CN104361109B - The method and apparatus for determining picture the selection result - Google Patents
The method and apparatus for determining picture the selection result Download PDFInfo
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- CN104361109B CN104361109B CN201410708056.2A CN201410708056A CN104361109B CN 104361109 B CN104361109 B CN 104361109B CN 201410708056 A CN201410708056 A CN 201410708056A CN 104361109 B CN104361109 B CN 104361109B
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Abstract
The present invention provides a kind of method and apparatus of determining picture the selection result, comprising: according to the ranking results being ranked up to multiple queries sequence based on temperature information, chooses the search sequence of predetermined quantity before sorting as screening search sequence；It determines that corresponding search shows pictorial information according to screening search sequence, determines that the search based on search sequence showed pictorial information shows relevant information；According to relevant information is showed, picture the selection result is determined.Due to user's attention rate of recent a period of time of temperature information assurance screening search sequence, and shows relevant information and embody the correlation searched for and showed between pictorial information and search sequence, therefore, based on temperature information and show correlation requirement and user demand that the picture the selection result that relevant information is screened meets search engine retrieving.Further, the screening storage that can carry out high-quality image data on huge data set for search engine provides reliable guarantee.
Description
Technical field
The present invention relates to search engine technique fields, specifically, the present invention relates to a kind of determining picture the selection results
Method and apparatus.
Background technique
With the continuous development of Internet technology and the continuous expansion of information, use demand of the people for the network information
Higher and higher, search engine becomes the important tool that people obtain the network information.After user input query sequence (query),
The page associated with the search sequence would generally be included in search result and return to user by search engine.
In the prior art, search engine is to crawl into webpage by spider tracking link, and by the page grabbed of creeping
Data are stored into search database.Due to passing through the page data Cheng Baiyi rank grabbed of creeping, search engine is deposited
The storage pressure for storing up equipment is huge, and safeguards that huge data are also required to spend higher human cost, such as picture-type files
Etc. larger, even if it is more still to occupy storage using compression algorithm；Meanwhile the page data amount newly grabbed daily is also continuing
Increase, but the storage resource of search engine storage equipment is limited, can not unlimitedly expand, therefore, the storage energy of search engine
Power is by serious challenge.
Summary of the invention
In view of the above problems, it proposes on the present invention overcomes the above problem or at least be partially solved in order to provide one kind
The method for stating a kind of determining picture the selection result of problem, comprising:
According to the ranking results being ranked up to multiple queries sequence based on temperature information, predetermined quantity before sorting is chosen
Search sequence is as screening search sequence；
It determines that corresponding search shows pictorial information according to screening search sequence, determines that the search based on search sequence shows
Pictorial information shows relevant information；
According to relevant information is showed, picture the selection result is determined.
The present invention also provides a kind of devices of determining picture the selection result, comprising:
Sequence determining module, for according to the ranking results being ranked up to multiple queries sequence based on temperature information, choosing
Take the search sequence of predetermined quantity before sorting as screening search sequence；
Show information determination module, for determining that corresponding search shows pictorial information according to screening search sequence, determines
What the search based on search sequence showed pictorial information shows relevant information；
Screening module, for determining picture the selection result according to relevant information is showed.
In the present embodiment, its corresponding search is obtained according to the screening search sequence chosen based on temperature information and shows figure
Piece information then shows in pictorial information determination picture the selection result from search based on showing relevant information；Due to temperature information
Ensure that screening search sequence recent a period of time user's attention rate, and show relevant information embody search show picture letter
Therefore breath and the correlation between search sequence based on temperature information and show the picture screening knot that relevant information screens
Fruit meets correlation requirement and the user demand of search engine retrieving.Further, since picture the selection result is from 10,000,000,000 numbers
Show the pictorial information for meeting predetermined preferred standard filtered out in pictorial information according to the search of rank, to exist for search engine
The screening storage that high-quality image data is carried out on huge data set provides reliable guarantee, it is ensured that screens the high-quality picture of storage
The degree of correlation requirement of data fit search engine retrieving, it is final to can be achieved to reduce the data storage capacity of search engine, save search
Engine stores the memory space of equipment, mitigates search engine data processing load and reduces the purpose of machine and human cost.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is the flow chart of method one embodiment of the determination picture the selection result in the present invention；
Fig. 2 is the flow chart of one preferred embodiment of method of the determination picture the selection result in the present invention；
Fig. 3 is the structural schematic diagram of device one embodiment of the determination picture the selection result in the present invention；
Fig. 4 is the structural schematic diagram of one preferred embodiment of device of the determination picture the selection result in the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention
Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here
To explain.
Fig. 1 is the flow chart of method one embodiment of the determination picture the selection result in the present invention.
In step s 110, according to the ranking results being ranked up to multiple queries sequence based on temperature information, the row of selection
The search sequence of predetermined quantity is as screening search sequence before sequence；In the step s 120, it is determined and is corresponded to according to screening search sequence
Search show pictorial information, determine that the search based on search sequence showed pictorial information shows relevant information；In step
In S130, according to relevant information is showed, picture the selection result is determined.
