CN105049940B - A kind of method for counting theme temperature, the method for pushing and device of program - Google Patents

A kind of method for counting theme temperature, the method for pushing and device of program Download PDF

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Publication number
CN105049940B
CN105049940B CN201510497859.2A CN201510497859A CN105049940B CN 105049940 B CN105049940 B CN 105049940B CN 201510497859 A CN201510497859 A CN 201510497859A CN 105049940 B CN105049940 B CN 105049940B
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program
theme
temperature
keyword
epg
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CN105049940A (en
Inventor
孔矾建
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TVMining Beijing Media Technology Co Ltd
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TVMining Beijing Media Technology Co Ltd
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
    • H04N21/462—Content or additional data management, e.g. creating a master electronic program guide from data received from the Internet and a Head-end, controlling the complexity of a video stream by scaling the resolution or bit-rate based on the client capabilities
    • 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
    • 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
    • H04N21/45—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
    • 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 invention discloses a kind of method for counting theme temperature, the method for pushing and device of program, methods described includes：The EPG data of each television channel is obtained, the EPG data of a channel includes programm name and its broadcast time broadcasted in the channel；The information related to each program is searched for according to the EPG data, the relevant information includes program category, program subject matter, program and acts the leading role, be in host one or more；According to the information related to each program searched, the program of preset themes is determined for compliance with；By EPG obtain determined by program related data；The temperature of the theme is counted according to the related data of the program.I.e. the above method counts the temperature of preset themes by the EPG data by TV programme, not only saves substantial amounts of Data Collection computing cost, also make it that the statistical result of theme temperature is more convincing.

Description

A kind of method for counting theme temperature, the method for pushing and device of program
Technical field
The present invention relates to internet arena, more particularly to a kind of method for counting theme temperature, program method for pushing and Device.
Background technology
By the development of multimedia information technology in recent years, increasing social topic is able to be passed by internet Broadcast, at the same people can also by each Terminal Type for carrying with by what is seen and heard at one's side by shooting the side of video or picture Formula is recorded and uploads to network, and some social topics or the video of upload or photo etc. can produce in a short time compared with Big pageview, in addition trigger it is very big discuss warmly, so as to become the topical subject of a time.It is but how main for these hot topics The temperature of topic is weighed, the reference that can be oriented to a certain extent as public opinion, or even the daily behavior of people is produced It is raw to influence.And determine the mode of topical subject temperature mostly or by counting the click with these theme associated videos at present Rate or count the number of reviews of these themes and be compared and draw a conclusion.But the acquisition source of these data is generally compared In a jumble, it is difficult to be convinced by user, so being badly in need of a kind of effective manner carries out comprehensively unified quantitative evaluation to it.
The content of the invention
The present invention provide it is a kind of count the method for theme temperature, the method for pushing and device of program, with enabling to standard True geo-statistic goes out the temperature of preset themes, and the program of hot topic is provided the user according to the temperature of preset themes, improves user's body Test.
A kind of first aspect according to embodiments of the present invention, there is provided method for counting theme temperature, it may include：
The EPG data of each television channel is obtained, the EPG data of a channel includes the program names broadcasted in the channel Title and its broadcast time；
The information related to each program is searched for according to the EPG data, the relevant information includes program category, program is inscribed Material, program are acted the leading role, are in host one or more；
According to the information related to each program searched, the program of preset themes is determined for compliance with；
By EPG obtain determined by program related data, the total number of the related data including program and every Programm name, program broadcasting time and the broadcast number of individual program；
The temperature of the theme is counted according to the related data of the program.
In one embodiment, the information related to each program that the basis searches, is determined for compliance with preset themes Program, it may include：
According to the theme, the related keyword of the theme is determined, and determine the type of program；
By the related keyword of the theme, matched, will be met described with the relevant information of each program searched Program belonging to the type of program and the relevant information to match with the keyword, it is defined as the program for meeting the theme.
