CN105025369A - Method and device for determining recommended resources in channel combination - Google Patents
Method and device for determining recommended resources in channel combination Download PDFInfo
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- CN105025369A CN105025369A CN201510377452.6A CN201510377452A CN105025369A CN 105025369 A CN105025369 A CN 105025369A CN 201510377452 A CN201510377452 A CN 201510377452A CN 105025369 A CN105025369 A CN 105025369A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/4508—Management of client data or end-user data
- H04N21/4532—Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, preferences
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/458—Scheduling content for creating a personalised stream, e.g. by combining a locally stored advertisement with an incoming stream; Updating operations, e.g. for OS modules ; time-related management operations
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
- H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies
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- Databases & Information Systems (AREA)
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- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a method and device for determining recommended resources in a channel combination. The method comprises that according to the total amount of the recommended resources and information of the channel combination, the amount of resources to the recommended in each channel of the channel combination is determined; for each channel in the channel combination, the final amount of the recommended resources of the channel is determined according to the amount of resources to the recommended of the channel as well as the amount of recommended resources, which satisfy set conditions, of the channel; and the resources of the corresponding amount of each channel are recommended. According to the total amount of the resources to be recommended and information of the channel combination, the amount of the resources to be recommended in each channel of the channel combination is determined, and thus, it is ensured that resources of each channel are recommended, and competition among channels is avoided; and when the resources are recommended, both the amount of the resources to be recommended of the channel and the amount of recommended resources, which satisfy set conditions, of the channel are taken into consideration, so that the resources are recommended within the resource range provided by the channel, and the resource recommendation accuracy is ensured.
Description
Technical field
The present invention relates to the technical field of internet, applications, particularly relate to a kind of method and the device of determining to recommend in combiner channel resource.
Background technology
In website generally can according to the content of resource by resource division in different channels, such as video website, will be divided into the different channel such as film, TV play, animation, amusement and documentary film according to the content of video by all video resources.When needs obtain corresponding multichannel recommendation resource, the resource of corresponding combiner channel is recommended according to resource recommendation request in website.Such as, the resource recommendation request that video website obtains is the resource recommendation request of resource recommending animation, amusement and documentary film channel, and the total quantity of the recommendation resource needed is M, and the combination of the video resource of these three channels according to this resource recommendation request, can be recommended in website.
In prior art, website, when recommending resource, usually according to proposed algorithm, is recommended according to recommending the score of resource.But the proposed algorithm that channels different in prior art is corresponding different, therefore between each channel, the mark of resource does not possess comparativity.But when resource recommendation is carried out in website, be the score adopting the proposed algorithm that its place channel is corresponding for each resource, all recommendation resources are sorted, to the resource that user's recommendation scores is higher.Also be described with above-mentioned example, website adopts the proposed algorithm 1 that animation channel is corresponding respectively, calculate the score of each animation resource, adopt the proposed algorithm 2 that entertainment channel is corresponding, calculate the score of each entertainment resource, utilize the proposed algorithm 3 that documentary film channel is corresponding, calculate the score of each documentary film resource, each resource in three channels sorted according to the score calculated, the result according to sequence recommends respective resources.Now, if when the score of each resource of animation channel is greater than the score of each resource of documentary film channel and entertainment channel, recommendation of websites will only have animation resource.Therefore this recommend method will cause the competition between channel, causes the recommendation resource determined inaccurate, can not meet the demand of resource recommendation, cannot recommend the resource of each channel accurately.
Summary of the invention
The embodiment of the invention discloses a kind of method and the device of determining to recommend in combiner channel resource, in order to solve the competition between channel, reach the object of the resource that combiner channel is accurately provided.
For achieving the above object, the embodiment of the invention discloses a kind of method of determining to recommend in combiner channel resource, comprising the following steps:
According to the resource recommendation request obtained, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels;
According to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel;
For each channel in combiner channel, meet the quantity of the recommendation resource imposed a condition according to the resource quantity to be recommended of this channel and this channel, determine the final recommendation resource quantity of this channel;
According to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.
