CN102368262A - Method and equipment for providing searching suggestions corresponding to query sequence - Google Patents

Method and equipment for providing searching suggestions corresponding to query sequence Download PDF

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Publication number
CN102368262A
CN102368262A CN2011103122295A CN201110312229A CN102368262A CN 102368262 A CN102368262 A CN 102368262A CN 2011103122295 A CN2011103122295 A CN 2011103122295A CN 201110312229 A CN201110312229 A CN 201110312229A CN 102368262 A CN102368262 A CN 102368262A
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search
suggestion
user
preferred
suggestions
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CN102368262B (en
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徐佳
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Beijing Baidu Netcom Science and Technology Co Ltd
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Beijing Baidu Netcom Science and Technology Co Ltd
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Abstract

The invention aims to provide a method and equipment for providing searching suggestions corresponding to a query sequence. The method comprises the following steps of: acquiring an optimal searching suggestion which is selected from one or more first searching suggestions through user equipment by a user, wherein the one or more first searching suggestions correspond to the query sequence input by the user; performing matching processing according to the optimal searching suggestion to obtain one or more second searching suggestions corresponding to the optimal searching suggestions; and providing at least one of the one or more second searching suggestions for the user equipment. The optimal searching suggestion which is selected from the first searching suggestions by the user is acquired, and the matching processing is performed according to the optimal searching suggestion to obtain the second searching suggestions which are provided for the user; and therefore, compared with the prior art, the invention provides richer searching suggestions for the user, provides a wider selection range for the user and improves the searching experiences of the user.

Description

A kind of method and apparatus of advising that provides with the corresponding search of search sequence
Technical field
The present invention relates to the web search technical field, relate in particular to a kind of technology of advising that is used to provide with the corresponding search of search sequence.
Background technology
Along with the continuous development of web search technology, the user is when carrying out web search, and is also increasingly high to the requirement of the comprehensive and accurate Search Results of quick acquisition, and therefore, its requirement that optional search that provides is advised is also increasingly high.Existing web search technology according to the search sequence of user's input, generally only provides once search to advise that the leeway that the user can select is less to the user.
Especially, when the search sequence of user's input is the English character string, generally expand English search suggestion, perhaps this English character string is changed and expanded to corresponding Chinese search suggestion based on this English character string.Yet; The problem that above-mentioned way directly causes is; Because the English search of expansion is advised or converts Chinese into from English having more possibility; The expanded search suggestion that feasible script meets user's request is flooded by a large amount of other expanded search suggestions, and the user can't obtain the expanded search suggestion that its hope obtains exactly within the short time, influenced search efficiency of users and user search and experienced.For example; When the user imports English character string " liu "; Corresponding expanded search suggestion comprises " six grades of score inquiries ", " Liu Yifei ", " Liu Dehua " etc.; Wait the expanded search suggestion and being based on of user expectation " Liu Dehua " expands such as " Liu De China film ", however other the expanded search that these search suggestions are expanded based on " liu " in a large number advise flood, therefore; User's have to remap list entries or in selecting the resulting Search Results in expanded search suggestion " Liu Dehua " back, seek and " the magnificent film of Liu De " relevant Search Results has influenced search experience.
Therefore, how more accurately to provide galore and the corresponding search suggestion of the search sequence of user's input, make the user obtain bigger range of choice, promote its search experience, become those skilled in the art and need one of problem of solution badly.
Summary of the invention
The purpose of this invention is to provide a kind of method and apparatus of advising that is used to provide with the corresponding search of search sequence.
According to an aspect of the present invention, provide a kind of by the computer implemented method that is used to provide with the corresponding search suggestion of search sequence, wherein, this method comprises:
A obtains the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input;
B carries out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search;
C is with at least one provides to said subscriber equipment in said one or more second search suggestions.
According to a further aspect in the invention, also provide a kind of and be used to provide the suggestion with the corresponding search suggestion of search sequence that equipment is provided, wherein, this equipment comprises:
The suggestion deriving means is used for obtaining the user and advises in the selected preferred search of one or more first search suggestions through subscriber equipment, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input;
The proposes match device is used for carrying out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search;
First generator is used for said one or more second search are advised that at least one provides to said subscriber equipment.
Compared with prior art; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion according to this and carry out matching treatment, obtain the second search suggestion and offer this user, for the user provides abundanter search suggestion; Make the user obtain bigger range of choice, promote its search experience.
Description of drawings
By reading the detailed description of doing with reference to the following drawings that non-limiting example is done, it is more obvious that other features, objects and advantages of the present invention will become:
Fig. 1 illustrates and is used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion according to one aspect of the invention;
Fig. 2 illustrate in accordance with a preferred embodiment of the present invention be used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion;
Fig. 3 illustrates and is used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion according to another preferred embodiment of the present invention;
Fig. 4 illustrate according to a further aspect of the present invention be used to provide the method flow diagram with the corresponding search of search sequence suggestion;
Fig. 5 illustrate in accordance with a preferred embodiment of the present invention be used to provide the method flow diagram with the corresponding search of search sequence suggestion;
Fig. 6 illustrates and is used to provide the method flow diagram with the corresponding search of search sequence suggestion according to another preferred embodiment of the present invention.
Same or analogous Reference numeral is represented same or analogous parts in the accompanying drawing.
Embodiment
Below in conjunction with accompanying drawing the present invention is described in further detail.
Fig. 1 illustrates and is used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion according to one aspect of the invention; Suggestion provides equipment 1 to comprise suggestion deriving means 101, proposes match device 102 and first generator 103.
Suggestion provides equipment 1 to include but not limited to the cloud that network host, single network server, a plurality of webserver collection or a plurality of server constitute.At this, cloud is by constituting based on the great amount of calculation machine of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is a kind of of Distributed Calculation, a super virtual machine of being made up of the loosely-coupled computing machine collection of a group.Those skilled in the art will be understood that above-mentioned suggestion provides equipment 1 to be merely for example, and other suggestions existing or that possibly occur from now on provide equipment as applicable to the present invention, also should be included in the protection domain of the present invention, and be contained in this at this with way of reference.
Wherein, suggestion deriving means 101 obtains the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input.Particularly; User's mutual through with subscriber equipment; In the one or more first search suggestions that offer the user,, selected one first search suggestion, to advise as preferred search through clicking, slide, hover or mode such as double-click; Suggestion deriving means 101 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion.At this; The said first search suggestion can be to mate one or more first order search suggestions that obtain according to the search sequence of user's input; Also can be to mate the K+1 level search suggestion that obtains, K=1,2,3...n... according to the search suggestion that the user selects from K level search suggestion.For example; User input query sequence " Liu "; Provide to the first search suggestion of subscriber equipment to comprise " Liu Dehua ", " Liu Qingyun ", " Liu Yifei " etc., the user advises it through hovering in the first search suggestion " Liu Dehua " as preferred search; Suggestion deriving means 101 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion " Liu Dehua ".And for example; After the user selects a search suggestion " Liu Dehua "; Provide to the search of subscriber equipment suggestion and comprise " Liu De China film ", " Liu De China picture ", " Liu De China song " etc.; As the first search suggestion, the user advises it through hovering in one of them first search suggestion " Liu De China film " as preferred search with these search suggestions; Suggestion deriving means 101 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion " Liu De China film ".For for simplicity, below the situation of only the first search suggestion being advised for first order search describe.Those skilled in the art will be understood that the mode of the preferred search suggestion that the above-mentioned user of obtaining selects is merely for example; Other existing or modes of obtaining preferred search suggestion that the user selects that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
Proposes match device 102 carries out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search.Particularly, the mode of the one or more second search suggestions of proposes match device 102 coupling acquisitions includes but not limited to:
A) the preferred search suggestion of selecting based on the user that obtained of suggestion deriving means 101 through semantic analysis or character string identification, is carried out matching inquiry in the search suggestion library, with obtain with should the corresponding one or more second search suggestions of preferred search suggestion.For example; The suggestion preferred search suggestion that deriving means 101 obtained is " Liu Dehua "; Proposes match device 102 is according to should preferred search suggestion being " Liu Dehua "; In the search suggestion library, carry out matching inquiry, obtain and be somebody's turn to do corresponding second search of preferred search suggestion and advise " Liu De China film ", " Liu De China picture ", " Liu De China song " etc.At this, said search suggestion library both can be arranged in suggestion provides equipment 1, also can be arranged in the third party device that provides equipment 1 to be connected through network with this suggestion.
B) the preferred search suggestion of being obtained based on suggestion deriving means 101; Based on this historical conversion record, user who preferably searches for suggestion browse record, inquiry associative information, semantic analysis result or should preferred search suggestion in synonym and/or the near synonym etc. of keyword; This is preferably searched for suggestion mate extended operation, to obtain and should preferably search for the corresponding one or more second search suggestions of suggestion.For example:
1) proposes match device 102 matees extended operation according to the historical conversion record of preferred search suggestion to preferred search suggestion; At this; The historical conversion record of preferred search suggestion comprises the relevant transform sequence of the historical preferred search suggestion that use and current of a plurality of users, and proposes match device 102 obtains said historical conversion record through the inquiry log such as search engine or other search equipments.For example; Suppose that suggestion deriving means 101 obtains the preferred search suggestion that the user selects and is " apple "; Proposes match device 102 obtains the historical conversion record of a plurality of users based on " apple " from user's historical query record of search engine, comprise transform sequences such as " Apple Computers ", " apple notebook ", " apple port row "; These transform sequences as the second search suggestion, are preferably searched for suggestion with realization to this and mated extended operation.Preferably; Said historical conversion record can also comprise user's frequency of usage of said transform sequence; Proposes match device 102 is according to user's frequency of usage of these transform sequences; Select that user's frequency of usage satisfies frequency threshold value or the higher several transform sequences that sort, with as the said second search suggestion.
2) proposes match device 102 matees extended operation according to the pairing user's browsing information of preferred search suggestion to preferred search suggestion; At this; The pairing user's browsing information of preferred search suggestion comprises this and preferably searches for the anchor text of the Search Results of a plurality of user's historical viewings in the pairing Search Results of suggestion; And the page relevant information of the Search Results page pointed of these user's historical viewings, such as page title, content of pages, page type etc.; Proposes match device 102 directly obtains said user's browsing information through the inquiry log such as search engine or other search equipments; Perhaps elder generation obtains the Search Results that this preferably searches for the corresponding user's historical viewings of suggestion from the inquiry log of search engine or other search equipments; Again according to the Search Results of said user's historical viewings; Obtain corresponding user's browsing information from other third party devices; Perhaps resolve the pairing page of Search Results of said user's historical viewings, to obtain corresponding user's browsing information.For example; Suppose that suggestion deriving means 101 obtains the preferred search suggestion that the user selects and is " in April, 2011 movie news "; Proposes match device 102 is according to should preferably searching for the pairing content of pages of Search Results of a plurality of user's historical viewings in the pairing Search Results of suggestion; Like " Rio shoot Niagara ", this is preferably searched for suggestion mate extended operation, obtain the corresponding second search suggestion " in April, 2011 movie news Rio shoot Niagara ".
