CN110012320A - Label adaptation method, storage medium, electronic equipment and the system of direct broadcasting room - Google Patents
Label adaptation method, storage medium, electronic equipment and the system of direct broadcasting room Download PDFInfo
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- CN110012320A CN110012320A CN201810009334.3A CN201810009334A CN110012320A CN 110012320 A CN110012320 A CN 110012320A CN 201810009334 A CN201810009334 A CN 201810009334A CN 110012320 A CN110012320 A CN 110012320A
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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]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/251—Learning process for intelligent management, e.g. learning user preferences for recommending movies
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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]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
-
- 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]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
-
- 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
- H04N21/4667—Processing of monitored end-user data, e.g. trend analysis based on the log file of viewer selections
-
- 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]
- H04N21/80—Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
- H04N21/83—Generation or processing of protective or descriptive data associated with content; Content structuring
- H04N21/84—Generation or processing of descriptive data, e.g. content descriptors
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- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Computer Graphics (AREA)
- Computing Systems (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Abstract
The invention discloses label adaptation method, storage medium, electronic equipment and the system of a kind of direct broadcasting room, it is related to the label distribution field between network direct broadcasting.Steps of the method are: the direct broadcasting room ID watched according to every user, arrangement form the direct broadcasting room ID sequence of the user；Direct broadcasting room ID vector is converted by each direct broadcasting room ID in direct broadcasting room ID sequence, forms direct broadcasting room ID vector array；Calculate the direct broadcasting room ID vector for needing to be adapted to, the similarity with each other direct broadcasting rooms ID vector；The direct broadcasting room ID vector for choosing similarity ranking at least preceding 10, as comparison direct broadcasting room ID vector；According to the corresponding partition label of all comparison direct broadcasting room ID, the partition label for needing the direct broadcasting room ID being adapted to is determined.The partition label for needing the direct broadcasting room being adapted to can be arranged in the present invention automatically, and not only working efficiency is very fast, but also the precision for the partition label being arranged is higher, and then the user experience is improved.
Description
Technical field
The present invention relates to the labels between network direct broadcasting to distribute field, and in particular to a kind of label adaptation method of direct broadcasting room,
Storage medium, electronic equipment and system.
Background technique
With the fast development of live streaming industry, more and more users like viewing to be broadcast live.It finds and likes for the ease of user
The live content of love, live streaming platform can manually all direct broadcasting rooms carry out subregion (such as Game Zone, public place of entertainment etc.) and set under
Set partition label.But with the explosive growth of live data, it may appear that the live streaming theme of direct broadcasting room is different from partition label
The case where, such as the live streaming theme of direct broadcasting room is singing, but the partition label of the direct broadcasting room is game；When above situation occurs
When, misleading user, (such as user wants the direct broadcasting room of viewing Game Zone, but enters straight into the direct broadcasting room of non-self selection
The theme of discovery live content is singing when broadcasting), thereby reduce user experience.
Summary of the invention
In view of the deficiencies in the prior art, present invention solves the technical problem that are as follows: how to be arranged automatically and need to be adapted to
Direct broadcasting room partition label, working efficiency of the invention is very fast, and the precision of the partition label of setting is higher, and then improves use
Family experience.
To achieve the above objectives, the label adaptation method of direct broadcasting room provided by the invention, comprising the following steps:
S1: obtaining all direct broadcasting room ID that every user watched within the specified period, watches direct broadcasting room according to user
Timing, all direct broadcasting room ID that every user was watched, arrangement form the direct broadcasting room ID sequence of the user, go to S2；
S2: by all direct broadcasting room ID in each direct broadcasting room ID sequence, it is converted into direct broadcasting room ID vector, by all live streamings
Between ID vector formed direct broadcasting room ID vector array, go to S3；
S3: in direct broadcasting room ID vector array, the direct broadcasting room ID vector for needing to be adapted to is calculated, with each other direct broadcasting rooms ID
The similarity of vector, goes to S4；
S4: in every other direct broadcasting room ID vector, choosing the direct broadcasting room ID vector of similarity ranking at least preceding 10, as
Direct broadcasting room ID vector is compared, S5 is gone to；
S5: according to the corresponding partition label of all comparison direct broadcasting room ID, the subregion mark for needing the direct broadcasting room ID being adapted to is determined
Label.