Further, describedly determine that the final recommendation resource quantity of this channel comprises:
For each channel, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel;
If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity,
Otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
Further, describedly determine that the final recommendation resource quantity of this channel comprises:
Judge currently whether also there is the channel not determining finally to recommend resource quantity;
If so, judge whether current iterations reaches the maximum iteration time of setting;
If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity;
If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel; If so, do not determine the resource quantity to be recommended of finally recommending the channel of resource quantity by each, be defined as the final recommendation resource quantity of this channel; If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, do not determine finally to recommend the channel of resource quantity to meet the quantity of pre-conditioned recommendation resource by each, be defined as the final recommendation resource quantity of this channel; If not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
Further, described employing polishing mode, determine eachly not determine that the final recommendation resource quantity of finally recommending the channel of resource quantity comprises:
Identify that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the determining step not determining finally to recommend the channel of resource quantity whether to exist.
Further, describedly determine that in combiner channel, the resource quantity to be recommended of each channel comprises:
According to the total quantity of the channel quantity comprised in combiner channel and resource to be recommended, determine the resource quantity to be recommended of each channel in combiner channel.
Further, in each channel of described recommendation, the resource of respective numbers comprises:
For channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculates the scoring of each resource in this channel, and the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
Further, the described quantity meeting the recommendation resource imposed a condition comprises: the proposed algorithm corresponding according to each channel, the mark determined is higher than the quantity of the recommendation resource of setting threshold.
Further, when carrying the information of resource of the current use of user in described resource recommendation request, the described quantity meeting the recommendation resource imposed a condition comprises: the quantity of the resource be associated with the resource of described current use.
Further, the described resource recommendation request according to obtaining, determine that the total quantity of resource to be recommended and the information of combiner channel comprise:
Receive the resource recommendation request that user sends, according to the behavior of this user, determine the information of the combiner channel recommended to this user, and according to the size in current presentation region, determine the total quantity of resource to be recommended; Or
Read configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
Embodiments provide a kind of device determining to recommend in combiner channel resource, described device comprises:
Obtain determination module, for the resource recommendation request according to acquisition, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels;
First determination module, for according to the total quantity of resource to be recommended and the information of combiner channel, determines the resource quantity to be recommended of each channel in combiner channel;
Second determination module, for for each channel in combiner channel, meets the quantity of the recommendation resource imposed a condition, determines the final recommendation resource quantity of this channel according to the resource quantity to be recommended of this channel and this channel;
Recommending module, for the final recommendation resource quantity according to channel each in combiner channel, recommends the resource of respective numbers in each channel.
Further, described second determination module, specifically for for each channel, judges whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
Further, whether described second determination module, currently also exist the channel not determining finally to recommend resource quantity specifically for judging; If so, judge whether current iterations reaches the maximum iteration time of setting; If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity; If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel; If so, by the resource quantity to be recommended of each channel, the final recommendation resource quantity of this channel is defined as; If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, each channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; If not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
Further, described second determination module, specifically for identifying that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the above-mentioned determining step not determining finally to recommend the channel of resource quantity whether to exist.
Further, it is characterized in that, described first determination module, comprise the total quantity according to the channel quantity comprised in combiner channel and resource to be recommended, determine the resource quantity to be recommended of each channel in combiner channel.
Further, described recommending module, specifically for for channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculates the scoring of each resource in this channel, and the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
Further, described acquisition determination module, specifically for receiving the resource recommendation request that user sends, according to the behavior of this user, determine the information of the combiner channel recommended to this user, and according to the size in current presentation region, determine the total quantity of resource to be recommended; Or, read configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
Embodiments provide a kind of method and the device of determining to recommend in combiner channel resource, the method is when recommending the resource in combiner channel, according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, for each channel in combiner channel, the quantity of the recommendation resource imposed a condition is met according to the resource quantity to be recommended of this channel and this channel, determine the final recommendation resource quantity of this channel, according to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.Due in the present invention according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, therefore the resource of recommending each channel can be ensured, avoid the competition between channel, in addition, when recommending resource, consider the quantity that the resource quantity to be recommended of this channel and this channel meet the recommendation resource imposed a condition, recommend resource in the scope of resource that therefore can be able to provide at this channel, ensure that the accuracy of the resource of recommendation.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
A kind of method of determining to recommend in combiner channel resource that Fig. 1 provides for the embodiment of the present invention;
A kind of process of determining to recommend in combiner channel resource that Fig. 2 provides for the embodiment of the present invention;
The final recommendation resource quantity determination schematic diagram that Fig. 3 A provides for the embodiment of the present invention;
A kind of apparatus structure schematic diagram determining to recommend in combiner channel resource that Fig. 3 B provides for the embodiment of the present invention.
