KR101910191B1 - Integrated Search Service Providing System - Google Patents

Abstract

The present invention relates to an integrated search service providing system which can be optimized in a search keyword of a user and can provide latest information. The integrated search service providing system includes: a data collection module for collecting a search object or collecting an attached file; an index processing module for performing document filtering, language processing and data index processing; a search processing module for processing a search result by processing a query word and an operator in a search word and then searching for data corresponding to the search word among index-processed data; an additional service providing module for providing an additional service; and an in-memory search module for storing extracted data on a memory of the user, processing the search result in preference to the search processing module and providing the search result to the user if a search for the stored data is requested from the user. Accordingly, the present invention can provide a convenient search environment.

Description

[0001] Integrated Search Service Providing System [

The present invention relates to an integrated search service providing system, and more particularly, to an integrated search service providing system that is optimized for a search keyword of a user and can provide the latest information.

Generally, in order to obtain information desired from among a large number of web sites and web documents existing on the Internet, a user accesses a portal site providing a search service through a terminal, and then inputs a search word into a search window provided in the portal site So that the search is performed.

At this time, the search service of the portal site retrieves web sites and web documents including a search word input by a user through a predetermined search engine, and transmits the result to the user's terminal, .

Among the conventional search engines, for example, a search engine such as Yahoo searches index sites and web documents to build a database, and distributes information on the Internet to user's subjects such as society, culture, art, sports, According to the search, according to the subject classification already set, the topic is compressed gradually so that the final data can be accessed.

When a search word is input from a user, a search service system that provides a search service has a search result corresponding to a search word (e.g., a website including the search word, an article including a search word, Images, etc.) to the user.

Of the digital content produced in 2015, atypical information accounts for 90% of the total, and the proportion of the digital content information to be used is 48% of all information in the world. In 2016, unstructured information The data warehouses that do not satisfy the new information growth rate and complexity including the processing of the information are 75%, and the proportion of companies that can not provide the necessary information for maintaining productivity is 86% Currently, companies are not effectively using unstructured information, which is increasing explosively.

As a result, we are driving innovation through the power of information by developing innovative business models, creating better products and services, improving customer experience, and sustaining competitive advantage. It is necessary to achieve efficient business improvement.

Korean Patent Publication No. 10-2017-0108718 Korean Patent No. 10-1835854

One aspect of the present invention provides an integrated search service providing system capable of supporting various environments and file types, providing a configuration free from the system, customized results considering individual characteristics, various search function, and convenience of management of the system do.

The technical problem of the present invention is not limited to the technical problems mentioned above, and other technical problems which are not mentioned can be understood by those skilled in the art from the following description.

The integrated search service providing system according to an embodiment of the present invention includes a data collection module for collecting search objects from a database on the web using a data collector or collecting attached files; An index processing module for performing document filtering, language processing, and data indexing processing on data collected by the data collection module using a Korean morphological analyzer; A search process which is driven by a search interface based on a standard Xml and which processes a query term that is requested to be searched by a user and a query term and an operator, module; An additional service providing module for providing an additional service including a spell check, an automatic completion of a search word, a search word recommendation, a recent search word provision, a popular search word provision, a personalization function, and an object extraction function; And a title, a creator, and a product name of the data collected by the data collection module are extracted and stored in the memory of the user. When there is a search request for the stored data from the user, And provides the in-memory search module to the user.

In one embodiment, SOAP or OPEN API is supported to support standard XML, which is a basic interface for creating an open system, output of index information input / output by XML, search result, and XPath operation for searching XML structure And executes the Get / Post query command to communicate with the search engine. The search result according to the requested query combination and command is provided in XML format. The application program unit provides the XML result to the user level search screen Wherein the integrated search service providing system provides the integrated search service providing system with the integrated search service providing system in which the user who is logged in to the integrated search service can access the integrated search service based on the location information collected by the GPS module of the computing device, Extracts country information by time of day, extracts five countries in order of the number of access points, If a search query is input within five seconds and a search request is not received within five seconds, a search result in the national language in which the connection time is the largest is provided, and within one minute from a point in time when the search result in the highest- If there is no selection for the search result, the search result is provided in the second largest number of national languages at the point of connection, and the search result is provided from the user within 50 seconds from the point at which the connection point provides the search result in the second- The selection of the search result from the user within 40 seconds from the point in time when the search result in the third largest number of national languages is provided, If there is no connection, the search results will be in the fourth largest national language, If the search result is not selected by the user within 40 seconds from the time when the search result in the fourth largest number of national languages is provided at the connection time point, And an automatic language translation search module for providing a country selection tab if there is no selection of the search result from the user within 30 seconds from the time when the search result of the fifth largest country language is provided.

