CN102902711A - Method and device for generating and applying pragmatic keyword conventional template - Google Patents
Method and device for generating and applying pragmatic keyword conventional template Download PDFInfo
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Abstract
The invention discloses a method and device for generating and applying a pragmatic keyword conventional template, which are used for improving the accuracy of search information. According to the method, through counting pragmatic keyword application frequencies relevant to any semantic keyword, the pragmatic keyword conventional template capable of being suitable for issuing and searching of various kinds of information is generated, and through combined issuing and searching of a semantic keyword and a pragmatic keyword, the issuing and searching efficiency of internet information is radically improved.
Description
Technical field
The present invention relates to computing machine and the communications field, particularly relate to method and the device of generation, application pragmatic keyword masterplate.
Background technology
At present, keyword search is the basic skills of internet information search in full, and still, in fact keyword has two kinds of diverse application functions in full.For example, when the user inputs " live time of NBA Basketball Match " in full text keyword retrieval input field, a kind of demand is to want to retrieve all information relevant with " live time of NBA Basketball Match ", and at this moment, " time " word is one of semantic key words that discloses the target information theme.Another kind of demand then is only to want to retrieve the live concrete time of NBA Basketball Match, and such as " the NBA Basketball Match is live: 9-30-20:30 ", at this moment, " time " word then is the pragmatic keyword of indication " 9-30-20:30 " function and effectiveness.Obviously, the user inputs these two kinds of different application functional requirements of same search key, and target information pointed has huge difference.Therefore, difference semantic key words and pragmatic keyword in keyword search have important value to the precision that improves keyword retrieval.
Problem is, although pragmatic keyword and semantic key words are both the fundamental of organizational information, if but do not have pragmatic Keyword Tag navigation masterplate, information publisher tends to ignore the pragmatic keyword is provided, perhaps do not know provide what pragmatic keyword, perhaps the publisher is inconsistent with the pragmatic keyword that retrieval side provides.Consequently, the non-target information of keyword retrieval probably sorts front in result for retrieval, and the target information ordering is rear.For example, sort according to the key word hit rate, the information such as " the live time of NBA Basketball Match too late ", " have no time and see that the NBA match is live " can sort front, the target information " the NBA Basketball Match is live: 9-30-20:30 " that retrieval user really needs then owing to not having " time " word in releasing news, can only sort rear.
More crucial problem is, even the issue user provides the pragmatic key word, present full text keyword search service in fact also can't be differentiated, its semantic function of wanting on earth when search subscriber is inputted same key word, or pragmatic function? therefore, present full text key search is actually a kind of fuzzy search of not distinguishing key word semantic function and pragmatic function.Also therefore, no matter add how many complementary technological means, also can't improve the in full efficient of key search at all.
Meanwhile, in order to improve the efficient of information search, up to ten thousand kinds of different structured message issues, retrieval masterplate (as: the structured message issues such as shopping, ticket booking, retrieval masterplate) are provided on the internet, and the user issues under the structuring label to guide, retrieving information.But each type of structured masterplate does not all have versatility, therefore, when improving Information Retrieval Efficiency, has greatly increased user's use difficulty yet.
In brief, present key word information searching method still is in to be looked into essence and then can not look into entirely, looks in the predicament that entirely then can not look into essence.
But through our statistics and research, the pragmatic keyword in the internet information has following two ten laws: input any key word, the frequency applications pragmatic keyword of its relevant information is in the 10X10 scope.
For example, input any search key (as: NBA, National Development and Reform Committee, smart mobile phone, cloud computing, Han Han, American-European large stretch of ...), the general and common classification of its relevant information comprises news, bulletin, knowledge, forum, product, service, human communication, Dian Bo download, Bo Ke microblogging, Big Yellow Page.And the common language of all kinds of news comprises with keyword: title, behavioral agent, behavior, time, place, background, summary ...; All kinds of human communications (no matter be marriage-seeking, make friends, recruitment, application ...) the pragmatic keyword include: title, contacts purpose, sex, age, occupation ....
