CN107305566B - A kind of method and device to search for information matches picture - Google Patents
A kind of method and device to search for information matches picture Download PDFInfo
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- CN107305566B CN107305566B CN201610251898.9A CN201610251898A CN107305566B CN 107305566 B CN107305566 B CN 107305566B CN 201610251898 A CN201610251898 A CN 201610251898A CN 107305566 B CN107305566 B CN 107305566B
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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
- G06F16/951—Indexing; Web crawling techniques
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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
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
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Abstract
The embodiment of the present invention provides a kind of method and apparatus to search for information matches picture, which comprises in response to the searching request of user, obtains the first search result corresponding with the search key that described search request includes；It when determining that first search result does not include picture, is searched in the first picture library pre-established according to described search keyword, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with the corresponding relationship of picture and search key；Display is associated with the picture of described search Keywords matching with first search result by described.The embodiment of the present invention can be the search suitable picture of information Auto-matching, improve the readability of information, user is facilitated more intuitively to obtain information, reduce the frequent interaction of user and network, reduce resource occupying and waste.
Description
Technical field
The present embodiments relate to field of computer technology, and in particular to it is a kind of for search for information matches picture method and
Device.
Background technique
With the fast development of internet, internet has become important information publishing platform.In order to help user to exist
The information of user's needs is quickly and efficiently obtained in information ocean, search engine comes into being.In the prior art, search engine
People can be helped to pass through search key to obtain the information of needs.However, many search results show pure words
Search result, and inconvenient user intuitively obtains the information of needs, user needs to frequent switch on the corresponding net of search result
Page obtains interested information, increases the interaction of user and network, causes the waste of Internet resources.Particularly, for one
For a little information for wishing recommended reading, the displaying of pure words can not attract the concern and browsing of user.For example,
In the search result that search engine is shown, there are some advertisement search as a result, the content of these advertisement search results is by advertiser
It provides.If the ad content that advertiser provides does not include picture, often it can not attract user's note that click volume is not high.But
For many advertisers, the cost of manufacture of picture is very high, often can not configure suitable picture for ad content.Work as pure words
Advertisement search result occupy preferable display position, cannot but access the enough concerns of user and click when, virtually increase
Add user to search the time of information of interest, increases the interaction of user and network, and cause network to a certain extent
The occupancy and waste of resource.
Summary of the invention
The embodiment of the invention provides a kind of method and devices to search for information matches picture, can be search information
With suitable picture, the readability of information is improved, user is facilitated more intuitively to obtain information, reduces the frequent of user and network
Interaction reduces resource occupying and waste.
For this purpose, the embodiment of the present invention provides the following technical solutions:
In a first aspect, the embodiment of the invention provides a kind of methods to search for information matches picture, comprising:
In response to the searching request of user, the first search corresponding with the search key that described search request includes is obtained
As a result；
When determining that first search result does not include picture, according to described search keyword in first pre-established
It is searched in picture library, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with picture and searches
The corresponding relationship of rope keyword；
Display is associated with the picture of described search Keywords matching with first search result by described.
Second aspect, the embodiment of the invention provides a kind of devices to search for information matches picture, comprising:
Acquiring unit obtains for the searching request in response to user and requests the search key for including with described search
Corresponding first search result；
Matching unit, for being existed according to described search keyword when determining that first search result does not include picture
It is searched in the first picture library pre-established, obtains the picture with described search Keywords matching；Wherein, first picture library
It is stored with the corresponding relationship of picture and search key；
Display unit, for showing described be associated with the picture of described search Keywords matching with first search result
Show.
The third aspect, it to include to deposit that the embodiment of the invention provides a kind of devices for search for information matches picture
Perhaps more than one program one of them or more than one program is stored in memory by reservoir and one, and through matching
Setting to execute the one or more programs by one or more than one processor includes for performing the following operation
Instruction:
In response to the searching request of user, the first search corresponding with the search key that described search request includes is obtained
As a result；
When determining that first search result does not include picture, according to described search keyword in first pre-established
It is searched in picture library, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with picture and searches
The corresponding relationship of rope keyword；
Display is associated with the picture of described search Keywords matching with first search result by described.
Method and device provided in an embodiment of the present invention for search information matches picture, can be in response to the search of user
Request obtains the first search result corresponding with the search key that described search request includes；When determine it is described first search
It when as a result not including picture, is searched in the first picture library pre-established according to described search keyword, acquisition is searched with described
The picture of rope Keywords matching, and the picture can be associated with display with first search result.The embodiment of the present invention can
Think that the search result not comprising picture automatically configures matched picture, improve the readability of search result, increases recommended letter
The clicking rate of breath, and can be convenient user and more intuitively obtain information, the frequent interaction of user and network are reduced, network is reduced
Resource occupation and waste.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The some embodiments recorded in invention, for those of ordinary skill in the art, without creative efforts,
It is also possible to obtain other drawings based on these drawings.
Fig. 1 schematically shows the adaptable scene of the embodiment of the present invention；
Fig. 2 be one embodiment of the invention provide be search for information matches picture method flow diagram；
Fig. 3 is that another embodiment of the present invention provides be the method flow diagram for searching for information matches picture；
Fig. 4 be one embodiment of the invention provide be search for information matches picture schematic device；
A kind of Fig. 5 block diagram for search for the device of information matches picture shown according to an exemplary embodiment；
Fig. 6 is the structural schematic diagram of server in the embodiment of the present invention.
Specific embodiment
The embodiment of the invention provides a kind of method and devices to search for information matches picture, can be search information
With suitable picture, the readability of information is improved, user is facilitated more intuitively to obtain information, reduces the frequent of user and network
Interaction reduces resource occupying and waste.
