CN104077392A - Method and device for searching suggestion prompting - Google Patents
Method and device for searching suggestion prompting Download PDFInfo
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- CN104077392A CN104077392A CN201410307526.4A CN201410307526A CN104077392A CN 104077392 A CN104077392 A CN 104077392A CN 201410307526 A CN201410307526 A CN 201410307526A CN 104077392 A CN104077392 A CN 104077392A
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Abstract
An embodiment of the invention discloses a method and device for searching suggestion prompting. The device comprises the steps of obtaining a current searching mode of current input by a user; and determining searching suggestion prompts of the current searching mode according to the current searching mode and user's historical searching modes and performing display. According to the technical scheme, the method and device for searching suggestion prompting can shorten the user's step size in search and improve user's searching efficiency.
Description
Technical field
The embodiment of the present invention relates to search engine optimization technical field, relates in particular to a kind of search suggestion reminding method and device.
Background technology
The developing rapidly of internet make Internet user can be on this platform of internet save data, exchange of information and shared knowledge easily.Present stage, the daily required most information of user, can utilize internet to obtain.When the information resources of the magnanimity that in internet, scale goes from strength to strength provide abundant information to support for user, also for user, brought the puzzlement of Information Selection aspect.Therefore, as Internet user's main information gopher, the problem that search engine faces is at present not the problem of quantity of information deficiency, but spreading unchecked of information resources user cannot be found fast, accurately really meet the problem of information of oneself needs.
In order to improve user's search efficiency, search engine is conventionally pointed out and is helped user to find desirable search key by the search suggestion of search box in the process of user's inputted search formula, so that user's search is guided and to be helped.
In prior art, when user searches for by search engine, during different user input same search character string, in search box shown search suggestion prompting indifference, so specific aim is not strong, makes user's search efficiency not high.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of search suggestion reminding method and device, to avoid user's step-size in search excessive, and the problem that efficiency is not high.
First aspect, the embodiment of the present invention provides a kind of search suggestion reminding method, comprising:
Obtain the current search formula of the current input of user;
According to described current search formula and described user's historical search formula, determine that the search suggestion of current search formula points out and show.
Second aspect, the embodiment of the present invention also provides a kind of search suggestion suggestion device, comprises current search formula acquiring unit and search suggestion unit:
Described current search formula acquiring unit, for obtaining the current search formula of the current input of user;
Described search suggestion unit, for determining that according to described current search formula and described user's historical search formula the search suggestion of current search formula points out and show.
The search suggestion of determining current search formula by search type and the historical search formula of the current input of user is pointed out and shows, to shorten user's step-size in search, improves user search efficiency.
Accompanying drawing explanation
In order to be illustrated more clearly in the technical scheme in the embodiment of the present invention, below the accompanying drawing of required use during the embodiment of the present invention is described is briefly described, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skills, do not paying under the prerequisite of creative work, can also obtain according to the content of the embodiment of the present invention and these accompanying drawings other accompanying drawing.
Fig. 1 is the search suggestion reminding method process flow diagram described in the embodiment of the present invention one;
Fig. 2 is the result schematic diagram that the search suggestion reminding method described in the embodiment of the present invention one is searched for for the first time;
Fig. 3 is the result schematic diagram of the search suggestion reminding method subsequent searches described in the embodiment of the present invention one;
Fig. 4 is the search suggestion reminding method process flow diagram described in the embodiment of the present invention two;
Fig. 5 is the structured flowchart of the search suggestion suggestion device described in the embodiment of the present invention three.
Embodiment
For the technical scheme of technical matters that the present invention is solved, employing and the technique effect that reaches clearer, below in conjunction with accompanying drawing, the technical scheme of the embodiment of the present invention is described in further detail, obviously, described embodiment is only the present invention's part embodiment, rather than whole embodiment.Embodiment based in the present invention, those skilled in the art, not making the every other embodiment obtaining under creative work prerequisite, belong to the scope of protection of the invention.