In one embodiment, when the search word input from the user includes an instruction for instructing a deep search, 'major category', 'middle category', and 'minor category' included in the imperative search word are read, The search is performed in correspondence with the specified 'current'. If the 'major category' is not specified by the user and the imputed search word whose only attribute is specified is input, the searchable site corresponding to the 'major category' The search result of the site is collectively output to the user or the searchable site corresponding to the 'major category' is firstly outputted to request the user to select the site to be searched, Processing module.

According to an aspect of the present invention, an Open Source-based search engine can provide a convenient search environment by providing a fast index and search function, various server environment support, a standardized Xml-based search interface, and various search function have.

1 is a diagram illustrating a schematic configuration of an integrated search service providing system according to an embodiment of the present invention.
Figs. 2 and 3 are diagrams illustrating the index processing module in Fig. 1. Fig.
4 and 5 are views showing a schematic configuration of a system for providing an integrated search service according to another embodiment of the present invention.

The following detailed description of the invention refers to the accompanying drawings, which illustrate, by way of illustration, specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. It should be understood that the various embodiments of the present invention are different, but need not be mutually exclusive. For example, certain features, structures, and characteristics described herein may be implemented in other embodiments without departing from the spirit and scope of the invention in connection with an embodiment. It is also to be understood that the position or arrangement of the individual components within each disclosed embodiment may be varied without departing from the spirit and scope of the invention. The following detailed description is, therefore, not to be taken in a limiting sense, and the scope of the present invention is to be limited only by the appended claims, along with the full scope of equivalents to which such claims are entitled, if properly explained. In the drawings, like reference numerals refer to the same or similar functions throughout the several views.

Hereinafter, preferred embodiments of the present invention will be described in more detail with reference to the drawings.

Reduction of daily work by changing work patterns due to automation (for example, sorting objects in a warehouse, material processing based on bank receipt work or design drawings) and increasing creative work (for example, To gather information from a variety of sources, such as negotiating a new product launch strategy, or establishing a business strategy through market research).

Also, even in the case of the work environment based on the information utilization, the work environment changes from the conventional daily work pattern to the creative work pattern, and from the physical space to the virtual space.

In the above-mentioned work environment, the most important thing as the first step of efficient information utilization for improving the business ability is called search.

1 is a diagram illustrating a schematic configuration of an integrated search service providing system according to an embodiment of the present invention.

Referring to FIG. 1, the integrated search service providing system 10 includes a data collection module 100, an index processing module 200, a search processing module 300, and an additional service providing module 400.

The data collection module 100 collects search objects from a database on the web using a data collector (for example, JBulker, etc.), or collects attached files.

The index processing module 200 analyzes the data collected by the data collection module 100 using a Korean morphological analyzer (including a morpheme, a structure of various linguistic attributes such as a root, a prefix / suffix, and a part-of-speech) To perform document filtering, language processing, and data indexing processing.

Referring to FIG. 2, the index processing module 200 may include: 1) Fetching (shareware for uploading and downloading files by FTP on the Internet) 2) Extracting 3) Concat 4) Transfer and 5) Indexing can be performed in the process of indexing the character string.

Here, extracting extracts data through document filtering and morphological analysis, and Concatenate can process the extracted data into data including metadata, ACLs, and textual content, thereby reducing the capacity by 10 to 20%.

Referring to FIG. 3, the indexing speed by the indexing module 200 includes a time for collecting the target data from the raw data (DB, etc.) (including a process of filtering the collected document) And the time required for indexing by the engine.

The time for collecting the object data is determined dynamically according to the speed of the original data system and the network, and the time for index processing of the collected object data is determined by extracting the index word using the accurate and quick morpheme analyzer of the index processing module 200 of the present invention .

In addition, the index processing module 200 can support filters of various document files such as MS-Office files, Hangeul Hangul, and PDF.

The search processing module 300 is operated by a search interface based on a standard Xml and processes a query term that is requested to be searched by a user as a query word and an operator and then processes data corresponding to a query word among the index processed data in the index processing module 200 And processes the search results.

