CN108235068A - TV column plays statistical method and device - Google Patents
TV column plays statistical method and device Download PDFInfo
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- CN108235068A CN108235068A CN201611200713.8A CN201611200713A CN108235068A CN 108235068 A CN108235068 A CN 108235068A CN 201611200713 A CN201611200713 A CN 201611200713A CN 108235068 A CN108235068 A CN 108235068A
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Classifications
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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]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44204—Monitoring of content usage, e.g. the number of times a movie has been viewed, copied or the amount which has been watched
-
- 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
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
-
- 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
Abstract
The present invention provides a kind of TV column and plays statistical method and device, obtains the column programme information in CMS system, and is unfolded according to column hierarchical relationship to obtain column hierarchical information, and column hierarchical information includes the belonging relation between columns at different levels and program；The program audience information in C3 daily records is obtained, and counts and obtains the corresponding program play messages of each program, which includes broadcasting time.Then, according to program ID, program play messages with column hierarchical information is matched, obtain column program play messages.The program play messages of all different program ID that target column is included in statistics column program play messages, obtain the broadcast information of target column.This method is the program play messages counted in target column corresponding to all different program ID, it is not that the corresponding program play messages of all column level logical relations that target column is included add up, therefore, the corresponding program play messages of column counted are more accurate.
Description
Technical field
The present invention relates to field of computer technology more particularly to a kind of TV column to play statistical method and device.
Background technology
As network technology develops rapidly, IPTV (Internet Protocol Television, network convention TV)
Business comes into huge numbers of families, and IPTV is a kind of system by the use of broadband as medium transmission TV information, internet by broadband
Agreement provides a user digital television service.
The service provider for providing IPTV service usually utilizes CMS (Content Management System, Content Management system
System) system carrys out Management Television programme content, several ranks of column point in CMS system, for example, level-one column, Level-2 column, three-level
Column etc., wherein, level-one column can include multiple Level-2 columns, and multiple three-level columns may be included again under each Level-2 column,
And so on.Therefore a program may belong to the different Level-2 columns under same level-one column, for example, TV programme《It is super
Grade Snidget》Not only belong to " animation " column but also belong to " newest animation " column, and " animation " and " newest animation " belongs to " juvenile "
Column.
Generally use C3 daily records at present record the audience information of the TV programme for program request.Each user often plays one
A TV programme can all generate in a daily record storage to C3 daily records, program code is included in the audience information in C3 daily records.C3
Daily record is associated by program code and the column in CMS system, therefore have can for the broadcasting time of a program in C3 daily records
It can match under multiple Level-2 columns in CMS system, and these Level-2 columns belong to a level-one column, in this way, working as
When counting the broadcasting time of this level-one column, the broadcasting time of all Level-2 columns under the level-one column can be tired out
Add, the broadcasting time statistical result for leading to the level-one column is inaccurate.
Invention content
In view of the above problems, it is proposed that the present invention overcomes the above problem in order to provide one kind or solves at least partly
The TV column for stating problem plays statistical method and device.
In a first aspect, the application, which provides a kind of TV column, plays statistical method, including：
Column programme information is obtained, and the column programme information is unfolded according to column hierarchical relationship, obtains column level
Information includes program identity in the column hierarchical information；
Program audience information is obtained, and counts the corresponding program of each program included in the program audience information and plays
Information；
According to program identity, the program play messages with the column hierarchical information are matched, obtain column
Mesh program play messages, the column program play messages are included under each column hierarchical relationship corresponding to each program
Program play messages；
According to the column program play messages, all different program identity that statistics target column is included correspond to
Program play messages, obtain the broadcast information of the target column.
Optionally, all different programs described according to the column program play messages, that statistics target column is included
The corresponding program play messages of identity obtain the broadcast information of the target column, including：
The all information item corresponding to target column is searched from the column program play messages；
For each program identity in the target column corresponding informance item, from the target column, institute is right
The all information item comprising the program identity is found in all information item answered, and to including the program identity
All information item is numbered since specified number by sequence incremented by successively；
After all information item corresponding to the target column has been compiled, by the item of information that number is the specified number
In program play messages add up, obtain the broadcast information of the target column.
Optionally, all different programs described according to the column program play messages, that statistics target column is included
The program play messages of identity obtain the broadcast information of the target column, including：
The all information item corresponding to target column is searched from the column program play messages；
All information item corresponding to the target column is numbered, number information item is treated for any one, is sentenced
The program identity that number information item is included is treated described in whether being included in disconnected numbered item of information；
If not including the program identity in numbered item of information, treat number information item labeled as the by described
One preset numbers；
If comprising the program identity in numbered item of information, treat number information item labeled as the by described
Two preset numbers；
It will add up labeled as the program play messages in the item of information of first preset numbers, obtain the target
The broadcast information of column.
Optionally, the acquisition column programme information, and the column programme information is unfolded according to column hierarchical relationship, it obtains
To column hierarchical information, including：
Obtain the column programme information in Content Management System；
The column programme information according to column hierarchical relationship is unfolded step by step, obtains making with each column hierarchical relationship
Column hierarchical information for an item of information.
Optionally, it is described according to program identity, the program play messages and the column hierarchical information are carried out
Matching, obtains column program play messages, including：
For any one program identity, extracted from the column hierarchical information and the program identity pair
The item of information of whole column levels answered；
The correspondence between the item of information of the column level and the program play messages is established, obtains the program
The corresponding column program play messages of identity.