3) proposes match device 102 matees extended operation according to the pairing inquiry associative information of preferred search suggestion to preferred search suggestion; At this, the inquiry associative information comprises the predetermined keyword that is associated with preferred search suggestion etc., is the movie star like preferred search suggestion, and its pairing predetermined inquiry associative information comprises film, picture etc.; Preferred search suggestion is video name, and its pairing predetermined inquiry associative information comprises video, online watch etc.; Further, preferred search suggestion is " movie star+film ", and its predetermined inquiry associative information is the movie name that this movie star is representative or search rate is higher; Proposes match device 102 is through carrying out modes such as semantic analysis, character string identification or database matching to preferred search suggestion; Whether detect this preferably searches for suggestion and satisfies and have the condition of predetermined inquiry associative information; Add predetermined inquiry associative information through this preferably being searched for suggestion again; Mate extended operation, obtain the corresponding second search suggestion.For example; Suppose that the preferred search suggestion that suggestion deriving means 101 obtains the user is " Liu Dehua "; Proposes match device 102 detects this and preferably searches for suggestion and comprise movie star's title; Then this is preferably searched for suggestion and add predetermined inquiry associative information, mate extended operation, obtain the second search suggestion " Liu De China film ", " Liu De China picture " etc.
4) proposes match device 102 matees extended operation according to the semantic analysis result of preferred search suggestion to preferred search suggestion; Proposes match device 102 is through such as directly obtaining the semantic analysis result that this preferably searches for suggestion from search engine or third party device; Perhaps this is preferably searched for suggestion and carry out semantic analysis, cut speech or character string identification etc., obtain corresponding semantic analysis result.For example; The preferred search suggestion of supposing user's selection that suggestion deriving means 101 obtains is " which plate P&G has "; 102 pairs in proposes match device should preferred search suggestion carry out semantic analysis; Obtain corresponding semantic analysis result, as obtain keyword " P&G " and " under brand ", obtain the corresponding second search suggestion " brand under the P&G " in view of the above.
5) proposes match device 102 matees extended operation according to the synonym and/or the approximate speech of keyword in the preferred search suggestion to preferred search suggestion; At this, synonym and/or the approximate speech of preferably searching for keyword in the suggestion comprise: preferably search for suggestion according to this, preset modes such as dictionary or open dictionary through inquiry, obtain and be somebody's turn to do corresponding synonym of keyword and/or near synonym in the preferred search suggestion; Perhaps, this is preferably searched for the keyword that obtains after the suggestion word segmentation processing, preset modes such as dictionary or open dictionary through inquiry, obtain and corresponding synonym of said keyword and/or near synonym.At this, said dictionary or the open dictionary of presetting comprises that the synonym of a plurality of entries and/or nearly benefit film showing penetrate; Saidly preset dictionary or open stock and be stored in suggestion equipment 1 is provided, or be stored in and search engine or other third party devices of advising providing equipment 1 to be connected through network.Proposes match device 102 through according to preferably search for suggestion such as this, from search engine or other third party devices obtained should preferred search suggestion keyword, this is preferably searched for the keyword that the word segmentation processing gained is carried out in suggestion; Or its combination in any; In presetting dictionaries such as dictionary or open dictionary, inquire about, to obtain corresponding synonym and/or near synonym.For example; The preferred search suggestion of supposing user's selection that suggestion deriving means 101 obtains is " all Dong Xin songs ", and the keyword after its word segmentation processing is " Zhou Dong " and " the new song ", presets dictionary through inquiry; Obtain " Zhou Dong " corresponding synonym " Zhou Jielun "; Proposes match device 102 is preferably searched for suggestion according to this synonym to this and is mated extended operation, as " Zhou Dong " is replaced with " Zhou Jielun ", obtains the corresponding second search suggestion " all Jie Lunxin songs ".
6) proposes match device 102 is based on above-mentioned multinomial arbitrarily to obtain the said second search suggestion; For example, proposes match device 102 reaches the wherein synonym and/or the approximate speech of keyword according to the inquiry associative information of preferred search suggestion, and extended operation is mated in preferred search suggestion; Connect example; The preferred search suggestion that the user that suggestion deriving means 101 obtains selects is " Zhou Dong " and " new song " for " all Dong Xin songs ", the keyword after its word segmentation processing, presets dictionary through inquiry; Obtain " Zhou Dong " corresponding synonym " Zhou Jielun "; Proposes match device 102 is preferably searched for suggestion according to this synonym to this and is mated extended operation, as " Zhou Dong " is replaced with " Zhou Jielun ", obtains the corresponding second search suggestion " all Jie Lunxin songs "; Simultaneously; The preferred search suggestion that proposes match device 102 detects after this replacement comprises singer's title; Then this singer's title is added predetermined inquiry associative information; Like " music ", " picture " etc., mate extended operation, obtain the second search suggestion " Zhou Jielun music ", " Zhou Jielun picture " etc.
Those skilled in the art will be understood that also the mode of above-mentioned coupling extended operation is merely for example; The mode of other coupling extended operations existing or that possibly occur from now on is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
First generator 103 is with at least one provides to said subscriber equipment in said one or more second search suggestions.Particularly; One or more second search suggestions that first generator 103 is obtained according to proposes match device 102; Adopt any known computing machine that the technological means of people's readable information is provided; For example screen display, loudspeaker plays etc. are with at least one provides to said subscriber equipment in said one or more second search suggestions.With the screen display is example; In one or more second search suggestions that first generator 103 obtains proposes match device 102 at least one; With the form of combobox, suspension frame, left frame or right frame, provide to said subscriber equipment with form in certain sequence, supply the user to browse.For example, when the first search suggestion showed with the form of combobox, the user had selected a preferred search suggestion through hovering or clicking, and what suggestion deriving means 101 had obtained that the user selects should preferred search suggestion; Proposes match device 102 is preferably searched for proposes match based on this and is obtained one or more second search suggestions; Subsequently, first generator 103 is preferably searched for the left side or the right side of suggestion at this, with the form of left frame or right frame, represents in said one or more second search suggestion at least one.Preferably; When the said second search suggestion provides to subscriber equipment with the form of suspension frame; It can be opened automatically, also can be that the user opens through clicking certain button or button, and it can be to show in certain fixing zone of the page; Also can confirm that its window size can be regulated by user's setting or according to the position of browsing object.The number of the said second search suggestion can be default also can being set by the user, selects last one or the next second search suggestion through pressed special function keys by the user, and this special function keys for example can be "+" and "-", " ↑ " and " ↓ ".More preferably, the said second search suggestion can also be that mode with roll display offers the user.Those skilled in the art will be understood that the above-mentioned mode of the second search suggestion that provides is merely for example; Other existing or modes that the second search suggestion is provided that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion according to this and carry out matching treatment, obtain the second search suggestion and offer this user, for the user provides abundanter search suggestion; Make the user obtain bigger range of choice, promote its search experience.
Preferably, to provide between each device of equipment 1 be constant work in suggestion.Particularly, suggestion deriving means 101 continues to obtain the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input; Proposes match device 102 continues to carry out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search; First generator 103 continues said one or more second search suggestions are provided to said subscriber equipment.At this; It will be understood by those skilled in the art that preferred search suggestion that " continuing " is meant suggestion to be provided each device of equipment 1 constantly to obtain the user respectively to select, this is preferably searched for suggestion carry out matching treatment and obtain the second search suggestion, the said second search suggestion is provided to subscriber equipment, provide equipment 1 to stop to obtain user-selected preferred search in a long time until this suggestion and advise.
Preferably, said suggestion provides equipment 1 also to comprise the updating device (not shown), and this updating device is based on said preferred search suggestion and said one or more second search suggestions, sets up or upgrades said search suggestion library.Particularly; After extended operation is mated in the preferred search suggestion that 102 couples of users of proposes match device select; Updating device is through the mode of database update; One or more second search suggestions that coupling is obtained after the extended operation deposit the search suggestion library in the mapping relations of preferred search suggestion, to set up or to upgrade said search suggestion library.Preferably; The preferred search suggestion that proposes match device 102 is at first selected according to the user is carried out matching inquiry in the search suggestion library, when coupling is searched for suggestion less than second; Through preferably being searched for suggestion, this matees extended operation again; Preferred search suggestion after the extended operation of acquisition coupling is advised to search for as one or more second, further; Updating device deposits said search suggestion library in through the mapping relations with the one or more second search suggestions that obtained after the said coupling extended operation and preferred search suggestion, to set up or to upgrade said search suggestion library.Those skilled in the art will be understood that the mode of above-mentioned more new search suggestion library is merely for example; The mode of other existing or more new search suggestion libraries that possibly occur from now on is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
Preferably, said proposes match device 102 is according to said preferred search suggestion, and combines said user's user related information, carries out matching treatment, to obtain said one or more second search suggestion; Wherein, said user related information comprise following at least each:
-said user's input habit;
-said user's preference setting;
-said user's search history record;
-said user's regional feature information;
-said user's population characteristic information.
Particularly; Proposes match device 102 is through matching inquiry in user information database or through obtaining modes such as IP address; Obtain this user's user related informations such as input habit, preference setting, search history record, regional feature information or population characteristic information, then, the preferred search suggestion that the user that this proposes match device 102 is obtained according to suggestion deriving means 101 selects; Combine above-mentioned one or any a plurality of user related information again; Carry out matching inquiry in search in the suggestion library, or this is preferably searched for suggestion mate extended operation, obtain with should the corresponding one or more second search suggestions of preferred search suggestion.At this, store user's user related information in the said user information database, this user information database both can be positioned at the subscriber equipment end, also can be arranged in the third party device that suggestion provides equipment 1 or provides equipment 1 to be connected through network with this suggestion.For example:
1) comprises said user's input habit when said user related information; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; The input habit that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.For example; Proposes match device 102 is through the searching user's information storehouse; Obtain user's input habit and select the Chinese search suggestion for input English character string; Then proposes match device 102 is preferential in the search suggestion library inquires about corresponding Chinese search suggestion according to English preferred search proposes match that should be user-selected, or this is preferably searched for the preferential coupling of suggestion expands to Chinese search suggestion.
2) comprise said user's preference setting when said user related information; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; Combine this user's preference setting again, obtain and the preferably corresponding one or more second search suggestions of search suggestion.For example, the preference that the user is provided with in advance is a film, and the preferred search suggestion of then selecting as the user is " Liu Dehua "; Proposes match device 102 is through the searching user's information storehouse; Obtain this user's preference setting, and combine this preference setting, the corresponding movie name of matching inquiry in the search suggestion library; Or this is preferably searched for suggestion mate extended operation, obtain second search suggestion such as " Liu De Huamo attacks ", " Liu De China Infernal Affairs " etc.
3) comprise said user's search history record when said user related information; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; The search history record that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.At this, user's search history record includes but not limited to that the user input query sequence is searched for, the user selects that a search suggestion is searched for, the user clicks the search history record that certain webpage is browsed.For example; User's search history record comprise this user once input inquiry sequence " Liu De China Infernal Affairs " search for; Proposes match device 102 is through the searching user's information storehouse; Obtain this user's search history record, when the preferred search suggestion of this user's selection was " Liu Dehua ", proposes match device 102 was advised this search sequence " Liu De China Infernal Affairs " as second search.
