CN104063454A - Search push method and device for mining user demands - Google Patents
Search push method and device for mining user demands Download PDFInfo
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- CN104063454A CN104063454A CN201410289177.8A CN201410289177A CN104063454A CN 104063454 A CN104063454 A CN 104063454A CN 201410289177 A CN201410289177 A CN 201410289177A CN 104063454 A CN104063454 A CN 104063454A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The embodiment of the invention provides a search push method and device for mining user demands. The method comprises the following steps: when a first search keyword input by a current user is received, encapsulating the first search keyword in a search request; sending the search request to a search engine; receiving one or more pieces of push information which are matched with one or more second search keywords relevant to the first search keyword searched on the basis of group user demand information counted by means of group user relevant search history behavior and are returned by the search engine. According to the embodiment of the invention, repeated manual filtering of information by the user is avoided, the search efficiency is increased, and meanwhile resources occupied by a server and electronic equipment are reduced.
Description
Technical field
The present invention relates to search technique field, particularly relate to a kind of search method for pushing of digging user demand and a kind of search pusher of digging user demand.
Background technology
Along with developing rapidly of network, the network information sharply increases, and has comprised a large amount of information, and user, in order to find required disease information in the network information of magnanimity, uses search engine search conventionally.
Especially in the search based on mobile device, because mobile device is generally the personal effects, carry, generally only have a user and use, therefore, the information inquiry demand based on mobile device is larger.
But, in the search of great majority based on mobile device, can not better meet user's demand.
Particularly, find by user journal behavior, after a searched key word of most users retrieval, in the time meeting current demand or not meeting current demand, all may change relevant searched key word (the similar or degree of depth relevant search keyword with current search keyword) searches for, for example search for pork braised in brown sauce, then retrieve the good restaurant that pork braised in brown sauce is cooked; Search weather, then retrieval is applicable to that what to wear etc., causes inputting that cost is large and path is longer.For this phenomenon, can solve most mobile subscriber's search experience in conjunction with existing technology.
Due to mobile device search box and the restriction of interface of input method size, cause user in input frame, to write searched key word and extremely bother, cause the input cost of search larger, especially, in the time that user changes demand, this phenomenon is comparatively obvious.
And due to the screen size restriction of mobile device, the webpage of Search Results is very large, user often need to drag webpage and just can check, operation is trouble very, and user experiences very poor.
In network the speed of information increase and people to obtain contradiction between information needed ability more and more outstanding, excessive information makes user will carry out loaded down with trivial details artificial filtration in search information, not only expend plenty of time and energy, and take the resource of a large amount of mobile device and search engine, take a large amount of network bandwidths, the search efficiency of information is very low.
Summary of the invention
In view of the above problems, the present invention has been proposed to provide a kind of search method for pushing of a kind of digging user demand that overcomes the problems referred to above or address the above problem at least in part and the search pusher of corresponding a kind of digging user demand.
According to one aspect of the present invention, a kind of search method for pushing of digging user demand is provided, comprising:
In the time receiving the first searched key word of active user's input, described the first searched key word is encapsulated in searching request;
Described searching request is sent to search engine;
Receive the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
Alternatively, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
Alternatively, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word, using basic participle as the first searched key word, using described suggestion word as the second searched key word.
Alternatively, described pushed information obtains in the following manner:
Search the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
Alternatively, described pushed information is arranged in based on described the first searched key word inquires about obtained search result web page, and described search result web page generates in the following manner:
Described pushed information is generated to the data block object mating with current device;
Clicking the frequency according to the history of described pushed information sorts to described data block object;
To sort described in preceding one or more data block object embedding in search result web page.
According to a further aspect in the invention, provide a kind of search pusher of digging user demand, having comprised:
Searching request package module, is suitable for, in the time receiving the first searched key word of active user's input, described the first searched key word being encapsulated in searching request;
Searching request sending module, is suitable for described searching request to send to search engine;
Pushed information receiver module, be suitable for receiving the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
Alternatively, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
Alternatively, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word, using basic participle as the first searched key word, using described suggestion word as the second searched key word.