Technical solution in order to enable those skilled in the art to better understand the present invention, below in conjunction with of the invention real
The attached drawing in example is applied, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described implementation
Example is only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, this field is common
Technical staff's every other embodiment obtained without making creative work, all should belong to protection of the present invention
Range.
It is the exemplary application scene of the embodiment of the present invention referring to Fig. 1.Method provided in an embodiment of the present invention can be applied
In scene as shown in Figure 1, wherein method provided in an embodiment of the present invention can be applied to terminal device 2 as shown in Figure 1
In, the terminal device 2 includes display interface 1.User can input search key in the search box 10 of display interface, eventually
End equipment 2 shows search result, such as search result 11 in response to the searching request of user.When described search result 11 is not wrapped
When containing picture, method and apparatus provided in an embodiment of the present invention can automatically configure picture 12 for search result 11, and will be described
Search result 11 is associated with display with picture 12.Terminal device shown in FIG. 1 can be existing, researching and developing or research and develop in the future
Any electronic equipment, including but not limited to: it is existing, researching and developing or in the future research and development, desktop computer, meter on knee
Calculation machine, mobile terminal (including smart phone, non-smart mobile phone, various tablet computers) etc..Certainly, provided in an embodiment of the present invention
Method and apparatus can also be applied in web page server, be not limited herein.It should be noted that above-mentioned application scenarios are only
It is to show to facilitate the understanding of the present invention, embodiments of the present invention are not limited in this respect.On the contrary, of the invention
Embodiment can be applied to applicable any scene.
Below in conjunction with attached drawing 2 to attached drawing 3 to be shown in exemplary embodiment of the present search information matches picture
Method is introduced.
Referring to fig. 2, be one embodiment of the invention provide be search for information matches picture method flow diagram.Such as Fig. 1 institute
Show, may include:
S201 is obtained and is requested the search key for including corresponding the with described search in response to the searching request of user
One search result.
When specific implementation, the searching request of user includes search key, and device provided in an embodiment of the present invention can be rung
One or more search results with described search Keywords matching should be obtained in the searching request of user.It is one or more
A search result includes at least the first search result.It should be noted that first search result can be according to preset
The search result that screening strategy is screened from one or more of search results, preferentially shown.Specific screening strategy
It can according to need flexible setting, herein without limiting.Particularly, first search result is for advertisement search as a result, institute
State the content that advertisement search result includes advertisement.
S202 is being pre-established when determining that first search result does not include picture according to described search keyword
The first picture library in search for, obtain and the picture of described search Keywords matching；Wherein, first picture library is stored with figure
The corresponding relationship of piece and search key.
In some embodiments, method provided in an embodiment of the present invention can also include the step for establishing the first picture library
Suddenly.Wherein, first picture library of establishing includes: according to historical search as a result, obtaining signature search keyword；For the feature
The picture of search key configurations match saves the corresponding relationship of the signature search keyword and the picture.
Wherein, the signature search keyword can be high frequency search key, or have special characteristic or
With the associated keyword of special-purpose.For example, the signature search keyword can be the higher keyword of search rate,
That is high frequency search key.The signature search keyword can also be associated with special-purpose, for example, search relevant to advertisement
Keyword.Generally speaking, the characteristic key words can be with centainly representing meaning, keyword with certain features.
In some embodiments, it when obtaining signature search keyword, statistical history search result, acquisition can use in advance
Family search rate is greater than the search key of the first preset threshold as signature search keyword.Certainly, although some keywords
Search rate be not greater than the first preset threshold, time factor can also be comprehensively considered, within a short period of time, the more heat of search
Word can also be used as signature search keyword.After determining signature search keyword, it can be the signature search keyword
The picture of configurations match, and save the corresponding relationship of the signature search keyword and the picture.It should be noted that institute
Stating and being characterized the picture of search key configuration in the first picture library is that versatility is relatively strong, also opposite with search key correlation
Stronger picture.In this way, the search result for being configured with picture is just more in line with expection of the user to search result, it can also improve and search
The attraction of hitch fruit brings more clicks.Particularly, when described search the result is that recommended information, such as advertisement search
When as a result, the amount of reading of advertisement is can be improved in aforesaid way, and then improves the ad revenue of advertiser and the income of advertising platform.
It in some embodiments, may include: to establish second for the picture of the signature search keyword configurations match
Picture library, the second picture inventory contain the corresponding relationship of picture and label；According to the signature search keyword described
Second picture is searched in library, obtains the label with the signature search Keywords matching；It is corresponding with label according to the picture
Picture corresponding with the label of the signature search Keywords matching is configured the signature search Keywords matching by relationship
Picture.For example, the picture setting that second picture library can be pre-established as basic picture library, in the second picture library
Matching label.The label is used to describe the content and/or classification of the picture.For example, being the picture of a width cake
The first label " cake " is configured, further, tag along sort " cuisines " can also be set for it.For the signature search it is crucial
It when word configures picture, can be scanned in second picture library, obtain picture corresponding with the label of signature search Keywords matching.
In this embodiment, relative to the mode for being manually characterized search key configuration picture, the efficiency of data processing is improved.
It in some embodiments, may include: according to history for the picture of the signature search keyword configurations match
Search result obtains the highest search result of clicking rate in search result corresponding with the signature search keyword and includes or close
The picture of connection；Include by the highest search result of the clicking rate or associated picture is configured to and the signature search keyword
Matched picture.For example, can analyze historical search for signature search keyword " ring " and used as a result, obtaining
Family filters out the picture or pass that the highest search result of clicking rate is included for the clicking rate of each search result of " ring "
The picture of connection, using the picture as the picture with the signature search Keywords matching.
