CN109936747A - The method and apparatus of radio and television programme televised live search - Google Patents
The method and apparatus of radio and television programme televised live search Download PDFInfo
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Abstract
The invention discloses a kind of method and apparatus of radio and television programme televised live search, and described method includes following steps: receiving the search instruction that terminal is sent；When receiving the described search instruction of terminal transmission, is chosen from the multimedia resource database constructed in advance and instruct the multimedia resource to match with described search；Wherein, the multimedia resource includes programme televised live resource and/or request program resource；The multimedia resource to match with described search instruction is sent to the terminal.The present invention realizes the function of radio and television programme televised live search.
Description
Technical field
The present invention relates to radio data system technical fields, and in particular to a kind of method of radio and television programme televised live search
And equipment.
Background technique
Traditional radio and television live broadcast service uses One-to-All Broadcast mode, by electronic program guides (EPG) current straight
It broadcasts programme information and shows user in a manner of brief introduction, particular content includes the title of current live channel, programm name, program
Beginning and ending time information, user can carry out the selection of program according to description information.Existing radio and television programme televised live only believes EPG
Breath carries out using and the photo services information such as lack poster as program description.Therefore it has the following problems, on the one hand, straight
Function of search cannot be supported by broadcasting program platform, and user only passes through the programme televised live of operation training in rotation each of remote controler, content selection
Speed is slow, resource matched accurate rate is low.On the other hand, traditional broadcast television programme televised live platform and request program platform are mutual
Isolation, the resource of two platforms not can be carried out unified association search.
Summary of the invention
The purpose of the invention is to provide a kind of method and apparatus of radio and television programme televised live search, broadcast electricity is realized
Depending on the function of programme televised live search.
According to one aspect of the present invention, a kind of method of radio and television programme televised live search is provided,
Receive the search instruction that terminal is sent；
When receive terminal transmission described search instruction when, from the multimedia resource database constructed in advance choose with
Described search instructs the multimedia resource to match；Wherein, the multimedia resource includes programme televised live resource and/or program request section
Mesh resource；
The multimedia resource to match with described search instruction is sent to the terminal.
Optionally, in the method for the invention, before the search instruction for receiving terminal transmission, the method is also
Include:
Multimedia resource is collected in preset media resource platform；
Based on preset classifying rules, tag along sort is arranged to the multimedia resource being collected into；
According to preset correlation rule, the multimedia resource after the tag along sort is associated, and is stored to described
Multimedia resource database.
Optionally, in the method for the invention, the correlation rule is advised using the association that user preferences recommender system is recommended
Then.
Optionally, described when receiving the search instruction of terminal transmission in the method for the invention, from what is constructed in advance
It is chosen in multimedia resource database and instructs the multimedia resource to match with described search, comprising:
When receiving the search instruction of terminal transmission, according to the keyword in search instruction, in the more matchmakers constructed in advance
The first multimedia resource to match with the keyword is searched in body resource database, then according to first multimedia resource
Corresponding tag along sort finds out the second multimedia resource associated with the tag along sort.
Optionally, in the method for the invention, before tag along sort is arranged in the described pair of multimedia resource being collected into, institute
State method further include: cleaning filtering is carried out to the multimedia resource being collected into.
Optionally, in the method for the invention, the cleaning filtering includes that at least double-filtration, the first order is filtered to more matchmakers
The data type of body resource and the data integrity information of multimedia resource carry out cleaning filtering；It filters to through the first order second level
The description information for cleaning filtered multimedia resource carries out cleaning filtering.
Optionally, in the method for the invention, the cleaning filtering includes: to be selected to abandon multimedia money according to preset condition
Source data or label multimedia resource data.
According to another aspect of the invention, a kind of equipment of radio and television programme televised live search is provided, including information connects
Module, data processing module and information sending module are received,
The information receiving module, for receiving the search instruction of terminal transmission；
The data processing module, for when receive terminal transmission described search instruction when, it is more from what is constructed in advance
It is chosen in media resource data library and instructs the multimedia resource to match with described search, the multimedia resource database includes
Programme televised live resource and/or request program resource；
The information sending module, the multimedia resource for described search instruction to match are sent to the terminal.