Below in conjunction with accompanying drawing and by embodiment, further illustrate technical scheme of the present invention.
Embodiment mono-
Fig. 1 is the search suggestion reminding method process flow diagram that the embodiment of the present invention one provides, the present embodiment is the search suggestion prompting scheme based on historical search (also i.e. formerly search), applicable to search engine when receiving the searching request of user input, for search box provides the search situation that suggestion is pointed out, the method can be carried out by the search suggestion suggestion device being configured in search engine, this search engine also can be described as front-end server, coordinates and realizes search service with browser or client.As shown in Figure 1, the suggestion of the search described in the present embodiment reminding method comprises:
S101, obtain the current search formula of the current input of user.
Search type refers to the query word string in the search box of user's inputted search engine, and search engine detects the query word string in search box, gets new search type, and the up-to-date retrieval type obtaining is considered as to current search formula.
It should be noted that, unless search engine receives enter key that user clicks inquire button, keypad, chooses the operational orders such as a search suggestion prompting, when the input that search engine can not identify query word string finishes, therefore, search engine is regarded the query word string detecting each time as a search type.The process of user input query word string, be the process that search engine constantly generates search type, for example, in the process of " cell phone wallpaper " that user comprises four words in input, word of every increase, search engine is regarded the query word string in search box as search engine and is generated a new search type.
S102, according to described current search formula and described user's historical search formula, determine that the search suggestion of current search formula points out and show.
This operation is actually the historical search formula according to user, has determined user's search intention, using this search intention as the Consideration of determining search suggestion prompting, comes to show search suggestion prompting more targetedly to user.User's search intention can be reflected as the aspects such as the interested search field of user or association search demand.
In internet hunt, because the query word of user's input is often shorter, same query word may refer to multiple different concept.For example, for query word " three states ", nearly tens of the concepts that can refer to, as TV play " three states ", the historical stage " three states ", Board Game " three states kill ", network game " biography of the Three Kingdoms heroes ", and books " the Three Kingdoms " etc.Therefore, current search formula is needed to accurate understanding, if can not understand well user's query intention, cannot meet consumers' demand fast.
The historical search formula of mentioning in this operation can be described user for all search types of this search engine, can be also part search type.If part, can be and the closely-related search type of current search formula (search type that for example comprises maximum identical characters), or user is directly to the search type (not comprising the search type that user chooses from search suggestion prompting) of search box input, can be also the search type nearest apart from current time etc.
The search box of search engine is in receiving the process of user input query word string, in order to reduce user's human-machine operation number of times with raising user's search efficiency, conventionally below search box or right side instant playback search suggestion prompting (search type of recommending), so that user's search behavior is guided and to be helped.
The search suggestion prompting of current search formula is determined in this operation, mainly based on the understanding of the search type of user interactions is carried out, as shown in Figure 2, search engine cannot obtain user's search intention owing to searching for for the first time, user is for the first time during inputted search formula " Dali ", search suggestion prompting comprises " marble ", " Dali ancient city ", search suggestion promptings such as " Dali Colleges ", in searching for continuously, user continues to have inputted " sight spot, Dali ", search types such as " Dali travel notes ", when user again inputs retrieval type " greatly " in subsequent searches, search suggestion prompting concentrates on the search suggestion prompting of tourism associated class, result schematic diagram as shown in Figure 3.
The understanding of the search type based on to above and analysis like this, for a new search type, can better reflect user's search intention, can reduce the interaction times of user and search engine, can improve user's search efficiency.
The technical scheme of the present embodiment, by the search suggestion prompting that allows the search type of search engine based on the current input of user and historical search formula determine current search formula, to shorten user's step-size in search, improves user search efficiency.
Embodiment bis-
Fig. 4 is search described in the embodiment of the present invention two suggestion reminding method process flow diagram, and as shown in Figure 4, the search suggestion reminding method described in the present embodiment comprises:
The searching record of S401, recording user input, comprises search type, user ID or device identification, and search time.
