CN106649409A - Method and apparatus for displaying search result based on scene information - Google Patents
Method and apparatus for displaying search result based on scene information Download PDFInfo
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- CN106649409A CN106649409A CN201510742273.8A CN201510742273A CN106649409A CN 106649409 A CN106649409 A CN 106649409A CN 201510742273 A CN201510742273 A CN 201510742273A CN 106649409 A CN106649409 A CN 106649409A
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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
- G06F16/903—Querying
- G06F16/9038—Presentation of query results
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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
Abstract
The invention discloses a method and an apparatus for displaying a search result based on scene information. The method comprises the steps of receiving a search instruction input by a mobile terminal; performing a search according to the search instruction to obtain a search result; acquiring content information of a preset scene entry, and obtaining scene information; and sorting search results according to the similarity between the scene information and the search results, and displaying the sorted search results. The technical problem that the search results cannot be intelligently displayed according to the scene information in the prior art is solved, so that the time for searching for required information in a large amount of the search results by a user is shortened and the search efficiency is improved; and the search results are sorted according to the similarity between the search results and the scene information, so that the search results can be intelligently sorted according to the scene information, relatively high intelligent level is reflected, pertinence is achieved, personalized demands of the user are met, and user experience is improved.
Description
Technical field
The present invention relates to communication technical field, and in particular to a kind of method and device that Search Results are shown based on scene information.
Background technology
Develop rapidly with informationalized, mobile phone users carry out the frequency of information inquiry also more and more higher by search engine.
But because resource is extremely enriched in local data base and internet, therefore Search Results of the user after search are extremely more, and this makes
Obtain user to have to devote a tremendous amount of time, the information required for searching oneself successively inside Search Results.
Although the Search Results that current search engine can be directed to its inquiry are ranked up display, its master to search results ranking
Syllabus is that the result that most of user needs is come into foremost, is searched using search engine however as mobile phone users
The frequency more and more higher of rope, user's demand under different scenes is possibly different.Therefore need badly offer one kind can be according to scene
Information intelligent shows the method and device of Search Results.
The content of the invention
The invention provides a kind of method and device that Search Results are shown based on scene information, can not basis to solve prior art
The technical problem of scene information intelligent display Search Results.
According to an aspect of the present invention, there is provided it is a kind of based on scene information show Search Results method, including：
Receive the search instruction of mobile terminal input；
Scanned for according to search instruction, obtain Search Results；
The content information of scene entry set in advance is gathered, scene information is obtained；
According to scene information Search Results are ranked up with the similarity of Search Results, and show the Search Results after sequence.
Further, receiving the search instruction of mobile terminal input includes：
The search instruction of the dial or address list search disk input of mobile terminal is received, wherein, the input mode bag of search instruction
Include one or more in dialing input, phonetic entry, handwriting input.
Further, scanned for according to search instruction, obtaining Search Results includes：
When the input mode of search instruction is input into for dialing, search instruction is converted into character combination, and is entered according to character combination
Line search, obtains Search Results；
When the input mode of search instruction is phonetic entry, search instruction is matched or adjusted with the sound template prerecorded
Search instruction is recognized with the sound identification module of mobile terminal, and search instruction is converted into corresponding Chinese character, English, word
The voice combined information of female, numeral and symbol, and scanned for according to voice combined information, obtain Search Results；
When the input mode of search instruction is handwriting input, search instruction is matched or adjusted with the hand-written template prerecorded
Search instruction is recognized with the handwriting recognition module of mobile terminal, and search instruction is converted into corresponding Chinese character, English, word
The hand-written combined information of female, numeral and symbol, and scanned for according to hand-written combined information, obtain Search Results.
Further, the content information of scene entry set in advance is gathered, obtaining scene information includes：
Preset scene entry；
Content information corresponding with scene entry is obtained by the way of calculating, reasoning, inquiry, search or its any combination, is obtained
Scene information.
Further, according to scene information and the similarity of Search Results Search Results are ranked up including：
Search Results are converted into the character string of text formatting, and participle is carried out to character string, obtain participle text；
Preset weight coefficient corresponding with scene entry；
Calculated between term vector corresponding with the content information of scene entry term vector corresponding with participle text according to weight coefficient
Weighted Similarity, and using Weighted Similarity as similarity score corresponding with Search Results；
Search Results are ranked up according to the size of similarity score.
Further, scene entry includes：
Receive proximal event theme, the name entries of mobile terminal, sex entry, age entry, the home address of search instruction
Entry, occupational group's entry, post entry, work unit's entry, unit address entry, good friend's impression entry, hobby
Entry, circle of friends state entry, mood entry, recently concern topic entry, time entry, red-letter day entry, season entry,
Geographical position entry.