Second aspect, the application provide a kind of TV column and play statistic device, including：
Module is unfolded in column level, for obtaining column programme information, and the column is unfolded according to column hierarchical relationship
Programme information obtains column hierarchical information, program identity is included in the column hierarchical information；
Program play messages statistical module for obtaining program audience information, and is counted and is wrapped in the program audience information
The corresponding program play messages of each program contained；
Matching module, for according to program identity, by the program play messages and the column hierarchical information into
Row matching, obtains column program play messages, and the column program play messages include each column corresponding to each program
Program play messages under mesh hierarchical relationship；
Column broadcast information statistical module, for according to the column program play messages, statistics target column to be included
The corresponding program play messages of all different program identity, obtain the broadcast information of the target column.
Optionally, the column broadcast information statistical module, including：
First searches submodule, for searching whole letters corresponding to target column from the column program play messages
Cease item；
Number submodule, for for each program identity in the target column corresponding informance item, from
The all information item for including program ID is found in all information item corresponding to the target column, and to including the program
The all information item of identity is numbered since specified number by sequence incremented by successively；
Number for working as after all information item corresponding to the target column compiled, is by the first statistic submodule
Program play messages in the item of information of the specified number add up, and obtain the broadcast information of the target column.
Optionally, the column broadcast information statistical module, including：
Second searches submodule, for searching whole letters corresponding to target column from the column program play messages
Cease item；
Judging submodule, for all information item corresponding to the target column to be numbered, for any one
It treats number information item, judges in numbered item of information whether comprising described to treat the program identity mark that number information item is included
Know；
First number submodule, for when not including the program identity in numbered item of information, being treated described
Number information item is labeled as the first preset numbers；
Second number submodule, for when including the program identity in numbered item of information, waiting to compile by described
Number item of information is labeled as the second preset numbers；
Second statistic submodule, for will be labeled as the program play messages in the item of information of first preset numbers into
Row is cumulative, obtains the broadcast information of the target column.
Optionally, the column level expansion module, including：
Column acquisition of information submodule, for obtaining the column programme information in Content Management System；
Level be unfolded submodule, for the column programme information to be unfolded step by step according to column hierarchical relationship, obtain with
Column hierarchical information of each column hierarchical relationship as an item of information.
Optionally, the matching module, including：
Column acquisition of information submodule, for for any one program identity, from the column hierarchical information
Extract the item of information of whole column levels corresponding with the program identity；
Correspondence setting up submodule, for establishing between the item of information of the column level and the program play messages
Correspondence, obtain the corresponding column program play messages of the program identity ID.
By above-mentioned technical proposal, TV column provided by the invention plays statistical method, obtains the column in CMS system
Programme information, and it is unfolded to obtain column hierarchical information according to column hierarchical relationship, column hierarchical information includes columns at different levels and section
Belonging relation between mesh；The program audience information in C3 daily records is obtained, and counts and obtains the corresponding program broadcasting of each program
Information, the program play messages include broadcasting time.Then, according to program ID, by program play messages and column hierarchical information
It is matched, obtains column program play messages.What target column was included in statistics column program play messages is all different
The program play messages of program ID obtain the broadcast information of target column.This method is all different sections in statistics target column
Program play messages corresponding to mesh ID are not the corresponding programs of all column level logical relations for being included target column
Broadcast information adds up, and therefore, the corresponding program play messages of column counted are more accurate.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, below the special specific embodiment for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, it is various other the advantages of and benefit it is common for this field
Technical staff will become clear.Attached drawing is only used for showing the purpose of preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
Fig. 1 shows that a kind of TV column of the embodiment of the present invention plays the flow chart of statistical method；
Fig. 2 shows a kind of not deployed column level logical relation schematic diagrames；
Fig. 3 shows a kind of flow chart for the broadcast information process for obtaining target column of the embodiment of the present invention；
Fig. 4 shows that another kind of the embodiment of the present invention obtains the flow chart of the broadcast information of target column；
Fig. 5 shows that a kind of TV column of the embodiment of the present invention plays the block diagram of statistic device；
Fig. 6 shows a kind of block diagram of column broadcast information statistical module of the embodiment of the present invention；
Fig. 7 shows the block diagram of another column broadcast information statistical module of the embodiment of the present invention；
Fig. 8 shows that another kind of embodiment of the present invention TV column plays the block diagram of statistic device.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although the disclosure is shown in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
Completely it is communicated to those skilled in the art.
Fig. 1 is referred to, shows that a kind of TV column of the embodiment of the present invention plays the flow chart of statistical method, this method should
For in statistical system, as shown in Figure 1, this method may comprise steps of：
S110 obtains column programme information, and the column programme information is unfolded according to column hierarchical relationship, obtains column
Hierarchical information；Program ID (Identity, identity) is included in the column hierarchical information.
Program ID, that is, program identity in this specification.Column hierarchical relationship is used to characterize corresponding to each program ID
Different levels column between relation path.Because each program ID is it is possible that correspond to the column of a variety of different levels, therefore
Relation path between the column of different levels corresponding to each program ID may also there are many namely each program ID corresponding to
Column hierarchical relationship may there are many.
Column programme information in CMS (Content Management System) system of acquisition, column programme information is at different levels in CMS system
Mapping relations between TV column and TV programme.After obtaining column programme information, it is unfolded according to column hierarchical relationship, obtains
Column hierarchical information.