Wherein, picture the selection result is to show the predetermined preferred standard of meeting filtered out in pictorial information from multiple search
Pictorial information, predetermined preferred standard can be determined by configuring to calculate temperature information and show the formula of relevant information, so that in advance
Determining preferred standard includes the standard for screening user's attention rate that search sequence can embody recent a period of time, and including searching for exhibition
Standard with high correlation between existing pictorial information and search sequence.
In the present embodiment, its corresponding search is obtained according to the screening search sequence chosen based on temperature information and shows figure
Piece information then shows in pictorial information determination picture the selection result from search based on showing relevant information；Due to temperature information
Ensure that screening search sequence recent a period of time user's attention rate, and show relevant information embody search show picture letter
Therefore breath and the correlation between search sequence based on temperature information and show the picture screening knot that relevant information screens
Fruit meets search engine retrieving correlation requirement and user demand.Further, since picture the selection result is from 10,000,000,000 data
The search of rank shows the pictorial information for meeting predetermined preferred standard filtered out in pictorial information, to be search engine in Pang
The screening storage that high-quality image data is carried out on large data sets provides reliable guarantee, it is ensured that screens the high-quality picture number of storage
According to the degree of correlation requirement for meeting search engine retrieving, the final data storage capacity that reduction search engine can be achieved, saving search are drawn
The memory space of storage equipment is held up, search engine data processing load is mitigated and reduces the purpose of machine and human cost.
Specifically, in step s 110, according to the ranking results being ranked up to multiple queries sequence based on temperature information,
The search sequence of predetermined quantity before sorting is chosen as screening search sequence.
Step S110 includes step S111 (not shown) and step S112 (not shown)；In step S111,
Record information is searched for according to user, determines the temperature information of multiple queries sequence；It is right according to temperature information in step S112
Multiple queries sequence is ranked up.
Wherein, user searches in record information and records multiple users during query search for each search sequence
Search record, including but not limited to:
The corresponding search rate of each search sequence, such as inquiry times of each search sequence within the unit time；
The corresponding page turning frequency of each search sequence, such as scans for the search results pages obtained based on each search sequence
Page turning number of the face within the unit time；
The corresponding click frequency of each search sequence, such as scans for the multiple search knots obtained based on each search sequence
Number of clicks of the fruit within the unit time.
In one example, the corresponding search rate of multiple queries sequence recorded in record information searched for according to user, turned over
Page frequency and click frequency calculate the hot value for determining multiple queries sequence by scheduled temperature calculation formula；Then, root
According to the hot value of multiple queries sequence, multiple queries sequence is ranked up, the search sequence for choosing predetermined quantity before sorting is made
To screen search sequence.
In the present embodiment, screening search sequence is determined based on temperature information, it can be ensured that screening search sequence is search engine
The current attention rate of middle user and the higher search sequence of interest-degree, therefore user's attention rate of recent a period of time can be embodied,
Strong temperature can be provided for subsequent determining picture the selection result to guarantee.
In the step s 120, it determines that corresponding search shows pictorial information according to screening search sequence, determines based on inquiry
What the search of sequence showed pictorial information shows relevant information.
Wherein, it is the result of page searching that user scans for acquisition according to screening search sequence that search, which shows pictorial information,
Shown in pictorial information；According to screening search sequence, the corresponding search of screening search sequence is determined in search history record
Show pictorial information.
It specifically, include the first multiplicity that the search based on multiple queries sequence shows pictorial information when showing relevant information
When property parameter；Step S120 (referring to Fig.1) includes step S121 (not shown)；
In step S121, according to showing looking into for search sequence that pictorial information is showed to each search in the search
Sequence quantity is ask, determines that the search based on multiple queries sequence shows the first diversity parameters of pictorial information.
Specifically, it is recorded based on search history, pictorial information is showed to multiple search and what is showed to it multiple looks into
Ask sequence and establish inverted index, by inverted index, determine during historical search to each search show pictorial information into
The search sequence quantity for the search sequence that row shows；Show the corresponding search sequence quantity of pictorial information according to each search, leads to
Scheduled first diversity calculation formula is crossed, calculates and determines that the search based on multiple queries sequence shows more than the first of pictorial information
Sample parameter.
In the present embodiment, since to show the corresponding search sequence quantity of pictorial information more for search, it can illustrate the search exhibition
The diversity that existing pictorial information is able to satisfy search sequence is better, reflects the valence that the search shows pictorial information for search engine
Value is higher, therefore, according to the search sequence number for showing the search sequence that pictorial information is showed to each search in the search
Amount to determine shows relevant information, and guarantee shows relevant information and can fully demonstrate search and show pictorial information looks into for multiple
The multifarious satisfaction degree for asking sequence, to provide strong guarantee for subsequent determining picture the selection result.
