CN105930484A - Multimedia resource recommendation method and apparatus - Google Patents
Multimedia resource recommendation method and apparatus Download PDFInfo
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- CN105930484A CN105930484A CN201610282696.0A CN201610282696A CN105930484A CN 105930484 A CN105930484 A CN 105930484A CN 201610282696 A CN201610282696 A CN 201610282696A CN 105930484 A CN105930484 A CN 105930484A
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The invention discloses a multimedia resource recommendation method and apparatus. The recommendation method comprises the steps of determining a resource group that a to-be-recommended resource belongs to according to identifier information of the to-be-recommended resource; acquiring recommendation information corresponding to the resource group that the to-be-recommended resource belongs to under the condition that the resource group that the to-be-recommended resource belongs to is determined; and recommending the to-be-recommended resource according to the recommendation information corresponding to the resource group that the to-be-recommended resource belongs to. According to the method and apparatus, a newly uploaded multimedia resource without a user behavior is recommended according to an uploaded multimedia resource with the user behavior, so that a recommendation result of the newly uploaded multimedia resource can be improved, the newly uploaded multimedia resource can be quickly and effectively recommended, and the user experience is good.
Description
Technical field
The present invention relates to Internet technical field, particularly relate to recommendation method and the dress of a kind of multimedia resource
Put.
Background technology
For new video (video i.e., newly uploaded), recommendation method commonly used in the prior art is according to pass
Keyword, same uploader scheduling algorithm make new video be associated with other video to be recommended.But,
Technical limitations due to new video itself, it is difficult to preferably extract new video as word, audio frequency
Particular content to be expressed, therefore cannot carry out relevance analysis to recommend new video to new video.
It is to say, in the prior art, it is difficult to new video is carried out high-quality recommendation.
Further, the information such as user behavior data, therefore, such as collaborative filtering (English are lacked due to new video
CF) etc. literary composition: Collaborative Filtering, is called for short: behavior algorithm all cannot be applicable to pushing away of new video
Recommend.
At present, feasible way is that the title according to new video is associated analyzing, to recommend new video.
But, owing to there may be difference between title and both particular contents of video of video, therefore,
Title according only to new video recommends new video, and a lot of new videos may still cannot be recommended.
Summary of the invention
Technical problem
In view of this, the technical problem to be solved in the present invention is, how to improve the multimedia resource newly uploaded
Recommendation results.
Solution
In order to solve above-mentioned technical problem, in first aspect, the invention provides a kind of multimedia resource
Recommendation method, including:
According to the identification information of resource to be recommended, determine the resource group belonging to described resource to be recommended；
In the case of determining the resource group belonging to described resource to be recommended, obtain described affiliated resource
The recommendation information that group is corresponding；
According to the recommendation information that the resource group belonging to described is corresponding, described resource to be recommended is recommended.
In conjunction with first aspect, in the implementation that the first is possible, described according to described affiliated resource
The recommendation information that group is corresponding, recommends described resource to be recommended, including:
By other multimedia resource place in described for the insertion of described resource to be recommended affiliated resource group
In recommendation list；Or
By described resource recommendation to be recommended to the user relevant to other multimedia resource described.
In conjunction with the first possible implementation of first aspect, in the implementation that the second is possible,
Recommendation by other multimedia resource place in described for the insertion of described resource to be recommended affiliated resource group
In list, including:
Described resource to be recommended is inserted described in the recommendation list at other multimedia resource place described
Before the position of other multimedia resource；Or
Described resource to be recommended is inserted described in the recommendation list at other multimedia resource place described
The position of other multimedia resource, and replace other multimedia resource described.
In conjunction with the implementation that the second of first aspect is possible, in the implementation that the third is possible,
Described in the described recommendation list that described resource to be recommended is inserted other multimedia resource place described
Before the position of other multimedia resource, including:
Described resource to be recommended is inserted first in the recommendation list at other multimedia resource place described
Position,
Wherein, other multimedia resource described in the recommendation list at other multimedia resource place described
Difference between position and described primary importance is not more than first threshold.
In conjunction with the first possible implementation of first aspect, in the 4th kind of possible implementation,
By described resource recommendation to be recommended to the user the most relevant to other multimedia resource described, including:
According to the user access information of other multimedia resource described, determine and accessed other multimedia described
The user of resource；
Obtain the recommendation list of the user accessing other multimedia resource described；
Described resource to be recommended is added the recommendation list of the user accessing other multimedia resource described.
The first possible implementation or the second of first aspect in conjunction with first aspect or first aspect
Plant possible implementation or the third possible implementation of first aspect or the 4th of first aspect the
Plant possible embodiment, in the 5th kind of possible embodiment, described money to be recommended cannot determined
In the case of resource group belonging to source, according to the heading message of described resource to be recommended and/or described to be recommended
Described resource to be recommended is recommended by the label of resource.
The first possible implementation or the second of first aspect in conjunction with first aspect or first aspect
Plant possible implementation or the third possible implementation of first aspect or the 4th of first aspect the
Plant possible embodiment, in the 6th kind of possible embodiment, in advance announced multimedia is provided
Source is divided at least one resource group.
In second aspect, the invention provides the recommendation apparatus of a kind of multimedia resource, including:
Determine unit, for the identification information according to resource to be recommended, determine belonging to described resource to be recommended
Resource group；
With described, acquiring unit, determines that unit is connected, for determining belonging to described resource to be recommended
In the case of resource group, obtain the recommendation information that described affiliated resource group is corresponding；And
Recommendation unit, is connected with described acquiring unit, for according to described affiliated corresponding the pushing away of resource group
Recommend information, described resource to be recommended is recommended.
In conjunction with second aspect, in the implementation that the first is possible, described recommendation unit includes:
Intron unit, for by many for other in described for the insertion of described resource to be recommended affiliated resource group
In the recommendation list at media resource place；Or
Recommend subelement, for by the most relevant to other multimedia resource described for described resource recommendation to be recommended
User.
In conjunction with the first possible implementation of second aspect, in the implementation that the second is possible,
Described intron unit includes:
First inserts module, for described resource to be recommended is inserted other multimedia resource place described
Before the position of other multimedia resource described in recommendation list；Or
Second inserts module, for described resource to be recommended is inserted other multimedia resource place described
The position of other multimedia resource described in recommendation list, and replace other multimedia resource described.
