CN109450999A - A kind of cloud cuts account data analysis method and system - Google Patents

A kind of cloud cuts account data analysis method and system Download PDF

Info

Publication number
CN109450999A
CN109450999A CN201811259690.7A CN201811259690A CN109450999A CN 109450999 A CN109450999 A CN 109450999A CN 201811259690 A CN201811259690 A CN 201811259690A CN 109450999 A CN109450999 A CN 109450999A
Authority
CN
China
Prior art keywords
account
publication
information
effective
amount
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
Application number
CN201811259690.7A
Other languages
Chinese (zh)
Inventor
陈镇诚
邱理
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen million curtain Mdt InfoTech Ltd.
Original Assignee
Beijing Yimu Information Technology Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Beijing Yimu Information Technology Co Ltd filed Critical Beijing Yimu Information Technology Co Ltd
Priority to CN201811259690.7A priority Critical patent/CN109450999A/en
Publication of CN109450999A publication Critical patent/CN109450999A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/535Tracking the activity of the user
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01Social networking
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • H04L41/142Network analysis or design using statistical or mathematical methods
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/04Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/53Network services using third party service providers

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Primary Health Care (AREA)
  • General Business, Economics & Management (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Health & Medical Sciences (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Computing Systems (AREA)
  • Economics (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Algebra (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Pure & Applied Mathematics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The present invention provides a kind of clouds to cut account data analysis method and corresponding system, multiple sub- accounts in social media (especially microblogging) under same total account can be managed simultaneously, and by material transaction and income and expenses, situation and audient are interacted between account and bean vermicelli situation counts, analyze the temperature situation of the propagation condition of announced information and the account of release information, to the influence degree and progress for releasing news and issuing account, the feature distribution and variation tendency of concern crowd understands, reference is provided to adjust publishing policy for the later period, targetedly to carry out information publication, consequently facilitating expanding the range that information is propagated, improve the effect of publicity.

Description

A kind of cloud cuts account data analysis method and system
Technical field
The invention belongs to Internet communication analysis field, in particular to a kind of cloud cuts account data analysis method and system.
Background technique
With the development of social networks, New Media Era has been stepped into information propagation, and the publication of public information is also to fragment type Develop with the direction of divergence expression.Incident is exactly to occur a large amount of account information and account in the network platforms such as microblogging Between magnanimity interactive information.The media for having certain scale often have greatly the phenomenon that division of labor refinement, past under media primary account number Toward with multiple sub- accounts for being responsible for the different division of labor;And the evaluation method of social media account is concentrated mainly at present single In the concerned degree of information prevalence and account of account, synthesis can not be carried out to such radioactive organizational form and commented Valence, therefore, it is difficult to Strategy for information issuing is adjusted flexibly.
Summary of the invention
In order to solve the above-mentioned technical problems, the present invention provides a kind of clouds to cut account data analysis method and system.
Specific technical solution of the present invention is as follows:
One aspect of the present invention provides a kind of cloud and cuts account data analysis method, includes the following steps:
S1: creating at least one sub- account under total account, or existing account is added to the sub- account of total account; Account title, password are set for each sub- account, and initiate mode is set, opens function privilege;By the sub- account with Total account binding, the account after binding can carry out data sharing;
S2: material, production information to be released are obtained from material database, the information to be released includes editing video and text At least one of illustrate, and select at least one from total account and the sub- account, to the information to be released into Row publication, has been released news, and described released news is uploaded in material database as material;
S3: the material Transaction Information and income and expenses of total account and all sub- accounts are counted and is divided Analysis;
S4: one hop count threshold value of setting, when the hop count to have released news is more than the hop count threshold When value, the propagation condition after the publication that released news is counted and analyzed;
S5: the temperature situation of the publication account after the publication that released news is counted and is analyzed, the heat Degree situation includes bean vermicelli information in account interaction situation and account;
S6: according to the propagation condition and the temperature situation, analyze the liveness of the publication account, transmissibility and Coverage, and the influence power of the publication account is evaluated accordingly.