This operation, for the device identification to user ID or user's access search engine, is recorded search type and search time and is formed searching record.Be that search engine completes after each search, generate in time one and comprise user ID or device identification, search type, and the record of search time.Certainly, if all formerly search types that while obtaining search intention, the search type of institute's reference is user, the searching record generating can not comprise search time, simultaneously, if obtain the algorithm of search intention, relate to other parameter indexs of on-line search formula are considered, the searching record generating also needs to comprise corresponding parameter.
S402, get the current search formula that user inputs by search box.
It should be noted that, search engine is regarded the query word string detecting each time as a search type, and the process of user input query word, is the process that search engine constantly forms search type.
S403, identification user ID or device identification, filter out described user's searching record according to described sign.
Equally, the method for device identification of obtaining user ID or user's access search engine with operation S401 is the same, and in operation, S402 gets after current search formula, need to identify user ID that this search type is corresponding or the device identification of user's access search engine.
Because searching record comprises sign, search type and hangs down, search the time, by described sign, be easy to obtain formerly searching record corresponding to described user.
S404, from described user's searching record, extract search type in up-to-date N continuous time searching record as the historical search formula of current search formula.Wherein N is natural number, can be preset value.
It should be noted that, the object of this operation is to infer according to search behavior formerly of user the intention of this search of user, wherein, formerly search type can be described user for all search types of this search engine, can be also part search type.If part, can be and the closely-related search type of current search formula (search type that for example comprises maximum identical characters), or user is directly to the search type (not comprising the search type that user chooses from search suggestion prompting) of search box input, can be also the search type nearest apart from current time etc.As preferably, the present embodiment is the formerly search type using the search type in up-to-date N continuous time searching record as current search formula.
S405, described current search formula and described historical search formula are carried out to cluster analysis, determine the search suggestion prompting of current search formula.
Wherein, the method for determining the search suggestion prompting of current search formula can comprise multiple, can determine in several ways from different angles, below by two kinds of different embodiments explanations, determines the mode that the search suggestion of current search formulas is pointed out.
Mode one: obtain corresponding search suggestion prompting according to described current search formula, after according to described historical search formula, the described search suggestion prompting of obtaining being filtered or sorting, show.
That is: first according to described current search formula, tentatively obtain corresponding search suggestion prompting, take the search intention of historical search formula as current search formula, according to described historical search formula, to tentatively obtaining search suggestion prompting, filter or sort, after the search suggestion prompting that embodies user search intent in the search suggestion prompting of tentatively obtaining is screened, show.
Mode two: by current search formula and described historical search formula are carried out to cluster analysis according to search-type, determine that the search-type (being hunting zone) of current search formula is as the search intention of current search formula.For example, by set up in advance the index database of dissimilar (such as GT grand touring, video class, electric business's class and/or game class etc.) at search engine, determine after the search-type of current search formula, can in the index database of this search-type, search for current search formula, can dwindle hunting zone, reduce user and the main interaction times of search engine, submit search efficiency to.
As preferably, the present embodiment is specifically by carrying out to described current search formula and described historical search formula the search intention that current search formula is determined in cluster analysis.So-called cluster analysis refers to the analytic process that the set of physics or abstract object is grouped into a plurality of classes of the similar object composition of serving as reasons.The target of this operation is on similar basis, to collect data to classify, and according to classification results, infers which classification is current search formula belong to.
Whether S406, judgement search suggestion prompting obtain successfully, if executable operations S407, otherwise, N value is subtracted to one, return and operate S404.
It should be noted that, if the search intention of determining current search formula is only for determining the search-type of current search formula, directly N is got to 1, after executable operations S405, direct executable operations S407.
S407, obtained search suggestion prompting is shown.