Alternatively, described pushed information obtains in the following manner:
Search the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
Alternatively, described pushed information is arranged in based on described the first searched key word inquires about obtained search result web page, and described search result web page generates in the following manner:
Described pushed information is generated to the data block object mating with current device;
Clicking the frequency according to the history of described pushed information sorts to described data block object;
To sort described in preceding one or more data block object embedding in search result web page.
The embodiment of the present invention is encapsulated into the first searched key word that receives active user's input in searching request, and send to search engine, and then receive the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word, avoid user to repeat the artificial filtration of information, improve the efficiency of search, reduced the resource occupation of server and electronic equipment simultaneously.
In embodiments of the present invention pushed information is generated to the data block object mating with current device, to adapt to the screen specification of current electronic device, especially for mobile device, make user carry out part and browse without dragging webpage, greatly improve the simplicity of browse operation.
In the embodiment of the present invention to push in the preceding one or more data block object embedding search result web page that sorts, push the information that has met most user's request according to Sort Priority, reduce the step that most of user repeats search, avoid most of user to repeat the artificial filtration of information, further reduced the resource occupation of searching plain engine simultaneously, and, further improve the efficiency of search.
Above-mentioned explanation is only the general introduction of technical solution of the present invention, in order to better understand technological means of the present invention, and can be implemented according to the content of instructions, and for above and other objects of the present invention, feature and advantage can be become apparent, below especially exemplified by the specific embodiment of the present invention.
Brief description of the drawings
By reading below detailed description of the preferred embodiment, various other advantage and benefits will become cheer and bright for those of ordinary skill in the art.Accompanying drawing is only for the object of preferred implementation is shown, and do not think limitation of the present invention.And in whole accompanying drawing, represent identical parts by identical reference symbol.In the accompanying drawings:
Fig. 1 shows the flow chart of steps of a kind of according to an embodiment of the invention search method for pushing embodiment of digging user demand;
Fig. 2 shows a kind of exemplary plot of pushed information according to an embodiment of the invention;
Fig. 3 A to Fig. 3 B shows a kind of exemplary plot of pushed information according to an embodiment of the invention;
Fig. 4 A to Fig. 4 B shows a kind of exemplary plot of pushed information according to an embodiment of the invention; And
Fig. 5 shows the structured flowchart of the search pusher embodiment that plants according to an embodiment of the invention digging user demand.
Embodiment
Exemplary embodiment of the present disclosure is described below with reference to accompanying drawings in more detail.Although shown exemplary embodiment of the present disclosure in accompanying drawing, but should be appreciated that and can realize the disclosure and the embodiment that should do not set forth limits here with various forms.On the contrary, it is in order more thoroughly to understand the disclosure that these embodiment are provided, and can be by the those skilled in the art that conveys to complete the scope of the present disclosure.
With reference to Fig. 1, show the flow chart of steps of a kind of according to an embodiment of the invention search method for pushing embodiment of digging user demand, specifically can comprise the steps:
Step 101, in the time receiving the first searched key word of active user's input, is encapsulated into described the first searched key word in searching request;
In specific implementation, user can be from any electronic equipment access search engine, this electronic equipment specifically can comprise mobile device, for example mobile phone, PDA (Personal Digital Assistant, personal digital assistant), laptop computer, palm PC etc., also can comprise fixed equipment, for example personal computer, intelligent television etc.
These electronic equipments can support to comprise the operating system of Android (Android), IOS, WindowsPhone or windows etc., conventionally can move by the application program of browser or the built-in miniature browser of internet access webpage.
In the optional example of one of the embodiment of the present invention; user can open the webpage at search engine place in the application program of browser or built-in miniature browser; in this webpage, conventionally can comprise search box, user can be in this search box inputted search keyword.