In conjunction with the implementation that the second of second aspect is possible, in the implementation that the third is possible,
Described first inserts module is configured to:
Described resource to be recommended is inserted first in the recommendation list at other multimedia resource place described
Position,
Wherein, other multimedia resource described in the recommendation list at other multimedia resource place described
Difference between position and described primary importance is not more than first threshold.
In conjunction with the first possible implementation of second aspect, in the 4th kind of possible implementation,
Described recommendation subelement includes:
Determine module, for the user access information according to other multimedia resource described, determine and accessed
The user of other multimedia resource described；
With described, acquisition module, determines that module is connected, be used for obtaining and accessed other multimedia resource described
The recommendation list of user；
Add module, be connected with described acquisition module, access institute for described resource to be recommended being added
State the recommendation list of the user of other multimedia resource.
The first possible implementation or the second of second aspect in conjunction with second aspect or second aspect
Plant possible implementation or the third possible implementation of second aspect or the 4th of second aspect the
Plant possible embodiment, in the 5th kind of possible embodiment, described money to be recommended cannot determined
In the case of resource group belonging to source, described recommendation unit according to the heading message of described resource to be recommended and
/ or the label of described resource to be recommended described resource to be recommended is recommended.
The first possible implementation or the second of second aspect in conjunction with second aspect or second aspect
Plant possible implementation or the third possible implementation of second aspect or the 4th of second aspect the
Plant possible embodiment, in the 6th kind of possible embodiment, also include:
Division unit, is divided at least one resource group in advance by announced multimedia resource.
Beneficial effect
The recommendation method and apparatus of the multimedia resource of the embodiment of the present invention, has user according to uploaded
The multimedia resource of behavior recommends the multimedia resource without user behavior newly uploaded, thus, and can
To improve the recommendation results of the multimedia resource newly uploaded, the multimedia resource newly uploaded can be carried out soon
Speed is effective recommends, and Consumer's Experience is good.
According to below with reference to the accompanying drawings to detailed description of illustrative embodiments, the further feature of the present invention and side
Face will be clear from.
Accompanying drawing explanation
The accompanying drawing of the part comprising in the description and constituting description together illustrates with description
The exemplary embodiment of the present invention, feature and aspect, and for explaining the principle of the present invention.
Fig. 1 a illustrates the flow chart of the recommendation method of the multimedia resource of according to embodiments of the present invention；
Fig. 1 b illustrates the flowchart illustrations of the recommendation method of the multimedia resource according to the present invention；
Fig. 2 illustrates the flow chart of the recommendation method of the multimedia resource of according to embodiments of the present invention two；
Fig. 3 illustrates the structured flowchart of the recommendation apparatus of the multimedia resource of according to embodiments of the present invention three；With
And
Fig. 4 illustrates the structured flowchart of the recommendation apparatus of the multimedia resource of according to embodiments of the present invention four.
Detailed description of the invention
Various exemplary embodiments, feature and the aspect of the present invention is described in detail below with reference to accompanying drawing.Attached
Reference identical in figure represents the same or analogous element of function.Although enforcement shown in the drawings
The various aspects of example, but unless otherwise indicated, it is not necessary to accompanying drawing drawn to scale.
The most special word " exemplary " means " as example, embodiment or illustrative ".Here as
Any embodiment illustrated by " exemplary " should not necessarily be construed as preferred or advantageous over other embodiments.
It addition, in order to better illustrate the present invention, detailed description of the invention below gives numerous
Detail.It will be appreciated by those skilled in the art that do not have some detail, the present invention is equally
Implement.In some instances, for method well known to those skilled in the art, means, element and circuit
It is not described in detail, in order to highlight the purport of the present invention.
Embodiment 1
Fig. 1 a illustrates the flow chart of the recommendation method of the multimedia resource of according to embodiments of the present invention, Fig. 1 b
The flowchart illustrations of the recommendation method of the multimedia resource according to the present invention is shown.As shown in Figure 1a, this pushes away
Method of recommending mainly may include that
Step S100, identification information according to resource to be recommended, determine the resource group belonging to resource to be recommended.
Specifically, as shown in the step 1 in Fig. 1 b, user can use subscriber equipment and the network equipment
Communicate, to upload the resource to be recommended of such as new video etc., for resource to be recommended, can use
It is recommended by the recommendation method in the embodiment of the present invention.Wherein, user can be identical user,
Can also be different users.Subscriber equipment includes but not limited to that user can pass through keyboard, mouse, distant
The control mode such as device, touch pad, handwriting equipment carries out the electronic product of man-machine interaction, such as, computer,
Mobile phone, personal digital assistant (English: Personal Digital Assistant, be called for short: PDA), notebook,
Desktop computer, intelligent television etc..The network equipment include but not limited to network host, single network server,
The cloud that multiple webserver collection or multiple server are constituted.Multimedia resource include but not limited to video,
Audio frequency, picture.
It should be noted that above-mentioned subscriber equipment, the network equipment and multimedia resource are not limited only to above-mentioned showing
Example, those skilled in the art should be able to understand, and other is existing or other form of being likely to occur from now on
Subscriber equipment, the network equipment and multimedia resource all go for the present invention, say, that the present invention
It is not intended to the concrete form of subscriber equipment, the network equipment and multimedia resource.
In a kind of possible implementation, can in advance announced multimedia resource be divided at least
One resource group.Specifically, (that is, the old of a period of time has been issued due to announced multimedia resource
Multimedia resource) there is user behavior, and such as can adopt with the following method by announced many matchmakers
Body resource is divided into multiple resource group.
It is possible, firstly, to according to the network equipment or the third party device institute that is connected with the network equipment via network
The multimedia resource of storage accesses record, extracts the characteristic information of announced multimedia resource, this feature
Information can include the title of announced multimedia resource, the mark of announced multimedia resource,
One or any number of combinations in the label of the multimedia resource issued.Wherein, the network equipment or
Three method, apparatus storages have a plurality of multimedia resource to access record, and every multimedia resource accesses record and can wrap
Include and access the ID of multimedia resource, access the time of multimedia resource, the broadcasting of multimedia resource
The words such as time span, multimedia resource title (title), multimedia resource mark, multimedia resource label
Section.