Embodiment
In order to solve the competition between channel, ensureing the accuracy of the resource of recommending, embodiments providing a kind of method and the device of determining to recommend in combiner channel resource.
Below in conjunction with the accompanying drawing in the embodiment of the present invention, be clearly and completely described the technical scheme in the embodiment of the present invention, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
A kind of method of determining to recommend in combiner channel resource that the embodiment of the present invention provides, be applied in the server of website, the local content according to often kind of resource of server, by resource division to different channels, such as video resource, according to the content of video, video resource can be divided into the different channel such as entertainment channel, movie channel, series channel, animation channel and documentary film channel, for audio resource, according to the content of audio frequency, audio frequency can be divided into the channel that classic channel, popular channel, jazz's channel etc. are different.It should be noted that resource has been carried out the division of channel according to content by servers different in prior art, concrete channel division method belongs to prior art, and the partition process of the embodiment of the present invention to this channel does not repeat.
A kind of method of determining to recommend in combiner channel resource that Fig. 1 provides for the embodiment of the present invention, the method comprises the following steps:
S101: according to the resource recommendation request obtained, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels.
Concrete, this combiner channel is the combination of resource place to be recommended channel, comprises at least two channels, and the information of this combiner channel comprises the identification information of each channel in combiner channel, can be such as the title of channel or the sequence number etc. of channel, the identification information of each channel be unique.Such as video resource, need server to recommend the resource of shadow channel, series channel, entertainment channel, then the information of this combiner channel carried in this resource recommendation request can be the title of movie channel, series channel, entertainment channel or sequence number etc.
This resource recommendation request obtained in embodiments of the present invention can be that user sends to Website server, also can be that Website server reads configuration file, the resource recommendation request of preserving in the configuration file of acquisition.When user needs Website server to recommend resource, receive the resource recommendation request that user sends, according to the behavior of this user, determine the information of the combiner channel recommended to this user, and according to the size in current presentation region, determine the total quantity of resource to be recommended; When Website server reads resource allocation request from configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
S102: according to the total quantity of resource to be recommended and the information of combiner channel, determines the resource quantity to be recommended of each channel in combiner channel.
Concrete, determine the resource quantity to be recommended of each channel in combiner channel, the result can be divided by according to the quantity of the total quantity of resource to be recommended and combiner channel, determines the resource quantity to be recommended of each channel in combiner channel.If the result of being divided by is not integer, round under this result can being carried out and on round, in combiner channel, the resource quantity to be recommended of partial channel is defined as the numerical value after this result rounds, numerical value after rounding under part is defined as this result, makes the resource quantity sum to be recommended of each channel in combiner channel be the total quantity of resource to be recommended.
The total quantity of such as resource to be recommended is 21, comprises 3 channels in combiner channel altogether, then can determine that the resource quantity to be recommended of each channel is 7; If the total quantity of resource to be recommended is 20,3 channels are comprised altogether in combiner channel, the result non-integer that the total quantity of resource to be recommended and the quantity of combiner channel are divided by, this result rounds down the numerical value after rounding and be respectively 7 and 6, then can determine that the resource quantity to be recommended of three channels is respectively 7,7,6 or 6,7,7 or 7,6,7.
S103: for each channel in combiner channel, meets the quantity of the recommendation resource imposed a condition, determines the final recommendation resource quantity of this channel according to the resource quantity to be recommended of this channel and this channel.