In the optional example of another kind of the embodiment of the present invention, search plug-in unit (plug-ins can be installed in the application program of browser or built-in miniature browser, can be by carrying out alternately with search engine, in the application program of browser or built-in miniature browser, increase function of search), this search plug-in unit can provide search box, user can be in this search box inputted search keyword.
Wherein, browser can refer to show the file in Website server or file system, and allows user's a kind of application program of a little file interactions therewith; And search engine can refer to from network gather information, after certain arrangement, offer the system that user inquires about.
Step 102, sends to search engine by described searching request;
The application program of browser or built-in miniature browser, in the time receiving the first searched key word of user's input, can send searching request to search engine, to ask the search engine search information relevant to search key.
It should be noted that, this first searched key word can comprise textual words, phrase, symbol, voice data etc., and the embodiment of the present invention is not limited this.
In actual applications, this searching request can be HTTP (Hypertext transfer protocol, HTML (Hypertext Markup Language)) request.Wherein, the content of searching request can comprise the mark of webpage and/or the feature of webpage of user's request of loading.Banner can be the information that can represent a well-determined webpage, for example Uniform Resource Identifier (Uniform Resource Identifier, URI), Uniform Resource Identifier specifically can comprise again URL(uniform resource locator) (Uniform ResourceLocator, URL), or unified resource title (Uniform Resource Name, URN) etc.
The application program of browser or built-in miniature browser can be passed through DNS (Domain NameSystem, domain name analysis system) resolve and search IP (Internet Protocol, the agreement interconnecting between the network) address that the domain name (Domain Name) in this webpage URL is shone upon.After obtaining the success of IP address, the application program of browser or built-in miniature browser can connect to the search engine request at this place, IP address.After successfully connecting the search engine at this place, IP address, the application program of browser or built-in miniature browser can be initiated searching request by http protocol to the search engine at this place, IP address by request header information.
Step 103, receive the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
It is pending that search engine receives after this searching request etc., and the application program of the most backward browser or built-in miniature browser is returned to pushed information.
The embodiment of the present invention is encapsulated into the first searched key word that receives active user's input in searching request, and send to search engine, and then receive the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word, avoid user to repeat the artificial filtration of information, improve the efficiency of search, reduced the resource occupation of server and electronic equipment simultaneously.
In the optional embodiment of one of the present invention, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further can comprise following sub-step:
Sub-step S11, based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
In embodiments of the present invention, the user of colony can refer to use search engine user, after the user of colony carries out search inquiry, search engine can write user's User behavior in daily record.
Search engine is analyzed daily record, can count the searched key word of inputting in formerly double inquiry of the user of colony, when the user of colony inputted search keyword is with the first searched key word when identical, calculate the co-occurrence frequency (common occur frequency) of another searched key word, using co-occurrence frequency higher than predeterminated frequency threshold value or the highest one or more searched key words of co-occurrence frequency as the second searched key word relevant to the first searched key word.
For example, the user of colony formerly inputted search keyword " weather " afterwards, under different situations, inputted respectively the searched key words such as " wearing the clothes ", " morning exercises ", " carwash ", " tourism "; As shown in Figure 2, input the first searched key word " weather " afterwards active user, can be using " wearing the clothes ", " morning exercises ", " carwash ", " tourism " etc. as the second searched key word.
In the optional embodiment of another kind of the present invention, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further can comprise following sub-step:
Sub-step S21, based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word;
Sub-step S22, using basic participle as the first searched key word;
Sub-step S23, using described suggestion word as the second searched key word.
In embodiments of the present invention, search engine is analyzed daily record, in specifically can formerly inquiring about the user of colony, the searched key word of input carries out word segmentation processing, basis participle and relative one or more suggestion word, when this basis participle is with the first searched key word when identical, using relevant the seeing once as the second searched key word of this basis participle.
