KR101785196B1 - Personalized Tour Information System based on Big-data Technology - Google Patents

Abstract

The present invention relates to a system and method for providing a travel guide service, which comprises a traveler terminal connected to a travel guide application through a network communication network in accordance with an input of a user who is traveling or planning to travel, The user is allowed to access the travel guide application or a user who wants to join the travel guide application, stores and manages access information or travel information of the logged-in user, acquires the information acquired through the mobile communication network or the GPS Providing a web page including information related to the travel destination of the user to the traveler terminal based on the location information. When the travel information request of the specific area is accepted through the tourist terminal, the weather data generated by accumulating the weather information according to the region from the weather agency, Or local It is possible to provide reservation information based on weather information by date, region and place according to weather-related customized recommendation based on direct or indirect communication between foreigners currently traveling and foreign travel data accumulated by foreigners, And a travel information management server for selecting the recommendation based on the location information required by the traveler and providing the recommendation in real time.

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an intelligent tourism information system using Big Data,

According to the present invention, it is possible to provide reservation information based on weather information by date, region, and place due to big data established from weather-related information, and to recommend reservation items based on user preference analysis based on various location- (GPS) in order to positively improve existing forms of information that are limited in information level or fragmentary information, by acquiring information on the personalized tourism information system that can be provided in real time Based on the location information, the Big Data accumulated variously by the Korea Meteorological Administration and the local residents and residents living in the area, and customized recommendation and SNS inquiry by date, place, and other leisure , Culture, performances, seasonal festivals, restaurants, accommodations, sightseeing Relates to an Intelligent Tourist Information System Using Big Data to be configured to be provided by screening a variety of content and services covering shopping more accurate travel information meet the travelers' needs quickly and easily provide.

Recently, location-based service (LBS) has emerged as a new industrial field for the evolution of mobile communication terminals and the new wireless data service market.

The location - based service combines location information of a moving user with various other useful information in real time to provide various additional application services required by the user. Among the additional application services using the location-based service, there is a service method of providing travel information. The conventional service method of providing travel information is a method in which a consumer selects a travel schedule scheduled by a group of experts such as a travel agency, and provides only a travel schedule and a reservation for travel goods. In addition, it supports the establishment of the travel schedule on some travel information sites, but it only supports the preparation of the schedule through simple input and does not provide optimized travel itinerary.

Especially, as the number of travelers who desire to travel freely in order to break away from uniform travel of travel agencies has increased, uniform travel information provided by professional travel agencies is not satisfying travelers who desire free travel. Travelers who wish to travel freely may use the Internet and related books to obtain travel information, meet with experienced travelers who have already traveled to the destination, seek advice, or go on vacation.

It is common for people who have decided on the places they want to visit to collect information necessary for travel through various ways and plan accordingly.

However, in spite of collecting and planning information on his / her own desired destination, he / she often fails to experience the characteristics of the destination and fails to travel. In such a case, You can have a fuss about a trip that you can not leave, and you can lose money financially. This is due to the fact that there is no systematic service to realize travel know-how and travel information at the present time to other people who want to travel in the same place as themselves, or to those who have already visited the same travel destination.

As a result, those planning the trip need more concrete and practical help, but because they do not want to ask for help, they have to face the inefficiency of consuming their energy en masse, financially and temporally unnecessary. Moreover, existing travel information not only provides a piece of information about the travel destination of the destination, map, transportation, accommodation, etc., but also the information is not very realistic and leads to another damage. There should be a means for more realistic understanding of the specific weather for the travel course and the specific food, accommodation, and tourist attractions in the area.

Korean Registered Patent No. 10-1162986 (Published on July 09, 2012) Korean Patent Registration No. 10-1198814 (Published on November 12, 2012)

The present invention has been made in order to more positively solve the above problems, and it is an object of the present invention to provide reservation information based on weather information by date and place and to recommend a reservation product according to user preference analysis and furthermore, So that it is possible to provide relevant destination information accurately.