4) comprise said user's regional feature information when said user related information; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; The regional feature information that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.Preferably, proposes match device 102 at first detects and should preferred search suggestion whether need add the ground domain information according to the preferred search suggestion that the user selects; For example, the preferred search suggestion that the user selects is " No. 18 bus ", and proposes match device 102 presets modes such as dictionary through inquiry; Detect this preferably search for suggestion need add the ground domain information, through matching inquiry in user information database or through obtaining this user's IP address, obtain this user's regional feature information again; Like Shanghai; Subsequently, 102 pairs in proposes match device should preferred search suggestion mate extended operation, obtained the second search suggestion " No. 18 bus Shanghai ".
5) comprise said user's population characteristic information when said user related information; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; The population characteristic information that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.At this, said user's population characteristic information includes but not limited to obtain in social networks good friend circle according to user-defined label, user.For example; User-defined label is " film "; The preferred search suggestion that the user selects is " Liu Dehua "; The label " film " of proposes match device 102 through obtaining this user, and the behavior of searching for for the search subscriber of " film " input " Liu De China Infernal Affairs " according to other labels, coupling obtains the second search suggestion " Liu De China Infernal Affairs ".
6) proposes match device 102 can also be based on the preferred search suggestion of advising user's selection that deriving means 101 is obtained; The above-mentioned a plurality of or whole user related informations arbitrarily that combine this user again; In the search suggestion library, carry out matching inquiry; Or this preferably searched for suggestion mate extended operation, obtain with should the corresponding one or more second search suggestions of preferred search suggestion.
Those skilled in the art will be understood that above-mentioned user related information is merely for example, and other user related informations existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this at this with way of reference as applicable to the present invention.Those skilled in the art will be understood that also the mode that above-mentioned combination user related information coupling obtains the second search suggestion is merely for example; The mode that other combination user related informations existing or that possibly occur from now on couplings obtain the second search suggestion is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion and combine user related information to carry out matching treatment according to this; Obtain the second search suggestion and offer this user,, promote user's search experience for the user provides more rich personality search suggestion.
Preferably, said proposes match device 102 is based on said preferred search suggestion, and combines said search sequence, carries out matching treatment, to obtain said one or more second search suggestion.Particularly; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; And the said search sequence that combines this user to import; In the search suggestion library, carry out matching inquiry or this preferably searched for suggestion mating extended operation, to obtain said one or more second search suggestion; Perhaps; Proposes match device 102 is respectively according to should preferred search advising and search sequence; In the search suggestion library, carry out matching inquiry or this preferably searched for suggestion mating extended operation; Obtain two search set of suggestions respectively, these two search set of suggestions are sought common ground, the search suggestion during this is occured simultaneously is as said one or more second search suggestions.For example; The search sequence of user's input is " kxll "; The preferred search suggestion that the user selects is " Kangxu has come "; The search set of suggestions that proposes match device 102 obtains according to this search sequence " kxll " comprises search suggestions such as " Kangxu has come ", " Kangxu has come hold to live in elder sister ", " Kangxu has come 2011 "; Comprise search suggestions such as " Kangxu has come 2011 ", " Kangxu has come model ice ice ", " Kangxu has come hold to live in elder sister " according to this search set of suggestions of preferably searching for suggestion " Kangxu has come " acquisition; Proposes match device 102 seeks common ground to these two search set of suggestions, obtains the second search suggestion " Kangxu has come hold to live in elder sister " and " Kangxu has come 2011 ".Preferably, the preferred search suggestion that the user that proposes match device 102 is obtained based on suggestion deriving means 101 selects, and combine the search sequence of this user's input and this user's user related information, carry out matching treatment, to obtain the said second search suggestion.At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion and combine user's search sequence to carry out matching treatment according to this; Obtain the second search suggestion and offer this user,, promote user's search experience for the user provides the abundanter suggestion of search more accurately.
Preferably, said proposes match device 102 is according to said preferred search suggestion, and coupling obtains to advise corresponding one or more Search Results with said preferred search; Obtain the pairing page info of said one or more Search Results, to advise as said one or more second search; Wherein, said page info comprise following at least each:
The pairing page key words of-said Search Results;
The pairing URL of-said Search Results;
The pairing page thumbnails of-said Search Results.
Particularly; The preferred search suggestion that the user that proposes match device 102 is obtained according to suggestion deriving means 101 selects; Through in the search index storehouse of the database of user side or network-side, carrying out matching inquiry, obtain with should the corresponding one or more Search Results of preferred search suggestion; And then; Through from the pairing page of said Search Results, summary or anchor text, extracting page key words, from said Search Results, obtaining the page infos such as page thumbnails of its corresponding uniform resource locator (URL) or the generation and the pairing page of said Search Results, these page infos are provided to said subscriber equipment as said one or more second search suggestions.For example; User's mutual through with subscriber equipment; Selected preferred search suggestion " Kangxu ", suggestion deriving means 101 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion; Subsequently; Proposes match device 102 is according to should preferred search advising " Kangxu "; Through in the search index storehouse of the database of user side or network-side, carrying out matching inquiry; Obtain and be somebody's turn to do preferred search suggestion " Kangxu " corresponding Search Results " Kangxu * * encyclopaedia ", " Kangxu has come the online * of the watching * of variety high definition high definition video "; Then, proposes match device 102 extracts keyword " Kangxu is profound firelight or sunlight " through the page analysis to the pairing page of mentioned above searching results from the pairing page of Search Results " Kangxu * * encyclopaedia "; From the pairing page of Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video ", extract keyword " Kangxu has come ", these two keywords " Kangxu is profound firelight or sunlight ", " Kangxu has come " are advised as second search.And for example, proposes match device 102 extracts URL (URL) the http://baike.baidu.com/view/2682.htm and the http://www.qiyi.com/zongyi/kxll.html of above-mentioned two Search Results; Perhaps, obtain the page thumbnails of the pairing page of mentioned above searching results, to advise as said second search.Those skilled in the art will be understood that above-mentioned page info is merely for example, and other page infos existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this at this with way of reference as applicable to the present invention.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; This page info such as page key words, URL, page thumbnails of preferably searching for the pairing Search Results of suggestion is offered this user; For the user provides the abundanter suggestion of search intuitively, promote user's search experience.
Fig. 2 illustrate in accordance with a preferred embodiment of the present invention be used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion; Suggestion provides equipment 1 also to comprise sequence deriving means 204, sequences match device 205 and second generator 206; Wherein, Suggestion deriving means 201, proposes match device 202 is identical or basic identical with corresponding intrument 101-103 shown in Figure 1 respectively with first generator 203; So locate to repeat no more, and mode by reference is contained in this.
Wherein, sequence deriving means 204 obtains the said search sequence of said user through said subscriber equipment input.Particularly; User's mutual through with subscriber equipment; Such as passing through keyboard, mouse, telepilot, touch pad or hand-written equipment; Input inquiry sequence in the input frame of browser software, application program or client software or search box, sequence deriving means 204 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain the search sequence of this user's input.For example; User's mutual through with subscriber equipment; Input inquiry sequence " kx " in the search box of browser; Sequence deriving means 204 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain the search sequence " kx " of this user's input.Those skilled in the art will be understood that above-mentioned sequence deriving means and suggestion deriving means are merely example, and in practice, they can be two independently modules, also can be integrated in the module.
Sequences match device 205 carries out matching treatment according to said search sequence, to obtain and the corresponding one or more candidate search suggestions of said search sequence.Particularly, the search sequence that sequences match device 205 is obtained based on sequence deriving means 204 is mated extended operation through search suggestion library coupling or to this search sequence, obtains and the corresponding one or more candidate search suggestions of this search sequence.Connect example, sequences match device 205 is according to this search sequence " kx ", and coupling obtains candidates such as " Kangxu ", " kxll ", " kx forum ", " Kangxu has come " and searches for suggestion.Preferably; Sequences match device 205 is according to said search sequence; Through such as the phonetic in this search sequence being converted into Chinese character, this search sequence being carried out error correction, this search sequence is gone redundancy etc., to obtain pretreated search sequence, according to this pretreated search sequence; Match query or this search sequence mated extended operation in the search suggestion library obtains and the corresponding one or more candidate search suggestions of this search sequence; Further; Sequences match device 205 can also combine said user's user related informations such as input habit, preference setting, search history record, regional feature information or population characteristic information; Mate extended operation through search suggestion library coupling or to this search sequence, obtain and the corresponding one or more candidate search suggestions of this search sequence.
Those skilled in the art will be understood that above-mentioned sequences match device and proposes match device are merely example, and in practice, they can be two independently modules, also can be integrated in the module.
Second generator 206 provides said one or more candidate search suggestions to said subscriber equipment, to advise as said one or more first search.Particularly; One or more candidate search suggestions that second generator 206 is obtained according to sequences match device 205; Adopt any known computing machine that the technological means of people's readable information is provided, for example screen display, loudspeaker plays etc. provide said one or more candidate search suggestions to said subscriber equipment; To advise that as said one or more first search the confession user browses and selects.With the screen display is example; One or more candidate search suggestions that second generator 206 obtains sequences match device 205; With forms such as combobox, suspension frames; Provide to said subscriber equipment with form in certain sequence, to advise that as said one or more first search the confession user browses and selects.Preferably; When said one or more first search suggestions provide to subscriber equipment with the form of suspension frame; It can be opened automatically, also can be that the user opens through clicking certain button or button, and it can be to show in certain fixing zone of the page; Also can confirm that its window size can be regulated by user's setting or according to the position of browsing object.The number of the said first search suggestion can be default also can being set by the user, shows last one or the next first search suggestion through pressed special function keys by the user, and this special function keys for example can be "+" and "-", " ↑ " and " ↓ ".More preferably, the said first search suggestion can also be that mode with roll display offers the user.
Those skilled in the art will be understood that above-mentioned second generator and first generator are merely example, and in practice, they can be two independently modules, also can be integrated in the module.
Subsequently, said suggestion deriving means 201 obtains the said preferred search suggestion that said user selects from said one or more first search suggestions.At this, advise that the operating process of deriving means 101 is basic identical among the operating process that suggestion deriving means 201 obtains the preferred search suggestion that the user selects and Fig. 1 embodiment, for for simplicity, repeat no more, and mode by reference is contained in this here.
Preferably; Suggestion provides equipment 1 also to comprise the clustering apparatus (not shown); This clustering apparatus carries out clustering processing to said one or more candidate search suggestions, to obtain one or more search suggestion classes and to advise type corresponding one or more cluster seeking suggestions with said one or more search respectively; Wherein, said second generator 206 provides said one or more cluster seeking suggestions to said subscriber equipment, to advise as said one or more first search; Wherein, said proposes match device 202 advises carrying out matching inquiry in the pairing search suggestion class in said preferred search according to said preferred search suggestion, to obtain said one or more second search suggestion.Particularly; Sequences match device 205 obtains one or more candidate search suggestions according to the search sequence coupling of user input, and clustering apparatus carries out clustering processing through partitioning, stratification, based on the algorithm of density, based on the algorithm of grid or based on the algorithm of model with these one or more candidate search suggestions; To obtain one or more search suggestion classes; Then, through from these one or more search suggestion classes, choosing one or more candidate search suggestions at random or by certain rule, to advise as cluster seeking; Perhaps, the cluster attribute of these one or more search suggestion classes is advised as said cluster seeking; Subsequently, second generator 206 provides these one or more cluster seeking suggestions to said subscriber equipment, to advise that as said one or more first search the confession user browses and selects; Then; The preferred search suggestion that said proposes match device 202 is selected from said one or more first search suggestions according to the user; Preferably searching for the pairing search of suggestion at this advises carrying out matching inquiry at random or by certain rule in the class; Obtaining said one or more second search suggestion, as select clicking rate, search rate is higher or the suggestion of the candidate search of satisfied certain threshold value, with as said one or more second search suggestions.