When specific implementation, size adjusting can also be carried out to the picture, be adjusted to suitably sized, be saved in the
In one picture library.It is that user's history clicking rate is higher due to being characterized the picture of search key configuration in this embodiment
Picture, therefore considerably increase picture and be associated with the probability that the search result of display is clicked, improve recommended
Information pushes successful probability.Simultaneously as signature search keyword configuration picture be user's history clicking rate compared with
It is high, with search key correlation also relatively stronger picture, therefore, the search result for being configured with the picture is more in line with use
Expection of the family to search result, described search the result is that user want search result a possibility that increase significantly, save use
The search time at family reduces the frequent interaction of user and network, reduces resource occupying and waste.
It, can be with when being characterized the picture of search key configurations match it should be noted that in the respective embodiments described above
Word-breaking processing is carried out to signature search keyword in advance, obtains at least two keywords, and can determine that described at least two close
Kernel keyword in keyword.For example, word-breaking processing is carried out to signature search keyword " wedding ring ", it is available to arrive
Two keywords " marriage " and " ring " determine that the kernel keyword in two keywords is " ring ", and are kernel keyword
The picture of " ring " configurations match.For another example, word-breaking processing is carried out to signature search keyword " summer time is part-time ", it is available to two
A keyword " summer time " and " part-time " determine that the kernel keyword in two keywords is " part-time ", and " simultaneous for kernel keyword
The picture of duty " configurations match.
Wherein it is determined that the method for kernel keyword can be multiplicity, such as can be according to keyword and other vocabulary
Word-building capacity, using the strong keyword of word-building capacity as kernel keyword.It for another example, can also be according to each keyword pair after fractionation
The weight answered determines kernel keyword, by the higher keyword of weight, is determined as kernel keyword.The weight of keyword is arranged
Can be set as needed, for example, signature search keyword " wedding ring ", for after splitting keyword " marriage " and
" ring ", the keyword " ring " belong to entity word, then weight is higher；The keyword " marriage " belongs to qualifier or restriction
Word, then weight is more low.It is of course also possible to use other methods, herein without limiting.
It should be noted that if carrying out word-breaking processing to signature search keyword, the scope of application of picture can be improved, drop
The cost of low configuration picture.For example, for signature search keyword " wedding ring " and " ring of proposing ", by tearing open
Word processing can obtain keyword " ring ", only need to configure a picture for keyword " ring " in picture library, be not necessarily to
Picture is respectively configured for " wedding ring " and " ring of proposing ", reduces the cost of configuration picture.In addition, the picture of " ring " can
To be able to achieve matching with search key " wedding ring ", " ring of proposing ", achievees the effect that a figure is multi-purpose, improved figure
The scope of application of piece.Certainly, not also possible to the progress word-breaking processing of signature search keyword, the present invention is to this without limit
It is fixed.
After establishing the first picture library, it can in response to the searching request of user, acquisition includes with described search request
Corresponding first search result of search key, when determining that first search result does not include picture, it can automatic
Matching picture is configured for the first search result.Wherein it is possible to whether include image link according in the first search result
To determine if to be determined if to include picture according to the document structure information of the first search result comprising picture.
It is in some embodiments, described to be searched in the first picture library pre-established according to described search keyword,
Obtaining with the picture of described search Keywords matching includes: to carry out word-breaking processing to described search keyword, obtains at least two
Keyword；At least two keyword is matched with the picture in first picture library, obtains matching result；By institute
It states the corresponding picture of the high keyword of matching degree in matching result and is determined as picture with described search Keywords matching.It illustrates
It is bright, it is assumed that the corresponding search key of the first search result is " ring of proposing ", can be split into " the first keyword=propose ", " the
Two keywords=ring "；Assuming that " Beijing cake which good " the corresponding search key of the first search result be, can be split into " the
One keyword=Beijing, the second keyword=cake, third keyword=which, the 4th keyword=good ".For example, right
It is " Beijing cake which good " in search key, 4 keywords " Beijing " " cake " " which " " good " split exist
It is scanned in first picture library, obtains matching picture, and calculate separately the matching degree of each keyword and photo.Its
In, the method for calculating matching degree, which can be, to be set as needed, herein without limiting.Assuming that keyword " Beijing " and a mark
Label are that the picture in " Tian An-men " realizes matching, matching degree 50%；Assuming that keyword " cake " is " egg with a label
The picture of cake " realizes matching, matching degree 100%；Keyword " which " is " good " matching without picture, and matching degree is
0%.So, by the highest picture of matching degree " cake " as with the matched picture of search key " Beijing cake which good ".
Further, it is described that method provided in an embodiment of the present invention, which can also include: in first picture library,
Corresponding picture is configured with the low keyword of matching degree in result, saves pair of the picture keyword low with the matching degree
It should be related to.For example, keyword " Beijing " lower for matching degree, if user's search is more, or it is arranged
One matching picture.For another example, when search key is " unmanned plane ", matching figure is not present in the first picture library
Piece when that is, matching degree is zero, if user's search is more, can configure the picture that a label is " unmanned plane ", thus for it
The update and maintenance of the first picture library are realized, to improve the scope of application of the picture of the first picture library.
