CN106168956A - data statistical analysis method and system for intelligent terminal - Google Patents
data statistical analysis method and system for intelligent terminal Download PDFInfo
- Publication number
- CN106168956A CN106168956A CN201610471112.4A CN201610471112A CN106168956A CN 106168956 A CN106168956 A CN 106168956A CN 201610471112 A CN201610471112 A CN 201610471112A CN 106168956 A CN106168956 A CN 106168956A
- Authority
- CN
- China
- Prior art keywords
- data
- statistical analysis
- standardization
- terminal
- uploaded
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/54—Interprogram communication
- G06F9/546—Message passing systems or structures, e.g. queues
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2209/00—Indexing scheme relating to G06F9/00
- G06F2209/54—Indexing scheme relating to G06F9/54
- G06F2209/541—Client-server
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Computer Graphics (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Information Transfer Between Computers (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
This application provides a kind of data statistical analysis method for intelligent terminal, belong to data processing field, including: receive the data including system event and application affairs that multiple terminal is uploaded；By data distribution to multiple task queues；Data in multiple task queues are standardized checking；The data verified by standardization in data are stored in data base and carry out statistical analysis.Present invention also provides corresponding system.The data statistical analysis method for intelligent terminal shown in the embodiment of the present application and system, by the data that multiple terminals are uploaded are assigned in multiple task queue, and these data are standardized checking, the data that part is unrelated with statistical analysis process can be filtered out, decrease the wasting of resources and the loss of time, accelerate uploading speed, the analytical data to be counted of terminal can be synchronized to service end with second rank, thus ensure that the real-time of service end data statistic analysis, and the real-time of video data statistic analysis result.
Description
Technical field
The application relates to data processing field, is specifically related to a kind of data statistical analysis method for intelligent terminal and is
System.
Background technology
Along with developing rapidly of computer and Internet technology, people have be unable to do without the intelligence such as mobile phone, computer, intelligent television
Energy terminal unit, daily life the most substantially can digitally be presented, recorded and analyzed.Thus, intelligent terminal
Use come into big data age.Targeted customer is carried out by the data statistic analysis under intelligent terminal for helping people
Draw a portrait target customer uses marketing strategy more accurately significant.And wherein, user's viewing to intelligent television
The big data that behavior and mutual-action behavior obtain have the highest value.
During realizing the application, inventor finds at least to there is problems in that in prior art that traditional tv is only
Being the display terminal of cable TV station, user cannot carry out other behaviour in addition to changing channel and switching on and shutting down to traditional tv
Making, therefore the data to traditional tv carry out statistical analysis at user behavior analysis not to be worth in terms of obtaining portrait.And
The off-line that existing intelligent television is all based on data to the statistical analysis process of user data is uploaded, it is impossible to accomplish real-time statistics
Analyze, more and more fierce with the competition of operation way at the most various products, i.e. the rate request of statistic analysis result is more come
In the case of the highest, it is impossible to meet the demand of client.
Summary of the invention
The embodiment of the present application provides a kind of data statistical analysis method for intelligent terminal and system, existing in order to solve
The data in technology uploaded intelligent terminal carry out the problem that statistical analysis real-time is poor.
On the one hand this application provides a kind of data statistical analysis method for intelligent terminal, including:
Receive the data including system event and application affairs that multiple terminal is uploaded；
By the distribution of described data to multiple task queues；
Described data in the plurality of task queue are standardized checking；
The data verified by standardization in described data are stored in data base and carry out statistical analysis.
On the other hand this application provides a kind of data statistic analysis system for intelligent terminal, including:
Data reception module, for receiving the data including system event and application affairs that multiple terminal is uploaded；
Queue assignment module, for by the distribution extremely multiple task queues of described data；
Standardization authentication module, for being standardized checking to the described data in the plurality of task queue；
Enter library module, for the data verified by standardization in described data being stored in data base and carrying out statistical
Analysis.
The data statistical analysis method for intelligent terminal of the embodiment of the present application offer and system, by by multiple terminals
The data uploaded are assigned in multiple task queue so that maintain order during multiple terminal upload data；Again by task team
Data in row put into data base before by these data are standardized checking, can filter out part and statistical analysis
The data that process is unrelated, decrease resource that is the most disallowable until ability during statistical analysis after these data are placed into data base and that cause
Waste and the loss of time, accelerate uploading speed, it is possible to the analytical data to be counted of terminal is synchronized to service end with second rank,
Thus ensure that the real-time of service end data statistic analysis, and the real-time of video data statistic analysis result.