Further, gathering the content information of the proximal event theme of the reception search instruction in scene entry includes：
The default neighbouring time period for receiving search instruction；
The behavioural information data of mobile terminal in the collection neighbouring time period, behavioural information data include communication information data, social letter
One or more in breath data, shopping online information data, online footprint information data；
According to behavioural information data mining outgoing event keyword, and using event keyword as the proximal event master for receiving search instruction
The content information of topic.
According to a further aspect in the invention, there is provided it is a kind of based on scene information show Search Results device, including：
Reception device, for receiving the search instruction of mobile terminal input；
Searcher, for scanning for according to search instruction, obtains Search Results；
Harvester, for gathering the content information of scene entry set in advance, obtains scene information；
Collator, for being ranked up to Search Results with the similarity of Search Results according to scene information, and shows after sequence
Search Results.
Further, searcher includes：
Dialing input searcher, for judging, when the input mode of search instruction is as dialing input, search instruction to be converted into
Character combination, and scanned for according to character combination, obtain Search Results；
Phonetic entry searcher, for judging when the input mode of search instruction is as phonetic entry, by search instruction with it is advance
The sound template of recording is matched or is called the sound identification module of mobile terminal to recognize search instruction, and search instruction is changed
For the voice combined information of corresponding Chinese character, English, letter, numeral and symbol, and carried out according to voice combined information
Search, obtains Search Results；
Handwriting input searcher, for judging when the input mode of search instruction is as handwriting input, by search instruction with it is advance
The hand-written template recorded is matched or is called the handwriting recognition module of mobile terminal to recognize search instruction, and search instruction is changed
For the hand-written combined information of corresponding Chinese character, English, letter, numeral and symbol, and searched according to hand-written combined information
Rope, obtains Search Results.
The invention has the advantages that：
The invention provides a kind of method and device that Search Results are shown based on scene information, the method is by mobile terminal input
Search instruction obtain Search Results, and display is ranked up to Search Results according to the similarity of Search Results and scene information,
Solving prior art can not save user in substantial amounts of search according to the technical problem of scene information intelligent display Search Results
As a result it is middle to search the time of information of needing, improve search efficiency, and by by Search Results according to its phase with scene information
It is ranked up like degree so that Search Results carry out intelligent sequencing according to scene information, embody higher intelligent level, have
Specific aim, meets the individual needs of user, improves Consumer's Experience.
In addition to objects, features and advantages described above, the present invention also has other objects, features and advantages.Below
By reference picture, the present invention is further detailed explanation.
Description of the drawings
The accompanying drawing for constituting the part of the application is used for providing a further understanding of the present invention, the illustrative examples of the present invention and
It is illustrated for explaining the present invention, does not constitute inappropriate limitation of the present invention.In the accompanying drawings：
Fig. 1 is the method flow diagram that Search Results are shown based on scene information of the preferred embodiment of the present invention；
Fig. 2 is that the preferred embodiment of the present invention simplifies the method flow that embodiment shows Search Results based on scene information for first
Figure；
Fig. 3 is that the preferred embodiment of the present invention simplifies the method flow that embodiment shows Search Results based on scene information for second
Figure；
Fig. 4 is the apparatus structure block diagram that Search Results are shown based on scene information of the preferred embodiment of the present invention.
Description of reference numerals：
10th, reception device；20th, searcher；30th, harvester；40th, collator.
Specific embodiment
Embodiments of the invention are described in detail below in conjunction with accompanying drawing, but the present invention can be defined by the claims and cover
Multitude of different ways implement.
With reference to Fig. 1, the preferred embodiments of the present invention provide a kind of method for showing Search Results based on scene information, including：
Step S101, receives the search instruction of mobile terminal input；
Step S102, scans for according to search instruction, obtains Search Results；
Step S103, gathers the content information of scene entry set in advance, obtains scene information；
Search Results are ranked up by step S104 according to scene information with the similarity of Search Results, and show searching after sequence
Hitch fruit.
The method for showing Search Results based on scene information that the present invention is provided, the search instruction being input into by mobile terminal is searched
Hitch fruit, and display is ranked up to Search Results according to the similarity of Search Results and scene information, solve prior art
Can not save user and needs searched in substantial amounts of Search Results according to the technical problem of scene information intelligent display Search Results
The time of information, search efficiency is improve, and by the way that Search Results are ranked up according to it with the similarity of scene information,
So that Search Results carry out intelligent sequencing according to scene information, higher intelligent level is embodied, with specific aim, meet use
The individual needs at family, improve Consumer's Experience.
