist personalization analysis data.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings, which will be readily apparent to those skilled in the art. The present invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. In order to clearly illustrate the present invention, parts not related to the description are omitted, and similar parts are denoted by like reference characters throughout the specification.

Throughout the specification, when a part is referred to as being "connected" to another part, it includes not only "directly connected" but also "electrically connected" with another part in between . Also, when an element is referred to as "comprising ", it means that it can include other elements as well, without departing from the other elements unless specifically stated otherwise.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

The present invention maps statistical data (sex, age, marital status, parental status, child information, etc.) of location information (such as tourist information, location data and spatial data) It analyzes the personal information of foreign tourists by analyzing age, job, monthly income, tourist area, tourist course, purpose, transportation, accommodation, companion, cost, And settlement, tourist information, restaurants, local festival events, etc.), that is, a personalization service. Since foreign users search tourist information using foreign languages, there is a need to develop a personalized service system based on multiple languages (for example, English, Chinese, Taiwanese, Japanese).

The present invention not only increases the productivity and value added of the tourism business by analyzing the statistical data of the foreign tourist, but also provides a tourist service that improves the convenience of accessing the contents and information of the individual tourists through the multilingual personalization service system, It can be used to strengthen.

FIG. 1 is a block diagram of a system for providing foreign tourist location information according to an exemplary embodiment of the present invention. Referring to FIG. The foreign tourist location information content providing system according to an embodiment of the present invention includes a multilingual content storage unit 20, a multilingual content processing unit 30, a foreign statistics information server 40, a statistical meta information generation unit 50, An information generating unit 60, a multilingual content linking unit 70, a peripheral location information server 80, and a content management system 90. When the tourist content searched by the foreigner is inputted, the multifarious content is transmitted to the multilingual content processing unit through the multilingual content storage unit. The multilingual content processing unit can extract the statistical information of the foreigner related to the tourist contents searched by the foreigner from the foreign statistical information server.

The multilingual content linking unit may receive the location information from the user terminal and link the related peripheral location information to the tourist content searched by the user. The content management system includes a user interface, a database management unit, a content mapping unit, a multilingual service management unit, and a content transmission unit.

2 is a flowchart illustrating a process of generating foreign tourist location information contents according to an exemplary embodiment of the present invention. The method for providing foreign tourist location information contents using Big Data according to the present invention includes generating multi-language tourist statistical location contents. The step of generating the multilingual tourist statistical location content may include searching the foreign statistics server for the foreign statistical information matched with the multilingual content inputted when the multilingual content is inputted in the administrator terminal (S10) (S20). If the matched foreign statistical information exists, the statistical meta information is generated (S30). In this case, the foreign statistical information matched with the input multilingual contents is linked to the input multilingual contents. That is, if the multilingual contents are searched for later, the statistical information of the foreigner according to the statistical meta information can be used as information related thereto.

In the method of providing foreign tourist location information contents using Big Data according to the present invention, it is checked whether there is surrounding location information matching with the input multilingual contents (S40), and when the location information exists, . The statistical meta information and peripheral location information generated above are interlocked with the inputted multilingual contents (S60). The multilingual content input through the administrator terminal is linked with the tourist information contents (statistical meta information, peripheral location information) through the above process, thereby generating the multilingual tourist statistical location contents.

Hereafter, how the interlinked contents are provided when a user (foreigner) searches for tourist contents in multiple languages is explained. 3 is a flowchart illustrating a step of using foreign tourist location information contents according to an embodiment of the present invention.

One embodiment of the present invention includes a step S100 of a content server receiving multilingual content search information input from a user terminal and user location information of the user terminal. In this case, since there is no user location information of the user terminal, the content server does not necessarily receive the user location information of the user terminal.

When a foreigner searches for content in multiple languages, the content server requests user information from the user. In this case, the user information input by the user (S110) is (male, female, age, marital status, child, work, monthly income, etc.). When this information is input from the user terminal to the content server, And compares the relevant statistical information of the foreigner (S120). In step S110, the user information may be input. However, another embodiment of the present invention may assume that the user information is input in advance. For example, in another embodiment of the present invention, when a user searches for multilingual content or when an application (for searching multilingual content) is executed for the first time, the existing user information may be automatically interlocked Do.