In one embodiment, the temperature that the theme is counted according to the related data of the program, it may include：It is logical Cross the daily temperature that following formula count the theme：
Wherein, the function HAVE () is used to judge whether include the key to match with the theme in single information Word, its result are numerical value 1 or 0, judge to include the keyword to match when result is 1, judge not including when result is 0 The keyword to match；
The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
In one embodiment, after the temperature that the theme is counted according to the related data of the program, may be used also Including：
Go out the temperature weekly of the theme, monthly temperature and quarterly hot according to the daily hot statistics of the theme of statistics Degree；
According to the temperature weekly of the theme, monthly temperature and quarterly temperature, the temperature change for analyzing the theme becomes Gesture.
A kind of second aspect according to embodiments of the present invention, there is provided method for pushing of program, it may include：
Obtain temperature of the different themes within the default period；
The temperature of different themes is ranked up；
The program of the theme of the forward setting quantity of temperature is recommended into user；
Temperature corresponding to the different themes is obtained by following manner：
The EPG data of each television channel is obtained, the EPG data of a channel includes the program names broadcasted in the channel Title and its broadcast time；
The information related to each program is searched for according to the EPG data, the relevant information includes program category, program is inscribed Material, program are acted the leading role, are in host one or more；
According to the information related to each program searched, the program of preset themes is determined for compliance with；
By EPG obtain determined by program related data, the total number of the related data including program and every Programm name, program broadcasting time and the broadcast number of individual program；
The temperature of the theme is counted according to the related data of the program.
A kind of third aspect according to embodiments of the present invention, there is provided device for counting theme temperature, it may include：
First acquisition module, for obtaining the EPG data of each television channel, the EPG data of a channel includes should The programm name broadcasted in channel and its broadcast time；
Search module, for searching for the information related to each program according to the EPG data, the relevant information includes section Mesh type, program subject matter, program are acted the leading role, are in host one or more；
Determining module, for according to the information related to each program that searches, being determined for compliance with the program of preset themes；
Second acquisition module, for the related data of program determined by being obtained by EPG, the related data includes section The programm name of purpose total number and each program, program broadcasting time and broadcast number；
First statistical module, for counting the temperature of the theme according to the related data of the program.
In one embodiment, the determining module, it may include：
First determination sub-module, for according to the theme, determining the related keyword of the theme, and determine program Type；
Second determination sub-module, for by the related keyword of the theme, with the relevant information of each program searched Matched, the program belonging to the type for meeting the program and the relevant information that matches with the keyword is defined as Meet the program of the theme.
In one embodiment, first statistical module, it may include：
Statistic submodule, for counting the daily temperature of the theme by following formula：
Wherein, the function HAVE () is used to judge whether include the key to match with the theme in single information Word, its result are numerical value 1 or 0, judge to include the keyword to match when result is 1, judge not including when result is 0 The keyword to match；
The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
In one embodiment, described device may also include：
Second statistical module, the daily hot statistics for the theme according to statistics go out the theme temperature weekly, Monthly temperature and per season temperature；
Analysis module, for according to the temperature weekly of the theme, monthly temperature and quarterly temperature, analyzing the theme Temperature variation tendency.
A kind of fourth aspect according to embodiments of the present invention, there is provided pusher of program, it may include：
Acquisition module, for obtaining temperature of the different themes within the default period；
Order module, for being ranked up to the temperature of different themes；
Recommending module, for the program of the theme of the forward setting quantity of temperature to be recommended into user；
Hot statistics module, for obtaining temperature corresponding to each theme by following manner：Obtain each television channel EPG data, the EPG data of a channel include programm name and its broadcast time broadcasted in the channel；
The information related to each program is searched for according to the EPG data, the relevant information includes program category, program is inscribed Material, program are acted the leading role, are in host one or more；
According to the information related to each program searched, the program of preset themes is determined for compliance with；
By EPG obtain determined by program related data, the total number of the related data including program and every Programm name, program broadcasting time and the broadcast number of individual program；
The temperature of the theme is counted according to the related data of the program.
Technical scheme provided in an embodiment of the present invention can produce following beneficial effect：
In the method for statistics theme temperature provided in an embodiment of the present invention, the method for pushing and device of program, each electricity is obtained The EPG data of tv channel, the EPG data of a channel include programm name and its broadcast time broadcasted in the channel； The information related to each program is searched for according to the EPG data, the relevant information includes program category, program subject matter, program Act the leading role, be in host one or more；According to the information related to each program searched, preset themes are determined for compliance with Program；By EPG obtain determined by program related data, the total number of the related data including program and each Programm name, program broadcasting time and the broadcast number of program；The heat of the theme is counted according to the related data of the program Degree.The temperature of preset themes is counted by the EPG data by TV programme, not only saves substantial amounts of Data Collection fortune This is counted as, due also to EPG data is the record that history program broadcasts so that the statistical result of theme temperature is more accurate, has more Convincingness.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification Obtain it is clear that or being understood by implementing the present invention.The purpose of the present invention and other advantages can be by the explanations write Specifically noted structure is realized and obtained in book, claims and accompanying drawing.