When the present embodiment is scanned for according to search instruction, in the local data base of mobile terminal, internet or can specify
Enter line retrieval in network-specific database.Additionally, the similarity in the present embodiment refers to the phase between scene information and Search Results
Like degree, the similarity degree of semanteme is referred specifically to, by the distance between term vector corresponding with scene information and Search Results come table
Show.The distance of two term vectors is shorter, illustrates that the similarity of the corresponding word of two term vectors is bigger.Conventional description vectors away from
From mode have Euclidean distance, cosine angle etc..The term vector correspondence is represented by calculating the included angle cosine value of two term vectors
The computing formula of similarity of two words be：Wherein, X, Y represent respectively term vector X and word
Vectorial Y.The span of cos θ is [0,1], when cos θ are closer to 1, then it represents that the similarity between two words is higher,
Conversely, cos θ values are closer to 0, then it represents that the similarity between two words is lower.By the included angle cosine value energy for calculating term vector
Enough similarities for more intuitively reflecting scene information and Search Results, so as to realize carrying out to Search Results according to scene information
Sequence.
Alternatively, receiving the search instruction of mobile terminal input includes：
The search instruction of the dial or address list search disk input of mobile terminal is received, wherein, the input mode bag of search instruction
Include one or more in dialing input, phonetic entry, handwriting input.
Existing mobile terminal device, the particularly mobile terminal device for call are respectively provided with dial, and current mobile whole
End equipment interface is typically limited to only the corresponding telephone number of user input and is called using dial, therefore existing dial
The function phase having is to single.As dial, it is typically provided in the address list of existing mobile terminal for searching for address list connection
It is the search disk of people, and the address list search disk is typically limited to only the contact person in user's search address list, therefore function is also relatively single
One.
Further, since existing mobile terminal needs to scan for causing search in different search interfaces for different search instructions
Experience is not good, such as when user searches the APP in local data base, need the switching between different desktop screens to search,
Or search into file；When user's locating file (such as word, picture, audio frequency and video etc.), file need to be entered and store position
Put or call and search after file opening management class APP；When user searches address book contact, generally require unlatching address list and enter
Line search is searched.
For the problem, the present embodiment unification is using dial or address list search disk input search instruction, and the present embodiment is dialled
Dialer and address list search disk are integrated with the work(of various search instruction input modes such as dialing input, phonetic entry, handwriting input
Can pattern.In specific implementation process, the present embodiment can be provided for switching not to search in dial or address list on disk
With the handoff functionality button of search instruction input mode, user selects the input mode of search instruction by handoff functionality key.
Specifically, the input mode of the search instruction for selecting as user is for during dialing input, acquisition user is by dial or communication
The digital number of record search disk input, using digital number as search instruction；When the input mode that user selects is phonetic entry,
Call the audio frequency on mobile terminal device to obtain equipment, and obtain the audio-frequency information of equipment acquisition user's typing using audio frequency and incite somebody to action
Audio-frequency information is used as search instruction；When user select input mode be handwriting input when, using the information of user's handwriting input as
Search instruction.
It should be noted that the present embodiment is not limited to be input into search and refer to only with dialing input, phonetic entry, handwriting input mode
Order, for example, the present embodiment be also based on dial or address list search disk using barcode scanning input, picture input, phonetic entry,
The modes such as video input are input into search instruction, specifically can be by user's customized as needed.
The present embodiment extends dialing by using the dial on mobile terminal device or address list search disk input search instruction
The function that disk and address list search disk have, and by being input into search instruction using various ways, meet the individual of user search
Property demand, improves Consumer's Experience.
Alternatively, scanned for according to search instruction, obtaining Search Results includes：
When the input mode of search instruction is input into for dialing, search instruction is converted into character combination, and is entered according to character combination
Line search, obtains Search Results；
When the input mode of search instruction is phonetic entry, search instruction is matched or adjusted with the sound template prerecorded
Search instruction is recognized with the sound identification module of mobile terminal, and search instruction is converted into corresponding Chinese character, English, word
The voice combined information of female, numeral and symbol, and scanned for according to voice combined information, obtain Search Results；
When the input mode of search instruction is handwriting input, search instruction is matched or adjusted with the hand-written template prerecorded
Search instruction is recognized with the handwriting recognition module of mobile terminal, and search instruction is converted into corresponding Chinese character, English, word
The hand-written combined information of female, numeral and symbol, and scanned for according to hand-written combined information, obtain Search Results.
Because the mode that the present embodiment is input into search instruction includes dialing input, phonetic entry, handwriting input mode, therefore for not
Same input mode, the implication of search instruction is different.Specifically, when the input mode of search instruction is input into for dialing, will search
Suo Zhiling is converted into character combination, and is scanned for according to character combination, obtains Search Results.For example, when user is by dialing
During disk input 22, it is known that search instruction is 22, therefore first search instruction is converted into character group when scanning for according to search instruction
Close, specifically, dial can obtain multiple character combinations associated with it according to the 22 of dialing input, such as " ", " father ",
" 8 ", " hundred ", " bb " etc., then according to user choose character combination in local data base, internet, the network specified
Enter line retrieval in private database.