If there is foreign statistical information that is relevant, the foreign statistical server interlinks the foreign statistical information with the user information and generates statistics linked contents (S130). FIG. 4 is an exemplary diagram illustrating the input and statistical information of multilingual tourism contents according to an embodiment of the present invention. If there is no relevant foreign statistical information, the content server proceeds to the step of determining whether the user location information exists.

The content server determines whether the user location information received from the user terminal exists (S140). If the user location information exists, the location information server links peripheral location information related to the user location information to the multilingual tourism statistics location content (S190 ). 5 is a diagram illustrating an example of linking multi-language tourist content input and peripheral location information according to an embodiment of the present invention.

The multilingual tourism statistics location content is content to be displayed on the user terminal. If the user location information does not exist, the content server checks whether there is statistical linked content related to the multilingual content searched by the user (S150). If there is the related statistical linked content, the content server provides the statistical linked content to the user terminal If there is no related statistical linked content, the search engine directly searches the contents and provides the result to the user terminal.

When the above contents are rearranged, the content server requests the user to input the user information when the user (foreigner) searches the contents (for example, tourist information) in multiple languages. At this time, when a user inputs user information, statistical information related to the user information is linked to "multilingual tourist statistics location contents" to be displayed on the user terminal. If the user location information exists, the surrounding location information related to the user location information is linked to the "multilingual tourist statistics location content" displayed on the user terminal. That is, if the user information inputted by the user is present, the targeted information can be provided by using the foreign statistical information, and if the user location information exists, the related peripheral position information can be also provided together.

Referring to FIG. 3, when the user location information received from the user terminal exists, a step S 110 of searching for the neighboring location information in the location information server and providing it to the user terminal is provided. If there is no user location information received from the user terminal, step (S150) of determining whether statistically linked contents associated with the multilingual content search information exists in the content server is provided. 6 is an exemplary view showing related statistical linked contents when a user terminal searches for multilingual tourist contents. If the statistically-linked content associated with the multilingual content search information exists, the method provides the user terminal with the statistical linked content (S160), and if the associated statistical linked content does not exist, providing the searched content to the user terminal (S170).

In the method of providing foreign tourist location information contents using the big data, how to process big data and provide contents with high preference to tourists should be examined. Most people tend to like products that they liked in the past and tend to dislike products that are similar to those they did not like, and based on the "user information" entered by the user, The user's preference can be predicted by knowing the preferences and calculating the relevance and similarity with the existing contents.

One embodiment of the present invention uses a cluster analysis method for a certain range of samples in a large number of databases after determining the number of clusters in advance. Using Euclidean-based similarity, we can construct a coordinate system based on the user information value, and perform cluster analysis by viewing the user as one location.

The Euclidean distance has the advantage of being able to quantify the relevance between the samples as follows:

이며, 여기서 p는 사용자 정보의 파라미터이고 q는 외국인 통계정보의 파라미터이다. 위 유클리드 거리 d(A, B)는

로도 표현될 수 있다.(S120) of comparing the user information with the foreign statistical information according to an embodiment of the present invention includes comparing the Euclidean distance d (A, B) between the user information (A) and the foreign statistical information (B) , Wherein the Euclidean distance d (A, B) = < RTI ID = 0.0 >

, Where p is a parameter of user information and q is a parameter of foreign statistical information. The upper Euclidean distance d (A, B)

Can also be expressed.

Step S120 of comparing the user information with the foreign statistical information may include extracting the foreign statistical information having the Euclidean distance within a certain range and comparing the extracted foreign statistical information with the user information. In addition, the step of comparing the user information with the foreign statistical information (S120) includes extracting the foreign statistical information whose Euclidean distance is within a certain range, and comparing the extracted foreign statistical information with the user information.

이며, 여기서 p는 사용자 정보의 파라미터이고 q는 외국인 통계정보의 파라미터이며, a 및 b는 국가별 상대적 가중치로 설정될 수 있다. Further, the step of comparing the user information with the foreign statistical information can be defined in more detail as follows. In the step of calculating the Euclidean distance d (A, B) between the user information A and the foreign statistical information B, the Euclidean distance d (A, B) =

, Where p is a parameter of user information, q is a parameter of foreign statistical information, and a and b can be set to a relative weight for each country.