For example, the user of colony is inputted search keyword " German VS Portugal ", " German world cup battle array " etc. formerly, carries out participle, obtains basic participle " Germany " and suggestion word " VS ", " Portugal " and " world cup ", " battle array "; Input the first searched key word " Germany " afterwards active user, can be using " VS ", " Portugal " as a second searched key word, also can be using " world cup ", " battle array " as another the second searched key word.
In the optional embodiment of one of the present invention, described pushed information can obtain in the following manner:
Sub-step S31, searches the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
In specific implementation, search engine can the user of statistic mass the searched key word of input and clicked Search Results corresponding relation, be configured to colony's user's request information.
For example, for identical searched key word " world cup ", the Search Results that certain user clicks is world cup collection of choice specimens video playback, schedules, can think that so these users are football fans, and user's request is relevant to race; The Search Results that certain user clicks is world cup soccer dotey photo, on-the-spot beauty figure, can think that so these users are beauty fans, and user's request is relevant to beauty; The Search Results that certain user clicks is football lottery guess, victory or defeat prediction, can think that so these users are lottery fans, and user's request is relevant to football lottery.
The application embodiment of the present invention, search engine in advance Adoption Network reptile (being called again Web Spider, Web Spider) captures the information in webpage from network, and sets up inverted index.
Search engine, receiving the first searched key word that active user submits and finding after the second searched key word, can be searched the information relevant to the first searched key word and the second searched key word, as pushed information in inverted index.
For example, as shown in Figure 2, user inputs after the first searched key word " weather ", definite " wearing the clothes ", " morning exercises ", " carwash ", " tourism ", as the second searched key word, are searched pushed information with " weather ", " wearing the clothes ", " morning exercises ", " carwash ", " tourism " respectively in inverted index.
It should be noted that, the pushed information finding can meet the situation of presence.
For example, as shown in Figure 2, if determine when active user's site is Beijing, can search the Weather information of Beijing Today, or, search the information of wearing the clothes that meets Beijing Today weather, or, the morning exercises information that meets Beijing Today weather searched, search the carwash information that meets Beijing Today weather, or, search the travel information that meets Beijing Today weather, etc.
In the optional embodiment of one of the present invention, described pushed information can be arranged in based on described the first searched key word inquires about obtained search result web page;
In embodiments of the present invention, described search result web page can generate in the following manner:
Sub-step S41, generates described pushed information the data block object mating with current device;
Data block object can be with user's request information matches, and the set of the recommendation information for example, to certain searched key word (the first searched key word, the second searched key word) relevant.
In specific implementation, search engine can be checked the UserAgent field the HTTP request head receiving from current device, for example, with equipment mark, unit type.
Because the type of electronic equipment is various, especially mobile device, its screen specification is also not quite similar.Therefore, search engine can, in advance for dissimilar electronic equipment, be made the data block object that meets its screen specification.
Particularly, general webpage is all to design according to robot calculator, the screen specification of this robot calculator is generally larger, the screen of for example laptop computer is generally 12 to 15 inches, the screen of desktop computer is generally 19 to 26 inches, therefore the size of general webpage is also larger, has more information on webpage, browses for user.But, the screen specification of mobile device is generally less, the screen of for example mobile phone is generally 3 to 5 inches, generally cannot on the screen of mobile device, all show, otherwise make user to browse or to operate because webpage is too small according to the webpage of robot calculator design.Therefore, user is browsing device net page on mobile device, mostly need to drag webpage and carry out subregion and browse.
In embodiments of the present invention pushed information is generated to the data block object mating with current device, to adapt to the screen specification of current electronic device, especially for mobile device, make user carry out part and browse without dragging webpage, greatly improve the simplicity of browse operation.
Sub-step S42, clicks the frequency according to the history of described pushed information described data block object is sorted;
In the embodiment of the present invention, formerly the history of pushed information is clicked to the frequency by the user of statistic mass data block object is sorted, to determine the priority of pushed information.