When the input mode of search instruction is phonetic entry, it is known that search instruction is to be obtained by the audio frequency acquisition module of mobile terminal
The audio-frequency information for taking, therefore first enter the audio-frequency information of acquisition with the sound template prerecorded when being scanned for according to search instruction
Row matching calls the sound identification module of mobile terminal to recognize audio-frequency information, and audio-frequency information is converted into corresponding Chinese character, English
Text, letter, numeral and symbol voice combined information, finally according to user choose voice combined information local data base,
Enter line retrieval in internet or the network-specific database specified.
The present embodiment recognizes the search instruction of phonetic entry, both can be by by the audio-frequency information of acquisition and the voice mould prerecorded
Plate carries out match cognization, it is also possible to carry out pattern-recognition by calling the sound identification module of mobile terminal.This is mainly due to adopting
Tended not to recognize some users self-defining audio-frequency information as needed with existing voice identification module, such as audio-frequency information is side
Situations such as speech.Therefore user Jing often prerecords as needed sound template, then by the audio-frequency information of collection and the language prerecorded
Sound template is matched, and so as to quick and precisely recognize audio-frequency information, for such case, the present embodiment is judging search instruction
Input mode be phonetic entry mode after, when being scanned for according to search instruction often by the audio-frequency information of acquisition with prerecord
Sound template matched, so as to recognize audio-frequency information.But when sound template corresponding without prerecording, the present embodiment will
Audio-frequency information is recognized using the sound identification module of mobile terminal.
When the input mode of search instruction is handwriting input, it is known that search instruction for user's handwriting input information, therefore according to searching
First the information of user's handwriting input is matched with the hand-written template prerecorded or called mobile whole when Suo Zhiling is scanned for
The information of the handwriting recognition module identifying user handwriting input at end, and by search instruction be converted to corresponding Chinese character, English,
Letter, numeral and symbol hand-written combined information, and according to user choose hand-written combined information in local data base, internet
Or enter line retrieval in the network-specific database specified.
The present embodiment recognizes the search instruction of handwriting input, both can be by by the information of user's handwriting input and the hand prerecorded
Writing template carries out match cognization, it is also possible to carry out pattern-recognition by calling the handwriting recognition module of mobile terminal.This mainly by
In tending not to recognize the information of some users self-defining user's handwriting input as needed, example using existing handwriting recognition module
Situations such as information such as user's handwriting input is user-defined special symbol.Therefore user Jing often prerecord as needed it is hand-written
Template, is then matched the handwritten input information of collection with the hand-written template prerecorded, so as to quick and precisely identifying user
The information of handwriting input, for such case, the present embodiment after the input mode for judging search instruction is for handwriting input mode,
Often the information of user's handwriting input matched with the hand-written template prerecorded when being scanned for according to search instruction, from
And the information of identifying user handwriting input.But when hand-written template corresponding without prerecording, the present embodiment will be using mobile terminal
Handwriting recognition module identifying user handwriting input information.
Alternatively, the content information of scene entry set in advance is gathered, obtaining scene information includes：
Preset scene entry；
Content information corresponding with scene entry is obtained by the way of calculating, reasoning, inquiry, search or its any combination, is obtained
Scene information.
In actual implementation process, the present embodiment can by the personal information to mobile terminal, social information, communication information,
Shopping online information, online footprint information, user behavior information, the calculating of the data such as user service information, reasoning, inquiry,
The mode of search or its any combination obtains content information corresponding with scene entry, wherein, user behavior information refers to that user seeks
Seek the information of the behaviors such as the requirement express, acquisition of information, the Information Pull that are showed during his required information.Communication information
History log again including user oneself, using same communication applications software other users history log and the
The log that tripartite's application software is provided.Specifically, log includes that message registration and note are recorded again, and note is recorded
Include SMS record or instant communication information record again, message registration include again mobile phone call history and instant telecommunication speech with
Video calling is recorded.
For example when scene entry is geographical position entry, the acquisition of information of inquiry GPS location can be passed through, when scene entry is for most
During nearly concern topic entry, the nearest web page browsing record of search mobile phone users can be passed through and obtained, when scene entry is weather
During entry, both can be obtained by inquiry weather web page, can also pass through the weather information reasonings such as temperature, wind direction, the humidity of collection
Obtain.
Alternatively, according to scene information and the similarity of Search Results Search Results are ranked up including：
Search Results are converted into the character string of text formatting, and participle is carried out to character string, obtain participle text；
Preset weight coefficient corresponding with scene entry；
Calculated between term vector corresponding with the content information of scene entry term vector corresponding with participle text according to weight coefficient
Weighted Similarity, and using Weighted Similarity as similarity score corresponding with Search Results；
Search Results are ranked up according to the size of similarity score.
The present embodiment calculate scene information and the similarity of Search Results be by calculating term vector corresponding with scene information and with
Similarity between the corresponding term vector of Search Results obtaining, in specific implementation process, due to scene information include it is many
Individual content information corresponding with scene entry, and Search Results also include multiple participle texts, therefore in actual calculating similarity
During, the present embodiment is to carry out participle with to every Search Results by calculating content information corresponding with each scene entry
Similarity sum between all participle texts for obtaining afterwards obtains similarity corresponding with every Search Results.Additionally, in order to convex
Impact size of the aobvious different scene entry to search results ranking, the present embodiment can preset weighting system corresponding with scene entry
Number, and calculated between term vector corresponding with the content information of scene entry term vector corresponding with participle text according to weight coefficient
Weighted Similarity.