According to above-mentioned two ten laws, the invention provides generation, application process and the device of the general masterplate of a kind of pragmatic keyword, be used for realizing the difference retrieval of semantic key words and pragmatic keyword, to improve internet information issue, recall precision at all.
Summary of the invention
Generation, application process and the device of the general masterplate of a kind of pragmatic keyword are used for realizing the difference retrieval of semantic key words and pragmatic keyword, to improve internet information issue, recall precision at all.
The generation method of the general masterplate of a kind of pragmatic keyword, its main process step is as follows:
The method of employing random sampling obtains the result for retrieval of any keyword;
The applying frequency of all kinds of pragmatic keywords in the statistics result for retrieval;
Call high frequency pragmatic keyword and generate the general masterplate of pragmatic keyword;
A kind of method of adding up the applying frequency of all kinds of pragmatic keywords in the result for retrieval is characterized in that, may further comprise the steps:
The applying frequency of the structure label in statistical framework data, the semi structured data;
The applying frequency of the regular collocation that punctuation mark colon and keyword form in the statistics non-structure information;
Nest relation and the applying frequency of statistics pragmatic keyword;
Pragmatic keyword applying frequency under the classification of the different issue of statistics main body;
Add up the associated application frequency of different semantic key words and pragmatic keyword;
Statistics in pragmatic keyword masterplate by the pragmatic keyword frequency of utilization of user's spread.
A kind of method of calling the general masterplate of high frequency pragmatic keyword generation pragmatic keyword, its step comprises:
When main body when classification that does not obtain user selection, generate or call and do not distinguish the general masterplate of the pragmatic keyword main body that releases news, that comprise nested pragmatic keyword;
When obtaining the main body classification of user selection, generation or call area divide issue the general masterplate of pragmatic keyword information agent, that comprise nested pragmatic keyword;
When obtaining the semantic key words of user's input, according to the associated application frequency of this semantic key words and pragmatic keyword, generate or call the common language keyword masterplate under the different semantic key words input results;
A kind of method that adopts pragmatic keyword masterplate to release news, its step comprises:
Acquisition semantic key words from release news;
Generate or call and comprise that nested pragmatic key words is with the general masterplate of keyword;
Obtain the pragmatic keyword that the user clicks;
This pragmatic keyword adding language is inserted in any file after with the keyword indications, perhaps,
In input information frame corresponding to this pragmatic keyword, obtain semantic key words;
A kind of method that adopts pragmatic keyword masterplate retrieving information, its step comprises:
Call the general masterplate of retrieval pragmatic keyword;
The retrieval that obtains user's input is with semantic key words and the pragmatic keyword selected in pragmatic keyword masterplate;
Semantic key words and pragmatic keyword in releasing news with the pragmatic keyword coupling of the semantic key words of user input and selection;
Call and show that semantic key words and this pragmatic keyword correspondence that the match is successful release news.
The general masterplate of a kind of pragmatic keyword generates and application apparatus, comprising:
Statistical module is used for statistics pragmatic keyword types of applications frequency;
Memory module is used for storage and contains the general masterplate of pragmatic keyword under the general masterplate of pragmatic keyword of nested pragmatic keyword and different subjects selection result, the different keyword input results;
Interface module is used for the user and calls common language keyword masterplate, and issues, retrieves relevant information under the navigation of pragmatic keyword masterplate.
The objective of the invention is, by adding up the pragmatic keyword applying frequency of any keyword, generate a general masterplate of pragmatic keyword that goes for various information issue, retrieval, issue, retrieve by semantic key words and the crucial contamination of pragmatic, improve issue, the recall precision of internet information at all.