For example; The search sequence of user's input is " liu "; Sequences match device 205 is according to this search sequence " liu ", and coupling obtains a plurality of candidate search suggestions such as " Liu Dehua ", " Liu De China film ", " the also luxuriant and rich with fragrance the legend of condor hero of Liu ", " Liu De China music ", " the also luxuriant and rich with fragrance film of Liu "; Clustering apparatus carries out clustering processing with these a plurality of candidate search suggestions; To obtain two search suggestion classes; Wherein one type comprises candidate search suggestion " Liu Dehua ", " Liu De China film " and " Liu De China music "; The another kind of candidate search that comprises is advised " the also luxuriant and rich with fragrance the legend of condor hero of Liu " and " the also luxuriant and rich with fragrance film of Liu "; Then, clustering apparatus advises that from first search selection candidate search suggestion " Liu Dehua " is searched for the cluster attribute " Liu Yifei " of advising class with second and advised as cluster seeking as the cluster seeking suggestion the class; Subsequently, 206 these two the cluster seeking suggestions " Liu Dehua " and " Liu Yifei " of second generator provide to said subscriber equipment, to advise that as said first search confession user browses and selects; When the user has selected " Liu Dehua " as preferred search suggestion; Said proposes match device 202 is preferably searched for suggestion " Liu Dehua " according to being somebody's turn to do, and preferably searches for to mate in the pairing search suggestion of the suggestion class at this to obtain " the magnificent film of Liu De ", " the magnificent music of Liu De " as the said second search suggestion.
Fig. 3 illustrate in accordance with a preferred embodiment of the present invention be used to provide the equipment synoptic diagram with the corresponding search of search sequence suggestion; Suggestion provides equipment 1 also to comprise inquiry deriving means 307, search inquiry device 308 and generator 309 as a result; Wherein, Suggestion deriving means 301, proposes match device 302 is identical or basic identical with corresponding intrument 101-103 shown in Figure 1 respectively with first generator 303; So locate to repeat no more, and mode by reference is contained in this.
Wherein, inquiry deriving means 307 obtains the query search suggestion that the user selects from said one or more second search suggestions.Particularly; User's mutual through with subscriber equipment; In the one or more second search suggestions that offer the user,, selected one second search suggestion, to advise as query search through modes such as click, slip or double-clicks; Inquiry deriving means 307 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected query search suggestion.
Search inquiry device 308 is advised according to said query search, in the search index storehouse, carries out matching inquiry, with the final Search Results that obtains to be complementary with said query search suggestion.Particularly, the query search suggestion that the user that search inquiry device 308 is obtained according to inquiry deriving means 307 selects for example through in the search index storehouse, carrying out matching inquiry, obtains the final Search Results that is complementary with said query search suggestion.For example; User's mutual through with subscriber equipment; In the second search suggestion, selected one second search suggestion " Kangxu has come "; As query search suggestion, inquiry deriving means 307 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected query search suggestion " Kangxu has come "; Subsequently; Search inquiry device 308 is according to this query search suggestion; In the search index storehouse, carry out matching inquiry, the final Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video " that acquisition and this query search suggestion " Kangxu has come " are complementary, " Kangxu has come audio-visual amusement * * net " etc.
Generator 309 provides said final Search Results to said subscriber equipment as a result.Particularly; The final Search Results that obtained according to search inquiry device 308 of generator 309 as a result; Through such as dynamic web page techniques such as JSP, ASP or PHP, said final Search Results is provided to said subscriber equipment at random or in certain sequence, the confession user selects and browses.Connect example; Search inquiry device 308 is according to this query search suggestion " Kangxu has come "; In the search index storehouse, carry out matching inquiry, obtain final Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video ", " Kangxu has come audio-visual amusement * * net " etc.; Subsequently, generator 309 provides said final Search Results to said subscriber equipment through such as dynamic web page techniques such as JSP, ASP or PHP as a result, and the confession user selects and browses.Preferably, generator 309 will provide to said subscriber equipment with the final Search Results that said query search suggestion is complementary according to the priority of said final Search Results as a result.
At this, the present invention provides corresponding final Search Results to the user according to the query search suggestion that the user selects in the second search suggestion, makes the user obtain more accurately, more to meet the final Search Results of its demand, has improved user's search experience.
Those skilled in the art will be understood that; The above results generator, first generator and second generator are merely example, and in practice, they can be three independently modules; Also can any two be integrated in the module, or all be integrated in the module.
Fig. 4 illustrate according to a further aspect of the present invention be used to provide the method flow diagram with the corresponding search of search sequence suggestion.
Suggestion provides equipment 1 to include but not limited to the cloud that network host, single network server, a plurality of webserver collection or a plurality of server constitute.At this, cloud is by constituting based on the great amount of calculation machine of cloud computing (Cloud Computing) or the webserver, and wherein, cloud computing is a kind of of Distributed Calculation, a super virtual machine of being made up of the loosely-coupled computing machine collection of a group.Those skilled in the art will be understood that above-mentioned suggestion provides equipment 1 to be merely for example, and other suggestions existing or that possibly occur from now on provide equipment as applicable to the present invention, also should be included in the protection domain of the present invention, and be contained in this at this with way of reference.
In step S401, suggestion provides equipment 1 to obtain the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input.Particularly; User's mutual through with subscriber equipment through clicking, slide, hover or mode such as double-click, selected one first search suggestion in the one or more first search suggestions that offer the user; To advise as preferred search; In step S401, suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion.At this; The said first search suggestion can be to mate one or more first order search suggestions that obtain according to the search sequence of user's input; Also can be to mate the K+1 level search suggestion that obtains, K=1,2,3...n... according to the search suggestion that the user selects from K level search suggestion.For example; User input query sequence " Liu "; Provide to the first search suggestion of subscriber equipment and comprise " Liu Dehua ", " Liu Qingyun ", " Liu Yifei " etc.; The user advises it, in step S401 through hovering in the first search suggestion " Liu Dehua " as preferred search; Suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion " Liu Dehua ".And for example; After the user selects a search suggestion " Liu Dehua "; Provide to the search of subscriber equipment suggestion to comprise " Liu De China film ", " Liu De China picture ", " Liu De China song " etc., as the first search suggestion, the user is through hovering in one of them first search suggestion " Liu De China film " with these search suggestions; It is advised as preferred search; In step S401, suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion " Liu De China film ".For for simplicity, below the situation of only the first search suggestion being advised for first order search describe.Those skilled in the art will be understood that the mode of the preferred search suggestion that the above-mentioned user of obtaining selects is merely for example; Other existing or modes of obtaining preferred search suggestion that the user selects that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
In step S402, suggestion provides equipment 1 to carry out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search.Particularly, in step S402, the mode that suggestion provides equipment 1 coupling to obtain one or more second search suggestions includes but not limited to:
A) the preferred search suggestion that the user who provides equipment 1 in step S401, to be obtained according to suggestion selects; Through semantic analysis or character string identification; In the search suggestion library, carry out matching inquiry, to obtain and the preferably corresponding one or more second search suggestions of search suggestion.For example; In step S401; The preferred search suggestion that suggestion provides equipment 1 to obtain is " Liu Dehua ", and in step S402, it should preferred search suggestion be " Liu Dehua " that suggestion provides equipment 1 basis; In the search suggestion library, carry out matching inquiry, obtain and be somebody's turn to do corresponding second search of preferred search suggestion and advise " Liu De China film ", " Liu De China picture ", " Liu De China song " etc.At this, said search suggestion library both can be arranged in suggestion provides equipment 1, also can be arranged in the third party device that provides equipment 1 to be connected through network with this suggestion.
B) the preferred search suggestion that provides equipment 1 in step S401, to be obtained based on suggestion; Based on this historical conversion record, user who preferably searches for suggestion browse record, inquiry associative information, semantic analysis result or should preferred search suggestion in synonym and/or the near synonym etc. of keyword; This is preferably searched for suggestion mate extended operation, to obtain and should preferably search for the corresponding one or more second search suggestions of suggestion.For example:
1) in step S402, suggestion provides the historical conversion record of equipment 1 according to preferred search suggestion, and extended operation is mated in preferred search suggestion; At this; The historical conversion record of preferred search suggestion comprises the relevant transform sequence of the historical preferred search suggestion that use and current of a plurality of users; In step S402, suggestion provides equipment 1 to obtain said historical conversion record through the inquiry log such as search engine or other search equipments.For example, suppose in step S401 that the preferred search suggestion that suggestion provides equipment 1 to obtain user's selection is " apple "; In step S402; Suggestion provides equipment 1 from user's historical query record of search engine, obtains the historical conversion record of a plurality of users based on " apple ", comprises transform sequences such as " Apple Computers ", " apple notebook ", " apple port row "; These transform sequences as the second search suggestion, are preferably searched for suggestion with realization to this and mated extended operation.Preferably; Said historical conversion record can also comprise user's frequency of usage of said transform sequence; In step S402; Suggestion provides the user frequency of usage of equipment 1 according to these transform sequences, selects that user's frequency of usage satisfies frequency threshold value or the higher several transform sequences that sort, with as the said second search suggestion.
2) in step S402, suggestion provides equipment 1 according to the pairing user's browsing information of preferred search suggestion, and extended operation is mated in preferred search suggestion; At this; The pairing user's browsing information of preferred search suggestion comprises this and preferably searches for the anchor text of the Search Results of a plurality of user's historical viewings in the pairing Search Results of suggestion; And the page relevant information of the Search Results page pointed of these user's historical viewings, such as page title, content of pages, page type etc.; In step S402; Suggestion provides equipment 1 directly to obtain said user's browsing information through the inquiry log such as search engine or other search equipments; Perhaps elder generation obtains the Search Results that this preferably searches for the corresponding user's historical viewings of suggestion from the inquiry log of search engine or other search equipments; Again according to the Search Results of said user's historical viewings; Obtain corresponding user's browsing information from other third party devices, perhaps resolve the pairing page of Search Results of said user's historical viewings, to obtain corresponding user's browsing information.For example; Suppose that in step S401 the preferred search suggestion that suggestion provides equipment 1 to obtain user's selection is " in April, 2011 movie news ", in step S402; Suggestion provides equipment 1 according to should preferably searching for the pairing content of pages of Search Results of a plurality of user's historical viewings in the pairing Search Results of suggestion; Like " Rio shoot Niagara ", this is preferably searched for suggestion mate extended operation, obtain the corresponding second search suggestion " in April, 2011 movie news Rio shoot Niagara ".