For example, it is assumed that the default scene entry of the present embodiment is t1, t2, distinguishing corresponding weight coefficient with scene entry t1, t2 is
K1, k2, the term vector of content information corresponding with scene entry t1 is expressed as c1, content information corresponding with scene entry t2
Term vector is expressed as c2, and the Search Results number for obtaining has two, after carrying out participle to each Search Results, obtains
Participle text corresponding with first Search Results s1 is { f1, f2 } the term vector representation of participle text (f1, f2 for), is obtained
It is { g1 } (g1 is the term vector representation of participle text) to obtain participle text corresponding with Article 2 Search Results s2, then calculate
The concrete formula of the Weighted Similarity of scene information and first Search Results is sim1=k1*c1* (f1+f2)+k2*c2* (f1+
f2)；Calculate the concrete formula sim1=k1*c1*g1+k2*c2*g1 of the Weighted Similarity of scene information and first Search Results.
Alternatively, scene entry includes：
Receive proximal event theme, the name entries of mobile terminal, sex entry, age entry, the home address of search instruction
Entry, occupational group's entry, post entry, work unit's entry, unit address entry, good friend's impression entry, hobby
Entry, circle of friends state entry, mood entry, recently concern topic entry, time entry, red-letter day entry, season entry,
Geographical position entry.
The scene entry of the present embodiment is not limited to only including above-mentioned scene entry, while being also not necessarily limited to include above-mentioned whole scene
Entry, is specifically chosen by User Defined or as needed with system design complexity and design accuracy.
Alternatively, gathering the content information of the proximal event theme of the reception search instruction in scene entry includes：
The default neighbouring time period for receiving search instruction；
The behavioural information data of mobile terminal in the collection neighbouring time period, behavioural information data include communication information data, social letter
One or more in breath data, shopping online information data, online footprint information data；
According to behavioural information data mining outgoing event keyword, and using event keyword as the proximal event master for receiving search instruction
The content information of topic.
Generally user need into line retrieval information often with the close phase of behavior of enforcement in its neighbouring time period before scanning for
Close.For example when user with another communication user after a certain sports star has been chatted, it is found that oneself is very interested in the sports star,
Then the name of the sports star is input on the internet and is scanned for, as a result find with sports star people of the same name a lot,
In this case, if can effectively combine user before search with the chat behavior event of another communication user, be just easy to know
The road name is not the personage of other industry, but the star personage of sporting world, therefore carried out by reference to user in search
The behavior implemented in the neighbouring time period before search, and Search Results are ranked up according to the behavior, so can be easier
To the Search Results of user's real demand.
The present embodiment is directed to the problem, presets the neighbouring time period for receiving search instruction, and gathers mobile terminal in the neighbouring time period
Behavioural information data, behavioural information data include communication information data, social information data, shopping online information data, on
Net footprint information data, then according to behavioural information data mining outgoing event keyword, and using event keyword as reception search
The content information of the proximal event theme of instruction.Specifically, it is assumed that the behavioural information data of the present embodiment collection are the neighbouring time period
The online footprint information data of interior mobile terminal, and it is i Phone to get event keyword by the analysis to web page contents,
When then thinking that user scans for " apple ", the probability of demand of its Search Results to i Phone is far longer than to apple (water
The probability of demand of Search Results really).If it should be noted that the present embodiment receive search instruction the neighbouring time period not
Any behavioural information data of mobile terminal are obtained, is then returned as sky.
Collection and analysis that the present embodiment passes through the behavioral data information of mobile terminal in the neighbouring time period to reception search instruction,
The content information of the proximal event theme for receiving search instruction is obtained, has taken into full account that mobile terminal carries out information retrieval adjacent
The relevance of the behavior in the time period, the display and sequence to Search Results has important reference significance, and by neighbouring thing
The acquisition of the content information of part theme so that user obtains different search under different behavior scenes and shows results, with compared with
Strong specific aim, embodies higher intelligent level, improves Consumer's Experience.
Embodiment being simplified below for two, the process and principle of Search Results are more entered to be shown based on scene information to the present invention
One step explanation.
Simplifying the search scene that embodiment one is directed to is：Mobile phone users A be intended to be searched in the local data base of its mobile phone with regard to
The APP of news, with reference to Fig. 2, the present embodiment shows that the method for Search Results includes based on scene information：
Step S201, receives the search instruction of the dial input of mobile terminal, wherein, the input mode of search instruction is dialing
Input mode.Specifically, user can be input into " 99 " or " 946936 " digital number as search instruction.