Accompanying drawing explanation
In order to be illustrated more clearly that the technical scheme of the embodiment of the present application, required use in embodiment being described below
Accompanying drawing be briefly described, it should be apparent that, the accompanying drawing in describing below is some embodiments of the application, for ability
From the point of view of the those of ordinary skill of territory, on the premise of not paying creative work, it is also possible to obtain the attached of other according to these accompanying drawings
Figure.
Fig. 1 is the flow chart of the data statistical analysis method for intelligent terminal of the application one embodiment；
Fig. 2 is the structural representation of the data statistic analysis system for intelligent terminal of the application one embodiment；
Fig. 3 is the structural representation of the data statistic analysis equipment for intelligent terminal of the application one embodiment；
Fig. 4 is the particular flow sheet of the data statistical analysis method for intelligent terminal of the application one embodiment.
Detailed description of the invention
For making the purpose of the embodiment of the present application, technical scheme and advantage clearer, below in conjunction with the embodiment of the present application
In accompanying drawing, the technical scheme in the embodiment of the present application is clearly and completely described, it is clear that described embodiment is
Some embodiments of the present application rather than whole embodiments.Based on the embodiment in the application, those of ordinary skill in the art
The every other embodiment obtained under not making creative work premise, broadly falls into the scope of the application protection.
It should be noted that in the case of not conflicting, the embodiment in the application and the feature in embodiment can
To be mutually combined.
The present invention can be used in numerous general or special purpose computing system environment or configuration.Such as: personal computer, service
Device computer, handheld device or portable set, laptop device, multicomputer system, system based on microprocessor, top set
Box, programmable consumer-elcetronics devices, network PC, minicomputer, mainframe computer, include any of the above system or equipment
Distributed computing environment etc..
The present invention can be described in the general context of computer executable instructions, such as program
Module.Usually, program module includes performing particular task or realizing the routine of particular abstract data type, program, object, group
Part, data structure etc..The present invention can also be put into practice in a distributed computing environment, in these distributed computing environment, by
The remote processing devices connected by communication network performs task.In a distributed computing environment, program module is permissible
It is positioned in the local and remote computer-readable storage medium of storage device.
Finally, in addition it is also necessary to explanation, in this article, the relational terms of such as first and second or the like be used merely to by
One entity or operation separate with another entity or operating space, and not necessarily require or imply these entities or operation
Between exist any this reality relation or order.And, term " includes ", " comprising ", not only includes those key elements, and
And also include other key elements being not expressly set out, or also include intrinsic for this process, method, article or equipment
Key element.In the case of there is no more restriction, by statement " include ... ... " key element that limits, it is not excluded that include described
The process of key element, method, article or equipment there is also other identical element.
Fig. 1 is the flow chart of the data statistical analysis method for intelligent terminal of the application one embodiment.Such as Fig. 1 institute
Showing, the method includes:
S11: receive the data including system event and application affairs that multiple terminal is uploaded；
S12: by the distribution of described data to multiple task queues；
S13: the described data in the plurality of task queue are standardized checking；
S14: the data verified by standardization in described data are stored in data base and carry out statistical analysis.
In the present embodiment, terminal is intelligent television, and wherein, system event includes starting shooting, shuts down, opens application, switching should
With, enter screen protection, exit the operation such as screen protection, application affairs includes that current play channel, currently used application etc. are discernible and works as
Front viewing or the content of use.When data are uploaded onto the server by terminal, corresponding IP ground can be added in data to be uploaded
The system informations such as location, uplink time point so that the data that each terminal is uploaded have respective identification information, convenient follow-up
Statistical analysis during the statistical analysis of dimensions various to region, time etc..Data distribution then may be used to multiple task queues
The mode such as the priority corresponding with the uplink time according to data, data or the IP address of data is carried out.
The data statistical analysis method for intelligent terminal that the embodiment of the present application provides, by upload multiple terminals
Data are assigned in multiple task queue so that maintain order during multiple terminal upload data；Again by task queue
Data put into data base before by these data are standardized checking, can filter out part with statistical analysis process without
The data closed, decrease after these data are placed into data base until during statistical analysis the most disallowable and wasting of resources that causes with
The loss of time, accelerate uploading speed, it is possible to the analytical data to be counted of terminal is synchronized to service end with second rank, thus protects
The real-time of service end data statistic analysis, and the real-time of video data statistic analysis result are demonstrate,proved.