The technical scheme of the present embodiment is carried out record to user's search behavior, formerly search behavior based on this user allows search engine understand this user search formula search intention behind, according to described search intention, determine and show the search suggestion prompting of current search formula, can overcome that existing search engine is not guessed user's search intention with reference to historical search formula and the problem that obtains the Search Results of indifference.
Embodiment tri-
Fig. 5 is the structured flowchart of search described in the embodiment of the present invention three suggestion suggestion device, and as shown in Figure 5, the search suggestion suggestion device described in the present embodiment comprises:
Current search formula acquiring unit 501, for obtaining the current search formula of the current input of user;
Search suggestion unit 503, for determining that according to described current search formula and described user's historical search formula the search suggestion of current search formula points out and show.
Further, described device also comprises historical search formula acquiring unit 502, before the search suggestion prompting determine current search formula according to described current search formula and described user's historical search formula, the search type of recording user input, preset times before extraction current search and/or the search type of default duration, as described historical search formula.
Further, described search suggestion unit 503 specifically for, if determine that according to described current search formula and described user's historical search formula the search suggestion of current search formula point out unsuccessfully, reduce the quantity of described historical search formula, repeat the operation that described definite search suggestion is pointed out.
Further, described search suggestion unit 503 specifically for:
Described current search formula and described historical search formula are carried out to cluster analysis, to determine the search-type of current search formula;
In the corresponding index database of described search-type, according to described current search formula, obtain search suggestion and point out and show.
Further, described search-type comprises: GT grand touring, video class, electric business's class and/or game class.
Further, described search suggestion unit 503 specifically for:
According to described current search formula, obtain corresponding search suggestion prompting;
After according to described historical search formula, the described search suggestion prompting of obtaining being filtered or sorting, show.
That is: first according to described current search formula, tentatively obtain corresponding search suggestion prompting, take the search intention of historical search formula as current search formula, according to described historical search formula, to tentatively obtaining search suggestion prompting, filter or sort, after the search suggestion prompting that embodies user search intent in the search suggestion prompting of tentatively obtaining is screened, show.
Search that the present embodiment provides suggestion suggestion device can be carried out the search suggestion reminding method that the embodiment of the present invention one and embodiment bis-provide, and possesses the corresponding functional module of manner of execution and beneficial effect.
All or part of content in the technical scheme that above embodiment provides can realize by software programming, and its software program is stored in the storage medium can read, storage medium for example: the hard disk in computing machine, CD or floppy disk.
Note, above are only preferred embodiment of the present invention and institute's application technology principle.Skilled person in the art will appreciate that and the invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious variations, readjust and substitute and can not depart from protection scope of the present invention.Therefore, although the present invention is described in further detail by above embodiment, the present invention is not limited only to above embodiment, in the situation that not departing from the present invention's design, can also comprise more other equivalent embodiment, and scope of the present invention is determined by appended claim scope.
Claims (12)
1. a search suggestion reminding method, is characterized in that, comprising:
Obtain the current search formula of the current input of user;
According to described current search formula and described user's historical search formula, determine that the search suggestion of current search formula points out and show.
2. search suggestion reminding method according to claim 1, is characterized in that, before determining the search suggestion prompting of current search formula, also comprises according to described current search formula and described user's historical search formula:
The search type of recording user input, the preset times before extraction current search and/or the search type of default duration, as described historical search formula.
3. search suggestion reminding method according to claim 2, is characterized in that, the described historical search formula according to described current search formula and described user determines that the search suggestion prompting of current search formula comprises:
If determine that according to described current search formula and described user's historical search formula the search suggestion of current search formula point out unsuccessfully, reduce the quantity of described historical search formula, repeat the operation that described definite search suggestion is pointed out.
4. search according to claim 1 suggestion reminding method, is characterized in that, the described historical search formula according to described current search formula and described user is determined that the search suggestion of current search formula is pointed out and shown and comprised:
Described current search formula and described historical search formula are carried out to cluster analysis, to determine the search-type of current search formula;
In the corresponding index database of described search-type, according to described current search formula, obtain search suggestion and point out and show.