In one embodiment, the search processing module 300 provides various query terms and operators as illustrated in Table 1.

The additional service providing module 400 provides an additional service including a spelling check, a search term automatic completion, a search term recommendation, a recent search term provision, a popular search term provision, a personalization function, and an entity extraction function.

As a first function that can be provided by the additional service providing module 400, the spelling check extracts target words of the omission correction from the search log / document, extracts the word to be corrected by the search target document, And the optimal correction word can be proposed by summing the weight values extracted from the document by the query weights for each word and automatically reflected in the correction error information set by the batch operation, User management can be provided by the operator management function.

As a second function that can be provided by the supplementary service providing module 400, the recent search term / popular search term providing function is a function for providing a variety of search terms and recent document functions utilizing log information, Additional functions can be provided.

Accordingly, the logged-in user can check or re-browse his / her previous search history information such as his / her search history or browsed information, analyzes the search words searched by other users, and provides a change status of the search word and popular search terms , The query statistic method using the basic query log of the engine and the two methods of counting the search words to be recorded in the application can be provided.

As a third function that can be provided by the supplementary service providing module 400, the keyword auto-completion function analyzes the meaning of the keyword entered by the user, provides the user with information that the user has not known yet, Can be output and provided in an auto complete form.

In order to implement the function, a 'semantic analysis technique' can be used, which can apply semantic analysis techniques or recommend the unrecognized association information by analyzing the relationship between a search word and a document in various angles.

In addition, it is possible to present a list of autocompletion words in order of the alphabetical order of importance, to generate autocomplete data based on the core concept of the document, to output keyword weightings based on document statistics such as relevance and accuracy, Or 'automatic completion type providing technique' which can provide a function of providing a definition function or a function of automatic completion of a Korean character sub-title when inputting a user key, a function of displaying more end words, a function of turning off the function, and correction of English characters.

As a fourth function that can be provided by the additional service providing module 400, the personalizing agent / mailing function returns an individual interest list learned based on a document registered by the user and a keyword of interest, The user can perform mail transmission and notification of user registration / interest information at the time of indexing.

In order to realize this, when the user registers the interest keyword or document in the system and learns, the search engine learns the registered individual interest information as an individual item named 'Agent' to execute the differentiated community function , Recommendation information is returned according to 'Agent' registered for each individual, and recommendation information similar to the interest information registered for each individual is newly transmitted through e-mail.

The integrated search service providing system 10 having the above-described configuration may further include an in-memory search module 500.

The in-memory search module 500 extracts a title, an author, and a product name of the collected data from the data collection module 100, stores the extracted title, the creator, and the product name on the memory of the in-memory search module 500. If there is a search request for the stored data from the user The search processing module 300 preferentially processes the search result and provides it to the user.

Accordingly, the in-memory search module 500 has a function of not only indexing and searching in memory in a simple index structure for data requiring quick search, but also real-time index addition and deletion functions and quick search for file-based index / Speed can be provided.

The integrated search service providing system 10 having the above-described configuration supports standard XML, which is a basic interface for creating an open system such as SOAP and OPEN APIs, and provides index information input / output and search result output function by XML , And can also provide XPath operations for searching XML structures.

In addition, it executes Get / Post query command for easy communication with the search engine, provides search result according to the requested query combination and command in XML format, and displays the XML result at the application program level as a search screen at the user level Can be substituted to provide the result.

As a result, in the processing of XML search results, it is possible to provide scalability and flexibility that can be handled without need of a search engine expert in issues such as reorganization of search screen design and interworking between systems.

The integrated search service providing system 10 having the above-described configuration may include a random access protection module 600.

The RAN firmware block module 600 performs the following functions to protect the backed up information (for example, user information, query word information, or various information stored in the database) from a malicious program, particularly, Ransomware or the like.

In one embodiment, the Raman-webware blocking module 600 abnormally lowers the number of clocks of the CPU of the PC (for example, 1 to 3% of the normal clock, etc.) when intrusion of the Raman- By reducing the speed abnormally, it is possible to reduce the speed of installing and checking the firmware.

At this time, it is preferable that the resources of the PC for the synchronization program are independently secured in advance, and when the intrusion of the Raman software is detected, the synchronization is preferably performed separately from the other resources so that the synchronization can be performed without hindrance of the decrease in the number of clocks.