When determining the final recommendation resource quantity of each channel, because each channel determines resource quantity to be recommended, can directly using the final recommendation resource quantity of the resource quantity to be recommended of this channel as this channel, also this channel can be met the quantity of the recommendation resource imposed a condition, be defined as the final recommendation resource quantity of this channel.Further, in order to the recommendation resource quantity that can be able to provide according to each channel, determine finally to determine to recommend resource quantity, the quantitative relation that can meet according to each channel resource quantity to be recommended and this channel the recommendation resource imposed a condition is determined.Determine that the final recommendation resource quantity of this channel comprises in embodiments of the present invention: judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
This quantity meeting the recommendation resource imposed a condition comprises in embodiments of the present invention: the proposed algorithm corresponding according to each channel, the mark determined is higher than the quantity of the recommendation resource of setting threshold.Or when carrying the information of resource of the current use of user in this resource recommendation request, the described quantity meeting the recommendation resource imposed a condition comprises: the quantity of the resource be associated with the resource of described current use.Wherein, when determining whether to be associated between resource, can according to the text similarity between resource name, also can according to the relation between the personage comprised in resource, the time etc. that also can occur according to resource.
S104: according to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.
Concrete, recommend the resource of respective numbers in each channel to comprise: for channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculates the scoring of each resource in this channel, and the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
Due in the present invention according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, therefore the resource of recommending each channel can be ensured, avoid the competition between channel, in addition, when recommending resource, consider the quantity that the resource quantity to be recommended of this channel and this channel meet the recommendation resource imposed a condition, recommend resource in the scope of resource that therefore can be able to provide at this channel, ensure that the accuracy of the resource of recommendation.
When after the resource recommendation request receiving user's transmission in the embodiment of the present invention, in the behavior according to user, when determining the information of the combiner channel recommended to this user, concrete can according to one or more in the viewing behavior of user in setting-up time length, navigation patterns, click behavior, search behavior etc., determine the hobby of user, thus determine the information of the combiner channel recommended to this user.Such as recommend for current video resource, the hobby of user can be determined according to the viewing behavior of user, if in the time span of setting, user have viewed TV play M time, film N time, animation L time, then can determine that combiner channel comprises series channel, movie channel and animation channel.The concrete behavior according to user, determines that the method for the information of combiner channel belongs to prior art, believes that those skilled in the art according to the description of the embodiment of the present invention, can determine corresponding implementation.
When the behavior according to user, determine the information of combiner channel, and according to the size in current presentation region, after determining the total quantity of resource to be recommended, when determining the resource quantity to be recommended of each channel, according to the behavior of user, the quantity of the resource to be recommended of each channel can also be determined.Also be described with above-mentioned example, if the total quantity of the resource to be recommended determined is A, then the resource quantity to be recommended of series channel is (M*A)/(M+N+L), the resource quantity to be recommended of movie channel is (N*A)/(M+N+L), and the resource quantity to be recommended of animation channel is (L*A)/(M+N+L).If acquired results non-integer, round or upper floor operation under result can being carried out, using the to be recommended resource quantity of the numerical value after really whole as each channel, and ensure that the total quantity of resource to be recommended is A.
When after the resource quantity to be recommended determining each channel in combiner channel, if directly using the final recommendation resource quantity of this resource quantity to be recommended as this channel, when the final recommendation resource quantity of the quantity that this channel meets the recommendation resource imposed a condition comparatively this channel is few, actual in carrying out resource recommendation, the recommendation resource for this recommendation of the channels is that this meets the quantity of the recommendation resource imposed a condition.If this channel is met the final recommendation resource quantity that the recommendation resource quantity imposed a condition is defined as this channel for each channel, if directly meet all for this channel the recommendation resource quantity imposed a condition when actual recommendation, the quantity that other channels finally recommend resource will be affected.
Therefore in embodiments of the present invention, in order to determine the final recommendation resource quantity of each channel accurately, determine that the final recommendation resource quantity of this channel comprises:
For each channel, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel;
If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity,
Otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
By above-mentioned execution mode, in the scope that can allow at each channel, provide to user and recommend resource accordingly.