Optionally, equipment of the present invention further include: multimedia resource management module, the multimedia resource management module
It is associated with submodule with label including information collection submodule, tag definition submodule,
The information collection submodule, for collecting multimedia resource in preset multimedia resource platform；
The tag definition submodule, the multimedia resource setting point for being based on preset classifying rules, to being collected into
Class label；
The label is associated with submodule, for according to preset correlation rule, the multimedia after the tag along sort to be provided
Source is associated, and is stored to the multimedia resource database.
Optionally, in equipment of the present invention, the multimedia resource management module further include: cleaning filter submodule,
The cleaning filter submodule is right for before tag along sort is arranged in described pair of multimedia resource being collected into
The multimedia resource being collected into carries out cleaning filtering.
Optionally, in equipment of the present invention, the cleaning filter submodule includes at least double-filtration module, the first order
Filtering module, the data integrity information for data type and multimedia resource to multimedia resource carry out cleaning filtering；
Second level filtering module, for carrying out cleaning filtering to the description information for cleaning filtered multimedia resource through the first order.
A kind of system of radio and television programme televised live search, including server and preset multimedia resource platform,
The preset multimedia resource platform, for providing multimedia resource to server；
The server, for according to the multimedia resource building multimedia money collected in preset multimedia resource platform
Source database, the multimedia resource database include programme televised live resource and/or request program resource；When receiving terminal
When search instruction, is chosen from the multimedia resource database and instruct the multimedia resource to match with described search；It will be with
The multimedia resource that described search instruction matches is sent to terminal.
Compared with prior art, effect of the invention is as follows:
The method and apparatus of radio and television programme televised live search provided by the invention, not only realizes the search of programme televised live
Function, and realize without being bound by live streaming, the live streaming program request unified search of program request platform, interactive application, meet broadcasting and TV row
The application demand of sea of retribution amount program " quick lookup, precise positioning, vast resources supplement ".
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
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
Some embodiments of invention without any creative labor, may be used also for those of ordinary skill in the art
To obtain other drawings based on these drawings.
Fig. 1 is the flow chart of radio and television programme televised live searching method of the present invention；
Fig. 2 is the flow chart of present invention building multimedia resource database；
Fig. 3 is the flow chart that multimedia resources database is constructed in radio and television programme televised live searching method example of the present invention；
Fig. 4 is the flow chart of radio and television programme televised live searching method exemplary search program of the present invention；
Fig. 5 is the functional block diagram of radio and television programme televised live search equipment of the present invention；
Fig. 6 is the functional block diagram of multimedia resource management module of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Shown in Figure 1, in order to solve the problems in the prior art, the present invention provides a kind of radio and television programme televised live and searches
The method of rope,
Step S001: the search instruction that terminal is sent is received；
Step S002: when receiving the described search instruction of terminal transmission, from the multimedia resource data constructed in advance
It is chosen in library and instructs the multimedia resource to match with described search；Wherein, the multimedia resource includes programme televised live resource
And/or request program resource；
Step S003: the multimedia resource to match with described search instruction is sent to the terminal.
In an alternate embodiment of the present invention where, before the search instruction for receiving terminal transmission, the side
Method further includes preparatory building multimedia resource database, shown in Figure 2, the specific steps are as follows:
Step S01: collecting multimedia resource in preset media resource platform, and the multimedia resource includes live streaming section
Mesh resource and/or request program resource, live streaming EPG information of the programme televised live resource from live streaming platform, the program request
Program request EPG information of the program resource from program request platform.There are following four situations: the first: the multimedia resource packet
Programme televised live resource is included, second: the multimedia resource includes request program resource, the third: the multimedia resource packet
Programme televised live resource and request program resource are included, the 4th kind: the multimedia resource includes programme televised live resource and request program
Resource and other program resources.
Step S02: being based on preset classifying rules, and it is fixed to carry out label to the multimedia resource setting tag along sort being collected into
Justice.Classifying rules is voluntarily formulated by backstage manager, and the information after completing label is stored in database.
Step S03: according to preset correlation rule, the multimedia resource after the tag along sort being associated, and is realized
Label association, and store to the multimedia resource database.Label association is EPG information after completing label with one
Fixed rule is associated binding, the correlation rule can according to setting simply to program category, program age, direct or drill
Member is associated, and for the correlation rule by backstage manager's sets itself, the information after completing association is stored in database.It can also be with
It is associated according to the correlation rule that user preferences recommender system provides, the user preferences recommender system is the use according to collection
The correlation rule that the type and hobby of the historical record analysis user of family viewing program obtains.Such as this program tag along sort is
Make piece, then can be associated with the program of other action movies, the correlation recommendation of similar program can be carried out after searching in this way.