In one embodiment, the Raman-webware blocking module 600 performs synchronization in accordance with a predetermined synchronization sequence from the user, uploads the customer information with a small capacity to the cloud in order to efficiently protect customer information from Rangumware, Compressed customer information for all customer information can be generated and uploaded at once in order to collectively upload all customer information specified by the user.

At this time, the RAN webware blocking module 600 determines the order of uploading to the cloud based on the capacity of the customer information, whether it is customer information designated by the user, and the number of times the user confirms the customer information.

The method of determining the first upload order is as follows.

If the search history of a specific customer is relatively larger than those of other customers, it is obvious that the cumulative data according to the search behavior is large, and the capacity of the customer information of the customer is large. The customer information includes all information related to the customer such as a customer's search history, a customer's name, and an address.

The RAN webware blocking module 600 can classify all customer information into ten groups by size, wherein the number of customer information included in each group is the same as the value obtained by dividing the number of all customer information by the number of groups.

For example, if all the customer information is 1000, since the number of groups is 10, each group includes 100 pieces of customer information, and the group of the customer information is divided into 10 groups in ascending order of capacity.

Specifically, a group to which customer information having the smallest capacity is included is defined as group 1, a group to which customer information having the smallest capacity is included is defined as group 2, The group to which the information belongs is defined as group 3, the group to which the customer information having the smallest capacity size belongs is defined as group 4, the group to which the customer information having the smallest capacity size belongs is defined as group 5 , A group to which the customer information having the smallest capacity size is included is defined as group 6, a group to which the customer information having the smallest capacity size belongs is defined as group 7, The group to which the information belongs is defined as group 8, the group to which the customer information having the smallest capacity size belongs is defined as group 9, The group with the smallest customer information is defined as group 10.

10 points for group 1, 9 points for group 2, 8 points for group 3, 7 points for group 4, 5 points for group 6, 4 points for group 7, 3 points for group 8, In Group 9, one point is assigned to the two-point group 10.

This is to give a higher score to small capacity customer information in order to protect as much customer information as possible in a short time.

The method of determining the second upload order is as follows.

On the other hand, the RAN firmware block module 600 assigns 5 points to the customer information designated by the user and 0 points to the customer information that is not designated to the user.

In order to allow the user to upload important customer information quickly, a higher score is given to the customer information designated by the user, thereby providing a higher security service to the customer information of the VIP customer.

Therefore, since it takes a long time to upload all the customer information stored in the server to the cloud service, it is difficult to efficiently protect the customer information from the Ransomware. Therefore, It is desirable to select and specify.

The third method of determining the upload order is as follows.

The RAN webware blocking module 600 classifies into 10 groups based on the number of times the customer information is confirmed within one month from the time when the intrusion of the RAN webware is detected.

The fact that the user confirms the customer information implies that the customer has intentionally accessed the specific customer information and confirmed the contents contained in the customer information. Although it is not specially designated, the confirmation of the specific customer information for various reasons needs to be managed This is because it implies that it is customer information.

The number of customer information included in each group is the same as the number of all customer information divided by the number of groups. That is, if all the customer information is 1000, since the number of groups is 10, each group includes 100 pieces of customer information. In this case, the random access protection module 600 classifies the groups into ten groups in ascending order of the number of times of confirmation.

For example, the group with the highest number of confirmed customer information is defined as group 1, the group with the second highest number of confirmed customer information is defined as group 2, and the number of confirmed times is the third largest Define the group to which the customer information belongs as group 3, define the group to which the customer information with the fourth highest number of confirmed times belongs as group 4, define the group to which the customer information having the fifth highest number of confirmed times belongs to group 5 The group to which the customer information with the sixth highest number of confirmed times belongs is defined as group 6, the group to which the customer information with the seventh largest number of confirmed times belongs is defined as the group 7, and the confirmed number is the eighth The group to which the customer information belongs is defined as the group 8, the group to which the customer information having the number of confirmed times is the ninth largest is defined as the group 9, It defines the group as a group of 10.

At this time, it is obvious that the groups 1 to 10 classified according to the confirmed number are different from the groups classified according to the size of the capacity in the first determination method.

10 points for group 1, 9 points for group 2, 8 points for group 3, 7 points for group 4, 6 points for group 5, and 5 points for group 6 for groups 1 to 10 classified according to the confirmed number of times 4 points for group 7, 3 points for group 8, and 1 point for two points group 10 in group 9.