3) in step S402, suggestion provides equipment 1 according to the pairing inquiry associative information of preferred search suggestion, and extended operation is mated in preferred search suggestion; At this, the inquiry associative information comprises the predetermined keyword that is associated with preferred search suggestion etc., is the movie star like preferred search suggestion, and its pairing predetermined inquiry associative information comprises film, picture etc.; Preferred search suggestion is video name, and its pairing predetermined inquiry associative information comprises video, online watch etc.; Further, preferred search suggestion is " movie star+film ", and its predetermined inquiry associative information is the movie name that this movie star is representative or search rate is higher; In step S402; Suggestion provides equipment 1 through modes such as semantic analysis, character string identification or database matching are carried out in preferred search suggestion; Whether detect this preferably searches for suggestion and satisfies and have the condition of predetermined inquiry associative information; Add predetermined inquiry associative information through this preferably being searched for suggestion again, mate extended operation, obtain the corresponding second search suggestion.For example; Suppose that in step S401 the preferred search suggestion that suggestion provides equipment 1 to obtain the user is " Liu Dehua ", in step S402; Suggestion provides equipment 1 to detect this and preferably searches for suggestion and comprise movie star's title; Then this is preferably searched for suggestion and add predetermined inquiry associative information, mate extended operation, obtain the second search suggestion " Liu De China film ", " Liu De China picture " etc.
4) in step S402, suggestion provides the semantic analysis result of equipment 1 according to preferred search suggestion, and extended operation is mated in preferred search suggestion; In step S402; Suggestion provides equipment 1 through such as directly obtaining the semantic analysis result that this preferably searches for suggestion from search engine or third party device; Perhaps this is preferably searched for suggestion and carry out semantic analysis, cut speech or character string identification etc., obtain corresponding semantic analysis result.For example; Suppose that in step S401 the preferred search suggestion that the user that suggestion provides equipment 1 to obtain selects is for " which plate P&G has ", in step S402; Suggestion provides 1 pair of equipment preferred search suggestion to carry out semantic analysis; Obtain corresponding semantic analysis result, as obtain keyword " P&G " and " under brand ", obtain the corresponding second search suggestion " brand under the P&G " in view of the above.
5) in step S402, suggestion provides synonym and/or the approximate speech of equipment 1 according to keyword in the preferred search suggestion, and extended operation is mated in preferred search suggestion; At this, synonym and/or the approximate speech of preferably searching for keyword in the suggestion comprise: preferably search for suggestion according to this, preset modes such as dictionary or open dictionary through inquiry, obtain and be somebody's turn to do corresponding synonym of keyword and/or near synonym in the preferred search suggestion; Perhaps, this is preferably searched for the keyword that obtains after the suggestion word segmentation processing, preset modes such as dictionary or open dictionary through inquiry, obtain and corresponding synonym of said keyword and/or near synonym.At this, said dictionary or the open dictionary of presetting comprises that the synonym of a plurality of entries and/or nearly benefit film showing penetrate; Saidly preset dictionary or open stock and be stored in suggestion equipment 1 is provided, or be stored in and search engine or other third party devices of advising providing equipment 1 to be connected through network.In step S402; Suggestion provide equipment 1 through according to preferably search for suggestion such as this, from search engine or other third party devices obtained should preferred search suggestion keyword, this is preferably searched for the keyword that the word segmentation processing gained is carried out in suggestion; Or its combination in any; In presetting dictionaries such as dictionary or open dictionary, inquire about, to obtain corresponding synonym and/or near synonym.For example; Suppose that in step S401 the preferred search suggestion that the user that suggestion provides equipment 1 to obtain selects is " all Dong Xin songs ", the keyword after its word segmentation processing is " Zhou Dong " and " new song "; Preset dictionary through inquiry; Obtain " Zhou Dong " corresponding synonym " Zhou Jielun ", in step S402, advise that providing equipment 1 according to this synonym this preferably to be searched for suggestion matees extended operation; As " Zhou Dong " is replaced with " Zhou Jielun ", obtain the corresponding second search suggestion " all Jie Lunxin songs ".
6) in step S402, suggestion provides equipment 1 based on above-mentioned multinomial arbitrarily to obtain the said second search suggestion; For example, in step S402, advise providing equipment 1 to reach the wherein synonym and/or the approximate speech of keyword, extended operation is mated in preferred search suggestion according to the inquiry associative information of preferred search suggestion; Connect example; In step S401, the preferred search suggestion that the user that suggestion provides equipment 1 to obtain selects is " all Dong Xin songs ", and the keyword after its word segmentation processing is " Zhou Dong " and " new song "; Preset dictionary through inquiry; Obtain " Zhou Dong " corresponding synonym " Zhou Jielun ", in step S402, advise that providing equipment 1 according to this synonym this preferably to be searched for suggestion matees extended operation; As " Zhou Dong " is replaced with " Zhou Jielun ", obtain the corresponding second search suggestion " all Jie Lunxin songs "; Simultaneously; In step S402; The preferred search suggestion that suggestion provides equipment 1 to detect after this replacement comprises singer's title, then this singer's title is added the inquiry associative information of being scheduled to, like " music ", " picture " etc.; Mate extended operation, obtain the second search suggestion " Zhou Jielun music ", " Zhou Jielun picture " etc.
Those skilled in the art will be understood that also the mode of above-mentioned coupling extended operation is merely for example; The mode of other coupling extended operations existing or that possibly occur from now on is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference.
In step S403, suggestion provides equipment 1 with at least one provides to said subscriber equipment in said one or more second search suggestions.Particularly; In step S403; Suggestion provides equipment 1 according to the one or more second search suggestions that in step S402, obtained; Adopt any known computing machine that the technological means of people's readable information is provided, for example screen display, loudspeaker plays etc. are with at least one provides to said subscriber equipment in said one or more second search suggestions.With the screen display is example; In step S403; Suggestion provides in one or more second search suggestions that equipment 1 will obtain at least one in step S402; With the form of combobox, suspension frame, left frame or right frame, provide to said subscriber equipment with form in certain sequence, supply the user to browse.For example, when the first search suggestion showed with the form of combobox, the user had selected a preferred search suggestion through hovering or clicking, and in step S401, what suggestion provided that equipment 1 obtained that the user selects should preferred search suggestion; In step S402, suggestion provides equipment 1 preferably to search for proposes match based on this and obtains one or more second search suggestions; Subsequently, in step S403, suggestion provides equipment 1 preferably to search for the left side or the right side of suggestion at this, with the form of left frame or right frame, represents in said one or more second search suggestion at least one.Preferably; When the said second search suggestion provides to subscriber equipment with the form of suspension frame; It can be opened automatically, also can be that the user opens through clicking certain button or button, and it can be to show in certain fixing zone of the page; Also can confirm that its window size can be regulated by user's setting or according to the position of browsing object.The number of the said second search suggestion can be default also can being set by the user, selects last one or the next second search suggestion through pressed special function keys by the user, and this special function keys for example can be "+" and "-", " ↑ " and " ↓ ".More preferably, the said second search suggestion can also be that mode with roll display offers the user.Those skilled in the art will be understood that the above-mentioned mode of the second search suggestion that provides is merely for example; Other existing or modes that the second search suggestion is provided that possibly occur from now on are as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion according to this and carry out matching treatment, obtain the second search suggestion and offer this user, for the user provides abundanter search suggestion; Make the user obtain bigger range of choice, promote its search experience.
Preferably, to provide between each step of equipment 1 be constant work in suggestion.Particularly; In step S401; Suggestion provides equipment 1 to continue to obtain the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input; In step S402, suggestion provides equipment 1 to continue to carry out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search; In step S403, suggestion provides equipment 1 to continue said one or more second search suggestions are provided to said subscriber equipment.At this; It will be understood by those skilled in the art that preferred search suggestion that " continuing " is meant suggestion to be provided each step of equipment 1 constantly to obtain the user respectively to select, this is preferably searched for suggestion carry out matching treatment and obtain the second search suggestion, the said second search suggestion is provided to subscriber equipment, provide equipment 1 to stop to obtain user-selected preferred search in a long time until this suggestion and advise.
Preferably, in step S410 (not shown), suggestion provides equipment 1 according to said preferred search suggestion and said one or more second search suggestions, sets up or upgrades said search suggestion library.Particularly; In step S402, extended operation is mated in the preferred search suggestion that suggestion provides 1 couple of user of equipment to select, subsequently; In step S410; Suggestion provides the mode of equipment 1 through database update, deposits the mapping relations of the one or more second search suggestions that obtained after the coupling extended operation and preferred search suggestion in the search suggestion library, to set up or to upgrade said search suggestion library.Preferably, in step S402, the preferred search suggestion that suggestion provides equipment 1 at first to select according to the user; In the search suggestion library, carry out matching inquiry, when coupling is advised less than second search, mate extended operation through this is preferably searched for suggestion again; Preferred search suggestion after the extended operation of acquisition coupling; Advise to search for as one or more second, further, in step S410; Suggestion provides equipment 1 to deposit said search suggestion library in through the mapping relations with the one or more second search suggestions that obtained after the said coupling extended operation and preferred search suggestion, to set up or to upgrade said search suggestion library.Those skilled in the art will be understood that the mode of above-mentioned more new search suggestion library is merely for example; The mode of other existing or more new search suggestion libraries that possibly occur from now on is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
Preferably, in step S402, suggestion provides equipment 1 according to said preferred search suggestion, and combines said user's user related information, carries out matching treatment, to obtain said one or more second search suggestion; Wherein, said user related information comprise following at least each:
-said user's input habit;
-said user's preference setting;
-said user's search history record;
-said user's regional feature information;
-said user's population characteristic information.
Particularly, in step S402, suggestion provides equipment 1 through matching inquiry in user information database or through obtaining mode such as IP address; Obtain this user's user related informations such as input habit, preference setting, search history record, regional feature information or population characteristic information; Then, in step S402, the preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; Combine above-mentioned one or any a plurality of user related information again; Carry out matching inquiry in search in the suggestion library, or this is preferably searched for suggestion mate extended operation, obtain with should the corresponding one or more second search suggestions of preferred search suggestion.At this, store user's user related information in the said user information database, this user information database both can be positioned at the subscriber equipment end, also can be arranged in the third party device that suggestion provides equipment 1 or provides equipment 1 to be connected through network with this suggestion.For example:
1) comprises said user's input habit when said user related information; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; The input habit that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.For example; In step S402; Suggestion provides equipment 1 through the searching user's information storehouse; The input habit that obtains the user is selected the Chinese search suggestion for input English character string, and then suggestion provides that equipment 1 is preferential in the search suggestion library inquires about corresponding Chinese search suggestion according to English preferred search proposes match that should be user-selected, or this is preferably searched for the preferential coupling of suggestion expands to Chinese search suggestion.
2) comprise said user's preference setting when said user related information; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; Combine this user's preference setting again, obtain and the preferably corresponding one or more second search suggestions of search suggestion.For example, the preference that the user is provided with in advance is a film, and the preferred search suggestion of then selecting as the user is " Liu Dehua "; In step S402, suggestion provides equipment 1 through searching user's information storehouse, the preference setting of obtaining this user; And combine this preference setting; The corresponding movie name of matching inquiry in the search suggestion library, or this is preferably searched for suggestion mate extended operation, second search suggestion such as " Liu De Huamo attacks ", " Liu De China Infernal Affairs " etc. obtained.