Based on the above technical solution, what every user of acquisition described in S1 watched within the specified period is all straight
The process for broadcasting an ID includes: to obtain the viewing information for all direct broadcasting rooms that every user watched within the specified period, viewing letter
Breath includes the direct broadcasting room ID of the direct broadcasting room, viewing duration, partition label and starts viewing time；By direct broadcasting room ID be it is empty or
Person watches the viewing information rejecting that duration is less than designated value.
Based on the above technical solution, the direct broadcasting room ID sequence of user described in S1 includes several direct broadcasting room ID numbers
Group, every group of direct broadcasting room ID array include: all direct broadcasting room ID of user viewing in fixed duration, and all direct broadcasting room ID are according to opening
The ascending order of beginning viewing time is arranged.
Based on the above technical solution, the process of S5 comprises determining that described all corresponding points of comparison direct broadcasting room ID
Area's label, the partition label by the most partition label of identical quantity, as the direct broadcasting room ID for needing to be adapted to.
Storage medium provided by the invention is stored with computer program on the storage medium, and the computer program is located
Reason device realizes the label adaptation method of above-mentioned direct broadcasting room when executing.
Electronic equipment provided by the invention, including memory and processor are stored on memory and are run on a processor
Computer program, processor realizes the label adaptation method of above-mentioned direct broadcasting room when executing computer program.
The label adaption system of direct broadcasting room provided by the invention, including the direct broadcasting room ID sequence creation being set in server-side
Module, direct broadcasting room ID vector conversion module, vector similarity computing module, direct broadcasting room ID vector choose module and subregion mark
Sign setup module；
Direct broadcasting room ID sequence creation module is used for: obtaining all direct broadcasting rooms that every user watched within the specified period
ID, the timing of direct broadcasting room, all direct broadcasting room ID that every user was watched are watched according to user, and arrangement forms the straight of the user
An ID sequence is broadcast, sends direct broadcasting room ID vector conversion signal to direct broadcasting room ID vector conversion module；
Direct broadcasting room ID vector conversion module is used for: after receiving direct broadcasting room ID vector conversion signal, by each direct broadcasting room ID sequence
All direct broadcasting room ID in column, are converted into direct broadcasting room ID vector, and all direct broadcasting room ID vectors are formed direct broadcasting room ID vector number
Group sends vector similarity to vector similarity computing module and calculates signal；
Vector similarity computing module is used for: after receiving vector similarity calculating signal, in direct broadcasting room ID vector array,
The direct broadcasting room ID vector for needing to be adapted to is calculated, the similarity with each other direct broadcasting rooms ID vector is chosen to direct broadcasting room ID vector
Module sends direct broadcasting room ID vector and chooses signal；
Direct broadcasting room ID vector is chosen module and is used for: after receiving direct broadcasting room ID vector selection signal, in every other direct broadcasting room
In ID vector, the direct broadcasting room ID vector of similarity ranking at least preceding 10 is chosen, as direct broadcasting room ID vector is compared, to partition label
Setup module sends partition label setting signal；
Partition label setup module is used for: corresponding according to all comparison direct broadcasting room ID after receiving partition label setting signal
Partition label, determine the partition label of direct broadcasting room ID for needing to be adapted to.
Based on the above technical solution, the direct broadcasting room ID sequence creation module obtains every user in the specified period
The process of all direct broadcasting room ID inside watched includes: all direct broadcasting rooms for obtaining every user and watching within the specified period
Viewing information, viewing information include the direct broadcasting room ID of the direct broadcasting room, viewing duration, partition label and start viewing time；It will
Direct broadcasting room ID is empty or viewing duration is less than the viewing information rejecting of designated value.
Based on the above technical solution, the direct broadcasting room ID sequence of the user in the direct broadcasting room ID sequence creation module
Including several direct broadcasting room ID arrays, every group of direct broadcasting room ID array includes: all direct broadcasting room ID of user viewing in fixed duration,
All direct broadcasting room ID are arranged according to the ascending order for starting viewing time.
Based on the above technical solution, the process of the partition label setup module comprises determining that all ratios
Partition label corresponding to direct broadcasting room ID, point by the most partition label of identical quantity, as the direct broadcasting room ID for needing to be adapted to
Area's label.