In one particular embodiment of the present invention, selection and the institute from the multimedia resource database constructed in advance
State the multimedia resource that search instruction matches, comprising:
When receiving the search instruction of terminal transmission, according to the keyword in search instruction, in the more matchmakers constructed in advance
The first multimedia resource to match with the keyword is searched in body resource database, first multimedia resource is most phase
The multimedia resource of pass is found out and the tag along sort phase then according to the corresponding tag along sort of the first multimedia resource
Associated second multimedia resource, second multimedia resource are time relevant multimedia resource.
Optionally/optionally, in the embodiment of the present invention, described pair of multimedia resource being collected into setting tag along sort it
Before, the method also includes: cleaning filtering is carried out to the multimedia resource being collected into.Filtered EPG information root will be cleaned again
Label is carried out to media resource according to program category.The cleaning filtering includes: to be selected to abandon multimedia resource according to preset condition
Data or label multimedia resource data.This specific embodiment preset condition is divided into main contents and minor coverage, main interior
Hold selection and abandons multimedia resource data, minor coverage selected marker multimedia resource data, so as to subsequent modification processing.
Optionally/optionally, in the embodiment of the present invention, the cleaning filtering includes that at least double-filtration, the first order filters
The data integrity information of data type and multimedia resource to multimedia resource carries out cleaning filtering；If first order filtering
The data type of multimedia resource and the imperfect selection of the data integrity information of multimedia resource abandon multimedia resource data
Cleaning filtering is carried out, the verification to the data validity and integrality of multimedia resource is realized by first order filtering.
Second level filtering carries out cleaning filtering to the description information for cleaning filtered multimedia resource through the first order；For
The contents such as the description information of media resource, such as age, director, poster, programm name, such as a certain loss of learning, Yong Huke
The multimedia resource is abandoned with customized whether filter out, or saves and is marked.This specific embodiment, if second level mistake
The imperfect selection of main information in the description information of the multimedia resource of filter abandons multimedia resource data and carries out cleaning filtering,
The descriptive main contents of the multimedia resource include following information: resource ID, resource name, resource poster, update prompt,
Resource type, piece Source Type, resource sequence and resource acquisition address etc..If the description information of the multimedia resource of second level filtering
In the imperfect selected marker multimedia resource data of secondary information carry out cleaning filtering, descriptive time of the multimedia resource
Wanting content includes following information: resource poster size, resource brief introduction, expiration date, place of production information, language classification, director information,
Actor information, source resource, single collection description of more collection resources, playing duration etc..Main contents of multimedia resource and secondary interior
Holding those skilled in the art can flexibly set according to demand, and the present embodiment is not specifically limited it.
The present embodiment will be illustrated the present embodiment the method in conjunction with concrete application example, it should be pointed out that this
A large amount of technical details disclosed in embodiment are used to explain the present invention, and are not used to uniquely limit the present invention.The present embodiment is with institute
It states for multimedia resource includes programme televised live resource and request program resource.
Before the search instruction for receiving terminal transmission, multimedia resource database is constructed in advance, referring to Fig. 3 institute
Show, the specific steps are as follows:
Step S1, the EPG information data of multimedia resource, acquisition live streaming platform EPG letter are collected by media resource platform
Breath and program request platform EPG information；
Step S2, cleaning filtering is carried out to the multimedia resource being collected into, is realized by first order filtering to live streaming platform
The verification of the data validity and integrality of EPG information and program request platform EPG information, if the EPG information data class being collected into
Type mistake or shortage of data do not meet system regulation then, will be using the filter type for abandoning this EPG information, it is ensured that data
Validity and integrality；Second level filtering is realized retouches to entrained in live streaming platform EPG information and program request platform EPG information
It states content to be filtered, for example whether having the information such as programm name, beginning and ending time, poster picture, the mistake of resource description content
Filter rule can carry out customized by the way of discarding, label or subsequent processing.As shown in Tables 1 and 2 in following table:
Table 1 is first order filtering
Table 2 is second level filtering
Step S3, EPG information is subjected to tag along sort to media resource according to pre-set program category, such as 3 institute of table
Show:
Table 3 is tag along sort
Step S4, according to preset correlation rule, the legal tag along sort row is associated with, and is stored to described
Multimedia resource database.