It include that the described search based on each search sequence shows the accumulative of pictorial information and shows time when showing relevant information
When counting and adding up to show position, step S120 (referring to Fig.1) includes step S122 (not shown).
In step S122, accumulative show number and accumulative of the pictorial information based on each search sequence is showed according to search
Show position, determines that search showed pictorial information shows relevant information.
Specifically, it is recorded based on search history, pictorial information is showed to multiple search and what is showed to it multiple looks into
It askes sequence and establishes inverted index, by inverted index, determine at preset time intervals, obtained based on the search of each search sequence
Result of page searching in show that each search for shows the accumulative of pictorial information and show number and accumulative show position；According to search
Show pictorial information based on each search sequence it is accumulative show number and it is accumulative show position, to show calculating public by scheduled
Formula calculates and determines that search showed pictorial information shows relevant information.
In the present embodiment, since the search sufficiently shown shows pictorial information valence with higher for search engine
Value, then by the way that search is showed pictorial information based on the accumulative number and the accumulative position that shows of showing of each search sequence as really
Surely show the influence factor of relevant information, it is ensured that pictorial information is showed for the search sufficiently shown, is showed accordingly
Relevant information can be promoted accordingly.
It preferably, can be according to the inquiry sequence for showing the search sequence that pictorial information is showed to each search in the search
Number of columns, and combine each search to show pictorial information and show number based on the accumulative of each search sequence and accumulative show position
Set, determine it is each search for show pictorial information show relevant information.
In step s 130, according to relevant information is showed, picture the selection result is determined.Specifically, step is 130 (references
It Fig. 1) include step S131 (not shown) and step S132 (not shown)；In step S131, according to showing correlation
Information shows pictorial information to search and is ranked up, and determines ranking results；In step S132, according to ranking results, it will sort
The search of preceding predetermined quantity shows pictorial information and is determined as picture the selection result.
Specifically, the parameter value for showing relevant information that pictorial information is showed according to the multiple search for calculating determination, to more
A search shows pictorial information and is ranked up, and determines ranking results；Searching for the preceding predetermined quantity that sorts is chosen from the ranking results
Suo Zhanxian pictorial information, as picture the selection result.
Preferably, firstly, determining that search shows the corresponding picture quality information of pictorial information, in step S131, according to
Show relevant information, and in conjunction with search shows pictorial information corresponding picture quality information pictorial information is showed to search and arrange
Sequence.
More preferably (referring to Fig.1), this method further includes step 150 (in figure for show), in step S150, according to searching
The dimension information of picture in Suo Zhanxian pictorial information, determines picture quality information.
Specifically, the size and length-width ratio that picture in pictorial information is showed according to search, pass through scheduled picture
Mass formula, which calculates, determines picture quality information.
In the present embodiment, since the search of specific better quality shows pictorial information valence with higher for search engine
Value, therefore using picture quality information as the influence factor for choosing picture the selection result, it is ensured that with higher picture quality
Search, which shows pictorial information, can be screened storage.
Fig. 2 is the flow chart of one preferred embodiment of method of the determination picture the selection result in the present invention.
In step S210, according to the ranking results being ranked up to multiple queries sequence based on temperature information, the row of selection
The search sequence of predetermined quantity is as screening search sequence before sequence；In step S220, is determined and corresponded to according to screening search sequence
Search show pictorial information, determine that the search based on search sequence showed pictorial information shows relevant information；In step
In S240, determine that search shows the second diversity parameters that pictorial information includes text information；In step S230, according to showing
Relevant information, and the second diversity parameters are combined, determine picture the selection result.
Wherein, the second diversity parameters show the text feature of text information in pictorial information and determine by searching for,
The richness degree and degree of scarcity of text information are reflected, search shows the richness journey for the text information that pictorial information includes
Degree is higher, and the action value which shows pictorial information is higher, shows the text envelope manner of breathing that pictorial information includes with a certain search
As other search show pictorial information text information quantity it is fewer, i.e., similarity is lower, which shows pictorial information
Including text information degree of scarcity it is higher, the action value which shows pictorial information is higher.
In the present embodiment, it includes picture header, picture description information, picture that search, which shows the text information of pictorial information,
Anchor Text etc..
Specifically, step S240 (referring to Fig. 2) includes that step S241 (not shown) and step S242 (do not show in figure
Out)；In step S241, the text information that pictorial information includes is showed to search and carries out word segmentation processing, to extract participle segment；
In step S241, based on participle segment its respectively belonging to search show showing in pictorial information and frequency and show position
It sets, determines that search shows the second diversity parameters that pictorial information includes text information.