It is in some embodiments, described to be searched in the first picture library pre-established according to described search keyword,
Obtaining with the picture of described search Keywords matching includes: to carry out word-breaking processing to described search keyword, obtains at least two
Keyword；Determine the kernel keyword at least two keyword；By the kernel keyword and first picture library
In picture matched, obtain matching result；The matched picture of the kernel keyword is determined as and described search key
The matched picture of word.For example, carrying out word-breaking processing, available to two keywords to search key " wedding ring "
" marriage " and " ring " can determine that the kernel keyword in two keywords is " ring " by certain algorithm, and by institute
It states kernel keyword " ring " to be matched with the picture in first picture library, obtains matching result.For another example, search is crucial
" Beijing cake which good " word be, can be split into " the first keyword=Beijing, the second keyword=cake, third keyword=which
Family, the 4th keyword=good ", is determined as kernel keyword for keyword " cake ".Wherein it is determined that the mode of kernel keyword with
The mode of kernel keyword in aforementioned determining signature search keyword is identical, and details are not described herein.For example, can be according to key
The word-building capacity of word and other vocabulary, using the strong keyword of word-building capacity as kernel keyword.For another example, after can be according to fractionation
The corresponding weight of each keyword determine kernel keyword, by the higher keyword of weight, be determined as kernel keyword.
It in some embodiments, can not also be to search key in determining picture matched with search key
Carry out word-breaking processing.For example, there is a label in the first picture library if search key is " ring of proposing " " to ask
Wedding ring refers to " picture, matching can be carried out both at this time, there is no the search results of picture can be automatically configured to picture
Search result.Particularly, when described search result is advertisement search result, no figure advertisement, which can obtain intelligently, plus figure upgrades to has
Figure advertisement.
In some embodiments, it searched for, obtained in the first picture library pre-established according to described search keyword
When taking the picture with described search Keywords matching, specific matching process can be precisely matching and be also possible to fuzzy matching.
For example, search key is that " ring of proposing " then it is needed and label is " ring of proposing when matching process is precisely to match
The picture of finger " realizes precisely matching.When matching process is fuzzy matching, search key is " ring of proposing ", can also be with
With the picture realization fuzzy matching that label is " wedding ring ".
S203 is associated with display with the picture of described search Keywords matching with first search result for described.
It, can be displayed along by the picture and the first search result according to preset layout when specific implementation.For example,
In application scenarios as shown in Figure 1, the first search result 11 is associated with display with picture 12.For example, picture setting is existed
Left side, the text information for including by search result are arranged on right side.It is the scene of advertisement search result for the first search result,
The picture can be cut into the size of advertisement needs, configured on the left of the content of text that advertisement includes.Specific layout can
To be set as needed, herein without limiting.It is of course also possible to when establishing the first picture library, i.e., to figure wherein included
The size of piece is adjusted, and is allowed to match search result.In this way, it is possible to reduce user waits the time of search result, improves and uses
Family experience.
In some embodiments, the size for the text information that can also include according to first search result, adjustment
The size of the picture and/or the layout of the adjustment picture and the text information.For example, different search result packets
The length of the text information contained may be different, at this moment need the size according to text information, to adjust the size of matched picture,
And/or the layout of adjustment picture and text information, to reach preferable display effect.
In some embodiments, first search result is advertisement search as a result, described will described and described search
It includes: by described and described search Keywords matching figure that the picture of Keywords matching, which is associated with display with first search result,
Piece ad content association display corresponding with advertisement search result.
In embodiments of the present invention, matched picture can be automatically configured for the search result not comprising picture, raising is searched
The readability of hitch fruit, increases the clicking rate of recommended information, and can be convenient user and more intuitively obtain information, reduces and uses
The frequent interaction at family and network reduces resource occupying and waste.
Be more clearly understood that embodiment of the application under concrete scene for the ease of those skilled in the art, below with
The application embodiment is introduced in one specific example.It should be noted that the specific example is only so that this field skill
Art personnel more clearly understand the present invention, but embodiments of the present invention are not limited to the specific example.
Referring to Fig. 3, for another embodiment of the present invention provides be the method flow diagram for searching for information matches picture.
S301, according to historical search as a result, obtaining signature search keyword.
S302, be the signature search keyword configurations match picture, save the signature search keyword with it is described
The corresponding relationship of picture, to establish the first picture library.
S303 is obtained and is requested the search key for including corresponding the with described search in response to the searching request of user
One search result.
S304 carries out word-breaking processing to described search keyword when determining that first search result does not include picture,
Obtain at least two keywords.
S305 matches at least two keyword with the picture in first picture library, obtains matching knot
Fruit.
The corresponding picture of the high keyword of matching degree in the matching result is determined as and described search keyword by S306
Matched picture.
S307 is associated with display with the picture of described search Keywords matching with first search result for described.
S308 is that the keyword that matching degree is low in the matching result configures corresponding figure in first picture library
Piece saves the corresponding relationship of the picture keyword low with the matching degree.
It should be noted that the replacement step as S305 and S306, can determine after obtaining at least two keywords
Kernel keyword at least two keyword；Picture in the kernel keyword and first picture library is carried out
Matching obtains matching result；The matched picture of the kernel keyword is determined as to the picture with described search Keywords matching.
Above-mentioned implementation method is illustrated so that first search result is advertisement search result as an example.For example, the
There are the pictures that a label is ring, i.e. tag1=ring in one picture library.The keyword of user's search is that " bloves is guarded against
Refer to ", by calculating, the advertisement search result of displaying is one without figure advertisement, i.e., advertisement search corresponding with " bloves ring "
It as a result is pure words advertisement.The keyword " bloves ring " that method provided in an embodiment of the present invention can search for user carries out
Word-breaking, can word-breaking be " word1=bloves ", " word2=ring ".At this point, by the keyword " bloves " " ring " of fractionation
It is matched respectively with the picture in the first picture library, obtaining matching result is " tag1=word2 ", i.e., in the first picture library
There are the pictures that label is " ring " to match with keyword " ring ", at this moment shows picture and Advertisement association, can be for client's
Without the picture in figure advertisement Auto-matching picture library.In this way, can include the picture of ring for no figure advertisement Auto-matching one,
And matched picture is associated with display with advertisement search result, to increase the readability of advertisement search result, increase a little
Hit rate, reduce user search search result time, reduce the interaction of user and network, reduce resource occupying with
Waste.