In another embodiment of method shown in the application, the form of described data at least includes necessary form, and S13 is to described
Described data in multiple task queues are standardized checking and include:
S131: described data are carried out format verification；
S132: when described packet is containing necessary form, to that comprise necessary form but be unsatisfactory for all call formats
Data carry out data conversion；
S133: when described data do not comprise necessary form, delete described data.
In the present embodiment, necessary form is the preset format that the data that the terminal that server receives is uploaded must are fulfilled for,
The dimension of this preset format and data statistic analysis and content (such as region dimension, member's rank dimension, play type dimension etc.
And watch the contents such as quantity, viewing duration, viewing number of times) relevant.If the form of certain data does not comprise necessary form, then show
These data are not required to the data added up, and can cause the waste of statistical analysis resource if being uploaded.
The data that terminal is uploaded, in addition to necessary form, also have extended formatting, and the part formed in other formats comprises
Information also in the range of statistical analysis, but need before statistical analysis, this form is changed, to form statistical analysis
The form for statistical analysis that equipment can receive.
The data that the present embodiment is uploaded by the terminal receiving server carry out format verification, can avoid discontented
The data of foot statistical analysis demand are uploaded to statistical analysis equipment and carry out the wasting of resources that statistical analysis causes；And by satisfied necessity
Form but extended formatting do not meet the data of statistical analysis requirement and carry out the form conversion of data so that it is can be statistically analyzed and set
For carrying out corresponding data process, the accuracy of statistic analysis result can be increased.
In another embodiment of method shown in the application, the described data in the plurality of task queue are marked by S13
Quasi-chemical examination card includes:
S134: supplementary to carrying out information by the data of format verification according to media resource data storehouse.
In the present embodiment, on call format, met the demand of statistical analysis by the data of format verification, but including
Disappearance is there may exist in appearance.Such as, server receives the event that the packet that terminal uploads contains is currently playing video
Program, if if statistical analysis equipment only gets the title of this video frequency program and carries out statistical analysis, its result obtained is not
Client can be met to data analysis demand under various dimensions, thus the decision-making making enterprise, client etc. helps less.Cause
This, before sending data to statistical analysis equipment, can pass through media resource data storehouse leading such as this video frequency program
Drill, act the leading role, write a play, film-maker, investor, duration etc. information are added to these data, strengthen the comprehensive of statistic analysis result
Property, reduce and also want when statistical analysis equipment carries out statistical analysis under these dimensions first to inquire about in media resource data storehouse
After again the information after inquiry is back to self and the trouble that is combined with initial data, reduce the work of data statistic analysis
Amount, accelerates the speed of data statistic analysis, thus improves the real-time of data statistic analysis.
In one alternative embodiment of method shown in the application, the described data in the plurality of task queue are carried out by S13
Standardization checking includes:
S135: when application affairs is current play channel in the data that described terminal is uploaded, from described media resource number
The programme information corresponding according to inquiring about described current play channel in storehouse, and described programme information is supplemented in described data.
In the present embodiment, the application affairs that the data that self terminal uploads include that comes received when server is currently playing
During channel, need from media resource data storehouse, inquire about the programme that the current play channel in these data is corresponding, and according to example
The time uploaded such as these data determines which the program in programme under the corresponding time is, thus may determine that working as in these data
The programme information that front broadcasting channel is corresponding.Wherein, current play channel has two kinds of forms, and a kind of is the current of cable TV station
Playing channel, such as CCTV-1, HNTV etc., another kind is the current play channel of network direct broadcasting, such as happy regard carousel platform,
Happy regarding physical culture etc..Which kind of form the current play channel that the data that tube terminal is not uploaded include is, playing channel has correspondence
Programme exist in media resource data storehouse.And the programme content of each channel broadcast every day is different, therefore, matchmaker
The programme that in body resource database, each channel is corresponding is required for timing and updates, to ensure the letter being supplemented to upload in data
Breath is correct information, so that the result of the statistical analysis of these data is had higher accuracy.
In the another embodiment of method shown in the application, the data verified by standardization in described data are stored in by S14
In data base and carry out statistical analysis and include:
S141: the data verified by standardization in described data are stored in different data bases, and offer connects accordingly
Mouth is for inquiry.
In the present embodiment, the data verified by standardization are put into different data bases by server, so that statistics
Analytical equipment carries out diversified statistical analysis to these data, meets the comprehensive demand of client, thus helps the phase of enterprise
Close decision-making.Such as, the data verified by standardization by receiving server carry out statistical analysis, when having obtained gold
Section inner core user watches suspense class South Korean TV soaps and ratio and the time burning brain class variety show is substantially increased, then can help enterprise
Make and introduce suspense class South Korean TV soaps more and burn the decision-making of brain class variety show.