The quantity of the recommendation resource imposed a condition is met in embodiments of the present invention according to the resource quantity to be recommended of this channel and this channel, when determining the final recommendation resource quantity of this channel, can also for each quantity meeting the recommendation resource imposed a condition according to resource quantity to be recommended and this channel, adopt the mode of polishing, determine the final recommendation resource quantity of this channel.The method specifically comprises:
Judge currently whether also there is the channel not determining finally to recommend resource quantity;
If so, judge whether current iterations reaches the maximum iteration time of setting;
If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity;
If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel;
If so, do not determine the resource quantity to be recommended of finally recommending the channel of resource quantity by each, be defined as the final recommendation resource quantity of this channel;
If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, do not determine finally to recommend the channel of resource quantity to meet the quantity of pre-conditioned recommendation resource by each, be defined as the final recommendation resource quantity of this channel; If not, if not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
Concrete, adopt polishing mode, determine eachly not determine that the final recommendation resource quantity of finally recommending the channel of resource quantity comprises:
Identify that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the above-mentioned determining step not determining finally to recommend the channel of resource quantity whether to exist.
When adopting the mode of polishing to determine the final recommendation resource quantity of each channel, the total quantity of the resource provided to user can be provided, and in the scope of this total quantity, according to the resource providing capability of each channel, corresponding resource is provided to user, thus the competition effectively solved between channel, be reached for the object that user provides accurate resource.
A kind of process of determining to recommend in combiner channel resource that Fig. 2 provides for the embodiment of the present invention, this process comprises the following steps:
S201: according to the resource recommendation request obtained, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels.
S202: according to the total quantity of resource to be recommended and the information of combiner channel, determines the resource quantity to be recommended of each channel in combiner channel.
S203: judging currently whether also there is the channel not determining finally to recommend resource quantity, when judged result is for being, carrying out S204, otherwise the final deterministic process of resource quantity of recommending terminates to carry out S213.
S204: judging whether current iterations reaches the maximum iteration time of setting, when judged result is for being, carrying out S205, otherwise, carry out S208.
S205: do not determine the channel finally recommending resource for each, judges whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel, when judged result is for being, carries out S206, otherwise, carry out S207.
S206: the resource quantity to be recommended of this channel is defined as finally recommending resource quantity.
S207: by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
S208: judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel, when judged result is for being, carries out S209, otherwise, carry out S210.
S209: by the resource quantity to be recommended of each channel, is defined as the final recommendation resource quantity of this channel.
S210: judge whether quantity that each channel meets the recommendation resource imposed a condition is less than the resource quantity to be recommended of this channel, when judged result is for being, carries out S211, otherwise, carry out S212.
S211: the quantity each channel being met pre-conditioned recommendation resource, is defined as the final recommendation resource quantity of this channel.
S212: identify that resource quantity to be recommended is greater than each channel of the quantity meeting the recommendation resource imposed a condition, for each channel, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to the resource quantity to be recommended of this each channel and the difference of quantity meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, carries out S204 afterwards.
S213: according to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.
Below with a specific embodiment, above-mentioned implementation process of the present invention is described.
Server reads configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel, the total quantity of the resource to be recommended determined is 20, and combiner channel is respectively channel 1, channel 2 and channel 3.Maximum iteration time is 2.Preferably, maximum iteration time is not more than the quantity of the channel comprised in combiner channel.
After server obtains this resource recommendation request, according to the total quantity 20 of resource to be recommended and the information of combiner channel, determine the resource quantity difference 7,7,6 to be recommended of combiner channel mid band 1, channel 2 and channel 3.Fig. 3 A is the final recommendation resource quantity determination schematic diagram that this execution mode is corresponding.Because maximum iteration time is 2, the final recommendation resource quantity of current 3 channels is not all also determined.
Therefore for each channel in combiner channel, judge whether quantity that each channel meets the recommendation resource imposed a condition is less than the resource quantity to be recommended of this channel.If the quantity now meeting the recommendation resource imposed a condition in channel 2 is 5, the quantity that other channels meet the recommendation resource imposed a condition all is greater than resource quantity to be recommended corresponding to this channel, then can determine that the final recommendation resource quantity of channel 2 is 5.Now, the resource quantity to be recommended of channel 2 and finally recommend the difference between resource quantity 5 to be 2, then after adjustment, the resource quantity to be recommended of channel 1 and channel 3 is respectively 8 and 7.Adjust the resource quantity to be recommended of not determining finally to recommend the channel of resource in embodiments of the present invention, namely according in current iteration process, determine the disappearance number of the channel finally recommending resource quantity, this disappearance number has been divided equally and does not eachly determine finally to recommend in the channel of resource quantity.Wherein this disappearance number is the difference that resource quantity to be recommended comparatively meets the quantity of pre-conditioned recommendation resource, and in current iteration, this disappearance number and remaining number are 2.