For example, it is assumed that user A on February 11st, 2016 19:23 to 19:58 have viewed " spending thousand bones ",
Then a multimedia resource access record of the network equipment or third party device storage can include that user marks
Know " A ", time " 19:23 on February 11st, 2016 ", reproduction time length " 35 minutes ", title " flower
Thousand bones ", label 1 " Zhao Liying ", the field such as label 2 " fantasy ", the characteristic information extracted can wrap
Include title and " spend thousand bones " or label 1 " Zhao Liying ".
Certainly, multimedia resource title can include prefix and suffix, prefix be length be more than 0 any
Character, suffix is Chinese figure or Arabic numerals, such as, video " Kangxu's records of travel incognito 1 ", regards
Frequently " Xiaobao diary two ".
Secondly, the announced multimedia resource that characteristic information meets predetermined condition is divided into same group.
In the implementation that the first is possible, first can select many matchmakers from announced multimedia resource
There is the announced multimedia resource of identical characters in body resource name, then judges the number of identical characters
Whether more than predetermined threshold, finally the number of identical characters is more than the announced multimedia of predetermined threshold
Resource is divided into same group.Wherein, identical characters can be continuous print identical characters, it is also possible to for not connecting
Continuous identical characters.Such as, there is " health " and " prosperous " in video " Kangxu's inside story " and " Kangxu imperial court "
Two continuous print identical characters, and for example, there is " red " and " mill " in video " scarlet mill " and " Moulin Rouge "
Two discontinuous identical characters.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", and predetermined threshold is 3, then exist due to the title of video V2 and video V5
The number of identical characters be 4, therefore, the number 4 of identical characters is more than predetermined threshold 3, thus permissible
Video V2 and video V5 is divided into same group, in like manner, owing to the title of video V3 and video V6 exists
The number of identical characters be 6, the number 6 of identical characters, thus can be by video more than predetermined threshold 3
V3 and video V6 is divided into same group.
In the implementation that the second is possible, first can select many matchmakers from announced multimedia resource
There is the announced multimedia resource of identical characters in body resource name, then judges the number of identical characters
And whether the ratio between the character sum of the title that there is the announced multimedia resource of identical characters
More than predetermined threshold, finally ratio is divided into same more than the announced multimedia resource of predetermined threshold
Group.Wherein, identical characters can be continuous print identical characters, it is also possible to for discontinuous identical characters.
The concrete example of identical characters may refer to the example in the first possible implementation above-mentioned.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", and predetermined threshold is 1/2, then deposit due to the title of video V2 and video V5
The number of identical characters be 4 and the character sum of the title of video V2 and video V5 is 5, because of
Ratio between number and the character sum of its title of the identical characters of this video V2 and video V5 is
4/5, this ratio is more than predetermined threshold 1/2, thus video V2 and video V5 can be divided into same group,
In like manner, between due to the character sum of video V3 and the number of the identical characters of video V6 and its title
Ratio is 6/6, and this ratio is more than predetermined threshold 1/2, therefore can be divided into by video V3 and video V6
Same group.
In the implementation that the third is possible, first can select many matchmakers from announced multimedia resource
There is the announced multimedia resource of identical characters in body resource tag, then judges the number of identical characters
Whether more than predetermined threshold, finally the number of identical characters is more than the announced multimedia of predetermined threshold
Resource is divided into same group.
For example, it is assumed that before 23 days March in 2016, uploaded label for " Zhao Liying and Chen Xiao "
Video V1 " Lu Zhen legend ", label be " yellow of heap of stone and Zhao Liying " video V2 " ultimate challenge ",
Label is the video V3 " brother of running " of " Zhejiang Television Station and Deng Chao ", and predetermined threshold is 2,
The number of the identical characters then existed due to the label of video V1 and video V2 is 4, therefore, identical characters
Number 4 more than predetermined threshold 2, thus video V1 and video V2 can be divided into same group.
In the 4th kind of possible implementation, first can select many matchmakers from announced multimedia resource
There is the announced multimedia resource of identical characters in body resource tag, then judges the number of identical characters
And whether the ratio between the character sum of the label that there is the announced multimedia resource of identical characters
More than predetermined threshold, finally ratio is divided into same more than the announced multimedia resource of predetermined threshold
Group.
For example, it is assumed that before 23 days March in 2016, uploaded label for " Zhao Liying and Chen Xiao "
Video V1 " Lu Zhen legend ", label be " yellow of heap of stone and Zhao Liying " video V2 " ultimate challenge ",
Label is the video V3 " brother of running " of " Zhejiang Television Station and Deng Chao ", and predetermined threshold is 1/3,
The number of identical characters then existed due to the label of video V1 and video V2 is 4 and video V1 and regarding
Frequently the character sum of the label of V2 is 6, therefore, the number of the identical characters of video V1 and video V2 with
Ratio between the character sum of its label is 4/6, and this ratio is more than predetermined threshold 1/3, thus permissible
Video V1 and video V2 is divided into same group.
After announced multimedia resource is divided into multiple resource group, it can be determined that resource to be recommended
Identification information whether mate with the identification information of multiple resource groups of division, if the mark of resource to be recommended
Knowledge information and the identification information match of multiple resource groups of division, then can determine that resource to be recommended belongs to
The resource group matched with it.Such as, identification information can be above-mentioned identical characters.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", uploaded video V1 " Xiaobao diary three " on March 23rd, 2016, and
Predetermined threshold is 3, then video V2 and video V5 is first resource group as described above, due to video V1
Title in the identical characters " Xiaobao of title of character " Xiaobao diary " and video V2 and video V5
Diary " match, thus may determine that going out the resource group belonging to video V1 is first resource group.
Step S120, in the case of determining the resource group belonging to resource to be recommended, the money belonging to acquisition
The recommendation information that source group is corresponding.
Specifically, as shown in the step 2 in Fig. 1 b, it is judged that whether the video (resource to be recommended) newly uploaded belongs to
Resource group after the division of the video uploaded, in the case of step 2 is judged as "Yes", new on
The video passed belong to the division of the multimedia resource uploaded after resource group, i.e. can determine that to be recommended
Resource group belonging to resource, subsequently, can obtain other multimedia resource in such as affiliated resource group
The user of other multimedia resource in the recommendation list at place or the resource group belonging to accessing.
Step S140, according to recommendation information corresponding to affiliated resource group, resource to be recommended is recommended.