In addition, the data accumulated by the local or foreign residents are exposed to the real-time traveler's terminal, and these data are classified according to the items and rankings to provide better information to the traveler, Another challenge is to get personalized travel information by enabling communication with other travelers on the road.

In order to achieve the above object, the intelligent tourism information system utilizing the Big Data of the present invention is constructed as follows.

The personalized tourist information system includes a traveler terminal for logging in and accessing a travel guide application through a network communication network in accordance with an input of a user who is traveling or planning a trip and displaying a web page provided from the travel guide application, And accesses a user who is subscribing to or wants to subscribe to the travel guide application, stores and manages access information or travel information of the logged-in user, and transmits the mobile communication network or the GPS (Global Positioning System) And provides the web page including the user's travel destination information based on the acquired location information to the traveler terminal. When the request for the travel information of the specific area is accepted through the traveler terminal, the weather information for each region is accumulated from the weather agency Weather data, prefecture It is possible to provide reservation information based on weather information by date, region and place according to weather-related customized recommendation based on the direct or indirect communication between the acquaintances and the foreigners who are currently traveling, And a travel information management server that selects and provides reservation product recommendation based on analysis based on location information required by the traveler in real time.

In addition, the above travel information management server includes storing location-based travel information registered from a tourist terminal in a specific place of the route map information.

The travel information management server includes a connection authentication management server for determining whether to allow connection or update of the travel terminal to the travel guide application and generating and storing the user's access information; Route map information, and evaluation information are collected in real time, and related data is generated and stored. The classified data is classified into categories, and the desired analysis data is extracted by the search function according to the analysis model. , A tourism information management server for analyzing the weather information and the reservation goods according to the user preference analysis in real time and exposing them to travelers, a service support list for real-time provision of on-site guides or concierge services through foreigners living in the same language, And store it. A concierge management server for determining whether or not to accept the concierge request and managing related service data; and a concierge management server for recognizing a travel guide application subscriber of the same language right located on the basis of the traveler's location information and exposing related information to the traveler terminal, And an SNS management server for exchanging the mutual information in real time by the SNS and generating and storing the location and related information of the travel guide application subscribers of the same language right in real time.

In addition, the tourism information management server manages and stores weather information accumulated from the weather station to generate big data, and provides a weather information management server for providing the weather information of the region corresponding to the traveler's request to the user terminal based on the generated data ; And local residents' opinions, the opinions of the foreign residents residing in the local area are accumulated, data is collected, and the activity information of the number of visits, travel information, and preferences derived from the tag contact is digitized and reflected in the recommendation algorithm. And an NFC management server for sorting and ranking related information of a travel destination.

Here, the tourism information management server collects data provided from the weather information management server and the NFC management server, and then divides the data provided by the weather information management server and the NFC management server by weather, season, and climate to customize outdoor or indoor-oriented travel information.

Meanwhile, the concierge management server manages all of the concierge service management in cooperation with the concierge area network in communication with the resident foreigner, and when the concierge request is made through the tourist terminal, the concierge service And provision of on-site service.

The above travel terminal is connected to a travel information management server through a network communication network and is connected to a connection authentication management server. The tourism information terminal is interlocked with a tourism information management server based on a weather information management server and an NFC management server, And a concierge processing driver which is in communication with the concierge management server and communicates with the resident foreigner and the traveler due to the execution of the concierge request; And an SNS processing driver for requesting a real-time conversation or inducing a meeting through location recognition.

Here, the above-mentioned information-exposure driving unit includes 10 priority places for each category based on the data organized by the weather information management server and the NFC management server, and is provided by the tourism information management server and is classified into categories and exposed for each item.

In this case, the above-mentioned information exposure driving unit may include a lodging search engine for selecting the nearby accommodation facilities based on the location information through the tourist terminal to expose 10 priority places, A festival / performance / event search engine that selects 10 festivals / performances / events based on the location information and exposes 10 priority locations, and a nearby tourist attraction A shopping search engine for selecting 10 shopping malls based on the location information, a shopping search engine for selecting 10 shopping malls related to the shopping mall based on the location information and exposing 10 priority malls based on the location information, And a weather information search engine for exposing weather information.