Step S202, by search instruction character combination is converted into, and is scanned for according to character combination, obtains Search Results.By
The mode of dialing input is used in the present embodiment, therefore search instruction " 99 " or " 946936 " are converted into word by system first
Symbol combination, for example for search instruction " 99 " occur character combination include " present ", " rest ", " news ", " noon ",
" wechat ", " wy " etc., the character combination occurred for search instruction " 946936 " include " news ", " new text ", " letter ",
" win " etc., then after the search word that user selects that character combination is " news ", searches to the local data base of mobile phone
Rope.Assume the present embodiment obtain Search Results include 3, respectively morning news (APP), Changsha news (APP), have
What flash-news(instant communication information record).It should be noted that in actual implementation process, in order to improve search
Speed and efficiency, being generally directed to local data base and internet hunt carries out difference search, and the present embodiment is only for mobile terminal
Local data base scan for, and in actual search procedure, Search Results are not limited to three that the present embodiment enumerates and search
Hitch fruit, three Search Results that the present embodiment is enumerated do not represent reality just to the concrete scheme of explanation the present embodiment
Search Results.
Step S203, gathers the content information of scene entry set in advance, obtains scene information.Specifically, it is assumed that this enforcement
Example scene entry set in advance is the time entry and geographical position entry of mobile terminal, and collects the time with mobile terminal
The corresponding content information of entry is " morning ", and content information corresponding with the geographical position entry of mobile terminal is " Changsha ".
Search Results are converted into the character string of text formatting by step S204, and participle is carried out to character string, obtain participle text.
Specifically, it is assumed that the present embodiment is carried out after participle to each Search Results, the participle corresponding with first Search Results of acquisition
Text is { between early, news }, and participle text corresponding with Article 2 Search Results is { Changsha, news }, with Article 3 Search Results
{ have, what, greatly, news } corresponding participle text be.
Step S205, presets weight coefficient corresponding with scene entry.Specifically, present embodiment assumes that the time with mobile terminal
The corresponding weight coefficient of entry is 0.2, and weight coefficient corresponding with the geographical position entry of mobile terminal is 0.8.
Step S206, according to weight coefficient term vector corresponding with the content information of scene entry word corresponding with participle text is calculated
Weighted Similarity between vector, and using Weighted Similarity as similarity score corresponding with Search Results.Specifically, this reality
Example is applied by between the content information term vector corresponding with all participle texts of every Search Results for calculating each scene entry
Weighted distance and obtain similarity score corresponding with every Search Results.
Search Results are ranked up by step S207 according to the size of similarity score.Specifically, the present embodiment is according to similarity
The descending order of score value is ranked up to Search Results, so as to the Search Results of user's most probable demand are shown into forward, from
And the time that user chooses its demand information in substantial amounts of Search Results is reduced, and the efficiency of search is improve, improve user
Experience.
Step S208, shows the Search Results after sequence.
The present embodiment obtains Search Results by the search instruction that mobile terminal is input into, and according to Search Results and scene information
Similarity is ranked up display to Search Results, and solving prior art can not be according to the skill of scene information intelligent display Search Results
Art problem, saves user and the time for needing information is searched in substantial amounts of Search Results, improves search efficiency, and passes through
Search Results are ranked up according to it with the similarity of scene information so that Search Results carry out intelligent sequencing according to scene information,
Higher intelligent level is embodied, with specific aim, meets the individual needs of user, improve Consumer's Experience.
Simplifying the communication scene that embodiment two is directed to is：Mobile phone users A is intended to search for the information with regard to travelling in internet,
With reference to Fig. 3, the present embodiment shows that the method for Search Results includes based on scene information：
Step S301, receives the search instruction of the dial input of mobile terminal, wherein, the input mode of search instruction is voice
Input mode.Specifically, the audio-frequency information of the audio frequency acquisition module acquisition user input that the present embodiment passes through mobile terminal is (concrete
For " tourism "), and using audio-frequency information as search instruction.
Step S302, by search instruction character combination is converted into, and is scanned for according to character combination, obtains Search Results.Tool
Body ground, audio-frequency information of the present embodiment first to obtaining is compressed, and obtains audio compressed files, then calls speech recognition mould
Audio compressed files are converted to block the voice combined information of corresponding Chinese character, English, letter, numeral and symbol, finally according to
The voice combined information that user chooses enters line retrieval in internet.Due to the search in internet for " tourism " search word
Fruiting quantities are larger, thus the present embodiment here is not enumerated.
Step S303, presets scene entry.Specifically, it is assumed that the present embodiment scene entry set in advance is searched for receive
The proximal event theme of instruction.
Step S304, presets the neighbouring time period for receiving search instruction.Specifically, the present embodiment arranges the neighbour for receiving search instruction
The nearly time period is the front 2 minutes section for receiving search instruction.