Below by drawings and examples, technical scheme is described in further detail.
Brief description of the drawings
Accompanying drawing is used for providing a further understanding of the present invention, and a part for constitution instruction, the reality with the present invention Apply example to be used to explain the present invention together, be not construed as limiting the invention.In the accompanying drawings：
Fig. 1 is the flow chart of the method for statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 2 is the flow chart of the method for another statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 3 is the flow chart of the method for another statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 4 is the flow chart of the method for pushing of program of the present invention according to an exemplary embodiment；
Fig. 5 is the block diagram of the device of statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 6 is the block diagram of the device of another statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 7 is the block diagram of the device of another statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 8 is the block diagram of the device of another statistics theme temperature of the present invention according to an exemplary embodiment；
Fig. 9 is the block diagram of the pusher of program of the present invention according to an exemplary embodiment.
Embodiment
The preferred embodiments of the present invention are illustrated below in conjunction with accompanying drawing, it will be appreciated that described herein preferred real Apply example to be merely to illustrate and explain the present invention, be not intended to limit the present invention.
First aspect according to embodiments of the present invention, there is provided a kind of method for counting theme temperature, this method can be used for uniting In various clients or the server of counting theme temperature, and above-mentioned theme can be hot issue, social event, prevalence instantly Trend, designated person or colony, some articles or species etc., as shown in figure 1, this method may include step S101-S105：
Step S101：Obtain EPG (Electronic Program Guide) data of each television channel, channel The EPG data includes programm name and its broadcast time broadcasted in the channel.
Step S102：The information related to each program is searched for according to EPG data, relevant information includes program category, program Subject matter, program are acted the leading role, are in host one or more.
Step S103：According to the information related to each program searched, the program of preset themes is determined for compliance with.
Step S104：By EPG obtain determined by program related data, the total number of related data including program with And programm name, program broadcasting time and the broadcast number of each program.
Step S105：The temperature of theme is counted according to the related data of program.
The EPG data of TV channels is obtained first, can then be searched according to the programm name in EPG data in network side The rope information related to these programs, including type belonging to each program, program subject matter, program protagonist, host etc., The information to match with preset themes is then extracted in these relevant informations, and then is saved corresponding with the information extracted Mesh is defined as the program for meeting preset themes.Finally the total number of these programs and the program of each program are obtained using EPG The related datas such as title, program broadcasting time and broadcast number, so as to go out the temperature of preset themes by these data statistics.Should Method counts the temperature of preset themes by the EPG data by TV programme, not only saves substantial amounts of Data Collection fortune This is counted as, due also to EPG data is the record that history program broadcasts so that the statistical result of theme temperature is more accurate, has more Convincingness.
In one embodiment, the household digital TV of user can receive 100 channels, obtain this from EPG first The data included in 100 channels in the data, such as EPG such as the programm name of each channel broadcast program and its broadcast time For：The program of a set of broadcasting in CCTV has《A》Broadcast time is 19:00、《B》Broadcast time is 19:31、《C》Broadcast time is 19:35 grades,《D》Broadcast time is 20:00, the program of the two sets of broadcastings in center has《E》Broadcast time is 17:00、《F》Broadcast time For 17:31、《G》Broadcast time is 18:52 etc., the like.Then saved according to these EPG datas from network side search with these The information such as the related program category of mesh, program subject matter, program protagonist, host, such as search《A》Program category be Domestic News, program subject matter are topical news, host discourse artificial Lee * * and king * *, and include * * in the same day news reported Meeting brings to a happy ending, commemorates that the Anti-Japanese War 70 anniversaries of triumph, * * heads visit China, and searches《D》Program category be state electricity production It as the war of resistance, featured performer is king * * and Liu * * etc. to regard acute, program subject matter, the like.Now if it is determined that preset themes are anti-Japanese War, then the souvenir Anti-Japanese War 70 anniversaries of triumph to match with the Anti-Japanese War, section are extracted from the relevant information searched Mesh subject matter is the information such as the war of resistance, and by program corresponding to these information《A》、《D》Etc. the program for being defined as meeting preset themes.So Got afterwards by EPG《A》、《D》Program total number be 2, programm name be respectively " A ", " D ", wherein《A》Program broadcasts Time is 19：00 and 22:00, it is 136 times to broadcast number,《D》Program broadcasting time is 8:30、20:00, it is 2 times to broadcast number Etc. related data.The temperature of " Anti-Japanese War " this theme is finally counted according to these related datas.