According to the present invention configured as above, it is possible to recommend reservation items based on weather information by date or place and reservation items based on user preference analysis. For example, products recommended according to the weather are classified and exposed, Since exposures of products are automatic exposures due to customized information using weather data, it is possible to make foreign trips to Korea more convenient by using reliable information alone.

In addition, it not only serves as an online guide by the relevant big data collected by opinions of foreigners who have experienced or resided in the area directly, but also encourages the same language travelers to connect in real time by SNS. It is possible to implement customized information by selectively exposing only necessary information that is necessary according to the place and the time.

As a result, when there is a request from a foreigner who travels to Korea, it intelligently selects and provides various services related to the destination, so that various results are filtered and established through actual travelers or local residents such as price, interest, place, amenity, Thereby providing the best information or service that meets the needs of the traveler, thereby realizing a reliable service.

BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a block diagram schematically showing a personalized tourism information system utilizing big data according to a preferred embodiment of the present invention; FIG.
2 is a block diagram schematically illustrating an interlocking and implementation of a concierge management server and a concierge processing driver, which are essential parts of the present invention;
FIG. 3 is a block diagram schematically showing an interlocking and implementation of an SNS management server and an SNS processing driver, which are another essential part of the present invention. FIG.
4 is a block diagram that schematically illustrates an embodiment of an NFC management server that is another important aspect of the present invention;
FIGS. 5 to 8 are exemplary views illustrating a screen interface of a tourist terminal according to the present invention; FIG.
FIG. 9 is a flowchart schematically showing recommendation of recommendation goods according to big data and user preference analysis by weather information provided in the present invention; FIG.

BRIEF DESCRIPTION OF THE DRAWINGS The above and other features and advantages of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings, in which: FIG.

BRIEF DESCRIPTION OF THE DRAWINGS The advantages and features of the present invention, and how to accomplish them, will become apparent by reference to the embodiments described in detail below with reference to the accompanying drawings. However, it is to be understood that the present invention is not limited to the disclosed embodiments, but may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein. It is intended that the disclosure of the present invention be limited only by the terms of the appended claims. And, throughout the specification, like reference numerals refer to like elements.

According to the present invention, it is possible to provide reservation information based on weather information by date, region, and place due to big data established from weather-related information, and to recommend reservation items based on user preference analysis based on various location- To provide a personalized tourism information system that can provide real-time information.

Specifically, it is based on location information obtained by using mobile communication network or GPS (Global Positioning System) in order to positively improve the existing form of information which is limited by information level or fragmentary information, Big data accumulated variously by foreigners, and based on direct communication between foreigners who are currently traveling, it is possible to provide restaurants, accommodations, and restaurants with customized recommendations, SNS inquiry answers, and other leisure, culture, It is noted that the present invention relates to a personalized tourism information system utilizing Big Data, which is configured to provide travel information matching traveler's needs more accurately and quickly, by providing various contents and services including tourism attractions and shopping .

1 is a block diagram schematically illustrating a personalized tourism information system utilizing big data according to a preferred embodiment of the present invention.

As shown in FIG. 1, the personalized tourism information system presented in the present invention is determined by a travel information management server that is in communication with a tourist terminal and a tourist terminal.

In this regard, the above-mentioned personalized tourism information system is logically accessed by accessing the travel guide application through a network communication network in accordance with the input of a user who is traveling or planning to travel, and a traveler who displays a web page provided from the travel guide application A traveler terminal, and a traveler terminal, which are connected to each other through a network communication network to allow a user who is joining or desiring to join the travel guide application to store and manage access information or travel information of the logged-in user, Providing a web page including information related to the travel destination of the user to the traveler terminal based on the location information obtained by using the navigation device (GPS). When the travel information request of the specific area is accepted through the tourist terminal, From the Meteorological Agency Provides reservation information based on weather information by date, region, and place according to the meteorological data generated, weather data accumulated by locals or foreign residents living in the country, and customized recommendations based on direct or indirect communication between foreign visitors And a travel information management server that selects the reservation item recommendation based on the user preference analysis based on the location information required by the traveler and provides the selected reservation item in real time.