After having constructed multimedia resource database, program searching is carried out, shown in Figure 4, steps are as follows:
First: receiving the search instruction that terminal is sent, the terminal can be set-top box, and the present invention is inputted by set-top box
User's search instruction data, user's search instruction data can be the keywords such as the first letter of pinyin of program.
Then: when receiving the keyword of terminal transmission, the keyword uses first letter of pinyin, according to the phonetic
Initial is chosen from the multimedia resource database constructed in advance instructs the multimedia resource to match with described search, obscures
Current all program EPG informations being played on and request program are searched for, at least one multimedia about keyword is obtained
Data.
It is last: search result to be broadcast live to the hybrid-sorting of program request according to programm name, in terminal with poster+text
Formal intuition is presented to the user, and is realized live streaming+program request integration search, is clicked program poster, programme televised live jumps to accordingly
Channel plays out, and request program then jumps to the film details page of program request application.The display screen of the terminal is presented straight
Broadcasting program request interactive display includes that rope, live streaming program request correlation recommendation and personalized recommendation etc. are uniformly received in live streaming program request.
The present invention organically combines live broadcast service platform, demand (telecommunication) service platform, electronic program guides (EPG), solves live streaming
Platform does not support function of search, gets through the mutually isolated status of live streaming platform, program request platform, forms broadcasting and TV live streaming request program and hands over
Mutual method.It is both needed to during platform search, the realization of live streaming program request unified search is broadcast live using EPG information.
The present invention compared with the existing technology under, programme televised live cannot achieve in voluminous media resources bank quickly, precisely search
The primary demand of media, content correlation recommendation；Simultaneously as the limitation of live source, program updating speed and range also cannot
Meet the growing programme content demand of user.Technical solution described in this patent is, it can be achieved that flat without being bound by live streaming, program request
The live streaming program request unified search of platform, interactive application meet radio, TV and film industries magnanimity program " quick lookup, precise positioning, vast resources
The application demand of supplement ".
If the multimedia resource includes programme televised live resource, the present invention by by the EPG information of existing radio and television into
Extraction, data cleansing, program category label, the media resource association of row programme information, realize the search of radio and television programme televised live
Function.
It is shown in Figure 5, in the second embodiment of the present invention, provide a kind of setting for radio and television programme televised live search
It is standby, including information receiving module 1, data processing module 2 and information sending module 3,
The information receiving module 1, for receiving the search instruction of terminal transmission；
The data processing module 2, for when receive terminal transmission described search instruction when, it is more from what is constructed in advance
It is chosen in media resource data library and instructs the multimedia resource to match with described search, the multimedia resource database includes
Programme televised live resource and/or request program resource；
The information sending module 3, the multimedia resource for described search instruction to match are sent to the terminal.
It is shown in Figure 6, optionally/possibly, the embodiment of the invention also includes: multimedia resource management module 4, it is described
Multimedia resource management module 4 includes that information collection submodule 4-1, tag definition submodule 4-3 are associated with submodule 4- with label
4,
The information collection submodule 4-1, for collecting multimedia resource in preset multimedia resource platform；It is described
Collecting multimedia resource includes programme televised live resource and/or request program resource.
The tag definition submodule 4-3 is arranged the multimedia resource being collected into for being based on preset classifying rules
EPG information is carried out label to media resource according to program category by tag along sort, and classifying rules is voluntarily made by backstage manager
Fixed, the information after completing label is stored in database.
The label is associated with submodule 4-4, is used for according to preset correlation rule, by the multimedia after the tag along sort
Resource is associated, and is stored to the multimedia resource database；The label association is will to complete the EPG information after label
It is associated binding with certain rule, which can be according to setting simply to program category, program age, Dao Yanhuo
Person performer is associated, and for the correlation rule by backstage manager's sets itself, the information after completing association is stored in database.?