In a kind of possible implementation, according to the recommendation information that affiliated resource group is corresponding, treat and push away
Recommend resource to recommend, may include that other the many matchmakers in the resource group belonging to resource to be recommended being inserted
In the recommendation list at body resource place.That is, as shown in the step 3 in Fig. 1 b, can be according to other video
New video is recommended by the recommendation list at place.
Specifically, resource to be recommended can be inserted in the recommendation list at other multimedia resource place its
Before the position of its multimedia resource.More specifically, resource to be recommended can be inserted other multimedia money
First position in the recommendation list at place, source, wherein, the recommendation list at other multimedia resource place
In other multimedia resource position and primary importance between difference be not more than first threshold, first threshold
Value for example, 1 or 2.
For example, it is assumed that video V2 to video V8 is announced multimedia resource, and video V1 is for treating
Recommending resource, video V2 and video V5 is first resource group and determines video V1 in the step s 100
Affiliated resource group is first resource group, and video V2 respectively appears in the recommendation row of video V6 and video V8
2nd position of table and the 4th position, video V5 occurs in the 6th position of the recommendation list of video V7
Put, then video V1 can be inserted the 1st position of the recommendation list of video V6, video V1 insertion is regarded
Frequently the recommendation list of V8 the 3rd position, video V1 is inserted the 4th position of recommendation list of video V7
Put.
Specifically, it is also possible to resource to be recommended is inserted in the recommendation list at other multimedia resource place
The position of other multimedia resource, and replace other multimedia resource.For example, it is assumed that video V2
Being announced multimedia resource to video V8, video V1 is resource to be recommended, video V2 and video V5
For first resource group and determine that the resource group belonging to video V1 is first resource group in the step s 100,
Video V2 respectively appears in the 2nd position of the recommendation list of video V6 and video V8 and the 3rd position,
Video V5 occurs in the 2nd position of the recommendation list of video V7, then video V1 can be inserted video
2nd position of the recommendation list of V6 is to replace video V2, the recommendation of video V1 insertion video V8 to be arranged
3rd position of table is with replacement video V2, by the 2nd position of the recommendation list of video V1 insertion video V7
Put to replace video V5.
In a kind of possible implementation, in the situation of the resource group that cannot determine belonging to resource to be recommended
Under, according to the heading message of resource to be recommended and/or the label of resource to be recommended, resource to be recommended is pushed away
Recommend.That is, as shown in the step 5 in Fig. 1 b, the key word of the title of new video can be extracted, according to pass
Keyword scans for correlation recommendation to new video.
Specifically, in the case of cannot determining the resource group belonging to resource to be recommended, it is possible, firstly, to carry
Take heading message and/or the label of resource to be recommended, it is then possible to extract the heading message of resource to be recommended
And/or the key word of label, then, obtain multimedia resource corresponding under key word, finally, will wait to push away
Recommend in the recommendation list that resource inserts multimedia resource corresponding under key word.More specifically, can will treat
Resource is recommended to insert in the recommendation list of multimedia resource corresponding under key word corresponding many under key word
Position after the position of media resource, or resource to be recommended can be inserted under key word corresponding many
The comparison rearward position of the recommendation list of media resource.
For example, it is assumed that the resource group belonging to video V1 " Xiaobao diary one " cannot be determined, according to regarding
Frequently the title of V1 extracts " Xiaobao " and " diary " two key words, and key word " Xiaobao " correspond to
Video V9 and video V9 are in the 3rd position of its recommendation list, and key word " diary " correspond to video
Video V1 in the 4th position of its recommendation list, then can be inserted video V9 by V10 and video V10
The 6th position of recommendation list, video V1 is inserted the 7th position of the recommendation list of video V10.
The recommendation method of the multimedia resource of the embodiment of the present invention, (newly uploads many for resource to be recommended
Media resource), according to recommendation information (such as, the resource institute to be recommended of the resource group belonging to resource to be recommended
The recommendation list at other multimedia resource place in the resource group belonged to) resource to be recommended is recommended,
I.e. recommend that newly uploads not have user's row according to the multimedia resource with user behavior uploaded
For multimedia resource, thus, it is possible to improve the recommendation results of multimedia resource newly uploaded, can be right
The multimedia resource newly uploaded is recommended fast and effectively, and Consumer's Experience is good.
Embodiment 2
Fig. 2 illustrates the flow chart of the recommendation method of the multimedia resource of according to embodiments of the present invention two.Such as Fig. 2
Shown in, this recommendation method mainly may include that
Step S200, identification information according to resource to be recommended, determine the resource group belonging to resource to be recommended.
Illustrating of this step may refer to the description of step S100 in above-described embodiment 1.
Step S220, in the case of determining the resource group belonging to resource to be recommended, the money belonging to acquisition
The recommendation information that source group is corresponding.Illustrating of this step may refer to step S120 in above-described embodiment 1
Description.
Step S240, according to recommendation information corresponding to affiliated resource group, resource to be recommended is recommended.
In a kind of possible implementation, according to the recommendation information that affiliated resource group is corresponding, treat and push away
Recommend resource to recommend, may include that resource recommendation to be recommended to relevant to other multimedia resource
User.That is, as shown in the step 4 in Fig. 1 b, user can be directed to according to crowd, new video is entered
Row is recommended.
Specifically, by resource recommendation to be recommended to the user relevant to other multimedia resource, may include that
According to the user access information of other multimedia resource, determine the user accessing other multimedia resource；
Obtain the recommendation list of the user accessing other multimedia resource；Resource to be recommended is added and accessed it
The recommendation list of the user of its multimedia resource.
More specifically, record can be accessed according to multimedia resource to obtain the user of other multimedia resource
Access information, obtains the use that have accessed other multimedia resource further according to acquired user access information
Family.The description that may refer in above-described embodiment 1 is illustrated for what multimedia resource access recorded.
For example, it is assumed that video V2 and video V5 is announced multimedia resource and video V1 is
Resource to be recommended, video V2 and video V5 are first resource group and determine video in step s 200
Resource group belonging to V1 is first resource group, accesses record according to multimedia resource and draws, video V2's
User access information is user U1 and user U2, and the user access information of video V5 is user U3, then may be used
Video V1 to be added the recommendation list of access customer U1, U2 and U3 in step S240.
In a kind of possible implementation, in the situation of the resource group that cannot determine belonging to resource to be recommended
Under, according to the label of the heading message of resource to be recommended and/or resource to be recommended, resource to be recommended can be entered
Row is recommended.That is, as shown in the step 5 in Fig. 1 b, the key word of the title of new video, root can be extracted
According to key word, new video is scanned for correlation recommendation.