In one embodiment, as shown in Fig. 2 step S103 can be embodied as following steps S1031-S1032：
Step S1031：According to theme, the related keyword of theme is determined, and determine the type of program.
Step S1032：By the related keyword of theme, matched, will be accorded with the relevant information of each program searched The program belonging to relevant information for closing the type of program and matching with keyword, is defined as the program for meeting theme.
In another embodiment, preset themes are South Korea fad, it is determined that the related keyword of South Korea fad has South Korea's music, South Korea Dress ornament, South Korea star etc., determine that program category has TV play, film, variety show, box news etc..Then according to determination Program category extracts the information for meeting the program category from the relevant information of each program searched, and according to above-mentioned determination Keyword matched with the relevant information that these are extracted, finally by corresponding to the relevant information to match program determine To meet the program of theme.The extraction of target information is completed by way of progressively reducing information extraction scope, reduces this The sequential operation amount of process, so as to improve the efficiency of information extraction.
In one embodiment, when counting the daily temperature of above-mentioned theme, step S105 can be embodied as by following public affairs Formula is counted：
Wherein, function HAVE () is used to judge whether include the keyword to match with the theme in single information, Its result is numerical value 1 or 0, judges to include the keyword to match when result is 1, judges not including phase when result is 0 The keyword of matching；
DayStore is the theme the hot value in the odd-numbered day, by sum the hot value of each program in the odd-numbered day Arrive, PlayiFor the related data of single program, KeywordjFor the keyword determined according to theme, KRankjFor for each pass The default weight of keyword, TRank are the broadcast time default weight for each program.
In another embodiment, Keyword is had according to the keyword of above-mentioned South Korea fad this theme determination1=South Korea sound Happy, Keyword2=South Korea dress ornament, Keyword3=South Korea star etc., the weight for above-mentioned each keyword setting respectively are KRank1=0.3, KRank2=0.2, KRank3=0.5, program broadcasting time weight is according to each period 0:01-8:00、8: 01-14:00、14:01-18:00、18:01-0:00 is respectively set as 0.1,0.15,0.25,0.5.If the correlation now searched Programme information has《Play1》Broadcast time is 18:00th, it is X (certain that program category, which is amusement, program subject matter is music, plays content Korean songs title), singing songses are Zhang San,《Play2》Broadcast time is 18:30th, program category is Domestic News, program topic Material is entertainment newses, news content is certain South Korea's Fashion brand news conference,《Play3》Broadcast time is 19:15th, program category is It is Li Si etc. that film, program subject matter, which are ancient costume, program is acted the leading role.Now, the hot value of above-mentioned each programme in a few days need to be calculated, works as meter Calculate program《Play1》During hot value in the odd-numbered day, it is known that its programm name is " Play1", reproduction time 18:30th, program category It is music for amusement, program subject matter, it is further known that TRank is 0.5.Then first pass through the correlation that HAVE () judges the program Information whether the keyword Keyword with determination1(South Korea's music), Keyword2(South Korea's dress ornament), Keyword3(South Korea star) Etc. matching, as shown in the above the relevant information " X " in the program and " Zhang San " respectively with keyword Keyword1=Korea Spro The happy Keyword of national phonetics3=South Korea star matches, and it is 1 that can draw HAVE, is then obtained respectively corresponding to above-mentioned each keyword Hot value is simultaneously summed, i.e. 1*0.3*0.5+0+1*0.5*0.5=0.4 understands program《Play1》Hot value in odd-numbered day is 0.4, so the like obtain the hot value of other each programmes in a few days after each hot value is summed so as to be preset Hot value in the theme odd-numbered day.Using this method can effectively by determine theme temperature every relevant parameter (program play times, Program category and program subject matter etc.) quantization combination is carried out, generation is uniquely used for weighing the numerical value of theme temperature, so as to which theme is warm Measurement chemical conversion visual data, the objective temperature for embodying preset themes.