Compared with the prior art, the advantages of the present invention are as follows:
Referring to S1 to S5 it is found that the present invention can calculate automatically according to the viewing data of all users under live streaming platform
The partition label for needing the direct broadcasting room being adapted to simultaneously is arranged according to similarity for the similarity of each direct broadcasting room.With in the prior art
The partition label of artificial setting direct broadcasting room compare, the working efficiency that the partition label of direct broadcasting room is arranged in the present invention automatically is very fast,
And the precision of the partition label obtained according to direct broadcasting room similarity is higher, meets practical live streaming theme, and then improve user
Experience.
Detailed description of the invention
Fig. 1 is the flow chart of the label adaptation method of the direct broadcasting room in the embodiment of the present invention；
Fig. 2 is the connection block diagram of electronic equipment in the embodiment of the present invention.
Specific embodiment
Invention is further described in detail with reference to the accompanying drawings and embodiments.
Research and development principle and thinking of the invention below are illustrated first:
In natural language text processing, distribution neural network based indicates to be also known as term vector, word insertion, nerve net
Network term vector model is based on distribution hypothesis as other distribution representation methods, core be still context expression and
The modeling of relationship between context and target word.In order to select a kind of model to portray the pass between target word and its context
System, needs to capture the contextual information of target word in term vector.But how in the case where no content of text to straight
Does content between broadcasting carry out distributed expression? and distributed according to direct broadcasting room indicates most similar with its live content to calculate
Room, to correct live content and the inconsistent situation of partition label, this is the most important innovation of the present invention and breakthrough.
Inherently understand, passage is exactly one section of sequence data, and the appearance of some word of this section of text is attached with it
The word closely occurred is closely related.Similarly, after the historical record that user watches direct broadcasting room chronologically arranges, user is currently watched
Direct broadcasting room ID, the direct broadcasting room ID to watched similar in timing is also relevant.The present invention watches direct broadcasting room number in user
On the basis of, distributed expression is carried out to room ID, so that direct broadcasting room has the semanteme of live content, finally according to semanteme
Correct direct broadcasting room partition label.
On this basis, shown in Figure 1, the label adaptation method of the direct broadcasting room in the embodiment of the present invention, including it is following
Step:
S1: obtaining all direct broadcasting room ID that every user watched within the specified period, watches direct broadcasting room according to user
Timing, all direct broadcasting room ID that every user was watched, arrangement form the direct broadcasting room ID sequence of the user, go to S2.
The process for all direct broadcasting room ID that every user watched within the specified period is obtained in S1 are as follows: obtain every user
The viewing information for all direct broadcasting rooms watched within the specified period, viewing information include the direct broadcasting room ID of the direct broadcasting room, viewing
Duration, partition label and beginning viewing time；By direct broadcasting room ID be empty (not watching the user of any direct broadcasting room) or
Person watches the viewing information rejecting that duration is less than designated value (being 5s in the present embodiment).
The direct broadcasting room ID sequence of user described in S1 includes several direct broadcasting room ID arrays, and every group of direct broadcasting room ID array includes:
All direct broadcasting room ID of user viewing in fixed duration, all direct broadcasting room ID are arranged according to viewing time ascending order is started,
I.e. referring initially to direct broadcasting room ID preceding, after the direct broadcasting room ID that sees rear.The sum of corresponding fixed duration of all direct broadcasting room ID arrays is
The specified period；Such as the specified period is 1 month, then the direct broadcasting room ID sequence of user includes 30 groups of direct broadcasting room ID arrays, and every group is straight
(all direct broadcasting rooms watched in i.e. 1 day) 1 day a length of when broadcasting the fixation of an ID array.
Direct broadcasting room ID sequence is divided into the direct broadcasting room viewing that several direct broadcasting room ID arrays distributed can show every user
Data are convenient for subsequent similarity calculation.
S2: word2vec interface is called to turn all direct broadcasting room ID in each direct broadcasting room ID sequence using Spark
Direct broadcasting room ID vector is turned to, all direct broadcasting room ID vectors are formed into direct broadcasting room ID vector array, go to S3.
Word2vec is the Google company a software tool that is used to train term vector open in 2013.It can
According to given corpus, a word is quickly and effectively expressed as by vector form by the training pattern after optimization.