Specifically, in the case of cannot determining the resource group belonging to resource to be recommended, it is possible, firstly, to carry
Take heading message and/or the label of resource to be recommended, it is then possible to extract the heading message of resource to be recommended
And/or the key word of label, then, obtain multimedia resource corresponding under key word, finally, will wait to push away
Recommend in the recommendation list that resource inserts multimedia resource corresponding under key word.More specifically, can will treat
Resource is recommended to insert in the recommendation list of multimedia resource corresponding under key word corresponding many under key word
Position after the position of media resource, or resource to be recommended can be inserted under key word corresponding many
The comparison rearward position of the recommendation list of media resource.Concrete example may refer in above-described embodiment 1
Example.
The recommendation method of the multimedia resource of the embodiment of the present invention, (newly uploads many for resource to be recommended
Media resource), according to the recommendation information of the resource group belonging to resource to be recommended (such as, accessed belonging to
The user of other multimedia resource in resource group) resource to be recommended is recommended, i.e. according to uploading
The multimedia money without user behavior recommending newly to upload of the multimedia resource with user behavior
Source, thus, it is possible to improve the recommendation results of the multimedia resource newly uploaded, can be to the many matchmakers newly uploaded
Body resource is recommended fast and effectively, and Consumer's Experience is good.
Embodiment 3
Fig. 3 illustrates the structured flowchart of the recommendation apparatus of the multimedia resource of according to embodiments of the present invention three.This
The recommendation apparatus 300 of the multimedia resource that embodiment provides is for realizing the multimedia resource shown in Fig. 1 a
Recommendation method.As it is shown on figure 3, this recommendation apparatus 300 mainly may include that
Determine unit 310, for the identification information according to resource to be recommended, determine belonging to resource to be recommended
Resource group.
Specifically, as shown in the step 1 in Fig. 1 b, user can use subscriber equipment and the network equipment
Communicate, to upload the resource to be recommended of such as new video etc., for resource to be recommended, it is possible to use
It is recommended by the recommendation apparatus in the embodiment of the present invention.Wherein, user can be identical user,
Can also be different users.Subscriber equipment includes but not limited to that user can pass through keyboard, mouse, distant
The control mode such as device, touch pad, handwriting equipment carries out the electronic product of man-machine interaction, such as, computer,
Mobile phone, personal digital assistant (English: Personal Digital Assistant, be called for short: PDA), notebook,
Desktop computer, intelligent television etc..The network equipment include but not limited to network host, single network server,
The cloud that multiple webserver collection or multiple server are constituted.Multimedia resource include but not limited to video,
Audio frequency, picture.
It should be noted that above-mentioned subscriber equipment, the network equipment and multimedia resource are not limited only to above-mentioned showing
Example, those skilled in the art should be able to understand, and other is existing or other form of being likely to occur from now on
Subscriber equipment, the network equipment and multimedia resource all go for the present invention, say, that the present invention
It is not intended to the concrete form of subscriber equipment, the network equipment and multimedia resource.
In a kind of possible implementation, this recommendation apparatus 300 can also include: division unit 370,
For in advance, announced multimedia resource is divided at least one resource group.Specifically, owing to sending out
The multimedia resource (that is, having issued the old multimedia resource of a period of time) of cloth has user behavior, and
Division unit 370 such as can be adopted and with the following method announced multimedia resource is divided into multiple money
Source group.
First, division unit 370 according to the network equipment or can be connected with the network equipment via network
The multimedia resource that third party device is stored accesses record, extracts the feature of announced multimedia resource
Information, this feature information can include that the title of announced multimedia resource, announced multimedia provide
The mark in source, announced multimedia resource label in one or any number of combinations.Wherein,
The network equipment or third party device storage have a plurality of multimedia resource to access record, and every multimedia resource is visited
Ask that record can include accessing the ID of multimedia resource, the access time of multimedia resource, many matchmakers
The reproduction time length of body resource, multimedia resource title (title), multimedia resource mark, multimedia
The fields such as resource tag.
For example, it is assumed that user A on February 11st, 2016 19:23 to 19:58 have viewed " spending thousand bones ",
Then a multimedia resource access record of the network equipment or third party device storage can include that user marks
Know " A ", time " 19:23 on February 11st, 2016 ", reproduction time length " 35 minutes ", title " flower
Thousand bones ", label 1 " Zhao Liying ", the field such as label 2 " fantasy ", the spy that division unit 370 is extracted
Reference breath can include that title " spends thousand bones " or label 1 " Zhao Liying ".
Certainly, multimedia resource title can include prefix and suffix, prefix be length be more than 0 any
Character, suffix is Chinese figure or Arabic numerals, such as, video " Kangxu's records of travel incognito 1 ", regards
Frequently " Xiaobao diary two ".
Secondly, characteristic information is met the announced multimedia resource of predetermined condition and draws by division unit 370
It is divided into same group.
In the implementation that the first is possible, division unit 370 can first provide from announced multimedia
Source selects multimedia resource title there is the announced multimedia resource of identical characters, then divide list
Unit 370 may determine that the number of identical characters whether more than predetermined threshold, last division unit 370 can be by
The number of identical characters is divided into same group more than the announced multimedia resource of predetermined threshold.Wherein,
Identical characters can be continuous print identical characters, it is also possible to for discontinuous identical characters.Such as, video
There are " health " and " prosperous " two continuous print identical characters in " Kangxu's inside story " and " Kangxu imperial court ", again
As, there are " red " and " mill " two discontinuous same word in video " scarlet mill " and " Moulin Rouge "
Symbol.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", and predetermined threshold is 3, then exist due to the title of video V2 and video V5
The number of identical characters be 4, therefore, the number 4 of identical characters is more than predetermined threshold 3, thus divides
Video V2 and video V5 can be divided into same group by unit 370, in like manner, due to video V3 and video
The number of the identical characters that the title of V6 exists is 6, and the number 6 of identical characters is more than predetermined threshold 3, because of
And video V3 and video V6 can be divided into same group by division unit 370.