3) comprise said user's search history record when said user related information; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; The search history record that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.At this, user's search history record includes but not limited to that the user input query sequence is searched for, the user selects that a search suggestion is searched for, the user clicks the search history record that certain webpage is browsed.For example; User's search history record comprise this user once input inquiry sequence " Liu De China Infernal Affairs " search for; In step S402, suggestion provides equipment 1 through the searching user's information storehouse, obtains this user's search history record; When the preferred search suggestion of this user's selection was " Liu Dehua ", suggestion provided equipment 1 that this search sequence " Liu De China Infernal Affairs " is searched for suggestion as second.
4) comprise said user's regional feature information when said user related information; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; The regional feature information that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.Preferably, in step S402, the preferred search suggestion that suggestion provides equipment 1 to select according to the user; At first detect and should preferred search suggestion whether need add the ground domain information, for example, the preferred search suggestion that the user selects is " No. 18 bus "; In step S402, suggestion provides equipment 1 to preset modes such as dictionary through inquiry, detects this and preferably searches for suggestion and need add the ground domain information; Again through matching inquiry in user information database or through obtaining this user's IP address; Obtain this user's regional feature information, like Shanghai, subsequently; Suggestion provides 1 pair of equipment preferred search suggestion to mate extended operation, obtains the second search suggestion " No. 18 bus Shanghai ".
5) comprise said user's population characteristic information when said user related information; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; The population characteristic information that combines this user again obtains and the preferably corresponding one or more second search suggestions of search suggestion.At this, said user's population characteristic information includes but not limited to obtain in social networks good friend circle according to user-defined label, user.For example; User-defined label is " film "; The preferred search suggestion that the user selects is for " Liu Dehua ", and in step S402, suggestion provides the label " film " of equipment 1 through obtaining this user; And the behavior of searching for for the search subscriber of " film " input " Liu De China Infernal Affairs " according to other labels, coupling obtains the second search suggestion " Liu De China Infernal Affairs ".
6) in step S402; Suggestion provides equipment 1 to advise according to the preferred search that the user who in step S401, is obtained selects; The above-mentioned a plurality of or whole user related informations arbitrarily that combine this user again; Carry out matching inquiry in search in the suggestion library, or this is preferably searched for suggestion mate extended operation, obtain with should the corresponding one or more second search suggestions of preferred search suggestion.
Those skilled in the art will be understood that above-mentioned user related information is merely for example, and other user related informations existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this at this with way of reference as applicable to the present invention.Those skilled in the art will be understood that also the mode that above-mentioned combination user related information coupling obtains the second search suggestion is merely for example; The mode that other combination user related informations existing or that possibly occur from now on couplings obtain the second search suggestion is as applicable to the present invention; Also should be included in the protection domain of the present invention, and be contained in this with way of reference at this.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion and combine user related information to carry out matching treatment according to this; Obtain the second search suggestion and offer this user,, promote user's search experience for the user provides more rich personality search suggestion.
Preferably, in step S402, suggestion provides equipment 1 based on said preferred search suggestion, and combines said search sequence, carries out matching treatment, to obtain said one or more second search suggestion.Particularly; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; And the said search sequence that combines this user to import, in the search suggestion library, carry out matching inquiry or this preferably searched for suggestion mating extended operation, to obtain said one or more second search suggestion; Perhaps; In step S402; Suggestion provides equipment 1 respectively according to should preferably searching for suggestion and search sequence, in the search suggestion library, carries out matching inquiry or this is preferably searched for suggestion mating extended operation, obtains two search set of suggestions respectively; These two search set of suggestions are sought common ground, and the search suggestion during this is occured simultaneously is as said one or more second search suggestions.For example; The search sequence of user's input is " kxll "; The preferred search suggestion that the user selects is " Kangxu has come "; In step S402; The search set of suggestions that suggestion provides equipment 1 to obtain according to this search sequence " kxll " comprises search suggestions such as " Kangxu has come ", " Kangxu has come hold to live in elder sister ", " Kangxu has come 2011 ", comprises search suggestions such as " Kangxu has come 2011 ", " Kangxu has come model ice ice ", " Kangxu has come hold to live in elder sister " according to this search set of suggestions of preferably searching for suggestion " Kangxu has come " acquisition, in step S402; Suggestion provides equipment 1 that these two search set of suggestions are sought common ground, and obtains the second search suggestion " Kangxu has come hold to live in elder sister " and " Kangxu has come 2011 ".Preferably; In step S402, the preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained, and combine the search sequence of this user's input and this user's user related information; Carry out matching treatment, to obtain the said second search suggestion.At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; Preferably search for suggestion and combine user's search sequence to carry out matching treatment according to this; Obtain the second search suggestion and offer this user,, promote user's search experience for the user provides the abundanter suggestion of search more accurately.
Preferably, in step S402, suggestion provides equipment 1 according to said preferred search suggestion, and coupling obtains to advise corresponding one or more Search Results with said preferred search; Obtain the pairing page info of said one or more Search Results, to advise as said one or more second search; Wherein, said page info comprise following at least each:
The pairing page key words of-said Search Results;
The pairing URL of-said Search Results;
The pairing page thumbnails of-said Search Results.
Particularly; In step S402; The preferred search suggestion that suggestion provides equipment 1 to select according to the user who in step S401, is obtained; Through in the search index storehouse of the database of user side or network-side, carrying out matching inquiry, obtain with should the corresponding one or more Search Results of preferred search suggestion; And then; Through from the pairing page of said Search Results, summary or anchor text, extracting page key words, from said Search Results, obtaining the page infos such as page thumbnails of its corresponding uniform resource locator (URL) or the generation and the pairing page of said Search Results, these page infos are provided to said subscriber equipment as said one or more second search suggestions.For example; User's mutual through with subscriber equipment; Selected preferred search suggestion " Kangxu "; In step S401, suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected preferred search suggestion; Subsequently; In step S402; Suggestion provides equipment 1 according to should preferred search suggestion " Kangxu ", through in the search index storehouse of the database of user side or network-side, carrying out matching inquiry, obtain with should preferred search suggestion " Kangxu " corresponding Search Results " Kangxu * * encyclopaedia ", " Kangxu has come the online * of the watching * of variety high definition high definition video "; Then; In step S402, suggestion provides equipment 1 through the page analysis to the pairing page of mentioned above searching results, from the pairing page of Search Results " Kangxu * * encyclopaedia ", extracts keyword " Kangxu is profound firelight or sunlight "; From the pairing page of Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video ", extract keyword " Kangxu has come ", these two keywords " Kangxu is profound firelight or sunlight ", " Kangxu has come " are advised as second search.And for example, in step S402, URL (URL) http://baike.baidu.com/view/2682.htm and http://www.qiyi.com/zongyi/kxll.html that suggestion provides equipment 1 to extract above-mentioned two Search Results; Perhaps, obtain the page thumbnails of the pairing page of mentioned above searching results, to advise as said second search.Those skilled in the art will be understood that above-mentioned page info is merely for example, and other page infos existing or that possibly occur from now on also should be included in the protection domain of the present invention, and be contained in this at this with way of reference as applicable to the present invention.
At this; The present invention is through obtaining the preferred search suggestion that the user selects in the first search suggestion; This page info such as page key words, URL, page thumbnails of preferably searching for the pairing Search Results of suggestion is offered this user; For the user provides the abundanter suggestion of search intuitively, promote user's search experience.
Fig. 5 illustrate in accordance with a preferred embodiment of the present invention be used to provide the method flow diagram with the corresponding search of search sequence suggestion; Wherein, step S501-S503 is identical or basic identical with corresponding step S401-S403 shown in Figure 4 respectively, so locate to repeat no more, and mode by reference is contained in this.
Wherein, in step S504, suggestion provides equipment 1 to obtain the said search sequence of said user through said subscriber equipment input.Particularly; User's mutual through with subscriber equipment; Such as through keyboard, mouse, telepilot, touch pad or hand-written equipment, input inquiry sequence in the input frame of browser software, application program or client software or search box is in step S504; Suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain the search sequence of this user's input.For example; User's mutual through with subscriber equipment; Input inquiry sequence " kx " in the search box of browser; In step S504, suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain the search sequence " kx " of this user's input.
In step S505, suggestion provides equipment 1 to carry out matching treatment according to said search sequence, to obtain and the corresponding one or more candidate search suggestions of said search sequence.Particularly; In step S505; Suggestion provides equipment 1 according to the search sequence of in step S504, being obtained, and matees extended operation through search suggestion library coupling or to this search sequence, obtains and the corresponding one or more candidate search suggestions of this search sequence.Connect example, in step S505, suggestion provides equipment 1 according to this search sequence " kx ", and coupling obtains candidates such as " Kangxu ", " kxll ", " kx forum ", " Kangxu has come " and searches for suggestion.Preferably; In step S505, suggestion provides equipment 1 according to said search sequence, through such as the phonetic in this search sequence being converted into Chinese character, this search sequence being carried out error correction, this search sequence is gone redundancy etc.; To obtain pretreated search sequence; According to this pretreated search sequence, match query or this search sequence mated extended operation in the search suggestion library obtains and the corresponding one or more candidate search suggestions of this search sequence; Further; In step S505; The user related informations such as input habit, preference setting, search history record, regional feature information or population characteristic information that suggestion provides equipment 1 can also combine said user; Mate extended operation through search suggestion library coupling or to this search sequence, obtain and the corresponding one or more candidate search suggestions of this search sequence.
In step S506, suggestion provides equipment 1 that said one or more candidate search suggestions are provided to said subscriber equipment, to advise as said one or more first search.Particularly; In step S506, suggestion provides equipment 1 according to the one or more candidate search suggestions that in step S505, obtained, and adopts any known computing machine that the technological means of people's readable information is provided; For example screen display, loudspeaker plays etc.; Said one or more candidate search suggestions are provided to said subscriber equipment, to advise that as said one or more first search the confession user browses and selects.With the screen display is example; In step S506; One or more candidate search suggestions that suggestion provides equipment 1 in step S505, to obtain with forms such as combobox, suspension frames, provide to said subscriber equipment with form in certain sequence; To advise that as said one or more first search the confession user browses and selects.Preferably; When said one or more first search suggestions provide to subscriber equipment with the form of suspension frame; It can be opened automatically, also can be that the user opens through clicking certain button or button, and it can be to show in certain fixing zone of the page; Also can confirm that its window size can be regulated by user's setting or according to the position of browsing object.The number of the said first search suggestion can be default also can being set by the user, shows last one or the next first search suggestion through pressed special function keys by the user, and this special function keys for example can be "+" and "-", " ↑ " and " ↓ ".More preferably, the said first search suggestion can also be that mode with roll display offers the user.
Subsequently, in step S501, suggestion provides equipment 1 to obtain the said preferred search suggestion that said user selects from said one or more first search suggestions.At this; In step S501, suggestion provides among operating process that equipment 1 obtains the preferred search suggestion that the user selects and Fig. 4 embodiment and advises providing the operating process of equipment 1 in step S401 basic identical, for for simplicity; Repeat no more, and mode by reference is contained in this here.