The correlation rule that can be provided according to user preferences recommender system is associated, and the user preferences recommender system is according to collection
User watch program historical record analysis user type and hobby obtain correlation rule.The user preferences recommender system
Be connected with multimedia resource management module 4, multimedia resource management module 4 according to the correlation rule of user preferences recommender system into
Row association.Such as this program tag along sort is action movie, then can be associated with the program of other action movies, it in this way can be into after search
The correlation recommendation of the similar program of row.
The present embodiment is when receiving the search instruction of terminal transmission, according to the keyword in search instruction, in preparatory structure
The first multimedia resource to match with the keyword is searched in the multimedia resource database built, then according to this more than first
The corresponding tag along sort of media resource finds out the second multimedia resource associated with the tag along sort.
Optionally/possibly, in the embodiment of the present invention, the multimedia resource management module 4 further include: cleaned filter
Module 4-2, the cleaning filter submodule 4-2, for before tag along sort is arranged in described pair of multimedia resource being collected into,
Cleaning filtering is carried out to the multimedia resource being collected into.The cleaning filtering includes: to be selected to abandon multimedia according to preset condition
Resource data or label multimedia resource data.This specific embodiment preset condition is divided into main contents and minor coverage, main
Content selection is wanted to abandon multimedia resource data, minor coverage selected marker multimedia resource data, so as to subsequent modification processing.
Optionally/possibly, in the embodiment of the present invention, the cleaning filter submodule 4-2 includes at least double-filtration mould
Block, first order filtering module, the data integrity information for data type and multimedia resource to multimedia resource carry out
Cleaning filtering；If the data type of the multimedia resource of first order filtering and the data integrity information of multimedia resource are imperfect
Selection abandons multimedia resource data and carries out cleaning filtering.
Second level filtering carries out cleaning filtering to the description information for cleaning filtered multimedia resource through the first order；For
The contents such as the description information of media resource, such as age, director, poster, programm name, such as a certain loss of learning, Yong Huke
The multimedia resource is abandoned with customized whether filter out, or saves and is marked.This specific embodiment, if second level mistake
The imperfect selection of main information in the description information of the multimedia resource of filter abandons multimedia resource data and carries out cleaning filtering,
The descriptive main contents of the multimedia resource include following information: resource ID, resource name, resource poster, update prompt,
Resource type, piece Source Type, resource sequence and resource acquisition address etc..If the description information of the multimedia resource of second level filtering
In the imperfect selected marker multimedia resource data of secondary information carry out cleaning filtering, descriptive time of the multimedia resource
Wanting content includes following information: resource poster size, resource brief introduction, expiration date, place of production information, language classification, director information,
Actor information, source resource, single collection description of more collection resources, playing duration etc..Main contents of multimedia resource and secondary interior
Holding those skilled in the art can flexibly set according to demand, and the present embodiment is not specifically limited it.
If collection multimedia resource described in the present embodiment includes programme televised live resource, by by the EPG of existing radio and television
Information carries out extraction, data cleansing, program category label, the media resource association of programme information, realizes radio and television live streaming section
Mesh function of search.
The present invention organically combines live broadcast service platform, demand (telecommunication) service platform, electronic program guides (EPG), solves live streaming
Platform does not support function of search, gets through the mutually isolated status of live streaming platform, program request platform, forms broadcasting and TV live streaming request program and hands over
Mutual method.It is both needed to during platform search, the realization of live streaming program request unified search is broadcast live using EPG information, therefore utilizes existing
EPG information realize unified search function be this patent technology emphasis
In the third embodiment of the present invention, the system of a kind of radio and television programme televised live search, including server and pre-
The multimedia resource platform set,
The preset multimedia resource platform, for providing multimedia resource to server；The multimedia resource is flat
Platform includes live streaming other program platforms such as platform and/or program request platform.
The server, for according to the multimedia resource building multimedia money collected in preset multimedia resource platform
Source database, the multimedia resource database include programme televised live resource and/or request program resource；When receiving terminal
When search instruction, is chosen from the multimedia resource database and instruct the multimedia resource to match with described search；It will be with
The multimedia resource that described search instruction matches is sent to terminal.
It is described building multimedia resource database method and using multimedia resource database carry out program searching with
The first embodiment of invention is identical, therefore details are not described herein for the present embodiment.