Step S305, the behavioural information data of mobile terminal in the collection neighbouring time period, behavioural information data include communication information number
According to, social information data, shopping online information data, online footprint information data.Specifically, it is assumed that the present embodiment collection
Behavioural information data are the instant communication information record in the neighbouring time period in the communication information data of mobile terminal.
If it should be noted that the present embodiment does not obtain any behavior of mobile terminal in the neighbouring time period for receiving search instruction
Information data, then be returned as sky.
Step S306, according to behavioural information data mining outgoing event keyword, and using event keyword as reception search instruction
The content information of proximal event theme.Specifically, it is assumed that the present embodiment is by the way that to this, mobile phone users are within the time period
When communication message record carry out keyword extraction, obtain both keyword, respectively " Zhangjiajie ", " tourism " then { " will open
Circle of family ", " tourism " } as the content information of the proximal event theme for receiving search instruction.
Search Results are ranked up by step S307 according to scene information with the similarity of Search Results, and show searching after sequence
Hitch fruit.Specifically, the present embodiment is tied by calculating the content information { " Zhangjiajie ", " tourism " } of scene entry and searching for per bar
The distance between corresponding term vector of all participle texts of fruit and similarity score corresponding with every Search Results is obtained, and pressed
Search Results are ranked up according to similarity score descending order.It can easily be seen that in Search Results, with " Zhangjiajie "
Both " tourism " related Search Results show that forward probability is larger, and this may be also the information that user requires to look up.
Collection and analysis that the present embodiment passes through the behavioral data information of mobile terminal in the neighbouring time period to reception search instruction,
The content information of the proximal event theme for receiving search instruction is obtained, has taken into full account that mobile terminal carries out information retrieval adjacent
The relevance of the behavior in the time period, the display and sequence to Search Results has important reference significance, and by neighbouring thing
The acquisition of the content information of part theme so that user obtains different search under different behavior scenes and shows results, with compared with
Strong specific aim, embodies higher intelligent level, improves Consumer's Experience.
With reference to Fig. 4, the device that Search Results are shown based on scene information that the preferred embodiments of the present invention are provided,
Reception device 10, for receiving the search instruction of mobile terminal input；
Searcher 20, for scanning for according to search instruction, obtains Search Results；
Harvester 30, for gathering the content information of scene entry set in advance, obtains scene information；
Collator 40, for being ranked up to Search Results with the similarity of Search Results according to scene information, and shows sequence
Search Results afterwards.
Alternatively, searcher 20 includes：
Dialing input searcher, for judging, when the input mode of search instruction is as dialing input, search instruction to be converted into
Character combination, and scanned for according to character combination, obtain Search Results；
Phonetic entry searcher, for judging when the input mode of search instruction is as phonetic entry, by search instruction with it is advance
The sound template of recording is matched or is called the sound identification module of mobile terminal to recognize search instruction, and search instruction is changed
For the voice combined information of corresponding Chinese character, English, letter, numeral and symbol, and carried out according to voice combined information
Search, obtains Search Results；
Handwriting input searcher, for judging when the input mode of search instruction is as handwriting input, by search instruction with it is advance
The hand-written template recorded is matched or is called the handwriting recognition module of mobile terminal to recognize search instruction, and search instruction is changed
For the hand-written combined information of corresponding Chinese character, English, letter, numeral and symbol, and searched according to hand-written combined information
Rope, obtains Search Results.
The invention provides based on scene information show Search Results device, by mobile terminal be input into search instruction obtain
Search Results, and display is ranked up to Search Results according to the similarity of Search Results and scene information, solve existing skill
Art can not save user and need searched in substantial amounts of Search Results according to the technical problem of scene information intelligent display Search Results
The time of information is wanted, search efficiency is improve, and by the way that Search Results are ranked up according to it with the similarity of scene information,
So that Search Results carry out intelligent sequencing according to scene information, higher intelligent level is embodied, with specific aim, meet use
The individual needs at family, improve Consumer's Experience.The present embodiment shows the specific works mistake of the device of Search Results based on scene information
Journey and operation principle can refer to the course of work and operation principle of the method based on scene information display Search Results of the present embodiment.
Mobile terminal device in the embodiment of the present invention can be desktop computer, panel computer, personal digital assistant, mobile phone, television set,
Vehicle-mounted computer, wearable communication equipment etc..
The preferred embodiments of the present invention are these are only, the present invention is not limited to, for a person skilled in the art,
The present invention can have various modifications and variations.All any modifications within the spirit and principles in the present invention, made, equivalent,
Improve etc., should be included within the scope of the present invention.
Claims (9)
1. it is a kind of based on scene information show Search Results method, it is characterised in that include：
Receive the search instruction of mobile terminal input；
Scanned for according to the search instruction, obtain Search Results；
The content information of scene entry set in advance is gathered, scene information is obtained；
According to the scene information Search Results are ranked up with the similarity of the Search Results, and show the Search Results after sequence.