Referring to fig. 4, be one embodiment of the invention provide be search for information matches picture schematic device.
A kind of device 400 to search for information matches picture, comprising:
It is crucial to obtain the search for including with described search request for the searching request in response to user for acquiring unit 401
Corresponding first search result of word.
Matching unit 402, for when determine first search result do not include picture when, according to described search keyword
It is searched in the first picture library pre-established, obtains the picture with described search Keywords matching；Wherein, first picture
Inventory contains the corresponding relationship of picture and search key.
Display unit 403, for being closed described with the picture of described search Keywords matching and first search result
Connection display.
Wherein, the matching unit 402 includes:
First word-breaking unit obtains at least two keywords for carrying out word-breaking processing to described search keyword；
First matching unit, for carrying out the picture at least two keyword and first picture library
Match, obtains matching result；
First determination unit, for the corresponding picture of the high keyword of matching degree in the matching result to be determined as and institute
State the matched picture of search key.
Wherein, described device further include:
Picture library updating unit, for being that the keyword that matching degree is low in the matching result is matched in first picture library
Corresponding picture is set, the corresponding relationship of the picture keyword low with the matching degree is saved.
Wherein, the matching unit 402 includes:
Second word-breaking unit obtains at least two keywords for carrying out word-breaking processing to described search keyword；
Second determination unit, for determining the kernel keyword at least two keyword；
Second matching unit is obtained for matching the kernel keyword with the picture in first picture library
Take matching result；
Third determination unit, for the matched picture of the kernel keyword to be determined as and described search Keywords matching
Picture.
Wherein, described device further includes that the first picture library establishes unit, and first picture library establishes unit and includes:
Search term acquiring unit is used for according to historical search as a result, obtaining signature search keyword；
Picture configuration unit saves the signature search for the picture for the signature search keyword configurations match
The corresponding relationship of keyword and the picture.
Wherein, the picture configuration unit includes:
Unit is established in second picture library, and for establishing second picture library, the second picture inventory contains picture and label
Corresponding relationship；
First search unit, for being searched in the second picture library according to the signature search keyword, obtain with
The label of the signature search Keywords matching；
First configuration unit will be with the signature search keyword for the corresponding relationship according to the picture and label
The corresponding picture of matched label is configured to the picture of the signature search Keywords matching.
Wherein, the picture configuration unit includes:
Picture obtaining unit is used for according to historical search as a result, obtaining search corresponding with the signature search keyword
As a result the highest search result of middle clicking rate includes or associated picture；
Second configuration unit, for including by the highest search result of the clicking rate or associated picture is configured to and institute
State the picture of signature search Keywords matching.
Wherein, the display unit is specifically used for:
According to the size for the text information that first search result includes, the size and/or adjustment of the picture are adjusted
The layout of the picture and the text information.
Wherein, the display unit is specifically used for:
When first search result is advertisement search result, by the picture with described search Keywords matching with
The corresponding ad content association display of advertisement search result.
Wherein, the setting of apparatus of the present invention each unit or module is referred to Fig. 2 and realizes to method shown in Fig. 3,
This is not repeated.
Referring to Fig. 5, for a kind of device for for search information matches picture shown according to an exemplary embodiment
Block diagram.For example, device 500 can be mobile phone, and computer, digital broadcasting terminal, messaging device, game console,
Tablet device, Medical Devices, body-building equipment, personal digital assistant etc..
Referring to Fig. 5, device 500 may include following one or more components: processing component 502, memory 504, power supply
Component 506, multimedia component 508, audio component 510, the interface 512 of input/output (I/O), sensor module 514, and
Communication component 516.
The integrated operation of the usual control device 500 of processing component 502, such as with display, telephone call, data communication, phase
Machine operation and record operate associated operation.Processing component 502 may include that one or more processors 520 refer to execute
It enables, to perform all or part of the steps of the methods described above.In addition, processing component 502 may include one or more modules, just
Interaction between processing component 502 and other assemblies.For example, processing component 502 may include multi-media module, it is more to facilitate
Interaction between media component 508 and processing component 502.
Memory 504 is configured as storing various types of data to support the operation in equipment 500.These data are shown
Example includes the instruction of any application or method for operating on device 500, contact data, and telephone book data disappears
Breath, picture, video etc..Memory 504 can be by any kind of volatibility or non-volatile memory device or their group
It closes and realizes, such as static random access memory (SRAM), electrically erasable programmable read-only memory (EEPROM) is erasable to compile
Journey read-only memory (EPROM), programmable read only memory (PROM), read-only memory (ROM), magnetic memory, flash
Device, disk or CD.
Power supply module 506 provides electric power for the various assemblies of device 500.Power supply module 506 may include power management system
System, one or more power supplys and other with for device 500 generate, manage, and distribute the associated component of electric power.
Multimedia component 508 includes the screen of one output interface of offer between described device 500 and user.One
In a little embodiments, screen may include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen
Curtain may be implemented as touch screen, to receive input signal from the user.Touch panel includes one or more touch sensings
Device is to sense the gesture on touch, slide, and touch panel.The touch sensor can not only sense touch or sliding action
Boundary, but also detect duration and pressure associated with the touch or slide operation.In some embodiments, more matchmakers
Body component 508 includes a front camera and/or rear camera.When equipment 500 is in operation mode, such as screening-mode or
When video mode, front camera and/or rear camera can receive external multi-medium data.Each front camera and
Rear camera can be a fixed optical lens system or have focusing and optical zoom capabilities.