In one example, firstly, passing through Forward Maximum Method method, reversed maximum matching method, two-way maximum matching method, most short
The participle techniques such as path participle method show the text information that pictorial information includes to search, such as the anchor of picture header and picture text
This, carries out word segmentation processing, extracts participle segment；Then, inverted index is established to participle segment, by inverted index, determination is more
Search of a participle segment belonging to respectively shows showing in pictorial information and frequency and shows position, then, based on segmenting piece
Duan Qi respectively belonging to search show showing in pictorial information and frequency and show position, pass through scheduled second diversity meter
Formula is calculated, calculates and determines that search shows the second diversity parameters that pictorial information includes text information.
In step S230, according to relevant information, and the second diversity parameters of combination are showed, picture the selection result is determined.
Specifically, firstly, according to relevant information is showed, the picture that the first quantitative value is determined in pictorial information is showed from search
The selection result；Then, it by the difference of scheduled picture the selection result quantity total value and fixed first quantitative value, determines also
Second quantitative value of the picture the selection result that need to be determined；Then, according to the second diversity parameters, show in pictorial information from search
Determine the picture the selection result of the second quantitative value.
Optionally, relevant information will be showed to combine with the second diversity parameters, to search show pictorial information it is unified into
Row sequence processing, to determine that the search for the preceding tentation data total value that sorts shows pictorial information, and as picture the selection result.
In the present embodiment, reflection is searched for the richness degree and degree of scarcity for showing the text information in pictorial information
Second diversity parameters show the influence factor of relevant information as determining, it can be ensured that text information richness degree and rare journey
It spends higher search to show pictorial information and can be screened out, further ensuring to be accurately search engine in huge data
Screening high-quality data on collection.
Fig. 3 is the structural schematic diagram of device one embodiment of the determination picture the selection result in the present invention.
Wherein it is determined that the device of picture the selection result is contained in the network equipment.
The network equipment include but is not limited to single network server, multiple network servers composition server group or
The cloud being made of a large amount of hosts or network server based on cloud computing (Cloud Computing), wherein cloud computing is distribution
One kind that formula calculates, a super virtual computer consisting of a loosely coupled set of computers.
Firstly, sequence determining module 310 is according to the ranking results being ranked up to multiple queries sequence based on temperature information,
The search sequence of predetermined quantity before sorting is chosen as screening search sequence；Then, show information determination module 320 according to screening
Search sequence determines that corresponding search shows pictorial information, determines that the search based on search sequence showed pictorial information shows phase
Close information；Screening module 330 determines picture the selection result according to relevant information is showed.
Wherein, picture the selection result is to show the predetermined preferred standard of meeting filtered out in pictorial information from multiple search
Pictorial information, predetermined preferred standard can be determined by configuring to calculate temperature information and show the formula of relevant information, so that in advance
Determining preferred standard includes the standard for screening user's attention rate that search sequence can embody recent a period of time, and including search
Show the standard between pictorial information and search sequence with high correlation.
In the present embodiment, its corresponding search is obtained according to the screening search sequence chosen based on temperature information and shows figure
Piece information then shows in pictorial information determination picture the selection result from search based on showing relevant information；Due to temperature information
It ensure that screening search sequence meets user's attention rate of recent a period of time, and show relevant information and embody search and show figure
Therefore correlation between piece information and search sequence based on temperature information and shows the picture sieve that relevant information screens
Result is selected to meet search engine retrieving correlation requirement and user demand.Further, since picture the selection result is from 10,000,000,000
The search of data-level shows the pictorial information for meeting predetermined preferred standard filtered out in pictorial information, to be search engine
The screening storage that high-quality data are carried out on huge data set provides reliable guarantee, it is ensured that screens the high-quality data symbols of storage
The degree of correlation requirement of conjunction search engine retrieving, the final data storage capacity that reduction search engine can be achieved, saving search engine are deposited
The memory space of equipment is stored up, search engine data processing load is mitigated and reduces the purpose of machine and human cost.
Specifically, sequence determining module 310 is according to the sequence knot being ranked up to multiple queries sequence based on temperature information
Fruit chooses the search sequence of predetermined quantity before sorting as screening search sequence.
Sequence determining module 310 includes that temperature determination unit (not shown) and the first sequencing unit (do not show in figure
Out)；Firstly, temperature determination unit searches for record information according to user, the temperature information of multiple queries sequence is determined；Then,
One sequencing unit is ranked up multiple queries sequence according to temperature information.
Wherein, user searches in record information and records multiple users during query search for each search sequence
Search record, including but not limited to:
The corresponding search rate of each search sequence, such as inquiry times of each search sequence within the unit time；
The corresponding page turning frequency of each search sequence, such as scans for the search results pages obtained based on each search sequence
Page turning number of the face within the unit time；
The corresponding click frequency of each search sequence, such as scans for the multiple search knots obtained based on each search sequence
Number of clicks of the fruit within the unit time.
In one example, the corresponding search rate of multiple queries sequence recorded in record information searched for according to user, turned over
Page frequency and click frequency calculate the hot value for determining multiple queries sequence by scheduled temperature calculation formula；Then, root
According to the hot value of multiple queries sequence, multiple queries sequence is ranked up, the search sequence for choosing predetermined quantity before sorting is made
To screen search sequence.