Preferably; In step S511; Suggestion provides 1 pair of said one or more candidate search suggestion of equipment to carry out clustering processing, to obtain one or more search suggestion classes and to advise type corresponding one or more cluster seeking suggestions with said one or more search respectively; Subsequently, in step S506, suggestion provides equipment 1 that said one or more cluster seeking suggestions are provided to said subscriber equipment, to advise as said one or more first search; Then, in step S502, suggestion provides equipment 1 according to said preferred search suggestion, advises carrying out matching inquiry in the pairing search suggestion class in said preferred search, to obtain said one or more second search suggestion.Particularly; In step S505, suggestion provides equipment 1 to obtain one or more candidate search suggestions according to the search sequence coupling of user's input, in step S511; Suggestion provides equipment 1 through partitioning, stratification, based on the algorithm of density, based on the algorithm of grid or based on the algorithm of model; Clustering processing is carried out in these one or more candidate search suggestions, to obtain one or more search suggestion classes, then; Through from these one or more search suggestion classes, choosing one or more candidate search suggestions at random or by certain rule; With as the cluster seeking suggestion, perhaps, the cluster attribute of these one or more search suggestion classes is advised as said cluster seeking; Subsequently, in step S506, suggestion provides equipment 1 that these one or more cluster seeking suggestions are provided to said subscriber equipment, to advise that as said one or more first search the confession user browses and selects; Then; In step S502; Suggestion provides equipment 1 to search for the preferred search of selecting the suggestion according to the user from said one or more first and advises, preferably searches in the pairing search suggestion of the suggestion class at this and carries out matching inquiry at random or by certain rule, to obtain said one or more second search suggestion; As select clicking rate, search rate is higher or the candidate search of satisfied certain threshold value suggestion, with as said one or more second search suggestions.
For example; The search sequence of user's input is " liu "; In step S505; Suggestion provides equipment 1 according to this search sequence " liu ", and coupling obtains a plurality of candidate search suggestions such as " Liu Dehua ", " Liu De China film ", " the also luxuriant and rich with fragrance the legend of condor hero of Liu ", " Liu De China music ", " the also luxuriant and rich with fragrance film of Liu "; In step S511; Suggestion provides equipment 1 that clustering processing is carried out in these a plurality of candidate search suggestions; To obtain two search suggestion classes; Wherein one type comprises candidate search suggestion " Liu Dehua ", " Liu De China film " and " Liu De China music ", and the another kind of candidate search that comprises is advised " the also luxuriant and rich with fragrance the legend of condor hero of Liu " and " the also luxuriant and rich with fragrance film of Liu ", then; Suggestion provides equipment 1 to advise that from first search selection candidate search suggestion " Liu Dehua " is searched for the cluster attribute " Liu Yifei " of advising class with second and advised as cluster seeking as the cluster seeking suggestion the class; Subsequently, in step S506, suggestion provides equipment 1 these two cluster seeking suggestions " Liu Dehua " and " Liu Yifei " to provide to said subscriber equipment, to advise that as said first search confession user browses and selects; When the user has selected " Liu Dehua " as preferred search suggestion; In step S502; Suggestion provides equipment 1 according to being somebody's turn to do preferred search suggestion " Liu Dehua ", preferably searches for to mate in the pairing search suggestion of the suggestion class at this to obtain " Liu De China film ", " Liu De China music " as the said second search suggestion.
Fig. 6 illustrates and is used to provide the method flow diagram with the corresponding search of search sequence suggestion according to another preferred embodiment of the present invention; Wherein, step S601-S603 is identical or basic identical with corresponding step S401-S403 shown in Figure 4 respectively, so locate to repeat no more, and mode by reference is contained in this.
Wherein, in step S607, suggestion provides equipment 1 to obtain the query search suggestion that the user selects from said one or more second search suggestions.Particularly; User's mutual through with subscriber equipment through clicking, slide or modes such as double-click, selected one second search suggestion in the one or more second search suggestions that offer the user; To advise as query search; In step S607, suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected query search suggestion.
In step S608, suggestion provides equipment 1 to advise according to said query search, in the search index storehouse, carries out matching inquiry, with the final Search Results that obtains to be complementary with said query search suggestion.Particularly, in step S608, the query search suggestion that suggestion provides equipment 1 to select according to the user who in step S607, is obtained for example through in the search index storehouse, carrying out matching inquiry, obtains the final Search Results that is complementary with said query search suggestion.For example; User's mutual through with subscriber equipment; In the second search suggestion, selected one second search suggestion " Kangxu has come ", as the query search suggestion, in step S607; Suggestion provide equipment 1 through calling this subscriber equipment application programming interfaces (API) or through such as dynamic web page techniques such as JSP, ASP or PHP, obtain this user-selected query search suggestion " Kangxu has come "; Subsequently; In step S608; Suggestion provides equipment 1 according to this query search suggestion; In the search index storehouse, carry out matching inquiry, the final Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video " that acquisition and this query search suggestion " Kangxu has come " are complementary, " Kangxu has come audio-visual amusement * * net " etc.
In step S609, suggestion provides equipment 1 that said final Search Results is provided to said subscriber equipment.Particularly; In step S609; Suggestion provides equipment 1 according to the final Search Results that in step S608, is obtained; Through such as dynamic web page techniques such as JSP, ASP or PHP, said final Search Results is provided to said subscriber equipment at random or in certain sequence, the confession user selects and browses.Connect example; In step S608; Suggestion provides equipment 1 according to this query search suggestion " Kangxu has come ", in the search index storehouse, carries out matching inquiry, obtains final Search Results " Kangxu has come the online * of the watching * of variety high definition high definition video ", " Kangxu has come audio-visual amusement * * net " etc.; Subsequently, in step S609, suggestion provides equipment 1 through such as dynamic web page techniques such as JSP, ASP or PHP, and said final Search Results is provided to said subscriber equipment, and the confession user selects and browses.Preferably, in step S609, suggestion provides the priority of equipment 1 according to said final Search Results, will provide to said subscriber equipment with the final Search Results that said query search suggestion is complementary.
At this, the present invention provides corresponding final Search Results to the user according to the query search suggestion that the user selects in the second search suggestion, makes the user obtain more accurately, more to meet the final Search Results of its demand, has improved user's search experience.
To those skilled in the art, obviously the invention is not restricted to the details of above-mentioned example embodiment, and under the situation that does not deviate from spirit of the present invention or essential characteristic, can realize the present invention with other concrete form.Therefore; No matter from which point; All should regard embodiment as exemplary; And be nonrestrictive, scope of the present invention is limited accompanying claims rather than above-mentioned explanation, therefore is intended to the implication of the equivalents that drops on claim and all changes in the scope are included in the present invention.Should any Reference numeral in the claim be regarded as limit related claim.In addition, obviously other unit or step do not got rid of in " comprising " speech, and odd number is not got rid of plural number.A plurality of unit of stating in the device claim or device also can be realized through software or hardware by a unit or device.The first, the second word such as grade is used for representing title, and does not represent any specific order.

Claims (22)

1. one kind by the computer implemented method that is used to provide with the corresponding search suggestion of search sequence, and wherein, this method comprises:
A obtains the user through subscriber equipment selected preferred search suggestion in one or more first search suggestions, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input;
B carries out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search;
C is with at least one provides to said subscriber equipment in said one or more second search suggestions.
2. method according to claim 1, wherein, said step b comprises:
-based on said preferred search suggestion, in the search suggestion library, carry out matching inquiry, to obtain said one or more second search suggestion.
3. method according to claim 1 and 2, wherein, said step b comprises:
-extended operation is mated in said preferred search suggestion, to obtain said one or more second search suggestion.
4. method according to claim 3, wherein, said coupling extended operation based on following at least each to obtain said one or more second search suggestion:
The historical conversion record of-said preferred search suggestion;
-said preferred search advises that pairing user browses record;
Pairing inquiry associative information is advised in-said preferred search;
The semantic analysis result of-said preferred search suggestion;
The synonym and/or the near synonym of keyword in-the said preferred search suggestion.
5. according to each described method in the claim 2 to 4, wherein, claim 3 comprises the described method of claim 2, and wherein, this method also comprises:
-according to said preferred search suggestion and said one or more second search suggestions, set up or upgrade said search suggestion library.
6. according to each described method in the claim 1 to 5, wherein, said step b comprises:
-advise based on said preferred search, and combine said user's user related information, carry out matching treatment, to obtain said one or more second search suggestion;
Wherein, said user related information comprise following at least each:
-said user's input habit;
-said user's preference setting;
-said user's search history record;
-said user's regional feature information;
-said user's population characteristic information.
7. according to each described method in the claim 1 to 6, wherein, said step b comprises:
-based on said preferred search suggestion, and combine said search sequence, carry out matching treatment, to obtain said one or more second search suggestion.
8. according to each described method in the claim 1 to 7, wherein, said step b comprises:
-according to said preferred search suggestion, coupling obtains to advise corresponding one or more Search Results with said preferred search;
-obtain the pairing page info of said one or more Search Results, to advise as said one or more second search;
Wherein, said page info comprise following at least each:
The pairing page key words of-said Search Results;
The pairing URL of-said Search Results;
The pairing page thumbnails of-said Search Results.
9. method according to claim 1, wherein, this method also comprises:
-obtain the said search sequence of said user through the input of said subscriber equipment;
-carry out matching treatment according to said search sequence, to obtain and the corresponding one or more candidate search suggestions of said search sequence;
X provides said one or more candidate search suggestions to said subscriber equipment, to advise as said one or more first search;
Wherein, said step a comprises:
-obtain said user to search for the said preferred search suggestion of selecting the suggestion from said one or more first.
10. method according to claim 9, wherein, this method also comprises:
-clustering processing is carried out in said one or more candidate search suggestions, to obtain one or more search suggestion classes and to advise type corresponding one or more cluster seeking suggestions with said one or more search respectively;
Wherein, said step x comprises:
-said one or more cluster seeking suggestions are provided to said subscriber equipment, to advise as said one or more first search;
Wherein, said step b comprises:
-according to said preferred search suggestion, advise carrying out matching inquiry in the pairing search suggestion class, to obtain said one or more second search suggestion in said preferred search.
11. according to each described method in the claim 1 to 10, wherein, this method also comprises:
-obtain the user to search for the query search suggestion of selecting the suggestion from said one or more second;
-according to said query search suggestion, in the search index storehouse, carry out matching inquiry, with the final Search Results that obtains to be complementary with said query search suggestion;
-said final Search Results is provided to said subscriber equipment.
12. one kind is used to provide the suggestion with the corresponding search suggestion of search sequence that equipment is provided, wherein, this equipment comprises:
The suggestion deriving means is used for obtaining the user and advises in the selected preferred search of one or more first search suggestions through subscriber equipment, and wherein, said one or more first search suggestions are corresponding with the search sequence of said user's input;
The proposes match device is used for carrying out matching treatment according to said preferred search suggestion, to obtain advising corresponding one or more second search suggestion with said preferred search;
First generator is used for said one or more second search are advised that at least one provides to said subscriber equipment.
13. suggestion according to claim 12 provides equipment, wherein, said proposes match device is used for:
-based on said preferred search suggestion, in the search suggestion library, carry out matching inquiry, to obtain said one or more second search suggestion.
14. according to claim 12 or 13 described suggestions equipment is provided, wherein, said proposes match device is used for:
-extended operation is mated in said preferred search suggestion, to obtain said one or more second search suggestion.
15. suggestion according to claim 14 provides equipment, wherein, said coupling extended operation based on following at least each to obtain said one or more second search suggestion:
The historical conversion record of-said preferred search suggestion;
-said preferred search advises that pairing user browses record;
Pairing inquiry associative information is advised in-said preferred search;
The semantic analysis result of-said preferred search suggestion;
The synonym and/or the near synonym of keyword in-the said preferred search suggestion.