Audio component 510 is configured as output and/or input audio signal.For example, audio component 510 includes a Mike
Wind (MIC), when device 500 is in operation mode, when such as call mode, recording mode, and voice recognition mode, microphone is matched
It is set to reception external audio signal.The received audio signal can be further stored in memory 504 or via communication set
Part 516 is sent.In some embodiments, audio component 510 further includes a loudspeaker, is used for output audio signal.
I/O interface 512 provides interface between processing component 502 and peripheral interface module, and above-mentioned peripheral interface module can
To be keyboard, click wheel, button etc..These buttons may include, but are not limited to: home button, volume button, start button and lock
Determine button.
Sensor module 514 includes one or more sensors, and the state for providing various aspects for device 500 is commented
Estimate.For example, sensor module 514 can detecte the state that opens/closes of equipment 500, and the relative positioning of component, for example, it is described
Component is the display and keypad of device 500, and sensor module 514 can be with 500 1 components of detection device 500 or device
Position change, the existence or non-existence that user contacts with device 500,500 orientation of device or acceleration/deceleration and device 500
Temperature change.Sensor module 514 may include proximity sensor, be configured to detect without any physical contact
Presence of nearby objects.Sensor module 514 can also include optical sensor, such as CMOS or ccd image sensor, at
As being used in application.In some embodiments, which can also include acceleration transducer, gyro sensors
Device, Magnetic Sensor, pressure sensor or temperature sensor.
Communication component 516 is configured to facilitate the communication of wired or wireless way between device 500 and other equipment.Device
500 can access the wireless network based on communication standard, such as WiFi, 2G or 3G or their combination.In an exemplary implementation
In example, communication component 516 receives broadcast singal or broadcast related information from external broadcasting management system via broadcast channel.
In one exemplary embodiment, the communication component 516 further includes near-field communication (NFC) module, to promote short range communication.Example
Such as, NFC module can be based on radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology,
Bluetooth (BT) technology and other technologies are realized.
In the exemplary embodiment, device 500 can be believed by one or more application specific integrated circuit (ASIC), number
Number processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for executing the above method.
In the exemplary embodiment, a kind of non-transitorycomputer readable storage medium including instruction, example are additionally provided
It such as include the memory 504 of instruction, above-metioned instruction can be executed by the processor 520 of device 500 to complete the above method.For example,
The non-transitorycomputer readable storage medium can be ROM, random access memory (RAM), CD-ROM, tape, floppy disk
With optical data storage devices etc..
A kind of non-transitorycomputer readable storage medium, when the instruction in the storage medium is by the processing of mobile terminal
When device executes, so that mobile terminal is able to carry out a kind of method for search for information matches picture, which comprises ring
The first search result corresponding with the search key that described search request includes should be obtained in the searching request of user；
When determining that first search result does not include picture, according to described search keyword in first pre-established
It is searched in picture library, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with picture and searches
The corresponding relationship of rope keyword；
Display is associated with the picture of described search Keywords matching with first search result by described.
Fig. 6 is the structural schematic diagram of server in the embodiment of the present invention.The server 600 can be due to configuration or performance be different
Generate bigger difference, may include one or more central processing units (central processing units,
CPU) 622 (for example, one or more processors) and memory 632, one or more storage application programs 642 or
The storage medium 630 (such as one or more mass memory units) of data 644.Wherein, memory 632 and storage medium
630 can be of short duration storage or persistent storage.The program for being stored in storage medium 630 may include one or more modules
(diagram does not mark), each module may include to the series of instructions operation in server.Further, central processing unit
622 can be set to communicate with storage medium 630, and the series of instructions behaviour in storage medium 630 is executed on server 600
Make.
Server 60 can also include one or more power supplys 626, one or more wired or wireless networks
Interface 650, one or more input/output interfaces 658, one or more keyboards 656, and/or, one or one
The above operating system 641, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM etc..
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to of the invention its
Its embodiment.The present invention is directed to cover any variations, uses, or adaptations of the invention, these modifications, purposes or
Person's adaptive change follows general principle of the invention and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and true scope and spirit of the invention are by following
Claim is pointed out.
It should be understood that the present invention is not limited to the precise structure already described above and shown in the accompanying drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present invention is limited only by the attached claims
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
There is also other identical elements in process, method, article or equipment including the element.The present invention can be by calculating
The general described in the text, such as program module up and down for the computer executable instructions that machine executes.Generally, program module includes holding
The routine of row particular task or realization particular abstract data type, programs, objects, component, data structure etc..It can also divide
Cloth, which calculates, practices the present invention in environment, in these distributed computing environments, by connected long-range by communication network
Processing equipment executes task.In a distributed computing environment, program module can be located at the local including storage equipment
In remote computer storage medium.
All the embodiments in this specification are described in a progressive manner, same and similar portion between each embodiment
Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for device reality
For applying example, since it is substantially similar to the method embodiment, so describing fairly simple, related place is referring to embodiment of the method
Part explanation.The apparatus embodiments described above are merely exemplary, wherein described be used as separate part description
Unit may or may not be physically separated, component shown as a unit may or may not be
Physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to the actual needs
Some or all of the modules therein is selected to achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying
In the case where creative work, it can understand and implement.The above is only a specific embodiment of the invention, should be referred to
Out, for those skilled in the art, without departing from the principle of the present invention, can also make several
Improvements and modifications, these modifications and embellishments should also be considered as the scope of protection of the present invention.