For example, for the user of colony, the history of identical searched key word " world cup " being clicked to the frequency adds up, 40 world cup collection of choice specimens video playbacks, 20 football lottery guesses, 10 football baby's photos have been clicked if count, what priority was the highest so is world cup collection of choice specimens video playback, next is football lottery guess, last football baby's photo.
Sub-step S43, described in the preceding one or more data block object embedding that will sort in search result web page.
Under http protocol, the application program of browser or built-in miniature browser can receive from search engine the document of HTML (Hypertext Markup Language, HTML (Hypertext Markup Language)) type, i.e. search result web page.The application program of browser or built-in miniature browser can be resolved html document, generate the object of tree structure, be DOM (Document Object Model, document dbject model), each to liking a node on DOM, and these objects can represent the web page resources such as word, picture.The application program of browser or built-in miniature browser can start to show this html document, and the address that obtains wherein built-in web page resources, then browser is initiated request to search engine again and is obtained these web page resources, and shows in the html document of browser.
And data block object can concentrate in the region of specifying in search result web page and show, in user's angle, this region can be considered as a card.
If user triggers the pushed information on this card by operation behaviors such as clicks, can be loaded into webpage corresponding to this pushed information.
For above-mentioned example, if extract three the highest pushed information of priority, what priority was the highest is, and world cup collection of choice specimens video playback can put in the first place shows, football lottery guess can be placed on second to be shown, football baby's photo can be placed on last displaying.
It should be noted that, the user's of colony search behavior statistics is also still synchronous statistics, may there is breaking news event, such as for above-mentioned example, if a state football fan goddess takes eyeball by force on world cup, the user of colony clicks the frequency fast rise of this news, exceed the ratio of football lottery guess, so in the time that within next day, schedule is upgraded, what priority was the highest is, and world cup collection of choice specimens video playback can put in the first place shows, football fan goddess photo can be placed on second to be shown, football lottery guess can be placed on last displaying.
In the embodiment of the present invention to push in the preceding one or more data block object embedding search result web page that sorts, push the information that has met most user's request according to Sort Priority, reduce the step that most of user repeats search, avoid most of user to repeat the artificial filtration of information, further reduced the resource occupation of searching plain engine simultaneously, and, further improve the efficiency of search.
For making those skilled in the art understand better the embodiment of the present invention, below by concrete be the method for pushing that example illustrates pushed information in the embodiment of the present invention.
Example one:
If the first searched key word that active user submits to is " pork braised in brown sauce ", search engine is searched in the double inquiry of the user of colony, the second searched key word the highest with " pork braised in brown sauce " co-occurrence frequency is " effect ", " restaurant ", search as shown in Figure 3 A and Figure 3 B, " pork braised in brown sauce " corresponding cooking method, pork braised in brown sauce effect that " effect " is corresponding, " restaurant " is corresponding using the well-known restaurant of pork braised in brown sauce as pushed information, these three pushed information are clicked after the frequency sorts and embedded with the search result web page of search " pork braised in brown sauce " acquisition and push according to history.
Example two:
If the first searched key word that active user submits to is " hypertension ", search engine is searched formerly " hypertension pathogeny " in inputted search keyword of the user of colony, " hypertension ", " hypertension hospital ", " hypertension therapeutic " etc., obtain basic participle " hypertension " and suggestion word " cause of disease ", " symptom ", " hospital ", " treatment " etc., (be the hypertensive demand of introducing according to colony's user's request information, hypertension hospital demand, hypertension experience needs, hypertension query demand), as shown in Figure 4 A and 4 B shown in FIG., be divided into four cards and show relevant pushed information.
For embodiment of the method, for simple description, therefore it is all expressed as to a series of combination of actions, but those skilled in the art should know, the embodiment of the present invention is not subject to the restriction of described sequence of movement, because according to the embodiment of the present invention, some step can adopt other orders or carry out simultaneously.Secondly, those skilled in the art also should know, the embodiment described in instructions all belongs to preferred embodiment, and related action might not be that the embodiment of the present invention is necessary.