Current channel 1 and channel 3 are not also determined finally to recommend resource quantity, and current iterations is 1, does not reach maximum iteration time, and the channel 1 after adjustment and the resource quantity to be recommended of channel 3 are respectively 8 and 7.Respectively for channel 1 and channel 3, judge whether quantity that each channel meets the recommendation resource imposed a condition is less than the resource quantity to be recommended of this channel.If the quantity now meeting the recommendation resource imposed a condition in channel 1 is 7, the quantity that channel 3 meets the recommendation resource imposed a condition is greater than resource quantity to be recommended corresponding to this channel, then can determine that the final recommendation resource quantity of channel 1 is 7.Now, the resource quantity to be recommended 8 of channel 1 and finally recommend the difference between resource quantity 7 to be 1, then after adjustment, the resource quantity to be recommended of channel 3 is 8.
Through above-mentioned iteration, iterations is updated to 2, current channel 3 is not also determined finally to recommend resource quantity, and current iterations is 2, but reaches maximum iteration time, and the resource quantity to be recommended of the channel 3 after adjustment is 8.For channel 3, judge that the quantity of the satisfied recommendation resource imposed a condition of channel 3 is less than the resource quantity to be recommended of this channel.If the quantity now meeting the recommendation resource imposed a condition in channel 3 is 7, then can determine that the final recommendation resource quantity of channel 3 is 7; If whether the quantity that now channel 3 meets the recommendation resource imposed a condition is not less than the resource quantity to be recommended of this channel, then can determine that the final recommendation resource quantity of channel 3 is 8.
Now each channel determines and finally recommends resource quantity, according to the final recommendation resource quantity of each channel determined, can determine the resource of this channel recommended.
Due in the present invention according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, therefore the resource of recommending each channel can be ensured, avoid the competition between channel, in addition, when recommending resource, consider the quantity that the resource quantity to be recommended of this channel and this channel meet the recommendation resource imposed a condition, recommend resource in the scope of resource that therefore can be able to provide at this channel, ensure that the accuracy of the resource of recommendation.
A kind of apparatus structure schematic diagram determining to recommend in combiner channel resource that Fig. 3 B provides for the embodiment of the present invention, described device comprises:
Obtain determination module 31, for the resource recommendation request according to acquisition, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels;
First determination module 32, for according to the total quantity of resource to be recommended and the information of combiner channel, determines the resource quantity to be recommended of each channel in combiner channel;
Second determination module 33, for for each channel in combiner channel, meets the quantity of the recommendation resource imposed a condition, determines the final recommendation resource quantity of this channel according to the resource quantity to be recommended of this channel and this channel;
Recommending module 34, for the final recommendation resource quantity according to channel each in combiner channel, recommends the resource of respective numbers in each channel.
Described second determination module 33, specifically for for each channel, judges whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
Whether described second determination module 33, currently also exist the channel not determining finally to recommend resource quantity specifically for judging; If so, judge whether current iterations reaches the maximum iteration time of setting; If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity; If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel; If so, by the resource quantity to be recommended of each channel, the final recommendation resource quantity of this channel is defined as; If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, each channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; If not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
Described second determination module 33, specifically for identifying that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the above-mentioned determining step not determining finally to recommend the channel of resource quantity whether to exist.
Described first determination module 32, comprises the total quantity according to the channel quantity comprised in combiner channel and resource to be recommended, determines the resource quantity to be recommended of each channel in combiner channel.