Claims (19)
1. a kind of method to search for information matches picture characterized by comprising
In response to the searching request of user, obtains the first search corresponding with the search key that described search request includes and tie
Fruit；First search result is and the search result that preferentially shows in the search result of described search Keywords matching；
When determining that first search result does not include picture, according to described search keyword in the first picture pre-established
It is searched in library, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with picture and search is closed
The corresponding relationship of keyword；
Display is associated with the picture of described search Keywords matching with first search result by described.
2. the method according to claim 1, wherein it is described according to described search keyword in pre-established
It is searched in one picture library, acquisition and the picture of described search Keywords matching include:
Word-breaking processing is carried out to described search keyword, obtains at least two keywords；
At least two keyword is matched with the picture in first picture library, obtains matching result；
The corresponding picture of the high keyword of matching degree in the matching result is determined as the figure with described search Keywords matching
Piece.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
It is that matching degree is low in the matching result keyword configures corresponding picture in first picture library, described in preservation
The corresponding relationship of the picture keyword low with the matching degree.
4. the method according to claim 1, wherein it is described according to described search keyword in pre-established
It is searched in one picture library, acquisition and the picture of described search Keywords matching include:
Word-breaking processing is carried out to described search keyword, obtains at least two keywords；
Determine the kernel keyword at least two keyword；
The kernel keyword is matched with the picture in first picture library, obtains matching result；
The matched picture of the kernel keyword is determined as to the picture with described search Keywords matching.
5. the method according to claim 1, wherein the method also includes:
According to historical search as a result, obtaining signature search keyword；
For the picture of the signature search keyword configurations match, it is corresponding with the picture to construct the signature search keyword
Relationship is stored in first picture library.
6. according to the method described in claim 5, it is characterized in that, the figure for the signature search keyword configurations match
Piece includes:
Second picture library is established, the second picture inventory contains the corresponding relationship of picture and label；
It is searched for, is obtained and the signature search Keywords matching in the second picture library according to the signature search keyword
Label；
According to the corresponding relationship of the picture and label, picture corresponding with the label of the signature search Keywords matching is matched
It is set to the picture of the signature search Keywords matching.
7. according to the method described in claim 5, it is characterized in that, the figure for the signature search keyword configurations match
Piece includes:
According to historical search as a result, obtaining the highest search of clicking rate in search result corresponding with the signature search keyword
As a result include or associated picture；
Include by the highest search result of the clicking rate or associated picture is configured to and the signature search Keywords matching
Picture.
8. the method according to claim 1, wherein described be associated with the picture with first search result
Display includes:
According to the size for the text information that first search result includes, adjust described in the size and/or adjustment of the picture
The layout of picture and the text information.
9. the method according to claim 1, wherein first search result is advertisement search as a result, described
It is associated with the picture of described search Keywords matching with first search result display by described and includes:
By the ad content association display corresponding with advertisement search result of described and described search Keywords matching picture.
10. a kind of device to search for information matches picture characterized by comprising
Acquiring unit obtains corresponding with the search key that described search request includes for the searching request in response to user
The first search result；First search result is to search with what is preferentially shown in the search result of described search Keywords matching
Hitch fruit；
Matching unit, for when determine first search result do not include picture when, according to described search keyword preparatory
It is searched in the first picture library established, obtains the picture with described search Keywords matching；Wherein, the first picture library storage
There is the corresponding relationship of picture and search key；
Display unit, for being associated with display with the picture of described search Keywords matching with first search result for described.
11. device according to claim 10, which is characterized in that the matching unit includes:
First word-breaking unit obtains at least two keywords for carrying out word-breaking processing to described search keyword；
First matching unit is obtained for matching at least two keyword with the picture in first picture library
Take matching result；
First determination unit, for the corresponding picture of the high keyword of matching degree in the matching result to be determined as searching with described
The picture of rope Keywords matching.
12. device according to claim 11, which is characterized in that described device further include:
Picture library updating unit, for being the configuration pair of matching degree is low in the matching result keyword in first picture library
The picture answered saves the corresponding relationship of the picture keyword low with the matching degree.
13. device according to claim 10, which is characterized in that the matching unit includes:
Second word-breaking unit obtains at least two keywords for carrying out word-breaking processing to described search keyword；
Second determination unit, for determining the kernel keyword at least two keyword；
Second matching unit, for the kernel keyword to be matched with the picture in first picture library, acquisition
With result；
Third determination unit, for the matched picture of the kernel keyword to be determined as to the figure with described search Keywords matching
Piece.
14. device according to claim 10, which is characterized in that described device further includes that the first picture library establishes unit,
First picture library establishes unit and includes:
Search term acquiring unit is used for according to historical search as a result, obtaining signature search keyword；
It is crucial to save the signature search for the picture for the signature search keyword configurations match for picture configuration unit
The corresponding relationship of word and the picture.
15. device according to claim 14, which is characterized in that the picture configuration unit includes:
Unit is established in second picture library, and for establishing second picture library, the second picture inventory contains pair of picture and label
It should be related to；
First search unit, for being searched in the second picture library according to the signature search keyword, obtain with it is described
The label of signature search Keywords matching；
First configuration unit will be with the signature search Keywords matching for the corresponding relationship according to the picture and label
The corresponding picture of label be configured to the picture of the signature search Keywords matching.
16. device according to claim 14, which is characterized in that the picture configuration unit includes:
Picture obtaining unit is used for according to historical search as a result, obtaining search result corresponding with the signature search keyword
The middle highest search result of clicking rate includes or associated picture；
Second configuration unit, for including by the highest search result of the clicking rate or associated picture is configured to and the spy
Levy the matched picture of search key.
17. device according to claim 10, which is characterized in that the display unit is specifically used for:
According to the size for the text information that first search result includes, adjust described in the size and/or adjustment of the picture
The layout of picture and the text information.