16. according to each described suggestion in the claim 13 to 15 equipment is provided, wherein, claim 14 comprises that the described suggestion of claim 13 provides equipment, wherein, this equipment also comprises:
Updating device is used for according to said preferred search suggestion and said one or more second search suggestions, sets up or upgrades said search suggestion library.
17. according to each described suggestion in the claim 12 to 16 equipment is provided, wherein, said proposes match device is used for:
-advise based on said preferred search, and combine said user's user related information, carry out matching treatment, to obtain said one or more second search suggestion;
Wherein, said user related information comprise following at least each:
-said user's input habit;
-said user's preference setting;
-said user's search history record;
-said user's regional feature information;
-said user's population characteristic information.
18. according to each described suggestion in the claim 12 to 17 equipment is provided, wherein, said proposes match device is used for:
-based on said preferred search suggestion, and combine said search sequence, carry out matching treatment, to obtain said one or more second search suggestion.
19. according to each described suggestion in the claim 12 to 18 equipment is provided, wherein, said proposes match device is used for:
-according to said preferred search suggestion, coupling obtains to advise corresponding one or more Search Results with said preferred search;
-obtain the pairing page info of said one or more Search Results, to advise as said one or more second search;
Wherein, said page info comprise following at least each:
The pairing page key words of-said Search Results;
The pairing URL of-said Search Results;
The pairing page thumbnails of-said Search Results.
20. suggestion according to claim 12 provides equipment, wherein, this equipment also comprises:
The sequence deriving means is used to obtain the said search sequence of said user through said subscriber equipment input;
The sequences match device is used for carrying out matching treatment according to said search sequence, to obtain and the corresponding one or more candidate search suggestions of said search sequence;
Second generator is used for said one or more candidate search suggestions are provided to said subscriber equipment, to advise as said one or more first search;
Wherein, said suggestion deriving means is used for:
-obtain said user to search for the said preferred search suggestion of selecting the suggestion from said one or more first.
21. suggestion according to claim 20 provides equipment, wherein, this equipment also comprises:
Clustering apparatus is used for clustering processing is carried out in said one or more candidate search suggestions, to obtain one or more search suggestion classes and to advise type corresponding one or more cluster seeking suggestions with said one or more search respectively;
Wherein, said second generator is used for:
-said one or more cluster seeking suggestions are provided to said subscriber equipment, to advise as said one or more first search;
Wherein, said proposes match device is used for:
-according to said preferred search suggestion, advise carrying out matching inquiry in the pairing search suggestion class, to obtain said one or more second search suggestion in said preferred search.
22. according to each described suggestion in the claim 12 to 21 equipment is provided, wherein, this equipment also comprises:
The inquiry deriving means is used for obtaining the query search suggestion that the user selects from said one or more second search suggestions;
The search inquiry device is used in the search index storehouse, carrying out matching inquiry according to said query search suggestion, with the final Search Results that obtains to be complementary with said query search suggestion;
Generator is used for said final Search Results is provided to said subscriber equipment as a result.
CN 201110312229 2011-10-14 2011-10-14 Method and equipment for providing searching suggestions corresponding to query sequence Active CN102368262B (en)

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Cited By (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102902753A (en) * 2012-09-20 2013-01-30 北京奇虎科技有限公司 Method and device for complementing search terms and establishing individual interest models
CN103049495A (en) * 2012-12-07 2013-04-17 百度在线网络技术（北京）有限公司 Method, device and equipment for providing searching advice corresponding to inquiring sequence
CN103092956A (en) * 2013-01-17 2013-05-08 上海交通大学 Method and system for topic keyword self-adaptive expansion on social network platform
CN103383701A (en) * 2013-07-12 2013-11-06 北京小米科技有限责任公司 Information retrieving method, device and terminal
CN103426089A (en) * 2012-05-17 2013-12-04 纽海信息技术（上海）有限公司 Commodity shopping guide system and method
CN103455499A (en) * 2012-05-29 2013-12-18 北京百度网讯科技有限公司 Method and system for automatically matching search types according to search terms in mobile terminal
CN103514299A (en) * 2013-10-18 2014-01-15 北京奇虎科技有限公司 Information searching method and device
WO2014012465A1 (en) * 2012-07-18 2014-01-23 Tencent Technology (Shenzhen) Company Limited Method and system for searching on mobile terminal
CN103577426A (en) * 2012-07-24 2014-02-12 百度在线网络技术（北京）有限公司 Method, device and system for providing additional application messages of searching suggestion
CN103678362A (en) * 2012-09-13 2014-03-26 深圳市世纪光速信息技术有限公司 Search method and search system
CN104035966A (en) * 2014-05-16 2014-09-10 百度在线网络技术（北京）有限公司 Method and device for providing extended search terms
CN104050164A (en) * 2013-03-11 2014-09-17 北京百度网讯科技有限公司 Processing method and equipment of input information
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CN104933100A (en) * 2015-05-28 2015-09-23 北京奇艺世纪科技有限公司 Keyword recommendation method and device
CN105138576A (en) * 2015-07-29 2015-12-09 百度在线网络技术（北京）有限公司 Method and apparatus used for providing recommended input sequence in mobile search
CN105426535A (en) * 2015-12-18 2016-03-23 北京奇虎科技有限公司 Searching method and device based on searching tips
CN105574040A (en) * 2014-10-16 2016-05-11 高德软件有限公司 Query string paraphrasing method and equipment
CN106682012A (en) * 2015-11-06 2017-05-17 阿里巴巴集团控股有限公司 Commodity object information searching method and device
CN107562756A (en) * 2016-07-01 2018-01-09 阿里巴巴集团控股有限公司 A kind of method and apparatus for determining object information
US10042896B2 (en) 2014-03-21 2018-08-07 Alibaba Group Holding Limited Providing search recommendation
CN108984674A (en) * 2018-07-02 2018-12-11 上海哔哩哔哩科技有限公司 Web site contents searching method, device and storage medium based on selected text
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CN111213212A (en) * 2017-08-14 2020-05-29 皇家飞利浦有限公司 System and method for generating query suggestions reflecting groups
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060218146A1 (en) * 2005-03-28 2006-09-28 Elan Bitan Interactive user-controlled relevance ranking of retrieved information in an information search system
US20060253427A1 (en) * 2005-05-04 2006-11-09 Jun Wu Suggesting and refining user input based on original user input
US20090019002A1 (en) * 2007-07-13 2009-01-15 Medio Systems, Inc. Personalized query completion suggestion
CN101566997A (en) * 2008-02-13 2009-10-28 富士通株式会社 Determining words related to given set of words
CN101689271A (en) * 2007-05-31 2010-03-31 艾玛迪斯股份有限公司 Search technique or relative improvement
CN102262660A (en) * 2011-07-15 2011-11-30 北京百度网讯科技有限公司 Method and device implemented by computer and used for obtaining search result

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060218146A1 (en) * 2005-03-28 2006-09-28 Elan Bitan Interactive user-controlled relevance ranking of retrieved information in an information search system
US20060253427A1 (en) * 2005-05-04 2006-11-09 Jun Wu Suggesting and refining user input based on original user input
CN101689271A (en) * 2007-05-31 2010-03-31 艾玛迪斯股份有限公司 Search technique or relative improvement
US20090019002A1 (en) * 2007-07-13 2009-01-15 Medio Systems, Inc. Personalized query completion suggestion
CN101566997A (en) * 2008-02-13 2009-10-28 富士通株式会社 Determining words related to given set of words
CN102262660A (en) * 2011-07-15 2011-11-30 北京百度网讯科技有限公司 Method and device implemented by computer and used for obtaining search result

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103426089A (en) * 2012-05-17 2013-12-04 纽海信息技术（上海）有限公司 Commodity shopping guide system and method
CN103455499A (en) * 2012-05-29 2013-12-18 北京百度网讯科技有限公司 Method and system for automatically matching search types according to search terms in mobile terminal
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WO2014012465A1 (en) * 2012-07-18 2014-01-23 Tencent Technology (Shenzhen) Company Limited Method and system for searching on mobile terminal
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CN103577426A (en) * 2012-07-24 2014-02-12 百度在线网络技术（北京）有限公司 Method, device and system for providing additional application messages of searching suggestion
CN103678362A (en) * 2012-09-13 2014-03-26 深圳市世纪光速信息技术有限公司 Search method and search system
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CN103049495A (en) * 2012-12-07 2013-04-17 百度在线网络技术（北京）有限公司 Method, device and equipment for providing searching advice corresponding to inquiring sequence
CN103092956B (en) * 2013-01-17 2016-02-10 上海交通大学 The method and system that in social network-i i-platform, topic keyword self-adaptation expands
CN103092956A (en) * 2013-01-17 2013-05-08 上海交通大学 Method and system for topic keyword self-adaptive expansion on social network platform
CN104050164A (en) * 2013-03-11 2014-09-17 北京百度网讯科技有限公司 Processing method and equipment of input information
CN103383701A (en) * 2013-07-12 2013-11-06 北京小米科技有限责任公司 Information retrieving method, device and terminal
CN103514299A (en) * 2013-10-18 2014-01-15 北京奇虎科技有限公司 Information searching method and device
CN104699694B (en) * 2013-12-04 2019-08-23 腾讯科技（深圳）有限公司 Prompt information acquisition methods and device
CN104699694A (en) * 2013-12-04 2015-06-10 腾讯科技（深圳）有限公司 Prompt message acquiring method and device
US10042896B2 (en) 2014-03-21 2018-08-07 Alibaba Group Holding Limited Providing search recommendation
CN104035966B (en) * 2014-05-16 2017-12-26 百度在线网络技术（北京）有限公司 A kind of method and apparatus that expanded search item is provided
CN104035966A (en) * 2014-05-16 2014-09-10 百度在线网络技术（北京）有限公司 Method and device for providing extended search terms
CN105574040A (en) * 2014-10-16 2016-05-11 高德软件有限公司 Query string paraphrasing method and equipment
CN105574040B (en) * 2014-10-16 2020-04-10 高德软件有限公司 Synonymy transformation method and equipment for query string
CN104933100B (en) * 2015-05-28 2018-05-04 北京奇艺世纪科技有限公司 keyword recommendation method and device
CN104933100A (en) * 2015-05-28 2015-09-23 北京奇艺世纪科技有限公司 Keyword recommendation method and device
CN105138576A (en) * 2015-07-29 2015-12-09 百度在线网络技术（北京）有限公司 Method and apparatus used for providing recommended input sequence in mobile search
CN106682012A (en) * 2015-11-06 2017-05-17 阿里巴巴集团控股有限公司 Commodity object information searching method and device
CN105426535A (en) * 2015-12-18 2016-03-23 北京奇虎科技有限公司 Searching method and device based on searching tips
CN107562756A (en) * 2016-07-01 2018-01-09 阿里巴巴集团控股有限公司 A kind of method and apparatus for determining object information
CN111213212A (en) * 2017-08-14 2020-05-29 皇家飞利浦有限公司 System and method for generating query suggestions reflecting groups
CN110020148A (en) * 2017-11-29 2019-07-16 北京搜狗科技发展有限公司 A kind of information recommendation method, device and the device for information recommendation
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