Fig. 2 is referred to, a kind of not deployed column level logical relation schematic diagram is shown, as shown in Fig. 2, column a is
Level-one column, column b1 and column b2 are Level-2 columns, and column c1, column c2 and column c4 are three-level columns, and program 1 corresponds to column
Mesh c1 and column c4, program 2 correspond to column c1 and column c2, and program 3 corresponds to column c2 and column b2, and program 4 corresponds to column c2
With column c4.
In a kind of possible realization method of the present invention, the column level logical relation of expansion can pass through forms mode table
Show, as shown in table 1：
Table 1
In column hierarchical relationship schematic diagram shown in Fig. 2, a program may correspond to multiple columns, therefore, according to column
The column programme information obtained after hierarchical relationship expansion includes the program ID repeated.
S120 obtains program audience information, and counts the corresponding section of each program included in the program audience information
Mesh broadcast information.
Program audience information is obtained from C3 daily records, what is stored in C3 daily records is the played data of all users, therefore, is needed
Statistics is grouped to the played data in C3 daily records according to program ID, obtain the corresponding program play messages of each program,
For example, 1/ broadcasting time of program 2 times.
Program play messages can be the letters such as broadcasting time, the effective broadcasting time of column, column contribution rate, column accounting
Breath.
Wherein, the effective broadcasting time of column is the column program request of (duration/program duration is watched in program request) >=0.1；Column tribute
Offer the rating number of rate=selected column rating number/correspondence column level；Rating number/institute of column accounting=selected column
There is program request rating number.
S130 according to program ID, the program play messages with the column hierarchical information is matched, obtain column
Program play messages.
The program that the column program play messages are included under each corresponding column hierarchical relationship of each program plays
Information.
The program play messages of acquisition are matched with the column hierarchical information after expansion according to program ID, for example, pressing
According to program ID, after the column hierarchical information shown in table 1 is matched with the S120 program play messages obtained, obtained column
Program play messages are as shown in table 2：
Table 2
The broadcast information of each corresponding column hierarchical relationship of TV programme is included in table 2, for example, program 4 corresponds to two
Kind column hierarchical relationship, Yi Zhongshi：Column a → column b1 → column c2 → program 4；Another kind is column a → column b2 → column
Therefore mesh c4 → program 4, includes the program play messages (that is, broadcasting time in table 2) of two programs 4 in table 2.
S140 according to column program play messages, counts the corresponding sections of all different program ID that target column is included
Mesh broadcast information obtains the broadcast information of target column.
Target column is the column currently to be counted, for example, any one column can be set by the user as target column.
From the content shown in table 2 as it can be seen that program 4 is belonging respectively to Level-2 column b1 and b2, but column b1 and b2 belong to one
Grade column a, therefore, when the broadcasting time for counting column a, it is impossible to directly the broadcasting time in table 2 add up.Need from
The program of all different program ID that target column is included is counted in the column program play messages that table 2 obtains and plays letter
Breath.
For example, counting the broadcasting time of program under column a, then broadcasting for all different programs under column a is found from table 2
It puts number and adds up, obtain 7+5+3+2=17.
If counting the broadcasting time of program in column b1, according to table 2 it is found that the program that column b1 is included is program 4, saves
Mesh 3, program 2 and program 1, then the broadcasting time of column b1 is 7+5+3+2=17.
If counting the broadcasting time of program in column b2, according to table 2 it is found that the program that column b2 is included is program 4, saves
Mesh 3 and program 1, then the broadcasting time of column b2 is 7+5+2=14.
If statistics column c1 includes the broadcasting time of program, according to table 2 it is found that column c1 includes program 2 and program 1,
Then the broadcasting time of column c1 is 3+2=5.
If statistics column c2 includes the broadcasting time of program, according to table 2 it is found that column c2 includes program 4,3 and of program
Program 2, then the broadcasting time of column c2 is 7+5+3=15.
If statistics column c4 includes the broadcasting time of program, according to table 2 it is found that column c4 includes program 1 and program 4,
Then the broadcasting time of column c4 is 7+2=9.
TV column provided in this embodiment plays statistical method, obtains the column programme information in CMS system, and according to
Column hierarchical relationship is unfolded to obtain column hierarchical information, and column hierarchical information includes the affiliated pass between columns at different levels and program
System；The program audience information in C3 daily records is obtained, and counts and obtains the corresponding program play messages of each program, which plays
Information includes broadcasting time.Then, according to program ID, program play messages with column hierarchical information is matched, obtain column
Mesh program play messages.The program of all different program ID that target column is included in statistics column program play messages plays
Information obtains the broadcast information of target column.This method is that the program corresponding to the different program ID counted in target column is broadcast
Information is put, is not that the program play messages of whole program ID that target column is included add up, therefore, counts
The corresponding program play messages of column are more accurate.
Fig. 3 is referred to, shows a kind of flow chart for the broadcast information process for obtaining target column of the embodiment of the present invention；This
In embodiment, by the corresponding items of information of same program ID since it is specified number start carry out serial number incremented by successively, in this way, number
It is different for the program ID in the item of information of specified number, therefore, count the broadcasting letter in the corresponding item of information of specified number
Breath.
As shown in figure 3, the broadcast information process for obtaining target column includes the following steps：
S141 searches all information item corresponding to target column from column program play messages.