It should be appreciated that the application is after method step shown in above-described embodiment, also include the number putting into data base
According to carrying out statistical analysis and the process of display statistic analysis result.Wherein, owing to providing different interfaces for inquiry, basis
Method shown in application embodiment can obtain multiple statistic analysis result chart when showing statistic analysis result, it is simple to makes client
Statistic analysis result can be perceive intuitively that.
It should be noted that for aforesaid each method embodiment, in order to be briefly described, therefore it is all expressed as a series of
Action merge, but those skilled in the art should know, the application is not limited by described sequence of movement because
According to the application, some step can use other orders or carry out simultaneously.Secondly, those skilled in the art also should know
Knowing, embodiment described in this description belongs to preferred embodiment, involved action and module not necessarily the application
Necessary.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not has the portion described in detail in certain embodiment
Point, may refer to the associated description of other embodiments.
Fig. 2 is the structural representation of the data statistic analysis system for intelligent terminal of the application one embodiment.This Shen
The data statistical analysis method for intelligent terminal described in please can be based on the data for intelligent terminal in the present embodiment
Statistical analysis system is implemented.As in figure 2 it is shown, this system includes data reception module 21, queue assignment module 22, standardization checking
Module 23 and enter library module 24.
Data reception module 21 is for receiving the data including system event and application affairs that multiple terminal is uploaded；
Queue assignment module 22 is for by the distribution extremely multiple task queues of described data；
Standardization authentication module 23 for being standardized checking to the described data in the plurality of task queue；
Enter library module 24 for the data verified by standardization in described data being stored in data base and adding up
Analyze.
The data statistic analysis system for intelligent terminal that the embodiment of the present application provides, receives many by receiver module 21
After the data that individual terminal is uploaded, by queue assignment module 22, the data that multiple terminals are uploaded are assigned to multiple task queue
In so that maintain order during multiple terminal upload data；Pass through before again the data in task queue being put into data base
Standardization authentication module 23 is standardized checking to these data, can filter out the number that part is unrelated with statistical analysis process
According to, decrease after these data are placed into data base until the most disallowable and that the cause wasting of resources was damaged with the time during statistical analysis
Lose, accelerate uploading speed, it is possible to the analytical data to be counted of terminal is synchronized to service end with second rank, thus ensure that clothes
The real-time of business end data statistical analysis, and the real-time of video data statistic analysis result.
The embodiment of the present application can be passed through hardware processor (hardware processor) and realize correlation function mould
Block.
The structure of a kind of data statistic analysis server 300 for intelligent terminal that Fig. 3 provides for the embodiment of the present application
Schematic diagram, the implementing of data statistic analysis server 300 for intelligent terminal is not done by the application specific embodiment
Limit.As it is shown on figure 3, this server 300 may include that
Processor (processor) 310, communication interface (Communications Interface) 320, memorizer
(memory) 330 and communication bus 340.Wherein:
Processor 310, communication interface 320 and memorizer 330 complete mutual communication by communication bus 340.
Communication interface 320, for the net element communication with such as client etc..
Processor 310, is used for the program that performs 332, specifically can perform the correlation step in said method embodiment.
Specifically, program 332 can include that program code, described program code include computer-managed instruction.
Processor 310 is probably a central processor CPU, or specific integrated circuit ASIC (Application
Specific Integrated Circuit), or it is configured to implement the one or more integrated electricity of the embodiment of the present application
Road.
In server in above-described embodiment:
Memorizer, is used for depositing computer-managed instruction；
Processor, for performing the computer-managed instruction of described memorizer storage, to perform:
Receive the data including system event and application affairs that multiple terminal is uploaded；
By the distribution of described data to multiple task queues；
Described data in the plurality of task queue are standardized checking；
The data verified by standardization in described data are stored in data base and carry out statistical analysis.
In another embodiment of system shown in the application, the form of described data at least includes necessary form, described standard
Change authentication module 23 to be used for:
Described data are carried out format verification；
When described packet is containing necessary form, to that comprise necessary form but be unsatisfactory for the data of all call formats and enter
Row data are changed；
When described data do not comprise necessary form, delete described data.
In the present embodiment, necessary form is the preset format that the data that the terminal that system receives is uploaded must are fulfilled for, should
Preset format is relevant to the dimension of data statistic analysis and content.If the form of certain data does not comprise necessary form, then show
These data are not required to the data added up, and can cause the waste of statistical analysis resource if being uploaded.The number that terminal is uploaded
According in addition to necessary form, also having extended formatting, the information that the part formed in other formats comprises is also at statistical analysis
In the range of, but need to be changed by this form before statistical analysis, with form that statistical analysis equipment can receive for uniting
The form that meter is analyzed.