Even if the user does not designate it, it is assumed that the number of times of confirmation is large is the customer information required by the user, and a larger score is given to the customer information having a large number of times of confirmation.

As described above, the Raman-software interception module 600 can upload to the cloud in descending order of the score given according to the capacity of the customer information, whether it is the customer information designated by the user, and the number of times the user confirms the customer information.

Further, the Raman-Webware blocking module 600 determines the order of uploading to the cloud, taking into consideration whether the customer information is the first acquisition date and the superior customer information.

The first additional order determination method of the RAN webware blocking module 600 classifies all customer information into four groups according to the initial acquisition date. In this case, the number of customer information included in each group corresponds to the number of all customer information It is the same value divided by the number of groups.

In other words, if all the customer information is 1000, the number of groups is 4, so 250 pieces of customer information are included in each group. Here, the customer information is a customer information of a specific customer, The customer information is classified into four groups in the order of the first acquisition date.

The RAN webware blocking module 600 defines a group to which the customer information with the earliest acquisition date belongs as group 1, a group to which the customer information with the second earliest acquisition date belongs is defined as group 2, Defines the group to which the third-party customer information belongs to as group 3, and the group to which the customer information whose earliest acquisition date is late belongs to as group 4 is defined. 10 points for group 1, 9 points for group 2, 8 points for group 3, and 7 points for group 4.

At this time, it is apparent that the groups 1 to 4 classified according to the initial acquisition date are different from the above-mentioned groups.

The more recently acquired customer information is the information of the new customer, the higher the score of the customer information with the earliest acquisition date is given.

The second additional order determination method of the RAN webware blocking module 600 is to determine whether the customer information is good customer information, to give 5 points if the customer information is excellent customer, and to add 0 if the customer information is free customer information Thus, in the case where the excellent customer information is damaged, a higher score is given to the excellent customer information as much as the customer has to pay the fee again.

Whether the customer information is good or not is determined according to whether the payment cost of the customer using the search service is higher than the standard value. If the monthly payment exceeds the predetermined amount (for example, over one million won) Respectively.

In consideration of the above-described upload order setting method, the Raman-webware blocking module 600 determines whether or not the capacity of the customer information, whether it is customer information designated by the user, the number of times the user confirmed the customer information, Add up all the points awarded and upload them to the cloud in descending order of score.

In addition to the above-described method of protecting information from the Rangemouse according to the upload order setting method, the Raman software interception module 600 backs up data of the PC, that is, customer information periodically (for example, day or every other day) Storage and so on. When the intrusion of the Raman software is detected, the performance of the PC is adjusted as described above, and the speed of the installation and the verification of the Raman software is decreased. Then, all data of the PC is deleted at once, Rollback (roll back (returning the existing data when the current data is invalid or lost) to the state of the pre-intrusion of the Raman software by using the backed-up data after the completion of the process.

More specifically, the RAN firmware block module 600 uploads the customer information stored in the PC to the periodic cloud, and determines whether or not the capacity of the customer information, whether the customer information is designated by the user, the number of times the user confirms the customer information, Priority is uploaded to the cloud in the order of the lowest number of points awarded, depending on whether it is the first acquisition date and the best customer information.

After the Ransomware has been infected, it can be uploaded to the cloud in the order of high score to protect customer information. Therefore, before Ransomware enters, Can be efficiently protected.

The integrated search service providing system 10 having the above-described configuration can execute or produce various software based on an operating system (OS), i.e., a system. The operating system is a system program for allowing software to use the hardware of a device. The operating system includes a mobile computer operating system such as Android OS, iOS, Windows Mobile OS, Sea OS, Symbian OS, Blackberry OS, MAC, AIX, and HP-UX.

The integrated search service providing system 10 as described above may be implemented in an application or may be implemented in the form of program instructions that can be executed through various computer components and recorded in a computer-readable recording medium. The computer-readable recording medium may include program commands, data files, data structures, and the like, alone or in combination.

The program instructions recorded on the computer-readable recording medium may be ones that are specially designed and configured for the present invention and are known and available to those skilled in the art of computer software.

Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape, optical recording media such as CDROMs and DVDs, magneto-optical media such as floptical disks, , And hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like.

Examples of program instructions include machine language code such as those generated by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware device may be configured to operate as one or more software modules for performing the processing according to the present invention, and vice versa.

4 is a diagram illustrating a schematic configuration of an integrated search service providing system according to another embodiment of the present invention.