Further, the specific method is as follows by step S4:
S4.1: one hop count threshold value of setting, when the hop count to have released news is more than the hop count When threshold value, into operations described below:
S4.2: it to the amount of reading to have released news, playback volume, transfer amount and thumbs up number and counts, and therefrom Effective information is filtered out, effective reading amount, effective playback volume and effective transfer amount are obtained;
S4.3: according to forwarding situation, the analysis forwarding level to have released news, and calculate the level forwarding of each level Amount;
S4.4: counting the account of the covering that released news, and node is propagated in analysis, filters out crucial propagation account Number and be ranked up, while obtaining the interaction variation tendency in a period of time;
S4.5: to publication account and effective number of fans of account and the essential information of bean vermicelli is forwarded to be counted and divided Analysis obtains Regional Distribution, sex ratio and the user type distribution of bean vermicelli.
Further, the crucial sortord for propagating account is as follows: by the crucial account of propagating according to user class Type is classified, and successively comments on number according to effective forwarding number, effectively and thumb up number being ranked up in each classification.
Further, the specific method is as follows by step S5:
S5.1: to the homepage for issuing account to the access within current time after the publication that released news Amount, amount of reading, transfer amount, comment amount, playback volume and number of fans are counted, and are screened out from it effective information, are had It imitates amount of reading, effective transfer amount, effective comment amount and has a net increase of number of fans;
S5.2: analysis effective reading amount, effective transfer amount, effective comment amount and number of fans is had a net increase of whithin a period of time Variation tendency;
S5.3: statistics and analysis is carried out to the essential information for having bean vermicelli of the publication account, obtains the region point of bean vermicelli Cloth comes source distribution, sex ratio, age distribution, constellation and user type distribution;
S5.4: to it is described publication account issue it is all released news and to other accounts issue forwarding, comment, Information is thumbed up to be counted.
Further, the propagation condition and the temperature situation are showed in graphical form.
Further, the specific method is as follows by step S6:
S6.1: according to it is described publication account for a period of time in released news and actively be forwarded and comment on have Item number is imitated, liveness of the publication account within this time is analyzed;
S6.2: the effective item number for being forwarded and being commented within this time according to the publication account and effective people Number analyzes transmissibility of the publication account within this time;
S6.3: number of fans is enlivened within this time according to the publication account, analyzes the publication account in the section Coverage in time;
S6.4: according to liveness, transmissibility and coverage, influence of the publication account within this time is evaluated Power.
Another aspect of the present invention provides a kind of cloud and cuts account data analysis system, including following part:
Account management module for creating at least one sub- account under total account, or existing account is added to described The sub- account of total account;Account title, password are set for each sub- account, and initiate mode is set, opens function privilege;
Share account binding module, for binding the sub- account and the total account, the account after binding can be into Row data sharing;
Release module, for making information to be released, the information to be released includes in editing video and explanatory note At least one, and at least one is selected from total account and the sub- account, the information to be released is issued, is obtained To having released news;
Material management module for obtaining the material to make information to be released from material database, and has been sent out described Cloth information is uploaded in material database as material;Simultaneously to the material Transaction Information of total account and all sub- accounts Statistics and analysis is carried out with income and expenses;
Statistical module, for the effective reading amount after the publication that released news, effective playback volume, effectively forwarding Effective number of fans, homepage browse amount, user's amount of access and the publication of amount, effective comment amount and the publication account Interactive information between account and other accounts is counted;
Analysis module, the statistical data for being obtained according to the statistical module, to the propagation feelings to have released news The temperature situation of condition and the publication account is analyzed;
Evaluation module, for according to the propagation condition and the temperature situation, analyze the publication account liveness, Transmissibility and coverage, and the influence power of the publication account is evaluated accordingly.
Further, the statistical module includes following part:
Judging unit, for a hop count threshold value to be arranged, when the hop count to have released news is more than described It, could be for statistical analysis when hop count threshold value;
Operation statistics unit, for effective reading amount, the effective playback volume, effective turn after the publication that released news Interactive information between hair amount, effective comment amount and the publication account and other accounts is counted;
Bean vermicelli statistic unit is carried out for effective number of fans, homepage browse amount, the user's amount of access to the publication account Statistics;
The analysis module includes following part:
Analytical unit is propagated, it is described for the propagation condition after the publication that released news to be counted and analyzed Propagation condition includes interactive information and coverage information;
Temperature analytical unit is counted for the temperature situation to the publication account after the publication that released news And analyze, the temperature situation includes bean vermicelli information in account interaction situation and account.
Further, the analysis module also includes the following:
Chart generation unit, for showing the propagation condition and the temperature situation in graphical form.