Description of drawings
Fig. 1 main method process flow diagram of Chinese idiom with keyword general masterplate of making a living
Fig. 2 is the general masterplate schematic diagram of pragmatic keyword
Fig. 3 is the general masterplate schematic diagram of different information agent pragmatic keywords;
Fig. 4 is nested pragmatic keyword masterplate schematic diagram
Fig. 5 A is the pragmatic keyword masterplate schematic diagram 1 under the different semantic key words input results
Fig. 5 B is the pragmatic keyword masterplate schematic diagram 2 under the different semantic key words input results
Fig. 6 is the main method process flow diagram of pragmatic keyword and corresponding informance issue
Fig. 7 is for being semantic key words structuring input frame schematic diagram
Fig. 8 is the operating result schematic diagram that adding language is used keyword in info web
Fig. 9 is can be by the pragmatic keyword issue mould plate schematic diagram of the free adding language of user with keyword
Figure 10 is the main method flow process process flow diagram of pragmatic keyword and corresponding informance retrieval
Figure 11 is semantic key words and pragmatic keyword combination retrieval masterplate schematic diagram
Figure 12 is result for retrieval display interface schematic diagram
Figure 13 is the relevant apparatus structural representation
Embodiment
The present invention is by the pragmatic keyword applying frequency of any keyword of statistics, generate a general masterplate of pragmatic keyword that goes for various information issue, retrieval, issue, retrieve by semantic key words and the crucial contamination of pragmatic, improve issue, the recall precision of internet information at all.
" semantic key words " in the present embodiment refers to the keyword of indicating target message subject.And semantic key words can be word, portmanteau word, sentence, text fragment.
" pragmatic keyword " in the present embodiment refers to indicate the keyword of function and the effectiveness of semantic key words relevant information." pragmatic keyword " in the present embodiment both comprised the structure label of structural data, also comprise the regular collocation pragmatic keyword in the unstructured information, as, the regular collocation pragmatic keyword " description of product: " that any pragmatic keyword and punctuation mark ": " are combined to form.
" the general masterplate of pragmatic keyword " in the present embodiment, refer to any keyword of random input in full text keyword retrieval and structured message retrieval hurdle, obtain the result for retrieval linked web pages, statistics pragmatic keyword frequency of utilization in info web, from statistics, extract high frequency pragmatic keyword, the pragmatic keyword masterplate (referring to Fig. 2) that goes for any keyword and relevant information issue, retrieves that shows with the classification ensemble method.
In Fig. 2, top line is the semantic keywords input field, and the 2nd row is that the third line is pragmatic keyword classification result for the issue of user selection, the classification of retrieving information main body, below each row be pragmatic keyword under the classification.Symbol " () " in pragmatic keyword apposition is the relevant information input field signal with this pragmatic keyword; " other " in the pragmatic keyword under " other " in the pragmatic keyword classification and the classification refers to freely to insert the pragmatic keyword label of content.
" main body that releases news classification " in Fig. 3 refers to publisher's main body attributive classification.For example, the main body attribute of the Chinese Central Television (CCTV) is " news media ", and the main body attribute of State Council is " mechanism ", and the main body attribute of China Mobile is " enterprise " ....
In Fig. 4, the pragmatic keywords such as pragmatic keyword " product composition ", " product type ", " product application process " are the nested pragmatic keywords of lower floor of pragmatic keyword " description of product ".
Pragmatic keyword in Fig. 5 A, Fig. 5 B is the common-use words keyword that calls according to the semantic key words that the user inputs.
Such as Fig. 5 A, when the semantic key words of input is " recruitment " in the input frame under pragmatic keyword " contacts purpose " label under " human communication " classification in obtaining pragmatic keyword masterplate, call relevant frequency applications pragmatic keyword " salary remuneration "; When the semantic key words of input is " marriage-seeking " in the input frame under " contacts purpose " label in " human communication " class in obtaining pragmatic keyword masterplate, then call relevant frequency applications pragmatic keyword " living conditions ".