In one embodiment, as shown in figure 3, the above method may also include step S201-S202：
Step S201：Go out the temperature weekly of the theme, monthly temperature and every according to the daily hot statistics of the theme of statistics Season temperature.
Step S202：According to the temperature weekly of theme, monthly temperature and quarterly temperature, the temperature change for analyzing theme becomes Gesture.
The daily temperature DayStore values of the above-mentioned preset themes counted are stored, now can be according to storage Daily temperature DayStore values draw corresponding function curve, and weekly, monthly, per season is in the period respectively to storing DayStore values are once collected, so as to try to achieve the hot value of preset themes weekly, monthly, per season.The cycle collected It can be also configured by user, such as set every 15 days, 40 days, 100 days etc. to enter the DayStore values that are stored in the period Row collects, and then tries to achieve the hot value of preset themes in the period.
The embodiment of the present invention can be also analyzed the temperature variation tendency of the theme according to the function curve of above-mentioned drafting, It is easy to user to pass through comprehensive to the carry out such as the temperature of preset themes and its development trend by many data statistics results Solution.
Second aspect according to embodiments of the present invention, there is provided a kind of method for pushing of program, as shown in Figure 4, it may include step Rapid S401-S403：
Step S401：Obtain temperature of the different themes within the default period.
Step S402：The temperature of different themes is ranked up.
Step S403：The program of the theme of the forward setting quantity of temperature is recommended into user.
Wherein temperature corresponding to different themes is obtained by following manner：
Obtain the EPG data of each television channel, the EPG data of a channel include the programm name broadcasted in the channel and Its broadcast time；
The information related to each program is searched for according to EPG data, relevant information includes program category, program subject matter, program Act the leading role, be in host one or more；
According to the information related to each program searched, the program of preset themes is determined for compliance with；
By EPG obtain determined by program related data, the total number of related data including program and each section Purpose programm name, program broadcasting time and broadcast number；
The temperature of theme is counted according to the related data of program.
In one embodiment, can to multiple themes carry out hot statistics, and weekly, monthly, per season respectively to this when Between in section the hot value of each theme of statistics once collected, collecting the cycle can be voluntarily configured by user, and according to The hot value of each theme collected is ranked up to these themes from high to low, then will sort it is forward setting quantity theme and Relative program push is to user.After above-mentioned multiple themes are carried out into hot statistics, heat is chosen again The higher theme of degree, and it is easy to user quickly to slap from many aspects to user these themes and relative program presentation Hold fashion trend instantly.
The third aspect according to embodiments of the present invention, there is provided a kind of device for counting theme temperature, as shown in figure 5, can wrap Include：
First acquisition module 51, for obtaining the EPG data of each television channel, the EPG data of a channel includes the frequency The programm name broadcasted in road and its broadcast time；
Search module 52, for searching for the information related to each program according to EPG data, relevant information includes program class Type, program subject matter, program are acted the leading role, are in host one or more；
Determining module 53, for according to the information related to each program that searches, being determined for compliance with the program of preset themes；
Second acquisition module 54, for the related data of program determined by being obtained by EPG, related data includes program Total number and the programm name of each program, program broadcasting time and broadcast number；
First statistical module 55, for counting the temperature of theme according to the related data of program.
In one embodiment, as shown in fig. 6, determining module 53, it may include：
First determination sub-module 531, for according to theme, determining the related keyword of theme, and determine the class of program Type；
Second determination sub-module 532, for the related keyword of theme, the relevant information of each program with searching to be entered Row matching, the program belonging to the type for meeting program and the relevant information that matches with keyword is defined as meeting the master The program of topic.