Further, the evaluation module includes following part:
Liveness analytical unit, for the release information and actively progress interior for a period of time according to the publication account Effective item number of forwarding and comment analyzes liveness of the publication account within this time;
Transmissibility analytical unit, according to publication account effective item number for being forwarded and commented within this time with And efficiently individual quantity, analyze transmissibility of the publication account within this time;
Coverage analytical unit enlivens number of fans within this time according to the publication account, analyzes the publication Coverage of the account within this time;
Influence power evaluation unit evaluates the publication account in this time according to liveness, transmissibility and coverage Interior influence power.
Beneficial effects of the present invention are as follows: the present invention provides a kind of clouds to cut account data analysis method and corresponding system System, can manage multiple sub- accounts in social media (especially microblogging) under same total account, and by trading to material simultaneously Situation and audient are interacted between income and expenses, account and bean vermicelli situation counts, and analyze the propagation feelings of announced information The temperature situation of the account of condition and release information to the influence degree and progress for releasing news and issuing account, pays close attention to crowd Feature distribution and variation tendency understood, thus for the later period adjust publishing policy reference is provided, so as to targetedly into Row information publication, consequently facilitating expanding range, raising the effect of publicity that information is propagated.
Detailed description of the invention
Fig. 1 is the flow chart that a kind of cloud described in embodiment 1 cuts account data analysis method;
Fig. 2 is the flow chart that a kind of cloud as described in example 2 cuts step S4 in account data analysis method;
Fig. 3 is the flow chart that a kind of cloud as described in example 4 cuts step S5 in account data analysis method;
Fig. 4 cuts the structural schematic diagram of account data analysis system for a kind of cloud described in embodiment 5;
Fig. 5 cuts the structural schematic diagram of account data analysis system for a kind of cloud described in embodiment 6;
Fig. 6 cuts the structural schematic diagram of evaluation module in account data analysis system for a kind of cloud described in embodiment 7.
Specific embodiment
Invention is further described in detail with following embodiment with reference to the accompanying drawing.
Embodiment 1
As shown in Figure 1, the embodiment of the present invention 1, which provides a kind of cloud, cuts account data analysis method, include the following steps:
S1: creating at least one sub- account under total account, or existing account is added to the sub- account of total account;It is every Account title, password is arranged in a sub- account, and initiate mode is arranged, opens function privilege;Share account binding module, being used for will The sub- account and total account are bound, and the account after binding can carry out data sharing;
S2: material, production information to be released are obtained from material database, the information to be released includes editing video and text At least one of illustrate, and select at least one from total account and the sub- account, to the information to be released into Row publication, has been released news, and described released news is uploaded in material database as material;
S3: the material Transaction Information and income and expenses of total account and all sub- accounts are counted and is divided Analysis;
Material in material database may be configured as freely using, and can also collect certain expense, and equally, publication account uploads it Material into material database may also require that user pays certain expense;Therefore, to all accounts in compass of competency in element Material trading situation and income and expenses are analyzed, and the trading environment for safeguarding material is facilitated, and legal resource is protected to provide this benefit Benefit, while the usage trend of material is understood, to adjust management and using the strategy of material;
S4: one hop count threshold value of setting, when the hop count to have released news is more than hop count threshold value, to Propagation condition after release information publication is counted and is analyzed, and propagation condition includes interactive information (including what is released news Effective reading amount, effective playback volume, effective transfer amount, effective comment amount, the amount of thumbing up and forwarding level) and coverage information (hair The essential information of the effective number of fans and bean vermicelli of cloth account and forwarding account);
S5: the temperature situation for issuing account after the publication that released news is counted and is analyzed, temperature situation includes account Number interaction situation (including publication account in homepage browse amount, user's amount of access and publication account and other accounts between Interactive information) and account in bean vermicelli information (essential information including number of fans amount situation of change, bean vermicelli source and bean vermicelli);
S6: according to propagation condition and temperature situation, liveness, transmissibility and the coverage of analysis publication account, and according to The influence power of this evaluation publication account.
It present embodiments provides a kind of cloud and cuts account data analysis method, social media (especially microblogging) can be managed simultaneously In multiple sub- accounts under same total account analyze announced letter and by counting to interaction situation and bean vermicelli situation The temperature situation of the account of the propagation condition and release information of breath, to release news and publication account influence degree and into Exhibition, the feature distribution of concern crowd and variation tendency understand, so that adjusting publishing policy for the later period provides reference, to have Information publication is pointedly carried out, consequently facilitating expanding range, raising the effect of publicity that information is propagated.