Referring to Fig. 1, Fig. 2, generate the main method flow process of the general masterplate of pragmatic keyword in the present embodiment, its step comprises:
Step 101: the method for employing random sampling obtains the result for retrieval of any keyword; Concrete, in the searching key word input frame of any keyword search service platform, input at random any keyword (as: NBA, National Development and Reform Committee, smart mobile phone, cloud computing, Han Han, American-European large stretch of ...), the pragmatic keyword in acquisition full text keyword search and the structured message Search Results;
Step 102: the applying frequency of all kinds of pragmatic keywords in the statistics result for retrieval; Concrete,
The applying frequency of the structure label in statistical framework data, the semi structured data;
The applying frequency of the regular collocation that punctuation mark colon and keyword form in the statistics non-structure information;
Nest relation and the applying frequency of statistics pragmatic keyword;
Pragmatic keyword applying frequency under the classification of the different issue of statistics main body;
Add up the associated application frequency of different semantic key words and pragmatic keyword;
Statistics in pragmatic keyword masterplate by the pragmatic keyword frequency of utilization of user's spread.
Statistics in pragmatic keyword masterplate by the pragmatic keyword frequency of utilization (such as Fig. 9) of user's spread;
Word in the overstriking black surround among Fig. 9 is pragmatic keyword classification and the pragmatic keyword that the user freely adds.
Step 103: call high frequency pragmatic keyword and generate the general masterplate of pragmatic keyword; Concrete,
Referring to Fig. 2, when main body when classification that does not obtain user selection, generate or call and do not distinguish the general masterplate of the pragmatic keyword main body that releases news, that comprise nested pragmatic keyword;
Referring to Fig. 3, when obtaining the main body classification of user selection, according to the pragmatic keyword applying frequency statistics under the classification of difference issue main body, extract relevant high frequency pragmatic keyword, generation or call area divide issue the general masterplate of pragmatic keyword information agent, that comprise nested pragmatic keyword;
For example, in the pragmatic keyword masterplate of " mechanism " class, call the product class pragmatic keyword that does not comprise low applying frequency in the masterplate.
Referring to Fig. 4, according to nest relation and the applying frequency statistics of pragmatic keyword, extraction can be nested in lower floor's high frequency pragmatic keyword of upper strata pragmatic keyword, generates the nested masterplate of lower floor of the general masterplate of pragmatic keyword;
For example, in the pragmatic keyword " description of product " under " product " classification, lower floor's pragmatic keywords such as nested " product composition, product types ";
Referring to Fig. 5, according to the associated application frequency statistics result of different semantic key words and pragmatic keyword, extract relevant high frequency pragmatic keyword, generate the common language keyword masterplate under the different semantic key words input results;
For example, when the pragmatic keyword that obtains in the semantic key words input field of the pragmatic keyword under the pragmatic keyword classification " human communication " " contacts purpose " was " recruitment ", the high frequency pragmatic keyword under " human communication " of extraction classification comprised " wages treatment "; When the pragmatic keyword that obtains in the semantic key words input field of the pragmatic keyword under the pragmatic keyword classification " human communication " " contacts purpose " is " friend-making ", the relevant high frequency pragmatic keyword that extracts does not comprise " wages treatment ", but " whether married ".
A kind of method that adopts pragmatic keyword masterplate to release news, its step comprises:
Referring to Fig. 6, Fig. 7, Fig. 8,
Step 601: acquisition semantic key words from release news; Concrete, such as Fig. 7, shown in Figure 8, obtain semantic key words from the semantic key words input frame or from the automatic word segmentation result of various information;
Fig. 7 is for being used for the semantic key words structuring input frame of input semantic key words
Step 602: generate or call and comprise that nested pragmatic key words is with the general masterplate of keyword; Concrete,
When main body when classification that does not obtain user selection, generate or call and do not distinguish the general masterplate of the pragmatic keyword main body that releases news, that comprise nested pragmatic keyword;
When obtaining the main body classification of user selection, generation or call area divide issue the general masterplate of pragmatic keyword information agent, that comprise nested pragmatic keyword;
When obtaining the semantic key words of user's input, according to the associated application frequency of this semantic key words and pragmatic keyword, generate or call the common language keyword masterplate under the different semantic key words input results;
Step 603: obtain the pragmatic keyword that the user clicks;
Step 604: after this pragmatic keyword adding language usefulness keyword indications, be inserted in any file, perhaps,
In input information frame corresponding to this pragmatic keyword, obtain semantic key words;
Fig. 8 is step 604 is added with the pragmatic keyword of special indications in text result schematic diagram.Parenthesized word wherein is this pragmatic keyword, and bracket " () " is adding language keyword indications.