In the implementation that the second is possible, division unit 370 can first provide from announced multimedia
Source selects multimedia resource title there is the announced multimedia resource of identical characters, then divide list
Unit 370 may determine that the number of identical characters and the name of the announced multimedia resource that there is identical characters
Whether the ratio between the character sum claimed is more than predetermined threshold, and last division unit 370 can be by ratio
It is divided into same group more than the announced multimedia resource of predetermined threshold.Wherein, identical characters can be
Continuous print identical characters, it is also possible to for discontinuous identical characters.The concrete example of identical characters can be joined
See the example in the first possible implementation above-mentioned.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", and predetermined threshold is 1/2, then deposit due to the title of video V2 and video V5
The number of identical characters be 4 and the character sum of the title of video V2 and video V5 is 5, because of
Ratio between number and the character sum of its title of the identical characters of this video V2 and video V5 is
4/5, this ratio is more than predetermined threshold 1/2, thus video V2 and video V5 can be drawn by division unit 370
It is divided into same group, in like manner, due to number and the word of its title of video V3 and the identical characters of video V6
Ratio between symbol sum is 6/6, and this ratio is more than predetermined threshold 1/2, and therefore division unit 370 is permissible
Video V3 and video V6 is divided into same group.
In the implementation that the third is possible, division unit 370 can first provide from announced multimedia
Source selects multimedia resource label there is the announced multimedia resource of identical characters, then divide list
Unit 370 may determine that the number of identical characters whether more than predetermined threshold, last division unit 370 can be by
The number of identical characters is divided into same group more than the announced multimedia resource of predetermined threshold.
For example, it is assumed that before 23 days March in 2016, uploaded label for " Zhao Liying and Chen Xiao "
Video V1 " Lu Zhen legend ", label be " yellow of heap of stone and Zhao Liying " video V2 " ultimate challenge ",
Label is the video V3 " brother of running " of " Zhejiang Television Station and Deng Chao ", and predetermined threshold is 2,
The number of the identical characters then existed due to the label of video V1 and video V2 is 4, therefore, identical characters
Number 4 more than predetermined threshold 2, thus division unit 370 video V1 and video V2 can be divided into
One group.
In the 4th kind of possible implementation, division unit 370 can first provide from announced multimedia
Source selects multimedia resource label there is the announced multimedia resource of identical characters, then divide list
Unit 370 may determine that the number of identical characters and the mark of the announced multimedia resource that there is identical characters
Whether the ratio between the character sum signed is more than predetermined threshold, and last division unit 370 can be by ratio
It is divided into same group more than the announced multimedia resource of predetermined threshold.
For example, it is assumed that before 23 days March in 2016, uploaded label for " Zhao Liying and Chen Xiao "
Video V1 " Lu Zhen legend ", label be " yellow of heap of stone and Zhao Liying " video V2 " ultimate challenge ",
Label is the video V3 " brother of running " of " Zhejiang Television Station and Deng Chao ", and predetermined threshold is 1/3,
The number of identical characters then existed due to the label of video V1 and video V2 is 4 and video V1 and regarding
Frequently the character sum of the label of V2 is 6, therefore, the number of the identical characters of video V1 and video V2 with
Ratio between the character sum of its label is 4/6, and this ratio is more than predetermined threshold 1/3, thus divides
Video V1 and video V2 can be divided into same group by unit 370.
After announced multimedia resource is divided into multiple resource group by division unit 370, determine list
Whether unit 310 may determine that the identification information of the identification information of resource to be recommended and multiple resource groups of division
Coupling, if the identification information match of multiple resource groups of the identification information of resource to be recommended and division, then
Determine that unit 310 can determine that resource to be recommended belongs to the resource group matched with it.Such as, mark
Information can be above-mentioned identical characters.
For example, it is assumed that before 23 days March in 2016, uploaded video V2 " Xiaobao diary two ", regard
Frequently V3 " cook home cooking 2 ", video V4 " going out travel notes ", video V5 " Xiaobao diary one " and video
V6 " cook home cooking 2 ", uploaded video V1 " Xiaobao diary three " on March 23rd, 2016, and
Predetermined threshold is 3, then video V2 and video V5 is first resource group as described above, due to video V1
Title in the identical characters " Xiaobao of title of character " Xiaobao diary " and video V2 and video V5
Diary " match, it is thus determined that unit 310 can determine that the resource group belonging to video V1 is the first money
Source group.
Acquiring unit 330, and determines that unit 310 is connected, for determining the money belonging to resource to be recommended
In the case of the group of source, the recommendation information that resource group belonging to acquisition is corresponding.
Specifically, as shown in the step 2 in Fig. 1 b, it is judged that whether the video (resource to be recommended) newly uploaded belongs to
Resource group after the division of the video uploaded, in the case of step 2 is judged as "Yes", new on
The video passed belong to the division of the multimedia resource uploaded after resource group, i.e. determine that unit 310 is permissible
Determine the resource group belonging to resource to be recommended, subsequently, acquiring unit 330 can obtain such as belonging to
Its in the recommendation list at other multimedia resource place in resource group or the resource group belonging to accessing
The user of its multimedia resource.
Recommendation unit 350, is connected with acquiring unit 330, for the recommendation corresponding according to affiliated resource group
Information, recommends resource to be recommended.
In a kind of possible implementation, it is recommended that unit 330 may include that intron unit 351, use
In the recommendation list at other multimedia resource place in the resource group belonging to resource to be recommended is inserted.
That is, as shown in the step 3 in Fig. 1 b, it is recommended that unit 330 can be according to the recommendation list at other video place
New video is recommended.
Specifically, resource to be recommended can be inserted other multimedia resource place by intron unit 351
Before the position of other multimedia resource in recommendation list.More specifically, intron unit 351 is permissible
Resource to be recommended is inserted the first position in the recommendation list at other multimedia resource place, wherein,
The position of other multimedia resource in the recommendation list at other multimedia resource place and primary importance it
Between difference be not more than first threshold, the value of first threshold for example, 1 or 2.
For example, it is assumed that video V2 to video V8 is announced multimedia resource, and video V1 is for treating
Recommending resource, video V2 and video V5 is first resource group and determines video V1 in the step s 100
Affiliated resource group is first resource group, and video V2 respectively appears in the recommendation row of video V6 and video V8
2nd position of table and the 4th position, video V5 occurs in the 6th position of the recommendation list of video V7
Put, then intron unit 351 can by video V1 insert video V6 recommendation list the 1st position,
Video V1 is inserted the 3rd position of the recommendation list of video V8, video V1 is inserted pushing away of video V7
Recommend the 4th position of list.