Wherein target column can be the column of any one rank, and can be formulated by user according to the demand of oneself.
All information item corresponding to target column is the pass between the column of all levels corresponding to target column and program ID
It is information.For example, target column can be any one column in the arbitrary rank in example shown in table 1, level-one column a,
Level-2 column b1, b2, three-level column c1, c2, c4；Alternatively, target column can be any number of columns in arbitrary rank
Combination, for example, all Level-2 columns, three-level column c1 and c4.For example, target column is column a, then all information in table 2
Item is the corresponding items of information of column a.
In a kind of possible realization method of the present invention, it can be searched from the column program play messages table shown in table 2
To the corresponding item of information of all target columns.
S142, for each program ID in target column corresponding informance item, from all information corresponding to target column
The all information item for including program ID, and all information item to including program ID are found in, is opened from specified number
Beginning is numbered by sequence incremented by successively.
For example, target column is column a, specified number is 1, to the same program ID that column a is included from specified number
Start to be numbered according to default step-length is incremented by successively, obtain information table as shown in table 3；Default step-length is 1.
Table 3
From table 3 it can be seen that, for any one program ID (for example, program 4), by the item of information in table 3 on to
It is lower to be numbered item by item, by whole programs 4 in table 3 since " 1 " serial number；Similarly, other program ID in table 3 from
" 1 " starts serial number.In this way, number is program ID corresponding to the item of information of " 1 " different, moreover, number is " 1 "
Item of information includes whole program ID that target column is included, and therefore, follow-up need to count number and be included by the item of information of " 1 "
Broadcast information.
For example, when target column is column b1, the item of information corresponding to column b1 is found from table 2, and carry out item by item
Number, obtains table 4：
Table 4
| Level-one column | Level-2 column | Three-level column | Program ID | Statistics number | Broadcasting time |
| Column a | Column b1 | Column c2 | Program 4 | 1 | 7 |
| Column a | Column b1 | Column c2 | Program 3 | 1 | 5 |
| Column a | Column b1 | Column c1 | Program 2 | 1 | 3 |
| Column a | Column b1 | Column c2 | Program 2 | 2 | 3 |
| Column a | Column b1 | Column c1 | Program 1 | 1 | 2 |
For example, target column is b2, the item of information corresponding to column b2 is found from table 2, and be numbered item by item, obtained
To table 5：
Table 5
S143, after all information item corresponding to target column has been compiled, will number is in the specified item of information numbered
Program play messages add up, obtain the broadcast information of target column.
After all information item of column a shown in table 3 is numbered, number is that the corresponding program ID of item of information of " 1 " is mutual
It differs, therefore it may only be necessary to count the program play messages that the item of information that number is " 1 " is included；
When statistics column a includes the broadcasting time of program, by the corresponding broadcasting of item of information that number in table 3 is " 1 "
Number is added up to obtain 7+5+3+2=17.
When statistics column b1 includes the broadcasting time of program, by the corresponding broadcasting of item of information that number in table 4 is " 1 "
Number adds up, and obtains 7+5+3+2=17.
When statistics column b2 includes the broadcasting time of program, by the corresponding broadcasting of item of information that number in table 5 is " 1 "
Number adds up, and obtains 7+5+2=14.
The broadcast information process provided in this embodiment for obtaining target column, mesh is found from column program play messages
Mark all information item corresponding to column.Then, for any one program ID in all information item that finds, this is saved
The item of information of mesh ID serial number incremented by successively since specified number.In this way, number is corresponding to the item of information of specified number
Program ID it is different, the program play messages numbered corresponding to the item of information for being specified number are added up, obtain mesh
Mark the broadcast information of column.Count to obtain the broadcast information of whole programs that target column included, and not using such mode
It can repeat to count.
Fig. 4 is referred to, shows that another kind of the embodiment of the present invention obtains the flow chart of the broadcast information of target column, this reality
It applies in example, by the program ID first appeared labeled as the first preset numbers, the program ID repeated is labeled as the second default volume
Number.It is different to be designated as the program ID that the items of information of the first preset numbers is included, therefore, statistics is designated as the first preset numbers
Broadcast information corresponding to item of information.
As shown in figure 4, the process for obtaining the broadcast information of target column includes the following steps：
S144 searches all information item corresponding to target column from column program play messages.
S145, is numbered all information item corresponding to target column, treats number information item for any one, sentences
Whether included in disconnected numbered item of information and treat the program ID that number information item is included；If it is, perform S147；If
It is no, then perform S146.
S146 will treat that number information item is labeled as the first preset numbers.
S147 will treat that number information item is labeled as the second preset numbers.
First preset numbers and the second preset numbers can be by user's sets itselfs, alternatively, can be the volume of system default
Number.