Described recommending module 34, specifically for for channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculates the scoring of each resource in this channel, and the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
Described acquisition determination module 31, specifically for receiving the resource recommendation request that user sends, according to the behavior of this user, determines the information of the combiner channel recommended to this user, and according to the size in current presentation region, determines the total quantity of resource to be recommended; Or, read configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
Embodiments provide a kind of method and the device of determining to recommend in combiner channel resource, the method is when recommending the resource in combiner channel, according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, for each channel in combiner channel, the quantity of the recommendation resource imposed a condition is met according to the resource quantity to be recommended of this channel and this channel, determine the final recommendation resource quantity of this channel, according to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.Due in the present invention according to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel, therefore the resource of recommending each channel can be ensured, avoid the competition between channel, in addition, when recommending resource, consider the quantity that the resource quantity to be recommended of this channel and this channel meet the recommendation resource imposed a condition, recommend resource in the scope of resource that therefore can be able to provide at this channel, ensure that the accuracy of the resource of recommendation.
It should be noted that, in this article, the such as relational terms of first and second grades and so on is only used for an entity or operation to separate with another entity or operating space, and not necessarily requires or imply the relation that there is any this reality between these entities or operation or sequentially.And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thus make to comprise the process of a series of key element, method, article or equipment and not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise by the intrinsic key element of this process, method, article or equipment.When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment comprising described key element and also there is other identical element.
Each embodiment in this specification all adopts relevant mode to describe, between each embodiment identical similar part mutually see, what each embodiment stressed is the difference with other embodiments.Especially, for system embodiment, because it is substantially similar to embodiment of the method, so description is fairly simple, relevant part illustrates see the part of embodiment of the method.
The foregoing is only preferred embodiment of the present invention, be not intended to limit protection scope of the present invention.All any amendments done within the spirit and principles in the present invention, equivalent replacement, improvement etc., be all included in protection scope of the present invention.
Claims (16)
1. determine a method of recommending resource in combiner channel, it is characterized in that, comprise the following steps:
According to the resource recommendation request obtained, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels;
According to the total quantity of resource to be recommended and the information of combiner channel, determine the resource quantity to be recommended of each channel in combiner channel;
For each channel in combiner channel, meet the quantity of the recommendation resource imposed a condition according to the resource quantity to be recommended of this channel and this channel, determine the final recommendation resource quantity of this channel;
According to the final recommendation resource quantity of channel each in combiner channel, recommend the resource of respective numbers in each channel.
2. method according to claim 1, is characterized in that, describedly determines that the final recommendation resource quantity of this channel comprises:
For each channel, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel;
If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity,
Otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
3. method according to claim 1, is characterized in that, describedly determines that the final recommendation resource quantity of this channel comprises:
Judge currently whether also there is the channel not determining finally to recommend resource quantity;
If so, judge whether current iterations reaches the maximum iteration time of setting;
If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity;
If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel; If so, do not determine the resource quantity to be recommended of finally recommending the channel of resource quantity by each, be defined as the final recommendation resource quantity of this channel; If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, do not determine finally to recommend the channel of resource quantity to meet the quantity of pre-conditioned recommendation resource by each, be defined as the final recommendation resource quantity of this channel; If not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
4. method as claimed in claim 3, is characterized in that, described employing polishing mode, determines eachly not determine that the final recommendation resource quantity of finally recommending the channel of resource quantity comprises:
Identify that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the determining step not determining finally to recommend the channel of resource quantity whether to exist.
5. the method according to any one of claim 1-4, is characterized in that, describedly determines that in combiner channel, the resource quantity to be recommended of each channel comprises:
According to the total quantity of the channel quantity comprised in combiner channel and resource to be recommended, determine the resource quantity to be recommended of each channel in combiner channel.
6. the method according to any one of claim 1-4, is characterized in that, in each channel of described recommendation, the resource of respective numbers comprises:
For channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculates the scoring of each resource in this channel, and the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
7. the method as described in any one of claim 1-4, is characterized in that, the described quantity meeting the recommendation resource imposed a condition comprises: the proposed algorithm corresponding according to each channel, the mark determined is higher than the quantity of the recommendation resource of setting threshold.
8. the method as described in any one of claim 1-4, it is characterized in that, when carrying the information of resource of the current use of user in described resource recommendation request, the described quantity meeting the recommendation resource imposed a condition comprises: the quantity of the resource be associated with the resource of described current use.