18. device according to claim 10, which is characterized in that the display unit is specifically used for:
When first search result is advertisement search result, by the picture with described search Keywords matching and advertisement
The corresponding ad content association display of search result.
19. a kind of device for search for information matches picture, which is characterized in that include memory and one or
More than one program, perhaps more than one program is stored in memory and is configured to by one or one for one of them
It includes the instruction for performing the following operation that a above processor, which executes the one or more programs:
In response to the searching request of user, obtains the first search corresponding with the search key that described search request includes and tie
Fruit；First search result is and the search result that preferentially shows in the search result of described search Keywords matching；
When determining that first search result does not include picture, according to described search keyword in the first picture pre-established
It is searched in library, obtains the picture with described search Keywords matching；Wherein, first picture library is stored with picture and search is closed
The corresponding relationship of keyword；
Display is associated with the picture of described search Keywords matching with first search result by described.
Priority Applications (2)
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| CN201610251898.9A CN107305566B (en) | 2016-04-21 | 2016-04-21 | A kind of method and device to search for information matches picture |
| PCT/CN2016/106183 WO2017181663A1 (en) | 2016-04-21 | 2016-11-17 | Method and device for matching image to search information |
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| CN201610251898.9A CN107305566B (en) | 2016-04-21 | 2016-04-21 | A kind of method and device to search for information matches picture |
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| CN107908707A (en) * | 2017-11-09 | 2018-04-13 | 程杰 | The method for building up and its picture searching method in a kind of picture materials storehouse |
| CN109948401A (en) * | 2017-12-20 | 2019-06-28 | 北京京东尚科信息技术有限公司 | Data processing method and its system for text |
| CN110134850B (en) * | 2018-02-09 | 2024-05-14 | 北京搜狗科技发展有限公司 | Searching method and device |
| CN110727815B (en) * | 2018-07-16 | 2024-01-30 | 浙江大华技术股份有限公司 | Method, equipment and readable storage medium for updating graph library searching graph by graph |
| CN110020411B (en) * | 2019-03-29 | 2020-10-09 | 上海掌门科技有限公司 | Image-text content generation method and equipment |
| CN112925939A (en) * | 2019-12-05 | 2021-06-08 | 阿里巴巴集团控股有限公司 | Picture searching method, description information generating method, device and storage medium |
| CN111368107B (en) * | 2020-02-18 | 2024-03-12 | 深圳传音控股股份有限公司 | Gallery searching method, terminal and computer storage medium |
| CN113763005A (en) * | 2020-09-23 | 2021-12-07 | 北京沃东天骏信息技术有限公司 | Picture advertisement pushing method, electronic equipment and computer readable storage medium |
| CN113722598B (en) * | 2021-09-02 | 2024-05-10 | 上海蒜芽信息科技有限公司 | Flight search interaction method, system, electronic device and storage medium |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101984420A (en) * | 2010-09-03 | 2011-03-09 | 百度在线网络技术（北京）有限公司 | Method and equipment for searching pictures based on word segmentation processing |
| CN103064903A (en) * | 2012-12-18 | 2013-04-24 | 厦门市美亚柏科信息股份有限公司 | Method and device for searching images |
| CN103226573A (en) * | 2013-03-28 | 2013-07-31 | 百度在线网络技术（北京）有限公司 | Association displaying method of search results and client |
| CN103942272A (en) * | 2014-03-27 | 2014-07-23 | 北京百度网讯科技有限公司 | Image search method and device |
| CN104462212A (en) * | 2014-11-04 | 2015-03-25 | 百度在线网络技术（北京）有限公司 | Information exhibiting method and device |
| CN104504109A (en) * | 2014-12-30 | 2015-04-08 | 百度在线网络技术（北京）有限公司 | Image search method and device |
| CN104504110A (en) * | 2014-12-30 | 2015-04-08 | 百度在线网络技术（北京）有限公司 | Search method and device |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102609458B (en) * | 2012-01-12 | 2015-08-05 | 北京搜狗信息服务有限公司 | A kind of picture recommendation method and device |
| JP5997738B2 (en) * | 2014-09-11 | 2016-09-28 | ヤフー株式会社 | Information providing system, information providing server, information providing method and program |
| CN104881451A (en) * | 2015-05-18 | 2015-09-02 | 百度在线网络技术（北京）有限公司 | Image searching method and image searching device |
-
2016
- 2016-04-21 CN CN201610251898.9A patent/CN107305566B/en active Active
- 2016-11-17 WO PCT/CN2016/106183 patent/WO2017181663A1/en active Application Filing
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101984420A (en) * | 2010-09-03 | 2011-03-09 | 百度在线网络技术（北京）有限公司 | Method and equipment for searching pictures based on word segmentation processing |
| CN103064903A (en) * | 2012-12-18 | 2013-04-24 | 厦门市美亚柏科信息股份有限公司 | Method and device for searching images |
| CN103226573A (en) * | 2013-03-28 | 2013-07-31 | 百度在线网络技术（北京）有限公司 | Association displaying method of search results and client |
| CN103942272A (en) * | 2014-03-27 | 2014-07-23 | 北京百度网讯科技有限公司 | Image search method and device |
| CN104462212A (en) * | 2014-11-04 | 2015-03-25 | 百度在线网络技术（北京）有限公司 | Information exhibiting method and device |
| CN104504109A (en) * | 2014-12-30 | 2015-04-08 | 百度在线网络技术（北京）有限公司 | Image search method and device |
| CN104504110A (en) * | 2014-12-30 | 2015-04-08 | 百度在线网络技术（北京）有限公司 | Search method and device |
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|---|---|
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| CN107305566A (en) | 2017-10-31 |
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