5. search suggestion reminding method according to claim 4, is characterized in that, described search-type comprises: GT grand touring, video class, electric business's class and/or game class.
6. search according to claim 1 suggestion reminding method, is characterized in that, the described historical search formula according to described current search formula and described user is determined that the search suggestion of current search formula is pointed out and shown and comprised:
According to described current search formula, obtain corresponding search suggestion prompting;
After according to described historical search formula, the described search suggestion prompting of obtaining being filtered or sorting, show.
7. a search suggestion suggestion device, is characterized in that, comprises current search formula acquiring unit and search suggestion unit:
Described current search formula acquiring unit, for obtaining the current search formula of the current input of user;
Described search suggestion unit, for determining that according to described current search formula and described user's historical search formula the search suggestion of current search formula points out and show.
8. suggestion device is advised in search according to claim 7, it is characterized in that, described device also comprises historical search formula acquiring unit, before the search suggestion prompting determine current search formula according to described current search formula and described user's historical search formula, the search type of recording user input, preset times before extraction current search and/or the search type of default duration, as described historical search formula.
9. search according to claim 8 suggestion suggestion device, is characterized in that, described search suggestion unit specifically for,
If determine that according to described current search formula and described user's historical search formula the search suggestion of current search formula point out unsuccessfully, reduce the quantity of described historical search formula, repeat the operation that described definite search suggestion is pointed out.
10. search according to claim 7 suggestion suggestion device, is characterized in that, described search suggestion unit specifically for:
Described current search formula and described historical search formula are carried out to cluster analysis, to determine the search-type of current search formula;
In the corresponding index database of described search-type, according to described current search formula, obtain search suggestion and point out and show.
11. search suggestion suggestion devices according to claim 10, is characterized in that, described search-type comprises: GT grand touring, video class, electric business's class and/or game class.
12. search according to claim 7 suggestion suggestion devices, is characterized in that, described search suggestion unit specifically for:
According to described current search formula, obtain corresponding search suggestion prompting;
After according to described historical search formula, the described search suggestion prompting of obtaining being filtered or sorting, show.
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| CN201410307526.4A CN104077392B (en) | 2014-06-30 | 2014-06-30 | Reminding method and device are suggested in a kind of search |
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| CN104462557A (en) * | 2014-12-25 | 2015-03-25 | 北京奇虎科技有限公司 | Instant searching method and device based on search history |
| CN104572853A (en) * | 2014-12-17 | 2015-04-29 | 百度在线网络技术（北京）有限公司 | Searching method and searching device |
| CN105426385A (en) * | 2015-10-20 | 2016-03-23 | 百度在线网络技术（北京）有限公司 | Method and apparatus for random search by users |
| CN108345611A (en) * | 2017-01-24 | 2018-07-31 | 北京搜狗信息服务有限公司 | A kind of operation and monitoring method of map search, device and electronic equipment |
| CN110543484A (en) * | 2019-09-03 | 2019-12-06 | 广州视源电子科技股份有限公司 | prompt word recommendation method and device, storage medium and processor |
| CN111414532A (en) * | 2019-01-04 | 2020-07-14 | 阿里巴巴集团控股有限公司 | Information recommendation method and device and machine-readable storage medium |
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| CN104572853A (en) * | 2014-12-17 | 2015-04-29 | 百度在线网络技术（北京）有限公司 | Searching method and searching device |
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| CN111414532A (en) * | 2019-01-04 | 2020-07-14 | 阿里巴巴集团控股有限公司 | Information recommendation method and device and machine-readable storage medium |
| CN111414532B (en) * | 2019-01-04 | 2023-06-30 | 阿里巴巴集团控股有限公司 | Information recommendation method, equipment and machine-readable storage medium |
| CN110543484A (en) * | 2019-09-03 | 2019-12-06 | 广州视源电子科技股份有限公司 | prompt word recommendation method and device, storage medium and processor |
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