In one embodiment, as shown in fig. 7, the first statistical module 55, it may include：
Statistic submodule 551, for counting the daily temperature of preset themes by following formula：
Wherein, the function HAVE () is used to judge whether include the key to match with the theme in single information Word, its result are numerical value 1 or 0, judge to include the keyword to match when result is 1, judge not including when result is 0 The keyword to match；
The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KrankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
In one embodiment, as shown in figure 8, said apparatus may also include：
Second statistical module 56, the daily hot statistics for the theme according to statistics go out the temperature weekly, every of the theme Month temperature and per season temperature；
Analysis module 57, for according to the temperature weekly of theme, monthly temperature and quarterly temperature, analyzing the temperature of theme Variation tendency.
Fourth aspect according to embodiments of the present invention, there is provided a kind of pusher of program, as shown in Figure 9, it may include：
Acquisition module 91, for obtaining temperature of the different themes within the default period；
Order module 92, for being ranked up to the temperature of different themes；
Recommending module 93, for the program of the theme of the forward setting quantity of temperature to be recommended into user；
Hot statistics module 94, for obtaining temperature corresponding to each theme by following manner：Obtain each television channel EPG data, the EPG data of a channel includes programm name and its broadcast time broadcasted in the channel；
The information related to each program is searched for according to EPG data, relevant information includes program category, program subject matter, program Act the leading role, be in host one or more；
According to the information related to each program searched, the program of preset themes is determined for compliance with；
By EPG obtain determined by program related data, the total number of related data including program and each section Purpose programm name, program broadcasting time and broadcast number；
The temperature of theme is counted according to the related data of program.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or computer program Product.Therefore, the present invention can use the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware Apply the form of example.Moreover, the present invention can use the computer for wherein including computer usable program code in one or more The shape for the computer program product that usable storage medium is implemented on (including but is not limited to magnetic disk storage and optical memory etc.) Formula.
The present invention is the flow with reference to method according to embodiments of the present invention, equipment (system) and computer program product Figure and/or block diagram describe.It should be understood that can be by every first-class in computer program instructions implementation process figure and/or block diagram Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided The processors of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively 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 being stored in the computer-readable memory, which produces, to be included referring to Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that counted Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, so as in computer or The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one The step of function of being specified in individual square frame or multiple square frames.
Obviously, those skilled in the art can carry out the essence of various changes and modification without departing from the present invention to the present invention God and scope.So, if these modifications and variations of the present invention belong to the scope of the claims in the present invention and its equivalent technologies Within, then the present invention is also intended to comprising including these changes and modification.

Claims (8)

  1. A kind of 1. method for counting theme temperature, it is characterised in that including：
    Obtain the EPG data of each television channel, the EPG data of a channel include the programm name broadcasted in the channel and Its broadcast time；
    The information related to each program is searched for according to the EPG data, the relevant information including program category, program subject matter, Program is acted the leading role, one or more in host；
    According to the information related to each program searched, the program of preset themes is determined for compliance with；
    By EPG obtain determined by program related data, the total number of the related data including program and each section Purpose programm name, program broadcasting time and broadcast number；
    The temperature of the theme is counted according to the related data of the program；
    The temperature that the theme is counted according to the related data of the program, including：The master is counted by following formula The daily temperature of topic：
    Wherein, the function HAVE () is used to judge whether include the keyword to match with the theme in single information, Its result is numerical value 1 or 0, judges to include the keyword to match when result is 1, judges not including phase when result is 0 The keyword of matching；
    The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
  2. 2. the method as described in claim 1, it is characterised in that the information related to each program that the basis searches, really Surely the program of preset themes is met, including：
    According to the theme, the related keyword of the theme is determined, and determine the type of program；
    By the related keyword of the theme, matched with the relevant information of each program searched, the program will be met Type and the relevant information that matches with the keyword belonging to program, be defined as the program for meeting the theme.
  3. 3. the method as described in claim 1, it is characterised in that described that the theme is counted according to the related data of the program Temperature after, in addition to：
    Go out temperature weekly, monthly temperature and the quarterly temperature of the theme according to the daily hot statistics of the theme of statistics；
    According to the temperature weekly of the theme, monthly temperature and quarterly temperature, the temperature variation tendency of the theme is analyzed.