Here, the traveler's terminal (smart phone) is a user terminal to which a computer-assisted function such as internet communication and information search is added to the portable terminal, and can install an application (application program) desired by the user. And includes a personal information management function.

The traveler terminal according to the present invention integrates data communication functions such as schedule management, fax transmission / reception, and internet access to a mobile phone function, and can install, add or delete hundreds to hundreds of thousands of applications as desired. In addition, it is possible to directly access the Internet using a wireless communication network such as WiFi, 3G (or 4G), WiBro, and a wired communication network such as ADSL, VDSL, etc., And it is obvious that it can be connected in various ways.

In order to utilize the location information using the location-based service, such a tourist terminal can be classified into a GPS (Global Positioning System) based, a mobile communication network based, a WiFi wireless LAN / sensor network based location recognition technology, And can be constructed so as to utilize the combined position recognition technology. The location information providing system based on the mobile communication network may include a base station, a location recognition server, and a terminal (smart phone), and the location information providing system based on the available area .

For example, in order to solve the deterioration of reception ratio in indoor and building dense areas, which is a disadvantage of a GPS (Global Positioning System), it is possible to receive position information using a WiFi wireless LAN / sensor network based on a GPS (Global Positioning System) The location information providing system using the wireless LAN / sensor network base may include a short range wireless communication network and an electronic tag.

The above travel information management server includes storing the location-based travel information registered from the tourist terminal in a specific place of the route map information.

The travel information management server includes a connection authentication management server for determining whether to allow connection or update of the travel terminal to the travel guide application and generating and storing the user's access information; Route map information, and evaluation information are collected in real time, and related data is generated and stored. The classified data is classified into categories, and the desired analysis data is extracted by the search function according to the analysis model. , A tourism information management server for analyzing the weather information and the reservation goods according to the user preference analysis in real time and exposing them to travelers, a service support list for real-time provision of on-site guides or concierge services through foreigners living in the same language, And store it. A concierge management server for determining whether or not to accept the concierge request and managing related service data; and a concierge management server for recognizing a travel guide application subscriber of the same language right located on the basis of the traveler's location information and exposing related information to the traveler terminal, And an SNS management server for exchanging the mutual information in real time by the SNS and generating and storing the location and related information of the travel guide application subscribers of the same language right in real time.

FIG. 3 is a block diagram schematically showing an interworking and implementation of an SNS management server and an SNS processing driver, which are another essential part of the present invention. FIG. 4 schematically shows an embodiment of an NFC management server, Fig.

As shown in FIGS. 3 and 4, the tourism information management server manages and stores weather information accumulated from the weather station to generate big data, and based on the generated data, A weather information management server for providing the weather information; And local residents' opinions, the opinions of the foreign residents residing in the local area are accumulated, data is collected, and the activity information of the number of visits, travel information, and preferences derived from the tag contact is digitized and reflected in the recommendation algorithm. And an NFC management server for sorting and ranking related information of a travel destination.

Here, the tourism information management server collects the data provided from the weather information management server and the NFC management server, and divides the data provided by the weather information, the season, and the climate to customize the outdoor or indoor-oriented travel information. do.

For example, in the past, travel reservations that do not take into account the weather have been frequently made. However, in the present invention, customized information utilizing the weather data is automatically exposed. Therefore, Information can be recommended.

FIG. 2 is a block diagram schematically illustrating the interlocking and implementation of a concierge management server and a concierge processing driver, which are essential parts of the present invention.

As shown in FIG. 2, the concierge management server manages all the concierge service management in cooperation with the concierge area network in communication with the resident alien. When there is a concierge request through the tourist terminal, And concierge service provision or field service provision is executed by making them connect to each other.

The travel agent terminal proposed in the present invention includes a connection authentication unit connected to a travel information management server through a network communication network and connected to a connection authentication management server, a tourism information management server based on a weather information management server and an NFC management server, A concierge processing driver for communicating with the foreign resident and the traveler through the concierge request in association with the concierge management server; And an SNS processing driver for requesting real-time conversation with a foreigner of the local language or inducing a meeting through location recognition.