The user's country can be inferred by the language used in the tourist information search, and can be more related when comparing the user information of the same country with the statistical information of the foreigner. Therefore, the weight can be applied to calculate Euclidean distance of user information and foreign statistical information. For example, when the user searches for tourist information in Chinese, the multilingual content input from the user terminal is Chinese, and the content server can deduce that the user is Chinese (S100). Assuming this case, if step S120 is to compare the user information with the foreign statistical information, if the nationality of the foreign statistical information is China, the weights a and b may be set to the same value (or the same ratio). For example, if the nationality of the user information is China and the nationality of the foreign statistical information is Japanese, then a: b = 2: 1 or a (b = 1: : b = 3: 1. In this case, when the Euclidean distance between the user information and the foreign statistical information becomes larger and the Euclidean distance exceeds a certain range, only the statistical information of the foreigner whose Euclidean distance is within a certain range is linked to the user information. If the distance is too far away, the foreign statistical information will not be linked to the corresponding user information.

As described above, the weight for each country is determined according to the language used for content search, and the larger the difference between a and b is, the larger the geographical distance between countries using the language is.

According to another embodiment of the present invention, the step of extracting the foreign statistical information of a certain number or less in the order of the short Euclidean distance may include a step of comparing the extracted foreign statistical information with the user information. That is, a certain number of statistical information can be grouped in order of Euclidean distance in short, instead of being within a certain range of Euclidean distance, and can be linked with user information. In this case, the number of foreign statistical information linked with the user information is fixed, but the distance of Euclidean statistical information of the foreigner linked with the user information is changed.

Still another embodiment of the present invention can define a more advanced form extraction method for extracting foreign statistical information according to Euclidean distance. For example, when the number of foreign statistical information whose Euclidean distance is within a certain range is less than or equal to a threshold value, the step of extracting foreign statistical information of a certain number or less in order of Euclidean distance may be further included. In this case, when the number of foreign statistical information related to the user information is small, a sufficient number of foreign statistical information can be extracted by slightly enlarging the Euclidean distance and compared with the user information.

In the present invention, the multilingual content input from the user terminal can be searched and processed through the above process to provide the multilingual tourism statistics location content to the user terminal again (S200). At this time, it is possible to extract the tourist statistics location contents optimized for the user step by step, using the user's location information and the user information inputted from the user as well as the multilingual contents inputted from the user terminal.

The learning method described through the embodiments of the present invention can also be implemented in the form of a recording medium including instructions executable by a computer such as a program module executed by a computer. Computer readable media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. In addition, the computer-readable medium may include both computer storage media and communication media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Communication media typically includes any information delivery media, including computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave, or other transport mechanism.

Further, the learning method according to an embodiment of the present invention may be implemented as a computer program (or a computer program product) including instructions executable by a computer. A computer program includes programmable machine instructions that are processed by a processor and can be implemented in a high-level programming language, an object-oriented programming language, an assembly language, or a machine language . The computer program may also be recorded on a computer readable recording medium of a type (e.g., memory, hard disk, magnetic / optical medium or solid-state drive).

Thus, a learning method according to an embodiment of the present invention can be implemented by a computer program as described above being executed by a computing device. The computing device may include a processor, a memory, a storage device, a high-speed interface connected to the memory and a high-speed expansion port, and a low-speed interface connected to the low-speed bus and the storage device. Each of these components is connected to each other using a variety of buses and can be mounted on a common motherboard or mounted in any other suitable manner.

Where the processor may process instructions within the computing device, such as to display graphical information to provide a graphical user interface (GUI) on an external input, output device, such as a display connected to a high speed interface And commands stored in memory or storage devices. As another example, multiple processors and / or multiple busses may be used with multiple memory and memory types as appropriate. The processor may also be implemented as a chipset comprised of chips comprising multiple independent analog and / or digital processors.

The memory also stores information within the computing device. In one example, the memory may comprise volatile memory units or a collection thereof. In another example, the memory may be comprised of non-volatile memory units or a collection thereof. The memory may also be another type of computer readable medium such as, for example, a magnetic or optical disk.

And the storage device can provide a large amount of storage space to the computing device. The storage device may be a computer readable medium or a configuration including such a medium and may include, for example, devices in a SAN (Storage Area Network) or other configurations, and may be a floppy disk device, a hard disk device, Or a tape device, flash memory, or other similar semiconductor memory device or device array.