For example, target column is column a, the first preset numbers are " I ", the second preset numbers be " II " according to S145~
After mode shown in S147 has compiled all information item comprising target column, table 6 is obtained：
Table 6
| Level-one column | Level-2 column | Three-level column | Program ID | Statistics number | Broadcasting time |
| Column a | Column b1 | Column c2 | Program 4 | I | 7 |
| Column a | Column b2 | Column c4 | Program 4 | II | 7 |
| Column a | Column b1 | Column c2 | Program 3 | I | 5 |
| Column a | Column b2 | --------- | Program 3 | II | 5 |
| Column a | Column b1 | Column c1 | Program 2 | I | 3 |
| Column a | Column b1 | Column c2 | Program 2 | II | 3 |
| Column a | Column b1 | Column c1 | Program 1 | I | 2 |
| Column a | Column b2 | Column c4 | Program 1 | II | 2 |
For example, target column is column b2, the first preset numbers are " I ", and the second preset numbers are " II ", then according to S145
To column b2, corresponding all information item is numbered~S147, obtains table 7：
Table 7
| Level-one column | Level-2 column | Three-level column | Program ID | Statistics number | Broadcasting time |
| Column a | Column b2 | Column c4 | Program 4 | I | 7 |
| Column a | Column b2 | --------- | Program 3 | I | 5 |
| Column a | Column b2 | Column c4 | Program 1 | I | 2 |
S148 will add up labeled as the program play messages in the item of information of the first preset numbers, obtain target column
Purpose broadcast information.
For example, during the corresponding broadcasting times of statistics column a, by number in table 6 be broadcasting time in the item of information of " I " into
Row is cumulative, obtains 7+5+3+2=17.
To number be broadcasting time in the item of information of " I " in table 7 for example, during the corresponding broadcasting times of statistics column b2
It adds up, obtains 7+5+2=14.
The process of the broadcast information provided in this embodiment for obtaining target column, to all information corresponding to target column
Item is numbered, specifically, can repeat by the corresponding items of information of program ID first appeared labeled as the first preset numbers
The existing corresponding items of information of program ID are labeled as the second preset numbers.Then, statistics is labeled as the item of information of the first preset numbers
Corresponding broadcast information, obtains the broadcast information of target column, and such mode is implemented simple and will not compute repeatedly same section
Purpose broadcast information.
Statistical method embodiment is played corresponding to above-mentioned TV column, plays and counts the present invention also provides TV column
Device embodiment.
Fig. 5 is referred to, shows that a kind of TV column of the embodiment of the present invention plays the block diagram of statistic device, the device application
In statistical system, as shown in figure 5, the device includes：Column level expansion module 510, program play messages statistical module
520th, matching module 530 and column broadcast information statistical module 540.
Module 510 is unfolded in the column level, for obtaining column programme information, and column is unfolded according to column hierarchical relationship
Programme information obtains column hierarchical information；Program ID is included in the column hierarchical information.
The column programme information in CMS system is obtained, column programme information is TV column at different levels and TV in CMS system
Mapping relations between program.After obtaining column programme information, it is unfolded according to column hierarchical relationship, obtains column hierarchical information.
In a kind of possible realization method of the present invention, column level expansion module 510 includes：Column acquisition of information
Module, for obtaining the column programme information in CMS system；And level expansion submodule, for the column program to be believed
Breath is unfolded step by step according to column hierarchical relationship, obtains the column level letter using each column hierarchical relationship as an item of information
Breath.
The program play messages statistical module 520 for obtaining program audience information, and counts the program audience information
In the corresponding program play messages of each program that include.
Program audience information is obtained from C3 daily records, what is stored in C3 daily records is the played data of all users, therefore, is needed
Statistics is grouped to the played data in C3 daily records according to program ID, obtain the corresponding program play messages of each program,
For example, program 1 | broadcasting time 2 times.
Program play messages can be the letters such as broadcasting time, the effective broadcasting time of column, column contribution rate, column accounting
Breath.
The matching module 530, for according to program ID, the program play messages and the column hierarchical information to be carried out
Matching, obtains column program play messages.
The column program play messages obtained after program play messages are matched with column hierarchical information, for example, column section
The table that mesh broadcast information may be used shown in table 2 represents.The column program play messages include each corresponding to each program
The program play messages of kind column hierarchical relationship.
In a kind of possible realization method of the present invention, matching module includes：Column acquisition of information submodule, for for
Any one program ID obtains the item of information of whole column levels corresponding with program ID from the column hierarchical information；
And correspondence setting up submodule, for establishing between the item of information of the column level and the program play messages
Correspondence obtains the corresponding column program play messages of program ID.
The column broadcast information statistical module 540, for according to column program play messages, statistics target column to be included
All different program ID program play messages, obtain the broadcast information of target column.
From the content shown in table 2 as it can be seen that program 4 is belonging respectively to Level-2 column b1 and b2, but column b1 and b2 belong to one
Grade column a, therefore, when the broadcasting time for counting column a, it is impossible to directly the broadcasting time in table 2 add up.Need from
Statistics obtains the program of all different program ID that target column is included and plays letter in the column program play messages that table 2 obtains
Breath.
TV column provided in this embodiment plays statistic device, is obtained in CMS system by column level expansion module
Column programme information, and it is unfolded to obtain column hierarchical information according to column hierarchical relationship, column hierarchical information includes columns at different levels
Belonging relation between program；Then, the program audience information in C3 daily records is obtained by program play messages statistical module, and
Statistics obtains the corresponding program play messages of each program, which includes broadcasting time.It is pressed again by matching module
According to program ID, program play messages with column hierarchical information are matched, obtain column program play messages.Finally, column
The program of all different program ID that target column is included in broadcast information statistical module counts column program play messages is broadcast
Information is put, obtains the broadcast information of target column.The device is corresponding to all different program ID counted in target column
Program play messages are not that the corresponding program play messages of all column level logical relations for being included target column carry out
Cumulative, therefore, the corresponding program play messages of column counted are more accurate.