The number that the present embodiment standardization authentication module 23 is uploaded by the terminal receiving the receiver module 21 in system
According to carrying out format verification, can avoid that the data being unsatisfactory for statistical analysis demand are uploaded to statistical analysis equipment and carry out statistical
The wasting of resources that analysis causes；Standardization authentication module 23 is not by meeting statistical analysis want satisfied necessary form but extended formatting
The data asked carry out the form conversion of data so that it is the equipment that can be statistically analyzed carries out corresponding data process, can increase
The accuracy of statistic analysis result.
In another embodiment of system shown in the application, described standardization authentication module 23 is for according to media resource data
Storehouse is supplementary to carrying out information by the data of format verification.
In the present embodiment, on call format, met the demand of statistical analysis by the data of format verification, but including
Disappearance is there may exist in appearance.Such as, system receives the event that the packet that terminal uploads contains is currently playing video joint
Mesh, if if statistical analysis equipment only gets the title of this video frequency program and carries out statistical analysis, its result obtained can not
Meet client to data analysis demand under various dimensions, thus the decision-making making enterprise, client etc. helps less.Therefore,
Before sending data to statistical analysis equipment, will such as can be somebody's turn to do from media resource data storehouse by standardization authentication module
The director of video frequency program, act the leading role, write a play, film-maker, investor, duration etc. information are added to these data, strengthen statistical
Analyse the comprehensive of result, reduce statistical analysis equipment and carry out also wanting first in media resource data during statistical analysis under these dimensions
Again the information after inquiry is back to self and the trouble that is combined with initial data after storehouse is inquired about, reduces data statistics
The workload analyzed, accelerates the speed of data statistic analysis, thus improves the real-time of data statistic analysis.
In one alternative embodiment of system shown in the application, described standardization authentication module is for uploading in described terminal
When application affairs is current play channel in data, from described media resource data storehouse, inquire about described current play channel corresponding
Programme information, and described programme information is supplemented in described data.
In the present embodiment, carry out, when what the receiver module 21 of system received, the application affairs that the data that self terminal uploads include
During for current play channel, need from media resource data storehouse, inquire about the program that the current play channel in these data is corresponding
Single, and which the program determined in programme under the corresponding time according to the time that such as these data are uploaded is, thus may determine that
The programme information that current play channel in these data is corresponding.Wherein, current play channel has two kinds of forms, and one is wired
The current play channel of television station, such as CCTV-1, HNTV etc., another kind is the current play channel of network direct broadcasting, example
If happy carousel platform, the pleasure of regarding is regarding physical culture etc..Which kind of form the current play channel that the data that tube terminal is not uploaded include is, plays
Channel is with the presence of in corresponding programme media resource data storehouse.And the programme content of each channel broadcast every day is not
With, therefore, the programme that in media resource data storehouse, each channel is corresponding is required for regular update, to ensure to be supplemented to
The information passed in data is correct information so that the result of the statistical analysis of these data is had higher accurate
Property.
In the another embodiment of system shown in the application, described in enter library module 24 for described data passing through standardization
The data of checking are stored in different data bases, and provide corresponding interface for inquiry.
In the present embodiment, enter library module 24 and the data verified by standardization are put into different data bases, so that
Statistical analysis equipment carries out diversified statistical analysis to these data, meets the comprehensive demand of client, thus helps enterprise
Relevant Decision.Such as, carry out statistical analysis by the data verified by standardization that system is received, obtained gold
Period inner core user watches suspense class South Korean TV soaps and ratio and the time burning brain class variety show is substantially increased, then can help enterprise
Industry is made and is introduced suspense class South Korean TV soaps more and burn the decision-making of brain class variety show.
It should be appreciated that the application system embodiment is in addition to including system module shown in said system embodiment, also
Including statistical analysis module and the knot of display statistic analysis result for the data putting into data base being carried out statistical analysis
Really display module.Wherein, owing to providing different interfaces for inquiry, the result display mould of system shown in the embodiment of the present application
Block can show multiple statistic analysis result chart, it is simple to enables a customer to be perceive intuitively that statistic analysis result.
Fig. 4 is the particular flow sheet of the data statistical analysis method for intelligent terminal of the application one embodiment.Such as Fig. 4
Shown in, the method includes:
Step 401: terminal passes through interface reported data, and it is medium pending that reported data is put into queue by service end.