In the present embodiment, screening search sequence is determined based on temperature information, it can be ensured that screening search sequence is search engine
The current attention rate of middle user and the higher search sequence of interest-degree, therefore meet user's attention rate of recent a period of time, can be
Subsequent determining picture the selection result provides strong temperature and guarantees.
Show information determination module 320 and determine that corresponding search shows pictorial information according to screening search sequence, determines base
Show relevant information in what the search of search sequence showed pictorial information.
Wherein, it is the result of page searching that user scans for acquisition according to screening search sequence that search, which shows pictorial information,
Shown in pictorial information；According to screening search sequence, the corresponding search of screening search sequence is determined in search history record
Show pictorial information.
It specifically, include the first multiplicity that the search based on multiple queries sequence shows pictorial information when showing relevant information
When property parameter；Show information determination module 320 according in the search to each inquiry for searching for and showing pictorial information and being showed
The search sequence quantity of sequence determines that the search based on multiple queries sequence shows the first diversity parameters of pictorial information.
Specifically, it is recorded based on search history, pictorial information is showed to multiple search and what is showed to it multiple looks into
Ask sequence and establish inverted index, by inverted index, determine during historical search to each search show pictorial information into
The search sequence quantity for the search sequence that row shows；Show the corresponding search sequence quantity of pictorial information according to each search, leads to
Scheduled first diversity calculation formula is crossed, calculates and determines that the search based on multiple queries sequence shows more than the first of pictorial information
Sample parameter.
In the present embodiment, since to show the corresponding search sequence quantity of pictorial information more for search, it can illustrate the search exhibition
The diversity that existing pictorial information is able to satisfy search sequence is better, reflects the valence that the search shows pictorial information for search engine
Value is higher, therefore, according to the search sequence number for showing the search sequence that pictorial information is showed to each search in the search
Amount to determine shows relevant information, and guarantee shows relevant information and can fully demonstrate search and show pictorial information looks into for multiple
The multifarious satisfaction degree for asking sequence, to provide strong guarantee for subsequent determining picture the selection result.
It include that the described search based on each search sequence shows the accumulative of pictorial information and shows time when showing relevant information
When counting and adding up to show position, shows information determination module 320 according to search and show pictorial information based on each search sequence
It is accumulative show number and it is accumulative show position, determine that search showed pictorial information shows relevant information.
Specifically, it is recorded based on search history, pictorial information is showed to multiple search and what is showed to it multiple looks into
It askes sequence and establishes inverted index, by inverted index, determine at preset time intervals, obtained based on the search of each search sequence
Result of page searching in show that each search for shows the accumulative of pictorial information and show number and accumulative show position；According to search
Show pictorial information based on each search sequence it is accumulative show number and it is accumulative show position, to show calculating public by scheduled
Formula calculates and determines that search showed pictorial information shows relevant information.
In the present embodiment, since the search sufficiently shown shows pictorial information valence with higher for search engine
Value, then by the way that search is showed pictorial information based on the accumulative number and the accumulative position that shows of showing of each search sequence as really
Surely show the influence factor of relevant information, it is ensured that pictorial information is showed for the search sufficiently shown, is showed accordingly
Relevant information can be promoted accordingly.
It preferably, can be according to the inquiry sequence for showing the search sequence that pictorial information is showed to each search in the search
Number of columns, and combine each search to show pictorial information and show number based on the accumulative of each search sequence and accumulative show position
Set, determine it is each search for show pictorial information show relevant information.
Screening module 330 determines picture the selection result according to relevant information is showed.Specifically, 330 (reference of screening module
It Fig. 3) include the second sequencing unit (not shown) and the selection result determination unit (not shown)；Firstly, the second sequence
Unit is ranked up according to showing relevant information and show pictorial information to search, determines ranking results；Then, the selection result determines
Unit shows pictorial information and is determined as picture the selection result according to ranking results, the search for the preceding predetermined quantity that will sort.
Specifically, the parameter value for showing relevant information that pictorial information is showed according to the multiple search for calculating determination, to more
A search shows pictorial information and is ranked up, and determines ranking results；Searching for the preceding predetermined quantity that sorts is chosen from the ranking results
Suo Zhanxian pictorial information, as picture the selection result.
Preferably, firstly, determining that search shows the corresponding picture quality information of pictorial information, then, the second sequencing unit
According to showing relevant information, and in conjunction with search show the corresponding picture quality information of pictorial information to search show pictorial information into
Row sequence.
More preferably (referring to Fig. 3), determine picture the selection result device further include picture quality determining device (in figure not
Show), picture quality determining device shows the dimension information of picture in pictorial information according to search, determines picture quality information.
Specifically, the size and length-width ratio that picture in pictorial information is showed according to search, pass through scheduled picture
Mass formula, which calculates, determines picture quality information.