4, the integrated search service providing system 20 includes a data collection module 100, an index processing module 200, a search processing module 300, an additional service providing module 400 and a deep search processing module 700). Here, the data collection module 100, the index processing module 200, the search processing module 300, and the supplementary service provision module 400 are the same as those of FIG. 1, and a description thereof will be omitted.

5), the in-depth search processing module 700 determines whether the inputted search term is a simple search word that does not include an instruction for instructing a deep search or an instruction for instructing a deep search If the read query is a simple search term (No in S120 in FIG. 5), the search query module 300 searches the web for the search term in the same manner as described above with reference to FIG. (S130 in FIG. 5) and provides it to the user (S140 in FIG. 5).

5), the in-depth search processing module 700 determines whether or not the " major category ", " middle category ", " (S 160 in FIG. 5), 'middle classification' (S 170 in FIG. 5), and 'partial classification' (step S 160 in FIG. 5) when the user specifies 'large classification', 'middle classification' And " small classification " (S180 in FIG. 5).

In this case, 'major category' refers to the property of each site on the web. For example, each category such as photograph, movement, travel, or restaurant has the largest Category. ≪ / RTI >

For example, if the attribute is a photograph, 'SLRCLUB', 'popcornet', other photo cafes or photo blogs, which contain a lot of photograph related information, may correspond to 'major category'.

 'Sub-category' refers to each free bulletin board, question bulletin board, forum, or bulletin board that constitute the site corresponding to 'major category', and the user or the crawler is notified on the site map that constitutes the site. Refers to a list of accessible pages of a website when using the website.

A "small category" refers to a search term that a user wants to search for in the site.

In more detail, if a user inputs a search term such as "Search dogs on a photo bulletin board on a photo site," the "photo site" will be a "major category," a "photo bulletin board" The "puppy" will become a "small category".

Whether the inputted search term is a simple search term or an imperative search term is read through the type of a word located at the end of the search term.

In the case of the above example, a command "search" is placed at the end, and the in-depth search processing module 700 determines whether the command is an imperative search word through the command.

This type of word reading may be performed by the morpheme analyzer of the index processing module 200 described above.

Next, when the user inputs a search word " Search dogs on a photo bulletin board on a photo site ", the in-depth search processing module 700 specifies only the attributes without specifying the site in the & Will search all searchable sites that may correspond to "photo sites", and will search for "dogs" in "photo bulletin boards" of each site searched.

At this time, the user may designate another page (for example, "forum "," marketplace "or" bulletin board "

If the specific site "SLRCLUB" having the photo attribute from the user is specified as "major category", such as "retrieve the dog from the photo bulletin board of the SLRCLUB" from the user, the in-depth search processing module 700 sets " Quot; SLRCLUB "instead of searching all searchable sites corresponding to the " photo site ", it is possible to complete the search much faster than when the " .

In one embodiment, when the 'major category' is not specified by the user and an imperative search term in which only the attribute is specified is input, the in-depth search processing module 700 searches the searchable site corresponding to 'major category' Instead of collectively outputting the search results retrieved from the user, a searchable site corresponding to the 'major classification' is firstly output to request the user to select a site to be searched, Time and resources can be reduced.

However, the in-depth search processing module 700 first reads whether the imperative search word itself including the command is a word for which a search is requested, and then, if there is no search result for the command word (Yes in S150 in FIG. 5) ) As described above, by performing the search process of the imperative search word, the search is more performed in accordance with the user's search request.

Although not shown in FIGS. 1 to 5, the integrated search service providing system according to the present invention further includes an automatic language translation search module. The integrated search service providing system extracts country information by time of access to the integrated search service based on the location information collected by the GPS module of the computing device connected to the integrated search service by the user logged into the integrated search service, Extracting five countries in ascending order of time, providing a search result in a national language having the highest access time when a search word is input from the user and there is no search request within five seconds,

If the search result is not selected from the user within one minute from the time of providing the search result in the country language in which the connection time is the largest, the connection point provides search results in the second largest number of national languages,

If the search result is not selected from the user within 50 seconds from the time when the connection time is provided in the second largest number of national languages, the connection time point provides search results in the third largest number of national languages,

If the search result is not selected from the user within 40 seconds from the time when the search result in the third largest number of national languages is provided, the connection point provides search results in the fourth largest number of national languages,

If the search result is not selected from the user within 40 seconds from the time when the connection time is provided in the fourth largest number of national languages,

And an automatic language conversion search module for providing a country selection tab when there is no selection of the search result from the user within 30 seconds from the time when the connection time is the fifth largest in the national language.