2. it is according to claim 1 based on scene information show Search Results method, it is characterised in that receive mobile terminal input search instruction include：
The search instruction of the dial or address list search disk input of mobile terminal is received, wherein, the input mode of the search instruction includes one or more in dialing input, phonetic entry, handwriting input.
3. it is according to claim 2 based on scene information show Search Results method, it is characterised in that scanned for according to the search instruction, obtain Search Results include：
When the input mode of the search instruction is input into for dialing, the search instruction is converted into character combination, and is scanned for according to the character combination, obtain Search Results；
When the input mode of the search instruction is phonetic entry, the sound identification module that the search instruction was matched or called the mobile terminal with the sound template prerecorded is recognized into the search instruction, and the search instruction is converted into the voice combined information of corresponding Chinese character, English, letter, numeral and symbol, and scanned for according to the voice combined information, obtain Search Results；
When the input mode of the search instruction is handwriting input, the handwriting recognition module that the search instruction was matched or called the mobile terminal with the hand-written template prerecorded is recognized into the search instruction, and the search instruction is converted into the hand-written combined information of corresponding Chinese character, English, letter, numeral and symbol, and scanned for according to the hand-written combined information, obtain Search Results.
4. the method that Search Results are shown based on scene information according to claim 3, it is characterised in that the content information of collection scene entry set in advance, obtaining scene information includes：
Preset scene entry；
Content information corresponding with the scene entry is obtained by the way of calculating, reasoning, inquiry, search or its any combination, scene information is obtained.
5. it is according to claim 4 based on scene information show Search Results method, it is characterised in that according to the scene information and the similarity of the Search Results Search Results are ranked up including：
The Search Results are converted into the character string of text formatting, and participle is carried out to the character string, obtain participle text；
Preset weight coefficient corresponding with the scene entry；
Weighted Similarity between term vector corresponding with the content information of scene entry term vector corresponding with the participle text is calculated according to the weight coefficient, and using the Weighted Similarity as similarity score corresponding with the Search Results；
The Search Results are ranked up according to the size of the similarity score.
6. it is according to claim 5 based on scene information show Search Results method, it is characterised in that the scene entry includes：
Receive proximal event theme, the name entries of the mobile terminal, sex entry, age entry, home address entry, occupational group's entry, post entry, work unit's entry, unit address entry, good friend's impression entry, hobby entry, circle of friends state entry, recently mood entry, concern topic entry, time entry, red-letter day entry, season entry, the geographical position entry of the search instruction.
7. the method that Search Results are shown based on scene information according to claim 6, it is characterised in that the content information of the proximal event theme of the reception search instruction in the collection scene entry includes：
The default neighbouring time period for receiving the search instruction；
The behavioural information data of the mobile terminal in the collection neighbouring time period, the behavioural information data include one or more in communication information data, social information data, shopping online information data, online footprint information data；
According to the behavioural information data mining outgoing event keyword, and using the event keyword as the proximal event theme for receiving the search instruction content information.
8. it is a kind of based on scene information show Search Results device, it is characterised in that include：
Reception device, for receiving the search instruction of mobile terminal input；
Searcher, for scanning for according to the search instruction, obtains Search Results；
Harvester, for gathering the content information of scene entry set in advance, obtains scene information；
Collator, for being ranked up to the Search Results with the similarity of the Search Results according to the scene information, and shows the Search Results after sequence.
9. it is according to claim 8 based on scene information show Search Results device, it is characterised in that the searcher includes：
Dialing input searcher, for judging, when the input mode of the search instruction is as dialing input, the search instruction to be converted into character combination, and scans for according to the character combination, obtains Search Results；
Phonetic entry searcher, for judging when the input mode of the search instruction is as phonetic entry, the sound identification module that the search instruction was matched or called the mobile terminal with the sound template prerecorded is recognized into the search instruction, and the search instruction is converted into the voice combined information of corresponding Chinese character, English, letter, numeral and symbol, and scanned for according to the voice combined information, obtain Search Results；
Handwriting input searcher, for judging when the input mode of the search instruction is as handwriting input, the handwriting recognition module that the search instruction was matched or called the mobile terminal with the hand-written template prerecorded is recognized into the search instruction, and the search instruction is converted into the hand-written combined information of corresponding Chinese character, English, letter, numeral and symbol, and scanned for according to the hand-written combined information, obtain Search Results.
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| CN109165243A (en) * | 2018-08-15 | 2019-01-08 | 武汉烽火众智数字技术有限责任公司 | Similar case recommender system and its method based on the customized rule of combining related cases of user |
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| CN111292745A (en) * | 2020-01-23 | 2020-06-16 | 北京声智科技有限公司 | Method and device for processing voice recognition result and electronic equipment |
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| CN112860995A (en) * | 2021-02-04 | 2021-05-28 | 北京百度网讯科技有限公司 | Interaction method, device, client, server and storage medium |
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