Step 402: service end takes out reported data in queue the most successively, carries out format verification；If being tested by form
Card, enters step 404；Otherwise, step 403 is entered.
Step 403: the data that format verification is failed, directly abandons, and flow process terminates.
Step 404: necessary form exists, but does not meets the data of standard of entering refirigeration, carries out step 406.
Step 405: necessary form exists, and meets the data of standard of entering refirigeration, enters step 409.
Step 406: data are supplemented by (matchmaker provides storehouse) from media resource data storehouse, makes data form meet warehouse-in mark
Accurate.
Step 407: the played data of television station be associated with playbill data, obtains currently playing program letter
Breath.
Step 408: after information has been supplemented, enters step 409.
Step 409: data all stored in different data bases, for the inquiry of different demands.
Step 410: the channel information of the terminal being recorded in data base, carries out programme content more automatically according to programme
Newly.
Step 411: the terminal data playing television station in data base carries out batch updating.
Step 412: provide query interface to various query demands.
Embodiment of the method described above is only schematically, and the wherein said unit illustrated as separating component can
To be or to may not be physically separate, the parts shown as unit can be or may not be physics list
Unit, i.e. may be located at a place, or can also be distributed on multiple NE.Can be selected it according to the actual needs
In some or all of module realize the purpose of the present embodiment scheme.Those of ordinary skill in the art are not paying creativeness
Work in the case of, be i.e. appreciated that and implement.
By the description of above embodiment, those skilled in the art is it can be understood that can be by each embodiment
Software adds the mode of required general hardware platform and realizes, naturally it is also possible to pass through hardware.Based on such understanding, above-mentioned skill
The part that prior art is contributed by art scheme the most in other words can embody with the form of software product, this calculating
Machine software product can store in a computer-readable storage medium, such as ROM/RAM, magnetic disc, CD etc., uses including some instructions
So that computer equipment (can be personal computer, server, or the network equipment etc.) perform each embodiment or
The method described in some part of person's embodiment.
Those skilled in the art are it should be appreciated that embodiments herein can be provided as method, system or computer program
Product.Therefore, the reality in terms of the application can use complete hardware embodiment, complete software implementation or combine software and hardware
Execute the form of example.And, the application can use at one or more computers wherein including computer usable program code
The shape of the upper computer program implemented of usable storage medium (including but not limited to disk memory and optical memory etc.)
Formula.
The application is with reference to method, equipment (system) and the flow process of computer program according to the embodiment of the present application
Figure and/or block diagram describe.It should be understood that can the most first-class by computer program instructions flowchart and/or block diagram
Flow process in journey and/or square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided
Instruction arrives the processor of general purpose computer, special-purpose computer, Embedded Processor or other programmable data processing device to produce
A raw machine so that the instruction performed by the processor of computer or other programmable data processing device is produced for real
The device of the function specified in one flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple square frame now.
These computer program instructions may be alternatively stored in and computer or other programmable data processing device can be guided with spy
Determine in the computer-readable memory that mode works so that the instruction being stored in this computer-readable memory produces and includes referring to
Make the manufacture of device, this command device realize at one flow process of flow chart or multiple flow process and/or one square frame of block diagram or
The function specified in multiple square frames.These computer program instructions also can be loaded into computer or other programmable datas process and set
It is standby upper so that on computer or other programmable devices, execution sequence of operations step is to produce computer implemented process,
Thus the instruction performed on computer or other programmable devices provides for realizing at one flow process of flow chart or multiple stream
The step of the function specified in journey and/or one square frame of block diagram or multiple square frame.
Last it is noted that above example is only in order to illustrate the technical scheme of the application, it is not intended to limit；Although
With reference to previous embodiment, the application is described in detail, it will be understood by those within the art that: it still may be used
So that the technical scheme described in foregoing embodiments to be modified, or wherein portion of techniques feature is carried out equivalent；
And these amendment or replace, do not make appropriate technical solution essence depart from the application each embodiment technical scheme spirit and
Scope.
Claims (10)
1., for the data statistical analysis method of intelligent terminal, described method includes:
Receive the data including system event and application affairs that multiple terminal is uploaded；
By the distribution of described data to multiple task queues；
Described data in the plurality of task queue are standardized checking；
The data verified by standardization in described data are stored in data base and carry out statistical analysis.