In the present embodiment, since the search of specific better quality shows pictorial information valence with higher for search engine
Value, therefore using picture quality information as the influence factor for choosing picture the selection result, it is ensured that with higher picture quality
Search, which shows pictorial information, can be screened storage.
Fig. 4 is the structural schematic diagram of one preferred embodiment of device of the determination picture the selection result in the present invention.
Firstly, sequence determining module 410 is according to the ranking results being ranked up to multiple queries sequence based on temperature information,
The search sequence of predetermined quantity before sorting is chosen as screening search sequence；Then, show information determination module 420 according to screening
Search sequence determines that corresponding search shows pictorial information, determines that the search based on search sequence showed pictorial information shows phase
Close information；Text diversity determining module 440 determines that search shows the second diversity parameters that pictorial information includes text information；
Then, screening module 430 determines picture the selection result according to relevant information, and the second diversity parameters of combination are showed.
Wherein, the second diversity parameters show the text feature of text information in pictorial information and determine by searching for,
The richness degree and degree of scarcity of text information are reflected, search shows the richness journey for the text information that pictorial information includes
Degree is higher, and the action value which shows pictorial information is higher, shows the text envelope manner of breathing that pictorial information includes with a certain search
As other search show pictorial information text information quantity it is fewer, i.e., similarity is lower, which shows pictorial information
Including text information degree of scarcity it is higher, the action value which shows pictorial information is higher.
In the present embodiment, it includes picture header, picture description information, picture that search, which shows the text information of pictorial information,
Anchor Text etc..
Specifically, screening module 430 (referring to Fig. 4) includes that participle unit (not shown) and text diversity determine list
First (not shown)；Firstly, participle unit, which shows the text information that pictorial information includes to search, carries out word segmentation processing, to mention
Take participle segment；Then, based on participle segment, at it, respectively affiliated search shows pictorial information to text diversity determination unit
In show frequency and show position, determine that search shows the second diversity parameters that pictorial information includes text information.
In one example, firstly, passing through Forward Maximum Method method, reversed maximum matching method, two-way maximum matching method, most short
The participle techniques such as path participle method show the text information that pictorial information includes to search, such as the anchor of picture header and picture text
This, carries out word segmentation processing, extracts participle segment；Then, inverted index is established to participle segment, by inverted index, determination is more
Search of a participle segment belonging to respectively shows showing in pictorial information and frequency and shows position, then, based on segmenting piece
Duan Qi respectively belonging to search show showing in pictorial information and frequency and show position, pass through scheduled second diversity meter
Formula is calculated, calculates and determines that search shows the second diversity parameters that pictorial information includes text information.
Screening module 430 determines picture the selection result according to relevant information, and the second diversity parameters of combination are showed.
Specifically, firstly, according to relevant information is showed, the picture that the first quantitative value is determined in pictorial information is showed from search
The selection result；Then, it by the difference of scheduled picture the selection result quantity total value and fixed first quantitative value, determines also
Second quantitative value of the picture the selection result that need to be determined；Then, according to the second diversity parameters, show in pictorial information from search
Determine the picture the selection result of the second quantitative value.
Optionally, relevant information will be showed to combine with the second diversity parameters, to search show pictorial information it is unified into
Row sequence processing, to determine that the search for the preceding tentation data total value that sorts shows pictorial information, and as picture the selection result.
In the present embodiment, reflection is searched for the richness degree and degree of scarcity for showing the text information in pictorial information
Second diversity parameters show the influence factor of relevant information as determining, it can be ensured that text information richness degree and rare journey
It spends higher search to show pictorial information and can be screened out, further ensuring to be accurately search engine in huge data
Screening high-quality data on collection.
Those skilled in the art of the present technique are appreciated that the present invention includes being related to for executing in operation described herein
One or more equipment.These equipment can specially design and manufacture for required purpose, or also may include general
Known device in computer.These equipment have the computer program being stored in it, these computer programs are selectively
Activation or reconstruct.Such computer program can be stored in equipment (for example, computer) readable medium or be stored in
It e-command and is coupled in any kind of medium of bus respectively suitable for storage, the computer-readable medium includes but not
Be limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only Memory, only
Read memory), RAM (Random Access Memory, immediately memory), EPROM (Erasable Programmable
Read-Only Memory, Erarable Programmable Read only Memory), EEPROM (Electrically Erasable
Programmable Read-Only Memory, Electrically Erasable Programmable Read-Only Memory), flash memory, magnetic card or light card
Piece.It is, readable medium includes by equipment (for example, computer) with any Jie for the form storage or transmission information that can be read
Matter.
Those skilled in the art of the present technique be appreciated that can be realized with computer program instructions these structure charts and/or
The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.This technology neck
Field technique personnel be appreciated that these computer program instructions can be supplied to general purpose computer, special purpose computer or other
The processor of programmable data processing method is realized, to pass through the processing of computer or other programmable data processing methods
The scheme specified in frame or multiple frames of the device to execute structure chart and/or block diagram and/or flow graph disclosed by the invention.