Here, the above-mentioned information exposure driving unit is provided with 10 priority places for each category based on data organized by the weather information management server and the NFC management server, do.

For example, the above-described information-exposure driving unit may include: a lodging search engine for selecting nearby accommodation facilities based on location information through a tourist terminal to expose 10 priority places; A festival / performance / event search engine that selects 10 festivals / performances / events based on the location information and exposes 10 priority locations, and a nearby tourist attraction A shopping search engine for selecting 10 shopping malls based on the location information, a shopping search engine for selecting 10 shopping malls related to the shopping mall based on the location information and exposing 10 priority malls based on the location information, And a weather information search engine for exposing weather information.

FIGS. 5 to 8 are schematic diagrams illustrating a screen interface of a tourist terminal shown in the present invention. FIG. 9 is a diagram illustrating recommendation of reservation data according to user preference analysis and big data by weather information provided in the present invention Fig. 3 is a flow chart schematically showing an embodiment. Fig.

As shown in FIGS. 5 to 9, the basic use environment is displayed on the map screen displaying the current location and surrounding places using the GPS, and a list of categories arranged in the terminal line on the right edge is displayed on the screen interface . At this time, if you touch the screen with your fingers to the left and right, you can see the 10 most visited accommodation, food, event, and shopping facilities. If you click on the related facility, you can easily find the location by camera mode or map mode.

In addition, the place where people using the same language are located is displayed in real time, which is created with a human icon like the one in the drawing, and can be directly chatted through a click or the location can be found on the map. In addition, the concierge service of the assistant using the manager app can be received, so that the tourist can receive the interpreter and guide helper service in real time as well as the local information can be easily obtained.

On the other hand, 10 recommended sites are provided in the same format as the drawings. At this time, real-time uploads with place names, web addresses, photos, etc. will provide more reliable and reliable information to travelers. And the preference of the travelers and the atmosphere of the place, and the ranking can be changed in real time by scoring the behavior, for example. In addition, when you take a picture, it is automatically stored with the location in the travel guide application and provides other information to other travelers.

4 is a block diagram schematically illustrating an embodiment of an NFC management server which is another essential part of the present invention.

Hereinafter, the embodiments will be described.

First, a tourist management service provided by tourists through the portable terminal when a tourist touches an NFC tag, a tag management unit that can manage an NFC tag installed at each location, information for collecting touch information of tourists when a tourist touches the NFC tag Collecting section.

The above information collecting unit collects the information that the tourists touch, and enables the touch data information per tag, day, hour, and visitor to be confirmed in real time.

A tag manager manages tag registration and information using a tag management unit. When a tourist touches an NFC tag installed in each place with an NFC portable terminal, the portable terminal of the tourist receives the service URL to provide related services, Is stored in the information collecting unit. At this time, the NFC tag information registered through the tag management unit can be repeatedly modified.

For example, when a mobile-based stamp tour service is planned, an NFC tag installed at each place can be implemented by touching with an NFC portable terminal possessed by a tourist to obtain a stamp. When a stamp obtained by a tourist touches a stamp, To a page providing information. Therefore, the tourist obtains the mobile stamp from his / her portable terminal and confirms the information of the visited booth.

The tag management unit may be configured with a tag issuance function and a content management function provided through a tag. The tag issuance function is a function of issuing a new tag. When a tag is issued, a unique URL is generated, Lt; / RTI > In addition, it is preferable to manage the tag once issued and to easily modify the content.

According to the present invention configured as above, it is possible to recommend reservation items based on weather information by date or place and reservation items based on user preference analysis. For example, products recommended according to the weather are classified and exposed, Since exposures of products are automatic exposures due to customized information using weather data, it is possible to make foreign trips to Korea more convenient by using reliable information alone.