Specifically, resource to be recommended can also be inserted other multimedia resource place by intron unit 351
Recommendation list in the position of other multimedia resource, and replace other multimedia resource.For example,
Assuming that video V2 to video V8 is announced multimedia resource, video V1 is resource to be recommended, video
V2 and video V5 is first resource group and determines that the resource group belonging to video V1 is in the step s 100
First resource group, video V2 respectively appear in the recommendation list of video V6 and video V8 the 2nd position and
3rd position, video V5 occurs in the 2nd position, then intron unit of the recommendation list of video V7
2nd position of 351 recommendation list that video V1 can insert video V6 is to replace video V2, will regard
3rd position of the recommendation list of the video V8 of V1 insertion frequently is to replace video V2, video V1 insertion to be regarded
Frequently the 2nd position of the recommendation list of V7 is to replace video V5.
In a kind of possible implementation, determining that unit 310 cannot determine belonging to resource to be recommended
In the case of resource group, it is recommended that unit 330 can be according to the heading message of resource to be recommended and/or to be recommended
Resource to be recommended is recommended by the label of resource.That is, as shown in the step 5 in Fig. 1 b, it is recommended that unit
The key word of 330 titles that can extract new video, scans for association according to key word to new video and pushes away
Recommend.
Specifically, in the case of determining that unit 310 cannot determine the resource group belonging to resource to be recommended,
First, it is recommended that unit 330 can extract heading message and/or the label of resource to be recommended, then, it is recommended that
Unit 330 can extract the heading message of resource to be recommended and/or the key word of label, then, it is recommended that single
Unit 330 can obtain multimedia resource corresponding under key word, finally, it is recommended that unit 330 can push away waiting
Recommend in the recommendation list that resource inserts multimedia resource corresponding under key word.More specifically, recommendation unit
Key word in 330 recommendation list that resource to be recommended can be inserted multimedia resource corresponding under key word
Position after the position of the multimedia resource of lower correspondence, or recommendation unit 330 can be by money to be recommended
The comparison rearward position of the recommendation list of multimedia resource corresponding under key word is inserted in source.
For example, it is assumed that the resource group belonging to video V1 " Xiaobao diary one " cannot be determined, according to regarding
Frequently the title of V1 extracts " Xiaobao " and " diary " two key words, and key word " Xiaobao " correspond to
Video V9 and video V9 are in the 3rd position of its recommendation list, and key word " diary " correspond to video
V10 and video V10 are in the 4th position of its recommendation list, then recommendation unit 330 can be by video V1
Insert the 6th position of the recommendation list of video V9, video V1 is inserted the recommendation list of video V10
7th position.
The recommendation apparatus of the multimedia resource of the embodiment of the present invention, (newly uploads many for resource to be recommended
Media resource), according to recommendation information (such as, the resource institute to be recommended of the resource group belonging to resource to be recommended
The recommendation list at other multimedia resource place in the resource group belonged to) resource to be recommended is recommended,
I.e. recommend that newly uploads not have user's row according to the multimedia resource with user behavior uploaded
For multimedia resource, thus, it is possible to improve the recommendation results of multimedia resource newly uploaded, can be right
The multimedia resource newly uploaded is recommended fast and effectively, and Consumer's Experience is good.
Embodiment 4
Fig. 4 illustrates the structured flowchart of the recommendation apparatus of the multimedia resource of according to embodiments of the present invention four.This
The recommendation apparatus 400 of the multimedia resource that embodiment provides is for realizing the multimedia resource shown in Fig. 2
Recommendation method.As shown in Figure 4, this recommendation apparatus 400 mainly may include that
Determine unit 410, for the identification information according to resource to be recommended, determine belonging to resource to be recommended
Resource group.Illustrate the description that may refer to cell 310 really in above-described embodiment 3.
Acquiring unit 430, and determines that unit 410 is connected, for determining the money belonging to resource to be recommended
In the case of the group of source, the recommendation information that resource group belonging to acquisition is corresponding.Illustrate may refer to above-mentioned
The description of the acquiring unit 330 in embodiment 3.
Recommendation unit 450, is connected with acquiring unit 430, for the recommendation corresponding according to affiliated resource group
Information, recommends resource to be recommended.
In a kind of possible implementation, it is recommended that unit 450 may include that recommendation subelement 451, uses
In by user the most relevant to other multimedia resource for resource recommendation to be recommended.That is, such as the step in Fig. 1 b
Shown in 4, it is recommended that unit 450 can be directed to user according to crowd, recommends new video.
In a kind of possible implementation, it is recommended that subelement 451 may include that and determines module 4511,
For the user access information according to other multimedia resource, determine the use accessing other multimedia resource
Family；Acquisition module 4513, and determines that module 4511 is connected, and is used for obtaining and accessed other multimedia resource
The recommendation list of user；And add module 4515, it is connected with acquisition module 4513, for waiting to push away
Recommend resource and add the recommendation list of the user accessing other multimedia resource.
More specifically, it is recommended that it is many that subelement 451 can obtain other according to multimedia resource access record
The user access information of media resource, obtains further according to acquired user access information and have accessed other
The user of multimedia resource.Access illustrating of record for multimedia resource and may refer to above-mentioned enforcement
Description in example 1.
For example, it is assumed that video V2 and video V5 is announced multimedia resource and video V1 is
Resource to be recommended, video V2 and video V5 are first resource group and determine video in step s 200
Resource group belonging to V1 is first resource group, accesses record according to multimedia resource and draws, video V2's
User access information is user U1 and user U2, and the user access information of video V5 is user U3, then push away
Recommend the recommendation list that video V1 can be added access customer U1, U2 and U3 by subelement 451.
In a kind of possible implementation, determining that unit 410 cannot determine belonging to resource to be recommended
In the case of resource group, it is recommended that unit 450 can be according to the heading message of resource to be recommended and/or to be recommended
Resource to be recommended is recommended by the label of resource.That is, as shown in the step 5 in Fig. 1 b, it is recommended that unit
The key word of 450 titles that can extract new video, scans for association according to key word to new video and pushes away
Recommend.