Fig. 6 is referred to, shows a kind of block diagram of column broadcast information statistical module of the embodiment of the present invention, as shown in fig. 6,
The column broadcast information statistical module 540 includes：First searches submodule 541,542 and first statistic submodule of number submodule
543。
First searches submodule 541, for searching whole letters corresponding to target column from column program play messages
Cease item.
In a kind of possible realization method of the present invention, column program play messages represent by the way of shown in table 2, then
The corresponding all information item of target column can be searched from table 2.
Number submodule 542, for for each program ID in the target column corresponding informance item, from the target
The all information item for including program ID, and the whole to including program ID are found in all information item corresponding to column
Item of information is numbered since specified number by sequence incremented by successively.
For any program ID in the corresponding all information item of target column, find all complete comprising program ID
Portion's item of information, and be numbered item by item, it is numbered since specified number by sequence incremented by successively.That is, by target column
Item of information identical program ID is numbered by incremental order in corresponding all information item.All letters corresponding to target column
After breath has all been compiled, number is that the corresponding program ID of item of information of specified number is different.
Specified number can be by user's sets itself, for example, can be set as " 1 ".
First statistic submodule 543 for working as after all information item corresponding to the target column compiled, will number
It adds up for the program play messages in the item of information of the specified number, obtains the broadcast information of the target column.
The program ID of specified number corresponding informance item is different, and therefore, the program of specified number corresponding informance item is broadcast
It puts information to add up, obtains the broadcast information of target column.
Column broadcast information statistical module provided in this embodiment, finds target column from column program play messages
Corresponding all information item.Then, for any one program ID in all information item that finds, by program ID's
Item of information serial number incremented by successively since specified number.In this way, number is the program corresponding to the item of information of specified number
ID is different, and the program play messages numbered corresponding to the item of information for being specified number are added up, obtain target column
Broadcast information.Count to obtain the broadcast information of whole programs that target column included, and will not repeat using such mode
Statistics.
Fig. 7 is referred to, shows the block diagram of another column broadcast information statistical module of the embodiment of the present invention, such as Fig. 7 institutes
Show, which includes：Second searches submodule 544, judging submodule 545, the first number submodule
Block 546, the second number submodule 547 and the second statistic submodule 548.
Second searches submodule 544, complete corresponding to target column for being searched from the column program play messages
Portion's item of information.
Judging submodule 545 for all information item corresponding to target column to be numbered, is treated any one
Number information item judges in numbered item of information whether comprising described to treat the program ID that number information item is included.
First number submodule 546, for when not including program ID in numbered item of information, waiting to number by described
Item of information is labeled as the first preset numbers.
Second number submodule 547, for when including program ID in numbered item of information, number letter to be treated by described
It ceases item and is labeled as the second preset numbers.
First preset numbers and the second preset numbers can be by user's sets itselfs, alternatively, can be the volume of system default
Number.
For example, target column is column a, the first preset numbers are " I ", and the second preset numbers are " II " according to the present embodiment
Numbering all information item comprising target column has been compiled after, obtain the result shown in table 6.
Second statistic submodule 548, the program for that will be labeled as in the item of information of first preset numbers play letter
Breath adds up, and obtains the broadcast information of the target column.
The program ID of first preset numbers corresponding informance item is different, therefore, by the corresponding program of the first preset numbers
Broadcast information adds up, and obtains the broadcast information of target column.
It is provided in this embodiment acquisition column broadcast information statistical module, to all information item corresponding to target column into
Row number, specifically, can repeat by the corresponding items of information of program ID first appeared labeled as the first preset numbers
The corresponding items of information of program ID are labeled as the second preset numbers.Then, statistics is right labeled as the item of information institute of the first preset numbers
The broadcast information answered, obtains the broadcast information of target column, and such mode is implemented simple and will not compute repeatedly same program
Broadcast information.
Fig. 8 is referred to, shows that another kind of embodiment of the present invention TV column plays the block diagram of statistic device, the device packet
Include processor 810 and memory 820, above-mentioned column level expansion module, program play messages statistical module, matching module and column
Mesh broadcast information statistical module etc. in memory, is performed stored in memory as program unit storage by processor
Above procedure unit realizes corresponding function.
Comprising kernel in processor, gone in memory to transfer corresponding program unit by kernel.Kernel can set one
Or more, count the program play messages in target column corresponding to all difference program ID, system by adjusting kernel parameter
It is more accurate to count result.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM), memory includes at least one deposit
Store up chip.
TV column provided by the invention plays statistical method, obtains the column programme information in CMS system, and according to column
Mesh hierarchical relationship is unfolded to obtain column hierarchical information, and column hierarchical information includes the belonging relation between columns at different levels and program；
The program audience information in C3 daily records is obtained, and counts and obtains the corresponding program play messages of each program, which plays letter
Breath includes broadcasting time.Then, according to program ID, program play messages with column hierarchical information is matched, obtain column
Program play messages.The program of all different program ID that target column is included in statistics column program play messages plays letter
Breath, obtains the broadcast information of target column.This method is that the program counted in target column corresponding to all different program ID is broadcast
Information is put, is not that the corresponding program play messages of all column level logical relations that target column is included add up,
Therefore, the corresponding program play messages of column counted are more accurate.