A kind of application process that adopts pragmatic keyword masterplate retrieving information, its step comprises:
Referring to Figure 10, Figure 11,
Step 1001: the main body classification selection result according to the user, obtain the main body classification of searching object, call the general masterplate of corresponding pragmatic keyword; Concrete, the pragmatic keyword classification in this template, pragmatic keyword, invocation step and release news identical.
Step 1002: the retrieval that obtains user's input is with semantic key words and the pragmatic keyword selected in pragmatic keyword masterplate; Concrete, in the input frame of retrieval semantic key words, obtain the retrieval semantic key words that the user inputs;
The keyword input frame that independently provides namely is provided " input frame of retrieval semantic key words " in the present embodiment, also comprises the semantic key words input frame under the different pragmatic keyword label.
For example, the keyword input frame of the input frame at top for independently providing among Figure 11, the keyword input frame " () " under the following pragmatic keyword are the semantic key words input frame under the different pragmatic keyword label.
Step 1003: semantic key words and pragmatic keyword in releasing news with the pragmatic keyword coupling of the semantic key words of user input and selection; And can mate again the pragmatic keyword after the match is successful at semantic key words.
For example, when the search key that obtains comprises that " the NBA Basketball Match is live " in the semantic key words input frame and the selection result on the pragmatic keyword masterplate are when " time ", mate first semantic key words " the NBA Basketball Match is live ", after the match is successful in " the NBA Basketball Match is live " releasing news, mate again pragmatic keyword " time ".
Step 1004: call and show that semantic key words and this pragmatic keyword correspondence that the match is successful release news.Concrete, if also the match is successful for the pragmatic keyword, then both can be invoked at semantic key words and corresponding the releasing news of pragmatic keyword inputted in the general masterplate of pragmatic keyword, also can call and show that semantic key words, pragmatic keyword and the correspondence in text or other form data released news.
In step 1004, during with the semantic key words of user input, namely comprise the keyword word segmentation result in any file of coupling, also comprise the semantic key words word segmentation result under the pragmatic keyword
In step 1004, when releasing news the pragmatic keyword of middle coupling in releasing news with the pragmatic keyword of user selection coupling, both comprised coupling pragmatic keyword structure label, also comprise the regular collocation pragmatic keyword in the coupling unstructured information.
In step 1004, when the retrieval user pragmatic keyword that obtains in step 1003 is pragmatic keyword classification label, the whole piece that then calls under this classification releases news.
For example, shown in Figure 11 the third line, when the pragmatic keyword label that obtains is " news ", then call the corresponding informance of all pragmatic keywords under the news category.
For example, as shown in figure 12, call and show corresponding the releasing news of this pragmatic keyword, both can be such as " result for retrieval 1,2 " among Figure 12, also can be such as " result for retrieval 3 " among Figure 12.
Referring to Figure 13, a kind of generation, application apparatus of pragmatic keyword masterplate comprise:
Statistical module is used for statistics pragmatic keyword types of applications frequency;
Memory module is used for storage and contains the general masterplate of pragmatic keyword under the general masterplate of pragmatic keyword of nested pragmatic keyword and different subjects selection result, the different keyword input results;
Interface module is used for the user and calls common language keyword masterplate, and issues, retrieves relevant information under the navigation of pragmatic keyword masterplate.
From above-described embodiment, can find out, the present invention by statistics and the applying frequency of all kinds of pragmatic keywords that arbitrarily semantic key words is relevant, the main body that releases news classification, pragmatic keyword nest relation and different semantic key words input results under the applying frequency of pragmatic keyword, a general masterplate of pragmatic keyword that goes for the various information issue, retrieves is provided.Compare with the structuring masterplate that varies is provided, can under alap user's operation easier, realize efficient issue, the recall precision of magnanimity information.