  4. A kind of 4. method for pushing of program, it is characterised in that including：
    Obtain temperature of the different themes within the default period；
    The temperature of different themes is ranked up；
    The program of the theme of the forward setting quantity of temperature is recommended into user；
    Temperature corresponding to the different themes is obtained by following manner：
    Obtain the EPG data of each television channel, the EPG data of a channel include the programm name broadcasted in the channel and Its broadcast time；
    The information related to each program is searched for according to the EPG data, the relevant information including program category, program subject matter, Program is acted the leading role, one or more in host；
    According to the information related to each program searched, the program of preset themes is determined for compliance with；
    By EPG obtain determined by program related data, the total number of the related data including program and each section Purpose programm name, program broadcasting time and broadcast number；
    The temperature of the theme is counted according to the related data of the program, including：The theme is counted by following formula Daily temperature：
    Wherein, the function HAVE () is used to judge whether include the keyword to match with the theme in single information, Its result is numerical value 1 or 0, judges to include the keyword to match when result is 1, judges not including phase when result is 0 The keyword of matching；
    The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
  5. A kind of 5. device for counting theme temperature, it is characterised in that including：
    First acquisition module, for obtaining the EPG data of each television channel, the EPG data of a channel includes the channel The programm name of middle broadcast and its broadcast time；
    Search module, for searching for the information related to each program according to the EPG data, the relevant information includes program class Type, program subject matter, program are acted the leading role, are in host one or more；
    Determining module, for according to the information related to each program that searches, being determined for compliance with the program of preset themes；
    Second acquisition module, for the related data of program determined by being obtained by EPG, the related data includes program The programm name of total number and each program, program broadcasting time and broadcast number；
    First statistical module, for counting the temperature of the theme according to the related data of the program,
    First statistical module, including：
    Statistic submodule, for counting the daily temperature of the theme by following formula：
    Wherein, the function HAVE () is used to judge whether include the keyword to match with the theme in single information, Its result is numerical value 1 or 0, judges to include the keyword to match when result is 1, judges not including phase when result is 0 The keyword of matching；
    The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
  6. 6. device as claimed in claim 5, it is characterised in that the determining module, including：
    First determination sub-module, for according to the theme, determining the related keyword of the theme, and determine the class of program Type；
    Second determination sub-module, for the relevant information of the related keyword of the theme, each program with searching to be carried out Matching, the program belonging to the type for meeting the program and the relevant information that matches with the keyword is defined as meeting The program of the theme.
  7. 7. device as claimed in claim 5, it is characterised in that also include：
    Second statistical module, the daily hot statistics for the theme according to statistics go out the temperature weekly, monthly of the theme Temperature and per season temperature；
    Analysis module, for according to the temperature weekly of the theme, monthly temperature and quarterly temperature, analyzing the heat of the theme Spend variation tendency.
  8. A kind of 8. pusher of program, it is characterised in that including：
    Acquisition module, for obtaining temperature of the different themes within the default period；
    Order module, for being ranked up to the temperature of different themes；
    Recommending module, for the program of the theme of the forward setting quantity of temperature to be recommended into user；
    Hot statistics module, for obtaining temperature corresponding to each theme by following manner：Obtain the EPG numbers of each television channel According to the EPG data of a channel includes programm name and its broadcast time broadcasted in the channel；According to the EPG numbers According to the information related to each program is searched for, the relevant information includes program category, program subject matter, program protagonist, host discourse It is one or more in people；According to the information related to each program searched, the program of preset themes is determined for compliance with；Pass through The related data of program determined by EPG acquisitions, the related data include the total number of program and the program of each program Title, program broadcasting time and broadcast number；The temperature of the theme is counted according to the related data of the program, including：It is logical Cross the daily temperature that following formula count the theme：
    Wherein, the function HAVE () is used to judge whether include the keyword to match with the theme in single information, Its result is numerical value 1 or 0, judges to include the keyword to match when result is 1, judges not including phase when result is 0 The keyword of matching；
    The DayStore be the theme odd-numbered day in temperature, the PlayiIt is described for the related data of single program KeywordjFor the keyword determined according to the theme, the KRankjIt is described for for the default weight of each keyword TRank is the broadcast time default weight for each program.
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CN105828198B (en) * 2016-04-21 2019-05-17 深圳市金立通信设备有限公司 A kind of program commending method and terminal
CN108965940B (en) * 2017-05-27 2021-06-08 北京国双科技有限公司 Method and device for calculating audience rating of archived program

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