Method the most according to claim 1, wherein, the form of described data at least includes necessary form, described to described
Described data in multiple task queues are standardized checking and include:
Described data are carried out format verification；
When described packet is containing necessary form, to that comprise necessary form but be unsatisfactory for the data number of all call formats
According to conversion；
When described data do not comprise necessary form, delete described data.
Described data in the plurality of task queue wherein, described are carried out standard by method the most according to claim 2
Chemical examination card includes:
Supplementary to carrying out information by the data of format verification according to media resource data storehouse.
Described data in the plurality of task queue wherein, described are carried out standard by method the most according to claim 3
Chemical examination card includes:
When in the data that described terminal is uploaded, application affairs is current play channel, inquire about from described media resource data storehouse
The programme information that described current play channel is corresponding, and described programme information is supplemented in described data.
5. according to the method according to any one of claim 1-4, wherein, described will described data be verified by standardization
Data are stored in data base and carry out statistical analysis and include:
The data verified by standardization in described data are stored in different data bases, and provide corresponding interface for looking into
Ask.
6., for the data statistic analysis system of intelligent terminal, described system includes:
Data reception module, for receiving the data including system event and application affairs that multiple terminal is uploaded；
Queue assignment module, for by the distribution extremely multiple task queues of described data；
Standardization authentication module, for being standardized checking to the described data in the plurality of task queue；
Enter library module, for the data verified by standardization in described data being stored in data base and carrying out statistical analysis.
System the most according to claim 6, wherein, the form of described data at least includes necessary form, described standardization
Authentication module is used for:
Described data are carried out format verification；
When described packet is containing necessary form, to that comprise necessary form but be unsatisfactory for the data number of all call formats
According to conversion；
When described data do not comprise necessary form, delete described data.
System the most according to claim 7, wherein, described standardization authentication module is for according to media resource data storehouse pair
Carry out information by the data of format verification to supplement.
System the most according to claim 8, wherein, described standardization authentication module is for the data uploaded in described terminal
When middle application affairs is current play channel, from media resource data storehouse, inquire about the program letter that described current play channel is corresponding
Breath, and described programme information is supplemented in described data.
10. enter library module described according to the system according to any one of claim 6-9, wherein, for by logical in described data
The data crossing standardization checking are stored in different data bases, and provide corresponding interface for inquiry.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610471112.4A CN106168956A (en) | 2016-06-24 | 2016-06-24 | data statistical analysis method and system for intelligent terminal |
| PCT/CN2016/100156 WO2017219527A1 (en) | 2016-06-24 | 2016-09-26 | Data statistical analysis method and system for an intelligent terminal |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610471112.4A CN106168956A (en) | 2016-06-24 | 2016-06-24 | data statistical analysis method and system for intelligent terminal |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN106168956A true CN106168956A (en) | 2016-11-30 |
Family
ID=58064886
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610471112.4A Pending CN106168956A (en) | 2016-06-24 | 2016-06-24 | data statistical analysis method and system for intelligent terminal |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN106168956A (en) |
| WO (1) | WO2017219527A1 (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109241263A (en) * | 2018-08-31 | 2019-01-18 | 重庆水利电力职业技术学院 | A kind of big data statistical analysis system and its workflow |
| CN110633293A (en) * | 2019-09-02 | 2019-12-31 | 深圳数位传媒科技有限公司 | Off-line computing method and device, storage medium and computer equipment |
| CN111090879A (en) * | 2019-12-05 | 2020-05-01 | 达闼科技成都有限公司 | Data processing method, device, readable storage medium, electronic equipment and system |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110059304B (en) * | 2018-01-19 | 2024-05-24 | 北京搜狗科技发展有限公司 | Data processing method, device, electronic equipment and storage medium |
| CN112860426B (en) * | 2019-11-28 | 2024-03-01 | 杭州海康消防科技有限公司 | Intelligent analysis method, intelligent analysis device, electronic equipment and readable storage medium |