S3: in direct broadcasting room ID vector array, the direct broadcasting room ID vector for needing to be adapted to is calculated using Word Embedding,
With the similarity of each other direct broadcasting rooms ID vector, S4 is gone to.
Word Embedding is intuitively from the understanding in application effect are as follows: provides a document, document is exactly a list
Word sequence such as " AB AC B F G ", it is desirable to which a corresponding vector is obtained (often to different word each in document
Low-dimensional vector) it indicates.For example, perhaps we can finally obtain for a sequence of such " AB AC B F G ": A is corresponding
Vector be [0.1 0.6-0.5], the corresponding vector of B be [- 0.2 0.9 0.7] (numerical value herein is served only for illustrating)；So A
Similarity calculation between B can be expressed as the similarity of vector [0.10.6-0.5] Yu [- 0.2 0.9 0.7]；It is same with this
When, the distributed representation method based on Word Embedding makes that similarity semantically can be calculated between word and word.
S4: in every other direct broadcasting room ID vector, according to the arrangement mode (from big to small) of similarity descending, phase is chosen
It (is the direct broadcasting room ID vector of preceding 20) in the present embodiment, as comparison direct broadcasting room ID vector (similarity like degree ranking at least preceding 10
Higher, direct broadcasting room ID is more similar), go to S5
S5: according to the corresponding partition label of all comparison direct broadcasting room ID, the subregion mark for needing the direct broadcasting room ID being adapted to is determined
Label.
The process of S5 are as follows: the corresponding partition label of all comparison direct broadcasting room ID is determined, by the most subregion mark of identical quantity
Label, the partition label as the direct broadcasting room ID for needing to be adapted to；Such as comparing direct broadcasting room is 10, respectively corresponds 10 subregion marks
Label, wherein having 6 partition labels is all game, then the partition label for the direct broadcasting room ID for needing to be adapted to is game.
Referring to S1 to S5 it is found that the embodiment of the present invention can be according to the viewing data of all users under live streaming platform, automatically
It calculates the similarity of each direct broadcasting room and the partition label for needing the direct broadcasting room being adapted to is set according to similarity.With it is existing
The partition label of artificial setting direct broadcasting room in technology is compared, and the work of the partition label of direct broadcasting room is arranged in the embodiment of the present invention automatically
The precision for the partition label making that efficiency is very fast, and being obtained according to direct broadcasting room similarity is higher, meets practical live streaming theme, in turn
The user experience is improved.
The embodiment of the present invention also provides a kind of storage medium, and computer program, computer program are stored on storage medium
The label adaptation method of above-mentioned direct broadcasting room is realized when being executed by processor.It should be noted that the storage medium include USB flash disk,
Mobile hard disk, ROM (Read-Only Memory, read-only memory), RAM (deposit by Random Access Memory, arbitrary access
Reservoir), the various media that can store program code such as magnetic or disk.
Shown in Figure 2, the embodiment of the present invention also provides a kind of electronic equipment, including memory and processor, memory
On store the computer program run on a processor, processor realizes the label of above-mentioned direct broadcasting room when executing computer program
Adaptation method.
The label adaption system of direct broadcasting room in the embodiment of the present invention includes the direct broadcasting room ID sequence being set in server-side
Creation module, direct broadcasting room ID vector conversion module, vector similarity computing module, direct broadcasting room ID vector choose module, Yi Jifen
Area's label setup module.
Direct broadcasting room ID sequence creation module is used for: obtaining all direct broadcasting rooms that every user watched within the specified period
ID, the timing of direct broadcasting room, all direct broadcasting room ID that every user was watched are watched according to user, and arrangement forms the straight of the user
An ID sequence is broadcast, sends direct broadcasting room ID vector conversion signal to direct broadcasting room ID vector conversion module.
Direct broadcasting room ID sequence creation module obtains the stream for all direct broadcasting room ID that every user watched within the specified period
Journey includes: to obtain the viewing information for all direct broadcasting rooms that every user watched within the specified period, and viewing information includes that this is straight
Direct broadcasting room ID, viewing duration, partition label and beginning viewing time between broadcasting；It is empty or viewing duration by direct broadcasting room ID
Viewing information less than designated value is rejected.