In addition, it not only serves as an online guide by the relevant big data collected by opinions of foreigners who have experienced or resided in the area directly, but also encourages the same language travelers to connect in real time by SNS. It is possible to implement customized information by selectively exposing only necessary information that is necessary according to the place and the time.

As a result, when there is a request from a foreigner who travels to Korea, it intelligently selects and provides various services related to the destination, so that various results are filtered and established through actual travelers or local residents such as price, interest, place, amenity, Thereby providing the best information or service that meets the needs of the traveler, thereby realizing a reliable service.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed embodiments, but, on the contrary, Should be clarified. Therefore, it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.

Claims (8)

delete delete delete delete delete A traveler terminal connected to the travel guide application through a network communication network in accordance with an input of a user who is traveling or planning to travel and displaying a web page provided from a travel guide application, And allows the user who is joining or wants to join the travel guide application to access, stores and manages the access information or travel information of the logged-in user, and acquires the location information obtained by using the mobile communication network or the GPS And provides weather information, which is generated by accumulating weather information of each region, from a weather agency when a request for travel information of a specific region is accepted through a tourist terminal, a local person or a local resident To a foreigner It is possible to provide reservation information based on weather information by date, region, and place according to weather recommendation based on direct or indirect communication between foreigner who is currently traveling, and recommendation of reservation product according to user preference analysis And a travel information management server that selects the tourist information based on the location information required by the traveler and provides the selected information in real time,
The above travel information management server includes a function of matching the location information based on the location information registered in the route map information with a specific location of the route map information, The evaluation information on the travel destination is received from a local person, a foreigner living in the country, or a foreigner traveling on the spot, and collects travel information, route map information and evaluation information in real time A tourism information management server for generating and storing related data, classifying the data according to categories, extracting desired analysis data by a search function according to an analysis model, real-time analysis of weather forecast information, , Foreign students in the same language, resident foreigners A concierge management server for generating and storing a service support list for real-time provision of a service or a concierge service, determining whether to accept a concierge request through the user terminal and managing related service data, The travel guide application subscribers located in the vicinity are identified, and the related information is exposed to the tourist terminal by exchanging the mutual information between the travelers in real time by the SNS, and the location and related information of the travel guide application subscribers of the same language right are generated and stored in real time An SNS management server,
The weather information management server for managing and storing the weather information accumulated from the weather information office to generate big data and providing weather information of the area corresponding to the tourist demand to the user terminal based on the generated data; And local residents' opinions, the opinions of the foreign residents residing in the local area are accumulated, data is collected, and the activity information of the number of visits, travel information, and preferences derived from the tag contact is digitized and reflected in the recommendation algorithm. And an NFC management server for sorting and ranking related information of the travel destination,
The concierge management server manages all of the concierge service management in cooperation with the concierge area network in communication with the resident foreigner. When there is a concierge request through the tourist terminal, the concierge management server provides the concierge service by connecting the selected foreigner in real- Site service provision is implemented,
The travel agent terminal is connected to the travel information management server through a network communication network and connected to the connection authentication management server. The travel information terminal is interlocked with a weather information management server and a tourist information management server based on the weather information management server and the NFC management server, And a concierge processing driver for communicating with the foreign resident and the traveler through the concierge request in association with the concierge management server, And an SNS processing driver for requesting a conversation or inducing a meeting through location recognition.
The method according to claim 6,
The above-mentioned information-exposure driving unit is provided with 10 items of priorities per category based on the data organized by the weather information management server and the NFC management server, and is provided by the tourism information management server, Intelligent Tourism Information System.
8. The method according to claim 6 or 7,
The above information exposure driving unit includes a lodging search engine that selects 10 nearby places based on the location information through the tourist terminal, and selects 10 nearby restaurants based on the location information A festival / performance / event search engine which selects 10 festivals / performances / events based on the location information and exposes the priorities 10, and a nearby tourist attraction based on the location information A shopping search engine that selectively displays 10 priority points, a shopping search engine that selects 10 shopping sites related to the shopping information based on the location information, and exposes 10 priority points based on the location information, An intelligent tourism information system utilizing Big Data including a weather information search engine that exposes information.

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