A computing device used by a user has a built-in GPS module and provides a location according to a point of time when a user accesses the integrated search service as an integrated search service providing system. Accordingly, the automatic language translation search module can extract the country information by the time of access to the integrated search service based on the location information collected by the GPS module of the computing device connected to the integrated search service by the logged-in user . If the user accesses the integrated search service 10 times in the United States, 9 times in China, 5 times in Japan, 3 times in Vietnam, and 2 times in France, the automatic language translation search module We extract five countries: USA, China, Japan, Vietnam, France.

The input of a search word from the user means that the search word is entered in the search window. The search request is input to the search word, and an additional request signal such as enter and confirm is input. According to the related art, no matter how much time elapses while the user inputs only the search word, no result is provided.

However, according to the present invention, if a search word is input from the user and there is no search request within five seconds, a search result in the national language having the largest access time is provided. The above-described example will be described in the following, which provides search results in English, which is the national language having the highest connection time.

If there is no selection of the search result from the user within one minute from the time of providing the search result in the country language in which the connection time is the largest, the connection point provides search results in the second largest number of national languages. The user will not select a search result unless the desired search result is displayed. In this case, when the preset time is 1 minute, the search result is provided in Chinese, which is the second most frequently used language. In the same way, the connection point provides search results in the third, fourth and fifth country languages. At this time, it is possible to determine the number of visits of the user in the country based on the country at the time of connection, and since the country having a smaller number of visits by the user can be regarded as a relatively less interested country than the country with a large number of visits, The reference time to be set becomes shorter. And, if there is no selection of the search result from the user within 30 seconds from the time when the fifth search result of the national language is provided, the country selection tab is provided so that the user can provide the search result in the desired national language .

In the case of the existing search service or knowledge response service provided by the portal, the user may be provided with a comprehensive search result by the search engine collectively or the search engine itself such as "intellectual" of the domestic portal site "Naver" I was forced to rely on an answer from the individual who is using the service.

However, the integrated search service providing system 20 having the above-described configuration is capable of searching for a search page in a search attribute, a search site, and a search site to be searched by a user, It is possible to provide a user-customized search service which has not been provided by the existing search engine or knowledge response service.

It will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit or scope of the present invention as defined by the following claims. You will understand.

100: Data Acquisition Module
200: Index processing module
300: Search processing module
400: Additional service provision module
500: In-Memory Search Module
600: Ransomware blocking module
700: Deep search processing module

Claims (2)

A data collection module for collecting search objects or collecting attached files from a database on the web using a data collector;
An index processing module for performing document filtering and data indexing processing on data collected by the data collection module using a Korean morphological analyzer;
A search processing module driven by a search interface based on a standard Xml and processing an operator of a search word requested by a user and then processing data corresponding to a search term among the data processed by the index processing module and processing a search result;
An additional service providing module for providing an additional service including a spell check, an automatic completion of a search word, a search word recommendation, a recent search word provision, a popular search word provision, a personalization function, and an object extraction function; And
The title, the creator, and the product name of the collected data in the data collection module are extracted and stored in the memory of the user. If there is a request for retrieving the stored data from the user, the search result is preferentially processed And providing an in-memory search module to the user,
The user extracts the country information for each connection time point in the integrated search service based on the location information collected by the GPS module of the computing device connected to the integrated search service by the user logged into the integrated search service, If a search word is input from the user and there is no search request within 5 seconds, a search result in a country language having the highest connection point is provided,
If the search result is not selected from the user within one minute from the time of providing the search result in the country language in which the connection time is the largest, the connection point provides search results in the second largest number of national languages,
If the search result is not selected from the user within 50 seconds from the time when the connection time is provided in the second largest number of national languages, the connection time point provides search results in the third largest number of national languages,
If the search result is not selected from the user within 40 seconds from the time when the search result in the third largest number of national languages is provided, the connection point provides search results in the fourth largest number of national languages,
If the search result is not selected from the user within 40 seconds from the time when the connection time is provided in the fourth largest number of national languages,
Further comprising an automatic language translation search module for providing a country selection tab if there is no selection of the search result from the user within 30 seconds from the time when the connection time is provided in the fifth largest number of national languages.
Integrated search service delivery system.


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