Those skilled in the art of the present technique have been appreciated that in the present invention the various operations crossed by discussion, method, in process
Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with having been crossed by discussion in the present invention
Kind of operation, method, other steps, measures, and schemes in process may also be alternated, changed, rearranged, decomposed, combined or deleted.
Further, in the prior art to have and the step in various operations, method disclosed in the present invention, process, measure, scheme
It may also be alternated, changed, rearranged, decomposed, combined or deleted.
The above is only some embodiments of the invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (22)
1. a kind of method of determining picture the selection result characterized by comprising
According to the ranking results being ranked up to multiple queries sequence based on temperature information, the inquiry of predetermined quantity before sorting is chosen
Sequence is as screening search sequence；
It determines that corresponding search shows pictorial information according to the screening search sequence, determines based on described in the search sequence
Search shows the relevant information that shows of pictorial information, and the relevant information that shows includes the described search based on multiple queries sequence
Show the first diversity parameters of pictorial information；
Show relevant information according to described, determine picture the selection result, and according to picture the selection result, screens image data and enter
Library.
2. the method for determining picture the selection result according to claim 1, which is characterized in that be based on to multiple queries sequence
Temperature information is ranked up, and is specifically included:
Record information is searched for according to user, determines the temperature information of the multiple search sequence；
According to the temperature information, the multiple search sequence is ranked up.
3. the method for determining picture the selection result according to claim 2, which is characterized in that the user searches for record letter
Breath includes following at least any one:
The corresponding search rate of each search sequence；
The corresponding page turning frequency of each search sequence；
The corresponding click frequency of each search sequence.
4. the method for determining picture the selection result according to claim 1-3, which is characterized in that
Wherein it is determined that the described search based on the search sequence show pictorial information show relevant information, specifically include:
According to the search sequence quantity for showing the search sequence that pictorial information is showed to each search in the search, base is determined
Show the first diversity parameters of pictorial information in the described search of multiple queries sequence.
5. the method for determining picture the selection result according to claim 1, which is characterized in that described to show relevant information packet
It includes the described search based on each search sequence and shows the accumulative of pictorial information and show number and accumulative show position；
Wherein it is determined that the described search based on the search sequence show pictorial information show relevant information, specifically include:
According to described search show pictorial information based on each search sequence it is accumulative show number and it is accumulative show position, determine
What described search showed pictorial information shows relevant information.
6. the method for determining picture the selection result according to claim 1, which is characterized in that show related letter according to described
Breath, determines picture the selection result, specifically includes:
According to it is described show relevant information pictorial information showed to described search be ranked up, determine ranking results；
According to the ranking results, the search for the preceding predetermined quantity that will sort shows pictorial information and is determined as picture the selection result.
7. the method for determining picture the selection result according to claim 6, which is characterized in that show related letter according to described
Breath shows pictorial information to described search and is ranked up, comprising:
Show relevant information according to described, and shows the corresponding picture quality information of pictorial information in conjunction with described search and searched to described
Suo Zhanxian pictorial information is ranked up.
8. the method for determining picture the selection result according to claim 1, which is characterized in that further include:
The dimension information for showing picture in pictorial information according to described search determines the picture quality information.
9. the method for determining picture the selection result according to claim 1, which is characterized in that further include:
Determine that described search shows the second diversity parameters that pictorial information includes text information；
Wherein, show relevant information according to described, determine picture the selection result, specifically include:
Show relevant information according to described, and in conjunction with second diversity parameters, determines picture the selection result.
10. the method for determining picture the selection result according to claim 9, which is characterized in that determine that described search shows
Pictorial information includes the second diversity parameters of text information, comprising:
The text information that pictorial information includes is showed to described search and carries out word segmentation processing, to extract participle segment；
Based on the participle segment its respectively belonging to search show showing in pictorial information and frequency and show position, determination
Described search shows the second diversity parameters that pictorial information includes text information.
11. the method for determining picture the selection result according to claim 1, which is characterized in that the picture the selection result
To show the pictorial information for meeting predetermined preferred standard filtered out in pictorial information from described search.
12. a kind of device of determining picture the selection result characterized by comprising
Sequence determining module, for according to the ranking results being ranked up to multiple queries sequence based on temperature information, the row of selection
The search sequence of predetermined quantity is as screening search sequence before sequence；
Show information determination module, for determining that corresponding search shows pictorial information according to the screening search sequence, determines
Described search based on the search sequence shows the relevant information that shows of pictorial information, and the relevant information that shows includes being based on
The described search of multiple queries sequence shows the first diversity parameters of pictorial information；
Screening module determines picture the selection result, and according to picture the selection result, sieve for showing relevant information according to
Image data is selected to be put in storage.