Obviously, various changes and modifications can be made to the invention without departing from essence of the invention by those skilled in the art
Mind and range.In this way, if these modifications and changes of the present invention belongs to the range of the claims in the present invention and its equivalent technologies
Within, then the present invention is also intended to include these modifications and variations.
Claims (10)
1. a kind of method of radio and television programme televised live search, it is characterised in that:
Receive the search instruction that terminal is sent；
When receive terminal transmission described search instruction when, from the multimedia resource database constructed in advance choose with it is described
The multimedia resource that search instruction matches；Wherein, the multimedia resource includes programme televised live resource and/or request program money
Source；
The multimedia resource to match with described search instruction is sent to the terminal.
2. according to the method described in claim 1, it is characterized by: it is described receive terminal transmission search instruction before,
The method also includes:
Multimedia resource is collected in preset media resource platform；
Based on preset classifying rules, tag along sort is arranged to the multimedia resource being collected into；
According to preset correlation rule, the multimedia resource after the tag along sort is associated, and is stored to more matchmakers
Body resource database.
3. according to the method described in claim 2, it is characterized by: the correlation rule is recommended using user preferences recommender system
Correlation rule.
4. according to the method described in claim 2, it is characterized by: it is described when receive terminal transmission search instruction when, from
It is chosen in the multimedia resource database constructed in advance and instructs the multimedia resource to match with described search, comprising:
When receiving the search instruction of terminal transmission, according to the keyword in search instruction, in the multimedia money constructed in advance
The first multimedia resource to match with the keyword is searched in source database, it is then corresponding according to first multimedia resource
Tag along sort, find out the second multimedia resource associated with the tag along sort.
5. according to the method described in claim 2, it is characterized by: contingency table is arranged in the described pair of multimedia resource being collected into
Before label, the method also includes: cleaning filtering is carried out to the multimedia resource being collected into.
6. according to the method described in claim 5, it is characterized by: cleaning filtering includes at least double-filtration, the first order
Filtering carries out cleaning filtering to the data type of multimedia resource and the data integrity information of multimedia resource；Second level filtering
Cleaning filtering is carried out to the description information for cleaning filtered multimedia resource through the first order.
7. method according to claim 5 or 6, it is characterised in that: the cleaning filtering includes: to be selected according to preset condition
Abandon multimedia resource data or label multimedia resource data.
8. a kind of equipment of radio and television programme televised live search, it is characterised in that: including information receiving module, data processing module
And information sending module,
The information receiving module, for receiving the search instruction of terminal transmission；
The data processing module, for when receive terminal transmission described search instruction when, from the multimedia constructed in advance
It is chosen in resource database and instructs the multimedia resource to match with described search, the multimedia resource database includes live streaming
Program resource and/or request program resource；
The information sending module, the multimedia resource for described search instruction to match are sent to the terminal.
9. equipment according to claim 8, it is characterised in that: the equipment further include: multimedia resource management module, institute
Stating multimedia resource management module includes that information collection submodule, tag definition submodule with label are associated with submodule,
The information collection submodule, for collecting multimedia resource in preset multimedia resource platform；
Contingency table is arranged to the multimedia resource being collected into for being based on preset classifying rules in the tag definition submodule
Label；
The label is associated with submodule, for according to preset correlation rule, by the multimedia resource after the tag along sort into
Row association, and store to the multimedia resource database.
10. equipment according to claim 9, it is characterised in that: the multimedia resource management module further include: cleaned
Filter module,
The cleaning filter submodule, for before tag along sort is arranged in described pair of multimedia resource being collected into, to collection
To multimedia resource carry out cleaning filtering.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112291585A (en) * | 2019-07-25 | 2021-01-29 | 百度在线网络技术（北京）有限公司 | Multimedia resource searching method and device, electronic equipment and storage medium |
| CN114401448A (en) * | 2021-12-27 | 2022-04-26 | 珠海迈科智能科技股份有限公司 | Method, device, equipment and storage medium for detecting abnormity of program forecast information |
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| CN114401448A (en) * | 2021-12-27 | 2022-04-26 | 珠海迈科智能科技股份有限公司 | Method, device, equipment and storage medium for detecting abnormity of program forecast information |
| CN114401448B (en) * | 2021-12-27 | 2024-03-01 | 珠海迈科智能科技股份有限公司 | Abnormality detection method, device, equipment and storage medium for program forecast information |
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