Present invention also provides a kind of computer program products, first when being performed on data processing equipment, being adapted for carrying out
The program code of beginningization there are as below methods step：
Column programme information is obtained, and the column programme information is unfolded according to column hierarchical relationship, obtains column level
Information includes program ID in the column hierarchical information；
Program audience information is obtained, and counts the corresponding program of each program included in the program audience information and plays
Information；
According to program ID, the program play messages with the column hierarchical information are matched, obtain column program
Broadcast information, the program that the column program play messages are included under each column hierarchical relationship corresponding to each program are broadcast
Put information；
According to the column program play messages, the corresponding programs of all different program ID that target column is included are counted
Broadcast information obtains the broadcast information of the target column.
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program
Product.Therefore, the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware can be used in the application
Apply the form of example.Moreover, the computer for wherein including computer usable program code in one or more can be used in the application
The computer program production that usable storage medium is implemented on (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The application is with reference to the flow according to the method for the embodiment of the present application, equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that it can be realized by computer program instructions every first-class in flowchart and/or the block diagram
The combination of flow and/or box in journey and/or box and flowchart and/or the block diagram.These computer programs can be provided
The processor of all-purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that the instruction performed by computer or the processor of other programmable data processing devices is generated for real
The device of function specified in present one flow of flow chart or one box of multiple flows and/or block diagram or multiple boxes.
These computer program instructions, which may also be stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction generation being stored in the computer-readable memory includes referring to
Enable the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one box of block diagram or
The function of being specified in multiple boxes.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted
Series of operation steps are performed on calculation machine or other programmable devices to generate computer implemented processing, so as in computer or
The instruction offer performed on other programmable devices is used to implement in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in a box or multiple boxes.
In a typical configuration, computing device includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable Jie
The example of matter.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer-readable instruction, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase transition internal memory (PRAM), static RAM (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), fast flash memory bank or other memory techniques, CD-ROM read-only memory (CD-ROM),
Digital versatile disc (DVD) or other optical storages, magnetic tape cassette, the storage of tape magnetic rigid disk or other magnetic storage apparatus
Or any other non-transmission medium, available for storing the information that can be accessed by a computing device.It defines, calculates according to herein
Machine readable medium does not include temporary computer readable media (transitory media), such as data-signal and carrier wave of modulation.
It these are only embodiments herein, be not limited to the application.To those skilled in the art,
The application can have various modifications and variations.All any modifications made within spirit herein and principle, equivalent replacement,
Improve etc., it should be included within the scope of claims hereof.
Claims (10)
1. a kind of TV column plays statistical method, which is characterized in that including：
Column programme information is obtained, and the column programme information is unfolded according to column hierarchical relationship, obtains column hierarchical information,
Program identity is included in the column hierarchical information；
Program audience information is obtained, and counts the corresponding program of each program included in the program audience information and plays letter
Breath；
According to program identity, the program play messages with the column hierarchical information are matched, obtain column section
Mesh broadcast information, the column program play messages include the program under each column hierarchical relationship corresponding to each program
Broadcast information；
According to the column program play messages, the corresponding section of all different program identity that target column is included is counted
Mesh broadcast information obtains the broadcast information of the target column.
It is 2. according to the method described in claim 1, it is characterized in that, described according to the column program play messages, statistics mesh
The corresponding program play messages of all different program identity that mark column is included, obtain the broadcasting letter of the target column
Breath, including：
The all information item corresponding to target column is searched from the column program play messages；
For each program identity in the target column corresponding informance item, from corresponding to the target column
The all information item comprising the program identity, and the whole to including the program identity are found in all information item
Item of information is numbered since specified number by sequence incremented by successively；
After all information item corresponding to the target column has been compiled, by number be the specified number item of information in
Program play messages add up, and obtain the broadcast information of the target column.
It is 3. according to the method described in claim 1, it is characterized in that, described according to the column program play messages, statistics mesh
The program play messages of all different program identity that mark column is included, obtain the broadcast information of the target column,
Including：
The all information item corresponding to target column is searched from the column program play messages；
All information item corresponding to the target column is numbered, number information item is treated for any one, is judged
The program identity that number information item is included is treated described in whether being included in the item of information of number；
If not including the program identity in numbered item of information, treat that number information item is pre- labeled as first by described
If number；
If treat that number information item is pre- labeled as second by described comprising the program identity in numbered item of information
If number；
It will add up labeled as the program play messages in the item of information of first preset numbers, obtain the target column
Broadcast information.
4. according to claim 1-3 any one of them methods, which is characterized in that the acquisition column programme information, and according to
The column programme information is unfolded in column hierarchical relationship, obtains column hierarchical information, including：
Obtain the column programme information in Content Management System；
The column programme information according to column hierarchical relationship is unfolded step by step, is obtained using each column hierarchical relationship as one
The column hierarchical information of a item of information.
5. according to claim 1-3 any one of them methods, which is characterized in that it is described according to program identity, by described in
Program play messages are matched with the column hierarchical information, obtain column program play messages, including：
For any one program identity, extracted from the column hierarchical information corresponding with the program identity
The item of information of whole column levels；
The correspondence between the item of information of the column level and the program play messages is established, obtains the program identity
Identify corresponding column program play messages.