With reference to Fig. 5, show the structured flowchart of a kind of according to an embodiment of the invention search pusher embodiment of digging user demand, specifically can comprise as lower module:
Searching request package module 501, is suitable for, in the time receiving the first searched key word of active user's input, described the first searched key word being encapsulated in searching request;
Searching request sending module 502, is suitable for described searching request to send to search engine;
Pushed information receiver module 503, be suitable for receiving the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
In the optional embodiment of one of the present invention, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further can comprise:
Based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
In the optional embodiment of one of the present invention, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further can comprise:
Based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word, using basic participle as the first searched key word, using described suggestion word as the second searched key word.
In the optional embodiment of one of the present invention, described pushed information can obtain in the following manner:
Search the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
In the optional embodiment of one of the present invention, described pushed information can be arranged in based on described the first searched key word inquires about obtained search result web page, and described search result web page can generate in the following manner:
Described pushed information is generated to the data block object mating with current device;
Clicking the frequency according to the history of described pushed information sorts to described data block object;
To sort described in preceding one or more data block object embedding in search result web page.
For device embodiment, because it is substantially similar to embodiment of the method, so description is fairly simple, relevant part is referring to the part explanation of embodiment of the method.
The algorithm providing at this is intrinsic not relevant to any certain computer, virtual system or miscellaneous equipment with demonstration.Various general-purpose systems also can with based on using together with this teaching.According to description above, it is apparent constructing the desired structure of this type systematic.In addition, the present invention is not also for any certain programmed language.It should be understood that and can utilize various programming languages to realize content of the present invention described here, and the description of above language-specific being done is in order to disclose preferred forms of the present invention.
In the instructions that provided herein, a large amount of details are described.But, can understand, embodiments of the invention can be put into practice in the situation that there is no these details.In some instances, be not shown specifically known method, structure and technology, so that not fuzzy understanding of this description.
Similarly, be to be understood that, in order to simplify the disclosure and to help to understand one or more in each inventive aspect, in the above in the description of exemplary embodiment of the present invention, each feature of the present invention is grouped together into single embodiment, figure or sometimes in its description.But, the method for the disclosure should be construed to the following intention of reflection: the present invention for required protection requires than the more feature of feature of clearly recording in each claim.Or rather, as reflected in claims below, inventive aspect is to be less than all features of disclosed single embodiment above.Therefore, claims of following embodiment are incorporated to this embodiment thus clearly, and wherein each claim itself is as independent embodiment of the present invention.
Those skilled in the art are appreciated that and can the module in the equipment in embodiment are adaptively changed and they are arranged in one or more equipment different from this embodiment.Module in embodiment or unit or assembly can be combined into a module or unit or assembly, and can put them in addition multiple submodules or subelement or sub-component.At least some in such feature and/or process or unit are mutually repelling, and can adopt any combination to combine all processes or the unit of disclosed all features in this instructions (comprising claim, summary and the accompanying drawing followed) and disclosed any method like this or equipment.Unless clearly statement in addition, in this instructions (comprising claim, summary and the accompanying drawing followed) disclosed each feature can be by providing identical, be equal to or the alternative features of similar object replaces.
In addition, those skilled in the art can understand, although embodiment more described herein comprise some feature instead of further feature included in other embodiment, the combination of the feature of different embodiment means within scope of the present invention and forms different embodiment.For example, in the following claims, the one of any of embodiment required for protection can be used with array mode arbitrarily.
All parts embodiment of the present invention can realize with hardware, or realizes with the software module of moving on one or more processor, or realizes with their combination.It will be understood by those of skill in the art that and can use in practice microprocessor or digital signal processor (DSP) to realize according to the some or all functions of the some or all parts in the search pushing equipment of the digging user demand of the embodiment of the present invention.The present invention can also be embodied as part or all equipment or the device program (for example, computer program and computer program) for carrying out method as described herein.Realizing program of the present invention and can be stored on computer-readable medium like this, or can there is the form of one or more signal.Such signal can be downloaded and obtain from internet website, or provides on carrier signal, or provides with any other form.