Simultaneously, the pragmatic keyword in the general masterplate of this pragmatic keyword namely can add in the file that releases news, and also can directly directly issue relevant information under the navigation of pragmatic keyword masterplate.Therefore, can satisfy simultaneously the combined retrieval demand of each type of structured data and unstructured data.
The 3rd, carry out the combined retrieval of semantic key words and pragmatic keyword by this pragmatic keyword template, the keyword of inputting in the time of can clear and definite distinctive information retrieval is semantic key words or pragmatic keyword, thereby improves the recall precision of magnanimity information at all.
At last, the data of issue can be used as the general core data of internet information under the navigation of pragmatic keyword template, by freely linking all kinds of cloud storage files (text, picture, video, audio frequency, structural data), solve the key bottleneck of internet site information cloud stores service, realize the extensive popularization and application of internet information cloud stores service.
Those skilled in the art should understand, embodiments of the invention can be provided as method, system or computer program.Therefore, the present invention can adopt complete hardware implementation example, complete implement software example or in conjunction with the form of the embodiment of software and hardware aspect.And the present invention can adopt the form of the computer program of implementing in one or more computer-usable storage medium (including but not limited to magnetic disk memory and optical memory etc.) that wherein include computer usable program code.
The present invention is that reference is described according to process flow diagram and/or the block scheme of method, equipment (system) and the computer program of the embodiment of the invention.Should understand can be by the flow process in each flow process in computer program instructions realization flow figure and/or the block scheme and/or square frame and process flow diagram and/or the block scheme and/or the combination of square frame.Can provide these computer program instructions to the processor of multi-purpose computer, special purpose computer, Embedded Processor or other programmable data processing device producing a machine, so that the instruction of carrying out by the processor of computing machine or other programmable data processing device produces the device that is used for realizing in the function of flow process of process flow diagram or a plurality of flow process and/or square frame of block scheme or a plurality of square frame appointments.
These computer program instructions also can be stored in energy vectoring computer or the computer-readable memory of other programmable data processing device with ad hoc fashion work, so that the instruction that is stored in this computer-readable memory produces the manufacture that comprises command device, this command device is realized the function of appointment in flow process of process flow diagram or a plurality of flow process and/or square frame of block scheme or a plurality of square frame.
These computer program instructions also can be loaded on computing machine or other programmable data processing device, so that carry out the sequence of operations step producing computer implemented processing at computing machine or other programmable devices, thereby be provided for realizing the step of the function of appointment in flow process of process flow diagram or a plurality of flow process and/or square frame of block scheme or a plurality of square frame in the instruction that computing machine or other programmable devices are carried out.
Obviously, those skilled in the art can carry out various changes and modification to the present invention and not break away from the spirit and scope of the present invention.Like this, if of the present invention these are revised and modification belongs within the scope of claim of the present invention and equivalent technologies thereof, then the present invention also is intended to comprise these changes and modification interior.
Claims (10)
1. generation, application process and the device of the general masterplate of pragmatic keyword is characterized in that,
The applying frequency of all kinds of pragmatic keywords among the statistical web page information retrieval result;
Call high frequency pragmatic keyword and generate the general masterplate of pragmatic keyword;
Adopt the general masterplate of pragmatic keyword to release news;
Adopt the general masterplate retrieving information of pragmatic keyword;
2. the applying frequency of all kinds of pragmatic keywords in the statistics result for retrieval as claimed in claim 1
Method is characterized in that, may further comprise the steps:
The applying frequency of the structure label in statistical framework data, the semi structured data;
The applying frequency of the regular collocation that punctuation mark colon and keyword form in the statistics non-structure information;
Nest relation and the applying frequency of statistics pragmatic keyword;
Pragmatic keyword applying frequency under the classification of the different issue of statistics main body;
Add up the associated application frequency of different semantic key words and pragmatic keyword;
Statistics in pragmatic keyword masterplate by the pragmatic keyword frequency of utilization of user's spread.