The direct broadcasting room ID sequence of user in direct broadcasting room ID sequence creation module includes several direct broadcasting room ID arrays, and every group straight
All direct broadcasting room ID that an ID array includes: user viewing in fixed duration are broadcast, when all direct broadcasting room ID are according to viewing is started
Between ascending order arranged.
Direct broadcasting room ID vector conversion module is used for: after receiving direct broadcasting room ID vector conversion signal, by each direct broadcasting room ID sequence
All direct broadcasting room ID in column, are converted into direct broadcasting room ID vector, and all direct broadcasting room ID vectors are formed direct broadcasting room ID vector number
Group sends vector similarity to vector similarity computing module and calculates signal.
Vector similarity computing module is used for: after receiving vector similarity calculating signal, in direct broadcasting room ID vector array,
The direct broadcasting room ID vector for needing to be adapted to is calculated, the similarity with each other direct broadcasting rooms ID vector is chosen to direct broadcasting room ID vector
Module sends direct broadcasting room ID vector and chooses signal.
Direct broadcasting room ID vector is chosen module and is used for: after receiving direct broadcasting room ID vector selection signal, in every other direct broadcasting room
In ID vector, the direct broadcasting room ID vector of similarity ranking at least preceding 10 is chosen, as direct broadcasting room ID vector is compared, to partition label
Setup module sends partition label setting signal.
Partition label setup module is used for: corresponding according to all comparison direct broadcasting room ID after receiving partition label setting signal
Partition label, determine the partition label of direct broadcasting room ID for needing to be adapted to, detailed process are as follows: determine all comparison direct broadcasting rooms
The corresponding partition label of ID, the partition label by the most partition label of identical quantity, as the direct broadcasting room ID for needing to be adapted to.
It should be understood that system provided in an embodiment of the present invention is when carrying out intermodule communication, only with above-mentioned each function
The division progress of module can according to need and for example, in practical application by above-mentioned function distribution by different function moulds
Block is completed, i.e., the internal structure of system is divided into different functional modules, to complete all or part of function described above
Energy.
Further, the present invention is not limited to the above-described embodiments, for those skilled in the art,
Without departing from the principles of the invention, several improvements and modifications can also be made, these improvements and modifications are also considered as the present invention
Protection scope within.The content being not described in detail in this specification belongs to existing skill well known to professional and technical personnel in the field
Art.
Claims (10)
1. a kind of label adaptation method of direct broadcasting room, which is characterized in that method includes the following steps:
S1: obtaining all direct broadcasting room ID that every user watched within the specified period, the timing of direct broadcasting room watched according to user,
All direct broadcasting room ID that every user was watched, arrangement form the direct broadcasting room ID sequence of the user, go to S2；
S2: by all direct broadcasting room ID in each direct broadcasting room ID sequence, being converted into direct broadcasting room ID vector, by all direct broadcasting room ID
Vector forms direct broadcasting room ID vector array, goes to S3；
S3: in direct broadcasting room ID vector array, the direct broadcasting room ID vector for needing to be adapted to is calculated, with each other direct broadcasting rooms ID vector
Similarity, go to S4；
S4: in every other direct broadcasting room ID vector, the direct broadcasting room ID vector of similarity ranking at least preceding 10 is chosen, as comparison
Direct broadcasting room ID vector, goes to S5；
S5: according to the corresponding partition label of all comparison direct broadcasting room ID, the partition label for needing the direct broadcasting room ID being adapted to is determined.
2. the label adaptation method of direct broadcasting room as described in claim 1, which is characterized in that obtain every user described in S1 and exist
The process of all direct broadcasting room ID watched in the specified period includes: to obtain every user specifying that watched in the period to own
The viewing information of direct broadcasting room, viewing information include the direct broadcasting room ID of the direct broadcasting room, watch duration, partition label and start to see
See the time；It is viewing information rejecting that is empty or watching duration less than designated value by direct broadcasting room ID.
3. the label adaptation method of direct broadcasting room as claimed in claim 2, which is characterized in that the direct broadcasting room ID of user described in S1
Sequence includes several direct broadcasting room ID arrays, and every group of direct broadcasting room ID array includes: all live streamings of user viewing in fixed duration
Between ID, all direct broadcasting room ID according to start viewing time ascending order arranged.