It should be noted above-described embodiment the present invention will be described instead of limit the invention, and those skilled in the art can design alternative embodiment in the case of not departing from the scope of claims.In the claims, any reference symbol between bracket should be configured to limitations on claims.Word " comprises " not to be got rid of existence and is not listed as element or step in the claims.Being positioned at word " " before element or " one " does not get rid of and has multiple such elements.The present invention can be by means of including the hardware of some different elements and realizing by means of the computing machine of suitably programming.In the unit claim of having enumerated some devices, several in these devices can be to carry out imbody by same hardware branch.The use of word first, second and C grade does not represent any order.Can be title by these word explanations.
Claims (10)
1. a search method for pushing for digging user demand, comprising:
In the time receiving the first searched key word of active user's input, described the first searched key word is encapsulated in searching request;
Described searching request is sent to search engine;
Receive the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
2. the method for claim 1, is characterized in that, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
3. method as claimed in claim 1 or 2, is characterized in that, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word, using basic participle as the first searched key word, using described suggestion word as the second searched key word.
4. the method as described in claim 1 or 2 or 3, is characterized in that, described pushed information obtains in the following manner:
Search the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
5. method as claimed in claim 1 or 2 or 3 or 4, is characterized in that, described pushed information is arranged in based on described the first searched key word inquires about obtained search result web page, and described search result web page generates in the following manner:
Described pushed information is generated to the data block object mating with current device;
Clicking the frequency according to the history of described pushed information sorts to described data block object;
To sort described in preceding one or more data block object embedding in search result web page.
6. a search pusher for digging user demand, comprising:
Searching request package module, is suitable for, in the time receiving the first searched key word of active user's input, described the first searched key word being encapsulated in searching request;
Searching request sending module, is suitable for described searching request to send to search engine;
Pushed information receiver module, be suitable for receiving the colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics that described search engine returns to one or more pushed information of matching of the one or more second searched key words relevant to described the first searched key word.
7. device as claimed in claim 6, is characterized in that, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, another searched key word high to the first searched key word co-occurrence frequency in the double inquiry of the user of statistic mass is as the second searched key word relevant with the first searched key word.
8. the device as described in claim 6 or 7, is characterized in that, described colony's user's request information searching based on the user of colony relevant inquiring historical behavior statistics to the second searched key word relevant to described the first searched key word further comprise:
Based on the user of colony relevant inquiring historical behavior, basic participle and relative one or more suggestion word in statistics searched key word, using basic participle as the first searched key word, using described suggestion word as the second searched key word.
9. the device as described in claim 6 or 7 or 8, is characterized in that, described pushed information obtains in the following manner:
Search the current described colony user's request information that meets, and the pushed information of mating with described the first searched key word and described the second searched key word.
10. the device as described in claim 6 or 7 or 8 or 9, is characterized in that, described pushed information is arranged in based on described the first searched key word inquires about obtained search result web page, and described search result web page generates in the following manner:
Described pushed information is generated to the data block object mating with current device;
Clicking the frequency according to the history of described pushed information sorts to described data block object;
To sort described in preceding one or more data block object embedding in search result web page.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410289177.8A CN104063454A (en) | 2014-06-24 | 2014-06-24 | Search push method and device for mining user demands |
| PCT/CN2015/080673 WO2015196907A1 (en) | 2014-06-24 | 2015-06-03 | Search pushing method and device which mine user requirements |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201410289177.8A CN104063454A (en) | 2014-06-24 | 2014-06-24 | Search push method and device for mining user demands |
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| CN104063454A true CN104063454A (en) | 2014-09-24 |
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| CN201410289177.8A Pending CN104063454A (en) | 2014-06-24 | 2014-06-24 | Search push method and device for mining user demands |
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| CN (1) | CN104063454A (en) |
| WO (1) | WO2015196907A1 (en) |
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