3. the method for calling the general masterplate of high frequency pragmatic keyword generation pragmatic keyword as claimed in claim 1 is characterized in that, may further comprise the steps:
When main body when classification that does not obtain user selection, generate or call and do not distinguish the general masterplate of the pragmatic keyword main body that releases news, that comprise nested pragmatic keyword;
When obtaining the main body classification of user selection, generation or call area divide issue the general masterplate of pragmatic keyword information agent, that comprise nested pragmatic keyword;
When obtaining semantic key words, according to the associated application frequency of this semantic key words and pragmatic keyword, generate or call the common language keyword masterplate under the different semantic key words input results;
4. a kind of method that adopts the general masterplate of pragmatic keyword to release news as claimed in claim 1,
It is characterized in that, may further comprise the steps:
Acquisition semantic key words from release news;
Call the general masterplate of pragmatic keyword;
Obtain the pragmatic keyword that the user clicks;
This pragmatic keyword is added that pragmatic keyword indications adds in any file, perhaps,
In input information frame corresponding to this pragmatic keyword, obtain semantic key words;
5. a kind of method that adopts the general masterplate retrieving information of pragmatic keyword as claimed in claim 1 is characterized in that, may further comprise the steps:
Call the general masterplate of retrieval pragmatic keyword;
Obtain retrieval semantic key words and pragmatic keyword;
Semantic key words and pragmatic keyword in releasing news with the pragmatic keyword coupling of the semantic key words of user input and selection;
Call and show that semantic key words and this pragmatic keyword correspondence that the match is successful release news.
6. a kind of information retrieval method that adopts the general masterplate of pragmatic keyword as claimed in claim 5, it is characterized in that, in releasing news with the semantic key words coupling of user input semantic key words, namely comprise the keyword word segmentation result in any file of coupling, also comprise the semantic key words word segmentation result under the coupling pragmatic keyword.
7. a kind of information retrieval method that adopts the general masterplate of pragmatic keyword as claimed in claim 5, it is characterized in that, pragmatic keyword in releasing news with the pragmatic keyword of user selection coupling, both comprise coupling pragmatic keyword structure label, also comprised the pragmatic keyword in the coupling unstructured information.
8. a kind of information retrieval method that adopts the general masterplate of pragmatic keyword as claimed in claim 5 is characterized in that, mates the pragmatic keyword at semantic key words after the match is successful again.
9. a kind of information retrieval method that adopts the general masterplate of pragmatic keyword as claimed in claim 5 is characterized in that, when the retrieval pragmatic keyword that obtains is pragmatic keyword classification label, the whole piece that then calls under this classification releases news.
10. the device of the generation and methods for using them of pragmatic keyword navigation masterplate as claimed in claim 1 is characterized in that, comprises statistical module, memory module, interface module; Wherein:
Statistical module is used for statistics pragmatic keyword types of applications frequency;
Memory module is used for storage and contains the general masterplate of pragmatic keyword under the general masterplate of pragmatic keyword of nested pragmatic keyword and different subjects selection result, the different keyword input results;
Interface module is used for the user and calls common language keyword masterplate, and issues, retrieves relevant information under the navigation of pragmatic keyword masterplate.
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| CN104090988A (en) * | 2014-07-30 | 2014-10-08 | 刘莎 | Structured accurate searching method universal for Internet information |
| CN105653154A (en) * | 2015-12-23 | 2016-06-08 | 广州三星通信技术研究有限公司 | Method and device for setting tags to resources in terminal |
| CN105653154B (en) * | 2015-12-23 | 2020-02-28 | 广州三星通信技术研究有限公司 | Method and equipment for setting label for resource in terminal |
| WO2018098751A1 (en) * | 2016-11-30 | 2018-06-07 | Microsoft Technology Licensing, Llc | Providing recommended contents |
| US11494450B2 (en) | 2016-11-30 | 2022-11-08 | Microsoft Technology Licensing, Llc | Providing recommended contents |
| CN108683714A (en) * | 2018-04-25 | 2018-10-19 | 北京市电话工程有限公司 | A kind of method of cell information publication |
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