| CN112131611B (en) * | 2020-09-14 | 2024-02-06 | 北京锐安科技有限公司 | Data correctness verification method, device, equipment, system and storage medium |
| CN113821513A (en) * | 2021-09-18 | 2021-12-21 | 阿里巴巴（中国）有限公司 | Data processing method, device and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101944118A (en) * | 2010-09-21 | 2011-01-12 | 深圳市佳创视讯技术股份有限公司 | Viewer behavior analysis system |
| CN104410877A (en) * | 2014-11-28 | 2015-03-11 | 北京国双科技有限公司 | Method and device for processing user behavior data of network television |
| CN104936023A (en) * | 2015-06-11 | 2015-09-23 | 嘉兴市广播电视集团 | Big data collecting and analyzing method and system of digital television user behavior |
| CN105426478A (en) * | 2015-11-18 | 2016-03-23 | 四川长虹电器股份有限公司 | Method for user behavior analysis |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| FR2897218B1 (en) * | 2006-02-07 | 2008-07-04 | Mediametrie Sa | MEDIA HEARING MEASUREMENT SYSTEM ON AT LEAST ONE INTERNET COMMUNICATION NETWORK |
| CN101477526B (en) * | 2008-12-31 | 2011-09-21 | 中兴通讯股份有限公司 | Method and system for implementing statistical forms customization |
| CN102231850B (en) * | 2011-07-08 | 2014-04-02 | 深圳市龙视传媒有限公司 | Digital television terminal management system and method |
| CN105279206A (en) * | 2014-07-25 | 2016-01-27 | 北京龙源创新信息技术有限公司 | Intelligent recommendation method and system |
-
2016
- 2016-06-24 CN CN201610471112.4A patent/CN106168956A/en active Pending
- 2016-09-26 WO PCT/CN2016/100156 patent/WO2017219527A1/en active Application Filing
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101944118A (en) * | 2010-09-21 | 2011-01-12 | 深圳市佳创视讯技术股份有限公司 | Viewer behavior analysis system |
| CN104410877A (en) * | 2014-11-28 | 2015-03-11 | 北京国双科技有限公司 | Method and device for processing user behavior data of network television |
| CN104936023A (en) * | 2015-06-11 | 2015-09-23 | 嘉兴市广播电视集团 | Big data collecting and analyzing method and system of digital television user behavior |
| CN105426478A (en) * | 2015-11-18 | 2016-03-23 | 四川长虹电器股份有限公司 | Method for user behavior analysis |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109241263A (en) * | 2018-08-31 | 2019-01-18 | 重庆水利电力职业技术学院 | A kind of big data statistical analysis system and its workflow |
| CN110633293A (en) * | 2019-09-02 | 2019-12-31 | 深圳数位传媒科技有限公司 | Off-line computing method and device, storage medium and computer equipment |
| CN111090879A (en) * | 2019-12-05 | 2020-05-01 | 达闼科技成都有限公司 | Data processing method, device, readable storage medium, electronic equipment and system |
| CN111090879B (en) * | 2019-12-05 | 2023-07-21 | 达闼机器人股份有限公司 | Data processing method, device, readable storage medium, electronic equipment and system |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2017219527A1 (en) | 2017-12-28 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106168956A (en) | data statistical analysis method and system for intelligent terminal | |
| CN110784759B (en) | Bullet screen information processing method and device, electronic equipment and storage medium | |
| CN106791963B (en) | Television program recommendation method and system | |
| CN103229515A (en) | System and method for providing content-associated information associated with broadcast content | |
| JP7053655B2 (en) | Target content placement using overlays | |
| CN103458275A (en) | Real-time interaction digital television information recommendation system and method | |
| CN110602514B (en) | Live channel recommendation method and device, electronic equipment and storage medium | |
| US20150289021A1 (en) | System and method for collecting viewer opinion information | |
| CN108475283A (en) | Text Text summarization for searching for multiple video flowings | |
| US20170169062A1 (en) | Method and electronic device for recommending video | |
| CN104918061A (en) | Television channel identification method and system | |
| CN105808182A (en) | Display control method and system, advertisement breach judging device and video and audio processing device | |
| CN106028070A (en) | Live broadcast or carousel channel recommending method and device and video server | |
| CN112380391A (en) | Video processing method and device based on Internet of things, electronic equipment and storage medium | |
| WO2022247906A1 (en) | Live-streaming processing method, live-streaming platform, and apparatus, system, medium and device | |
| CN109062807B (en) | Method and device for testing application program, storage medium and electronic device | |
| CN103918277B (en) | The system and method for the confidence level being just presented for determining media item | |
| CN105916048A (en) | Method, server and client for associating program video with article | |
| CN111046292A (en) | Live broadcast recommendation method and device, computer-readable storage medium and electronic device | |
| CN109428910A (en) | A kind of data processing method, apparatus and system | |
| CN106303591B (en) | A kind of video recommendation method and device | |
| CN113626624B (en) | Resource identification method and related device | |
| CN109168043B (en) | Method, equipment and system for displaying recommendation information | |
| CN103457944A (en) | Method and device for pushing information and server | |
| US10771848B1 (en) | Actionable contents of interest |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20161130 |
|
| WD01 | Invention patent application deemed withdrawn after publication |