9. the method for claim 1, is characterized in that, the described resource recommendation request according to obtaining, and determines that the total quantity of resource to be recommended and the information of combiner channel comprise:
Receive the resource recommendation request that user sends, according to the behavior of this user, determine the information of the combiner channel recommended to this user, and according to the size in current presentation region, determine the total quantity of resource to be recommended; Or
Read configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
10. determine the device recommending resource in combiner channel, it is characterized in that, described device comprises:
Obtain determination module, for the resource recommendation request according to acquisition, determine the total quantity of resource to be recommended and the information of combiner channel, described combiner channel is the combination of this resource place to be recommended channel, comprises at least two channels;
First determination module, for according to the total quantity of resource to be recommended and the information of combiner channel, determines the resource quantity to be recommended of each channel in combiner channel;
Second determination module, for for each channel in combiner channel, meets the quantity of the recommendation resource imposed a condition, determines the final recommendation resource quantity of this channel according to the resource quantity to be recommended of this channel and this channel;
Recommending module, for the final recommendation resource quantity according to channel each in combiner channel, recommends the resource of respective numbers in each channel.
11. devices as claimed in claim 10, is characterized in that, described second determination module, specifically for for each channel, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity.
12. devices as claimed in claim 10, is characterized in that, described second determination module, currently whether also there is the channel not determining finally to recommend resource quantity specifically for judging; If so, judge whether current iterations reaches the maximum iteration time of setting; If so, do not determine for each the channel finally recommending resource quantity, judge whether the quantity of the satisfied recommendation resource imposed a condition of this channel is greater than the resource quantity to be recommended of this channel; If so, the resource quantity to be recommended of this channel is defined as finally recommending resource quantity, otherwise, by the quantity of the satisfied recommendation resource imposed a condition of this channel, be defined as finally recommending resource quantity; If not, judge whether whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is greater than the resource quantity to be recommended of this channel; If so, by the resource quantity to be recommended of each channel, the final recommendation resource quantity of this channel is defined as; If not, judge whether the quantity of each recommendation resource do not determined finally to recommend the channel of resource quantity to meet and impose a condition is less than the resource quantity to be recommended of this channel; If so, each channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; If not, adopt polishing mode, determine each final recommendation resource quantity of not determining finally to recommend the channel of resource quantity.
13. devices as claimed in claim 12, it is characterized in that, described second determination module, specifically for identifying that resource quantity to be recommended is greater than each channel not determining finally to recommend resource quantity of the quantity meeting the recommendation resource imposed a condition, the channel finally recommending resource quantity is not determined for each, this channel is met the quantity of pre-conditioned recommendation resource, be defined as the final recommendation resource quantity of this channel; And according to this each difference not determining the quantity of finally recommending the resource quantity to be recommended of the channel of resource quantity and meeting pre-conditioned recommendation resource, do not determine the quantity of the channel finally recommending resource quantity, the resource quantity to be recommended of each channel finally recommending resource quantity is not determined in adjustment, iterations is added 1, and repeats the above-mentioned determining step not determining finally to recommend the channel of resource quantity whether to exist.
14. devices as described in any one of claim 10-13, is characterized in that, described first determination module, comprise the total quantity according to the channel quantity comprised in combiner channel and resource to be recommended, determine the resource quantity to be recommended of each channel in combiner channel.
15. devices as described in any one of claim 10-13, it is characterized in that, described recommending module, specifically for for channel each in combiner channel, the proposed algorithm corresponding according to this channel, calculate the scoring of each resource in this channel, the proposed algorithm that wherein each channel is corresponding is identical or different;
For channel each in combiner channel, according to the scoring of resource each in this channel and the final recommendation resource quantity of this channel, determine each final recommendation resource of this channel, recommend the described each final recommendation resource determined.
16. devices as claimed in claim 10, it is characterized in that, described acquisition determination module, specifically for receiving the resource recommendation request that user sends, according to the behavior of this user, determine the information of the combiner channel recommended to this user, and according to the size in current presentation region, determine the total quantity of resource to be recommended; Or, read configuration file, obtain the resource recommendation request of preserving in configuration file, and the total quantity of the resource to be recommended of preserving in this configuration file, and the information of combiner channel.
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