13. the device of determining picture the selection result according to claim 12, which is characterized in that the sequence determining module
Include:
Temperature determination unit determines the temperature information of the multiple search sequence for searching for record information according to user；
First sequencing unit, for being ranked up to the multiple search sequence according to the temperature information.
14. the device of determining picture the selection result according to claim 13, which is characterized in that the user searches for record
Information includes following at least any one:
The corresponding search rate of each search sequence；
The corresponding page turning frequency of each search sequence；
The corresponding click frequency of each search sequence.
15. the device of the described in any item determining picture the selection results of 2-14 according to claim 1, which is characterized in that
Wherein, it is described show information determination module for according in the search to it is each search for show what pictorial information was showed
The search sequence quantity of search sequence determines that the described search based on multiple queries sequence shows the first diversity of pictorial information
Parameter.
16. the device of determining picture the selection result according to claim 12, which is characterized in that described to show relevant information
Show the accumulative of pictorial information including the described search based on each search sequence to show number and accumulative show position；
Wherein, the information determination module that shows is for showing pictorial information based on the tired of each search sequence according to described search
Meter show number and it is accumulative show position, determine that described search showed pictorial information shows relevant information.
17. the device of determining picture the selection result according to claim 12, which is characterized in that the screening module packet
It includes:
Second sequencing unit shows pictorial information to described search for showing relevant information according to and is ranked up, and determines
Ranking results；
The selection result determination unit, for according to the ranking results, the search of predetermined quantity to show pictorial information before sorting
It is determined as picture the selection result.
18. the device of determining picture the selection result according to claim 17, which is characterized in that second sequencing unit
For showing relevant information according to, and shows the corresponding picture quality information of pictorial information in conjunction with described search and searched to described
Suo Zhanxian pictorial information is ranked up.
19. the device of determining picture the selection result according to claim 18, which is characterized in that further include:
Picture quality determining device determines the figure for showing the dimension information of picture in pictorial information according to described search
Tablet quality information.
20. the device of determining picture the selection result according to claim 12, which is characterized in that further include:
Text diversity determining module, for determining that described search shows the second diversity ginseng that pictorial information includes text information
Number；
Wherein, the screening module determines figure for showing relevant information according to, and in conjunction with second diversity parameters
Piece the selection result.
21. the device of determining picture the selection result according to claim 20, which is characterized in that the text diversity is true
Cover half block specifically includes:
Participle unit carries out word segmentation processing for showing the text information that pictorial information includes to described search, to extract participle
Segment；
Text diversity determination unit, for respectively affiliated search to show in pictorial information at it based on the participle segment
Show frequency and show position, determines that described search shows the second diversity parameters that pictorial information includes text information.
22. the device of determining picture the selection result according to claim 12, which is characterized in that the picture the selection result
To show the pictorial information for meeting predetermined preferred standard filtered out in pictorial information from described search.
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| CN106547808A (en) * | 2015-09-23 | 2017-03-29 | 阿里巴巴集团控股有限公司 | Picture update method, classification sort method and device |
| CN105721606A (en) * | 2016-03-28 | 2016-06-29 | 北京小米移动软件有限公司 | Automatic setting method and apparatus for avatar |
| CN110858210B (en) * | 2018-08-17 | 2023-11-21 | 阿里巴巴集团控股有限公司 | Data query method and device |
| CN110310057B (en) * | 2019-04-08 | 2023-05-09 | 顺丰科技有限公司 | Goods sorting and goods location processing method, device, equipment and storage medium thereof |
| CN110825897A (en) * | 2019-10-29 | 2020-02-21 | 维沃移动通信有限公司 | Image screening method and device and mobile terminal |
| CN115966206A (en) * | 2022-11-23 | 2023-04-14 | 中创科技(广州)有限公司 | Intelligent picture generation method, device, equipment and medium for AI voice recognition |
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| US8511565B2 (en) * | 2006-10-17 | 2013-08-20 | Silverbrook Research Pty Ltd | Method of providing information via context searching of a printed graphic image |
| CN102236710A (en) * | 2011-06-30 | 2011-11-09 | 百度在线网络技术（北京）有限公司 | Method and equipment for displaying news information in query result |
| CN102521258A (en) * | 2011-11-18 | 2012-06-27 | 百度在线网络技术（北京）有限公司 | Method and device for providing wallpaper picture |
| CN103365858B (en) * | 2012-03-28 | 2017-11-03 | 百度在线网络技术（北京）有限公司 | The method and apparatus of search result is obtained by multiple source devices based on a search sequence |
| CN102682095B (en) * | 2012-04-27 | 2015-06-10 | 百度在线网络技术（北京）有限公司 | Method for searching paired pictures and searching system for providing the paired pictures |
| CN103942272B (en) * | 2014-03-27 | 2017-08-18 | 北京百度网讯科技有限公司 | Image searching method and device |
| CN103914545B (en) * | 2014-04-08 | 2018-09-07 | 百度在线网络技术（北京）有限公司 | Search shows method and device |
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