6. a kind of TV column plays statistic device, which is characterized in that including：
Module is unfolded in column level, for obtaining column programme information, and the column program is unfolded according to column hierarchical relationship
Information obtains column hierarchical information, program identity is included in the column hierarchical information；
Program play messages statistical module for obtaining program audience information, and counts what is included in the program audience information
The corresponding program play messages of each program；
For according to program identity, the program play messages and the column hierarchical information are carried out for matching module
Match, obtain column program play messages, the column program play messages include each column layer corresponding to each program
Program play messages under grade relationship；
Column broadcast information statistical module, for according to the column program play messages, statistics target column to be included complete
The corresponding program play messages of portion's difference program identity, obtain the broadcast information of the target column.
7. device according to claim 6, which is characterized in that the column broadcast information statistical module, including：
First searches submodule, for searching all information corresponding to target column from the column program play messages
；
Number submodule, for for each program identity in the target column corresponding informance item, from described
The all information item for including program ID is found in all information item corresponding to target column, and to including the program identity
The all information item of mark is numbered since specified number by sequence incremented by successively；
Number is described for working as after all information item corresponding to the target column compiled by the first statistic submodule
Program play messages in the item of information of specified number add up, and obtain the broadcast information of the target column.
8. device according to claim 6, which is characterized in that the column broadcast information statistical module, including：
Second searches submodule, for searching all information corresponding to target column from the column program play messages
；
Judging submodule for all information item corresponding to the target column to be numbered, is waited to compile for any one
Number item of information judges in numbered item of information whether comprising described to treat the program identity that number information item is included；
First number submodule, for when not including the program identity in numbered item of information, waiting to number by described
Item of information is labeled as the first preset numbers；
Second number submodule, for when including the program identity in numbered item of information, number letter to be treated by described
It ceases item and is labeled as the second preset numbers；
Second statistic submodule, for the program play messages being labeled as in the item of information of first preset numbers to be tired out
Add, obtain the broadcast information of the target column.
9. according to claim 6-8 any one of them devices, which is characterized in that module is unfolded in the column level, including：
Column acquisition of information submodule, for obtaining the column programme information in Content Management System；
Submodule is unfolded in level, for the column programme information to be unfolded step by step according to column hierarchical relationship, obtains with each
Column hierarchical information of the kind column hierarchical relationship as an item of information.
10. according to claim 6-8 any one of them devices, which is characterized in that the matching module, including：
Column acquisition of information submodule, for for any one program identity, being extracted from the column hierarchical information
Go out the item of information of whole column levels corresponding with the program identity；
Correspondence setting up submodule, for establishing pair between the item of information of the column level and the program play messages
It should be related to, obtain the corresponding column program play messages of the program identity ID.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110381152A (en) * | 2019-07-24 | 2019-10-25 | 秒针信息技术有限公司 | Push statistical method, statistic device and the electronic equipment of the automatic playback volume of resource |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1386383A (en) * | 2000-07-26 | 2002-12-18 | 株式会社Ntt都科摩 | System for calculating audience rating and mobile communication terminal |
| US20070271591A1 (en) * | 2006-05-18 | 2007-11-22 | Kabushiki Kaisha Toshiba | Viewing/listening information collecting server, a viewing/listening information collecting method, and viewing/listening information transmitting program |
| CN101662647A (en) * | 2008-08-26 | 2010-03-03 | 松下电器产业株式会社 | Terminal equipment, audio/video system and method thereof |
| JP2012253816A (en) * | 2001-09-18 | 2012-12-20 | Adc Technology Inc | Investigation system |
| US20130247080A1 (en) * | 2012-03-19 | 2013-09-19 | Rentrak Corporation | Empirical ad pod detection |
| CN104320705A (en) * | 2014-11-07 | 2015-01-28 | 北京国双科技有限公司 | Method and device for monitoring network television ratings |
| CN104469432A (en) * | 2014-12-31 | 2015-03-25 | 合一网络技术(北京)有限公司 | User-based audience rating correcting method and device |
-
2016
- 2016-12-22 CN CN201611200713.8A patent/CN108235068B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1386383A (en) * | 2000-07-26 | 2002-12-18 | 株式会社Ntt都科摩 | System for calculating audience rating and mobile communication terminal |
| JP2012253816A (en) * | 2001-09-18 | 2012-12-20 | Adc Technology Inc | Investigation system |
| US20070271591A1 (en) * | 2006-05-18 | 2007-11-22 | Kabushiki Kaisha Toshiba | Viewing/listening information collecting server, a viewing/listening information collecting method, and viewing/listening information transmitting program |
| CN101662647A (en) * | 2008-08-26 | 2010-03-03 | 松下电器产业株式会社 | Terminal equipment, audio/video system and method thereof |
| US20130247080A1 (en) * | 2012-03-19 | 2013-09-19 | Rentrak Corporation | Empirical ad pod detection |
| CN104320705A (en) * | 2014-11-07 | 2015-01-28 | 北京国双科技有限公司 | Method and device for monitoring network television ratings |
| CN104469432A (en) * | 2014-12-31 | 2015-03-25 | 合一网络技术(北京)有限公司 | User-based audience rating correcting method and device |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110381152A (en) * | 2019-07-24 | 2019-10-25 | 秒针信息技术有限公司 | Push statistical method, statistic device and the electronic equipment of the automatic playback volume of resource |
| CN110381152B (en) * | 2019-07-24 | 2021-12-28 | 秒针信息技术有限公司 | Statistical method and statistical device for automatic playing amount of pushed resources and electronic equipment |
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