It will be understood by those skilled in the art that the foregoing description of the present invention is for illustrative purposes only and that those of ordinary skill in the art can readily understand that various changes and modifications may be made without departing from the spirit or essential characteristics of the present invention. will be. It is therefore to be understood that the above-described embodiments are illustrative in all aspects and not restrictive. For example, each component described as a single entity may be distributed and implemented, and components described as being distributed may also be implemented in a combined form.

The scope of the present invention is defined by the appended claims rather than the detailed description and all changes or modifications derived from the meaning and scope of the claims and their equivalents are to be construed as being included within the scope of the present invention do.

Claims (10)

Generating multilingual tourism statistics location content,
Wherein the step of generating the multilingual tourism statistics location content comprises:
Searching the foreign statistical information matching with the multilingual contents inputted from the administrator terminal and generating statistical meta information for linking the multilingual contents and the foreign statistical information when matching the foreign statistical information exists;
Checking whether there is neighboring location information matching with the multilingual contents inputted by the foreign statistics server, and generating neighboring location information when the location information exists;
Linking the neighboring location information to the statistical meta information by the location information server;
Receiving a multi-lingual content search information input from a user terminal and user location information of the user terminal;
Comparing the user information inputted by the foreign statistics server with the foreign statistical information when the user information is inputted through the content server; And
And if the foreign statistical information having relevance exists, the foreign statistical server interlocks the foreign statistical information with the user information and generates statistically linked contents,
Comparing the user information with the foreign statistical information,
Calculating the Euclidean distance d (A, B) between the user information (A) and the foreign statistical information (B), wherein the Euclidean distance d (A, B) =

, Where p is the parameter of the user information, q is the parameter of the foreign statistical information, and a and b are the relative weight of the country;
Extracting statistical information of the foreigner whose Euclidean distance is within a certain range; And
And comparing the extracted foreign statistical information with user information,
The difference between a and b is set larger as the geographical distance between countries using the language is set to be larger depending on the language used in the content search. / RTI >
delete The method according to claim 1,
If the user location information received from the user terminal exists, searching for the neighboring location information from the location information server and providing the information to the user terminal;
Determining whether there is statistical linked content associated with the multilingual content search information in the content server if the user location information received from the user terminal does not exist; And
Providing statistically-linked content associated with multilingual content search information to a user terminal if the statistically linked content exists, and providing the searched content to a user terminal when the associated statistical linked content does not exist;
A method for providing foreign tourist location information contents using Big Data.
The method according to claim 1,
Further comprising the step of, when the number of foreign statistical information whose Euclidean distance is within a certain range is less than or equal to a threshold value, further extracting foreign statistical information of a certain number or less in order of increasing Euclidean distance,
A method for providing foreign tourist location information contents using Big Data.
delete delete delete Generating multilingual tourism statistics location content,
Wherein the step of generating the multilingual tourism statistics location content comprises:
Searching the foreign statistical information matching with the multilingual contents inputted from the administrator terminal and generating statistical meta information for linking the multilingual contents and the foreign statistical information when matching the foreign statistical information exists;
Checking whether there is neighboring location information matching with the multilingual contents inputted by the foreign statistics server, and generating neighboring location information when the location information exists;
Linking the neighboring location information to the statistical meta information by the location information server;
Receiving a multi-lingual content search information input from a user terminal and user location information of the user terminal;
Comparing the user information inputted by the foreign statistics server with the foreign statistical information when the user information is inputted through the content server; And
And if the foreign statistical information having relevance exists, the foreign statistical server interlocks the foreign statistical information with the user information and generates statistically linked contents,
Comparing the user information with the foreign statistical information,
Calculating the Euclidean distance d (A, B) between the user information (A) and the foreign statistical information (B), wherein the Euclidean distance d (A, B) =

, Where p is the parameter of the user information, q is the parameter of the foreign statistical information, and a and b are the relative weight of the country;
Extracting statistical information of foreigners having a predetermined number or less in the order of the short Euclidean distances; And
And comparing the extracted foreign statistical information with user information,
The difference between a and b is set larger as the geographical distance between countries using the language is set to be larger depending on the language used in the content search. / RTI > delete delete

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