4. the label adaptation method of direct broadcasting room as described in any one of claims 1 to 3, which is characterized in that the process of S5 includes:
The corresponding partition label of all comparison direct broadcasting room ID is determined, by the most partition label of identical quantity, as needing to be adapted to
Direct broadcasting room ID partition label.
5. a kind of storage medium, computer program is stored on the storage medium, it is characterised in that: the computer program is located
It manages when device executes and realizes the described in any item methods of Claims 1-4.
6. a kind of electronic equipment, including memory and processor, the computer journey run on a processor is stored on memory
Sequence, it is characterised in that: processor realizes the described in any item methods of Claims 1-4 when executing computer program.
7. a kind of label adaption system of direct broadcasting room, it is characterised in that: the system includes the direct broadcasting room ID being set in server-side
Sequence creation module, direct broadcasting room ID vector conversion module, vector similarity computing module, direct broadcasting room ID vector choose module, with
And partition label setup module；
Direct broadcasting room ID sequence creation module is used for: being obtained all direct broadcasting room ID that every user watched within the specified period, is pressed
The timing of direct broadcasting room, all direct broadcasting room ID that every user was watched are watched according to user, arrangement forms the direct broadcasting room of the user
ID sequence sends direct broadcasting room ID vector conversion signal to direct broadcasting room ID vector conversion module；
Direct broadcasting room ID vector conversion module is used for:, will be in each direct broadcasting room ID sequence after receiving direct broadcasting room ID vector conversion signal
All direct broadcasting room ID, be converted into direct broadcasting room ID vector, by all direct broadcasting room ID vectors formed direct broadcasting room ID vector array, to
Vector similarity computing module sends vector similarity and calculates signal；
Vector similarity computing module is used for: after receiving vector similarity calculating signal, in direct broadcasting room ID vector array, being calculated
The direct broadcasting room ID vector for needing to be adapted to, the similarity with each other direct broadcasting rooms ID vector choose module to direct broadcasting room ID vector
It sends direct broadcasting room ID vector and chooses signal；
Direct broadcasting room ID vector choose module be used for: receive direct broadcasting room ID vector choose signal after, every other direct broadcasting room ID to
In amount, the direct broadcasting room ID vector of similarity ranking at least preceding 10 is chosen, as direct broadcasting room ID vector is compared, is arranged to partition label
Module sends partition label setting signal；
Partition label setup module is used for: after receiving partition label setting signal, according to all corresponding points of comparison direct broadcasting room ID
Area's label determines the partition label for needing the direct broadcasting room ID being adapted to.
8. the label adaption system of direct broadcasting room as claimed in claim 7, it is characterised in that: the direct broadcasting room ID sequence creates mould
The process that block obtains all direct broadcasting room ID that every user watched within the specified period includes: to obtain every user in specified week
The viewing information for all direct broadcasting rooms watched in phase, viewing information include the direct broadcasting room ID of the direct broadcasting room, viewing duration, subregion
Label and beginning viewing time；It is viewing information rejecting that is empty or watching duration less than designated value by direct broadcasting room ID.
9. the label adaption system of direct broadcasting room as claimed in claim 8, it is characterised in that: the direct broadcasting room ID sequence creates mould
The direct broadcasting room ID sequence of user in block includes several direct broadcasting room ID arrays, and every group of direct broadcasting room ID array includes: in fixed duration
All direct broadcasting room ID of user viewing, all direct broadcasting room ID are arranged according to the ascending order for starting viewing time.
10. such as the label adaption system of the described in any item direct broadcasting rooms of claim 7 to 9, it is characterised in that: the partition label
The process of setup module comprises determining that the corresponding partition label of all comparison direct broadcasting room ID, by most points of identical quantity
Area's label, the partition label as the direct broadcasting room ID for needing to be adapted to.
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| CN201810009334.3A CN110012320B (en) | 2018-01-05 | 2018-01-05 | Live broadcast room label adaptation method, storage medium, electronic device and system |
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| CN201810009334.3A CN110012320B (en) | 2018-01-05 | 2018-01-05 | Live broadcast room label adaptation method, storage medium, electronic device and system |
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| CN110012320B CN110012320B (en) | 2021-02-02 |
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