Specifically, in the case of determining that unit 410 cannot determine the resource group belonging to resource to be recommended,
First, it is recommended that unit 450 can extract heading message and/or the label of resource to be recommended, then, it is recommended that
Unit 450 can extract the heading message of resource to be recommended and/or the key word of label, then, it is recommended that single
Unit 450 can obtain multimedia resource corresponding under key word, finally, it is recommended that unit 450 can push away waiting
Recommend in the recommendation list that resource inserts multimedia resource corresponding under key word.More specifically, recommendation unit
Key word in 450 recommendation list that resource to be recommended can be inserted multimedia resource corresponding under key word
Position after the position of the multimedia resource of lower correspondence, or recommendation unit 450 can be by money to be recommended
The comparison rearward position of the recommendation list of multimedia resource corresponding under key word is inserted in source.Concrete example
May refer to the example in above-described embodiment 1.
The recommendation apparatus of the multimedia resource of the embodiment of the present invention, (newly uploads many for resource to be recommended
Media resource), according to the recommendation information of the resource group belonging to resource to be recommended (such as, accessed belonging to
The user of other multimedia resource in resource group) resource to be recommended is recommended, i.e. according to uploading
The multimedia money without user behavior recommending newly to upload of the multimedia resource with user behavior
Source, thus, it is possible to improve the recommendation results of the multimedia resource newly uploaded, can be to the many matchmakers newly uploaded
Body resource is recommended fast and effectively, and Consumer's Experience is good.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited to
In this, any those familiar with the art, can be easily in the technical scope that the invention discloses
Expect change or replace, all should contain within protection scope of the present invention.Therefore, the protection of the present invention
Scope should be as the criterion with described scope of the claims.
Claims (14)
1. the recommendation method of a multimedia resource, it is characterised in that including:
According to the identification information of resource to be recommended, determine the resource group belonging to described resource to be recommended；
In the case of determining the resource group belonging to described resource to be recommended, obtain described affiliated resource
The recommendation information that group is corresponding；
According to the recommendation information that the resource group belonging to described is corresponding, described resource to be recommended is recommended.
Recommendation method the most according to claim 1, it is characterised in that described according to belonging to described
The recommendation information that resource group is corresponding, recommends described resource to be recommended, including:
By other multimedia resource place in described for the insertion of described resource to be recommended affiliated resource group
In recommendation list；Or
By described resource recommendation to be recommended to the user relevant to other multimedia resource described.
Recommendation method the most according to claim 2, it is characterised in that described resource to be recommended is inserted
Enter in the recommendation list at other multimedia resource place in described affiliated resource group, including:
Described resource to be recommended is inserted described in the recommendation list at other multimedia resource place described
Before the position of other multimedia resource；Or
Described resource to be recommended is inserted described in the recommendation list at other multimedia resource place described
The position of other multimedia resource, and replace other multimedia resource described.
Recommendation method the most according to claim 3, it is characterised in that described by described money to be recommended
The position of other multimedia resource described in the recommendation list at other multimedia resource place described is inserted in source
Before putting, including:
Described resource to be recommended is inserted first in the recommendation list at other multimedia resource place described
Position,
Wherein, other multimedia resource described in the recommendation list at other multimedia resource place described
Difference between position and described primary importance is not more than first threshold.
Recommendation method the most according to claim 2, it is characterised in that described resource to be recommended is pushed away
Recommend to the user relevant to other multimedia resource described, including:
According to the user access information of other multimedia resource described, determine and accessed other multimedia described
The user of resource；
Obtain the recommendation list of the user accessing other multimedia resource described；
Described resource to be recommended is added the recommendation list of the user accessing other multimedia resource described.
Recommendation method the most according to any one of claim 1 to 5, it is characterised in that cannot
In the case of determining the resource group belonging to described resource to be recommended, believe according to the title of described resource to be recommended
Described resource to be recommended is recommended by the label of breath and/or described resource to be recommended.
Recommendation method the most according to any one of claim 1 to 5, it is characterised in that in advance will
Announced multimedia resource is divided at least one resource group.
8. the recommendation apparatus of a multimedia resource, it is characterised in that including:
Determine unit, for the identification information according to resource to be recommended, determine belonging to described resource to be recommended
Resource group；
With described, acquiring unit, determines that unit is connected, for determining belonging to described resource to be recommended
In the case of resource group, obtain the recommendation information that described affiliated resource group is corresponding；And
Recommendation unit, is connected with described acquiring unit, for according to described affiliated corresponding the pushing away of resource group
Recommend information, described resource to be recommended is recommended.
Recommendation apparatus the most according to claim 8, it is characterised in that described recommendation unit includes:
Intron unit, for by many for other in described for the insertion of described resource to be recommended affiliated resource group
In the recommendation list at media resource place；Or
Recommend subelement, for by the most relevant to other multimedia resource described for described resource recommendation to be recommended
User.
Recommendation apparatus the most according to claim 9, it is characterised in that described intron unit bag
Include:
First inserts module, for described resource to be recommended is inserted other multimedia resource place described
Before the position of other multimedia resource described in recommendation list；Or
Second inserts module, for described resource to be recommended is inserted other multimedia resource place described
The position of other multimedia resource described in recommendation list, and replace other multimedia resource described.
11. recommendation apparatus according to claim 10, it is characterised in that described first inserts module
It is configured to:
Described resource to be recommended is inserted first in the recommendation list at other multimedia resource place described
Position,
Wherein, other multimedia resource described in the recommendation list at other multimedia resource place described
Difference between position and described primary importance is not more than first threshold.
12. recommendation apparatus according to claim 9, it is characterised in that described recommendation subelement bag
Include:
Determine module, for the user access information according to other multimedia resource described, determine and accessed
The user of other multimedia resource described；
With described, acquisition module, determines that module is connected, be used for obtaining and accessed other multimedia resource described
The recommendation list of user；
Add module, be connected with described acquisition module, access institute for described resource to be recommended being added
State the recommendation list of the user of other multimedia resource.
13. according to Claim 8 to the recommendation apparatus according to any one of 12, it is characterised in that in nothing
In the case of method determines the resource group belonging to described resource to be recommended, described recommendation unit according to described in wait to push away
Described resource to be recommended is recommended by the label of the heading message and/or described resource to be recommended of recommending resource.
14. according to Claim 8 to the recommendation apparatus according to any one of 12, it is characterised in that also wrap
Include:
Division unit, is divided at least one resource group in advance by announced multimedia resource.
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| CN201610282696.0A CN105930484A (en) | 2016-04-29 | 2016-04-29 | Multimedia resource recommendation method and apparatus |
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