Embodiment 2
As shown in Fig. 2, embodiment 2 discloses a kind of cloud on the basis of embodiment 1 cuts account data analysis method, the reality It applies example 2 to further define in step S1, the specific method is as follows by step S4:
S4.1: one hop count threshold value (preferably 20 times) of setting, when the hop count to have released news is more than forwarding When frequency threshold value, into operations described below;
S4.2: it to the amount of reading to have released news, playback volume, transfer amount and thumbs up number and counts, and therefrom screen Effective information out obtains effective reading amount, effective playback volume and effective transfer amount and (excludes waterborne troops, advertisement, rubbish marketing, deadlock Corpse bean vermicelli and flame etc.), the range of propagation is understood with this;
S4.3: according to forwarding situation, analyzing the forwarding level to have released news (is directly first from publication account forwarding Level, secondary forwarding are the second level, and so on), and the level transfer amount of each level is calculated, the depth of propagation is understood with this Degree;
S4.4: counting the account for the covering that released news, analysis propagation node (publication account is root node, the The account of one level is one layer of forward node, and the account of the second level is two layers of forward node, and so on), filter out key It propagates account and is ranked up, while the interaction for obtaining in a period of time (such as in one day, in 72h, in one week, in January) becomes Change trend, the sortord that key propagates account are as follows: key is propagated account, and according to user type, (ordinary user, orange V are used Family, blue V user) classify, number is successively commented on according to effective forwarding number, effectively and thumbs up number in each classification is arranged Sequence (such as: 1 forwarding number 20 of user, comment number 2 thumb up number 6, and 2 forwarding number 2 of user, thumbs up number 2 at comment number 8, and user 3 forwards Number 2, thumbs up number 10 at comment number 0, then is ordered as user 1- user 2- user 3);
S4.5: to publication account and effective number of fans of account and the essential information of bean vermicelli is forwarded to be counted and divided Analysis obtains Regional Distribution, sex ratio and the user type distribution of bean vermicelli, to understand the crowd characteristic for paying close attention to the information.
It for above-mentioned statistical information, graphically can intuitively be showed, such as transfer amount, comment amount, be thumbed up Amount can use histogram, and forwarding level and propagation node can use dendrogram, and interaction variation tendency can use curve graph, bean vermicelli class Type and sex ratio can use cake chart, and Regional Distribution can use thematic maps etc..
Embodiment 3
Embodiment 3 discloses a kind of cloud on the basis of embodiment 1 and cuts account data analysis method, the embodiment 3 into one Step defines step S5, and the specific method is as follows:
S5.1: to publication account homepage released news publication after within current time amount of access, amount of reading, Transfer amount, comment amount, playback volume and number of fans are counted, and are screened out from it effective information and (are excluded waterborne troops, advertisement, rubbish Rubbish marketing, corpse bean vermicelli and flame etc.), it obtains effective reading amount, effective transfer amount, effective comment amount and has a net increase of powder Silk number;
S5.2: effective reading amount, effective transfer amount, effective comment amount are analyzed and has a net increase of number of fans whithin a period of time The variation tendency of (such as in one day, in 72h, in one week, in January);
S5.3: carrying out statistics and analysis to the essential information for having bean vermicelli of publication account, obtains the Regional Distribution of bean vermicelli, comes Source distribution, sex ratio, age distribution, constellation and user type distribution, to understand the group spy for paying close attention to the account Sign;
S5.4: all forwardings for having released news and having issued to other accounts for issuing to publication account are commented on, are thumbed up Information is counted, to evaluate the active degree of publication account itself.
For above-mentioned statistical information, graphically can also intuitively be showed, for example, amount of access, amount of reading, turn Hair amount, comment amount, playback volume and number of fans can use histogram, and the variation tendency of mutual momentum and number of fans can use curve Figure, bean vermicelli type, come source distribution, sex ratio, age distribution and constellation can be with cake chart, Regional Distribution can be used Thematic maps etc..
Embodiment 4
As shown in figure 3, embodiment 4 discloses a kind of cloud on the basis of embodiment 1 cuts account data analysis method, the reality Example 4 is applied to further define step S6 the specific method is as follows:
S6.1: according to the effective item to have released news and be actively forwarded and comment on that publication account is interior for a period of time Number, liveness of the analysis publication account within this time;
S6.2: the effective item number and efficiently individual quantity for being forwarded and being commented within this time according to publication account, point Transmissibility of the analysis publication account within this time;
S6.3: number of fans is enlivened within this time according to publication account, analysis publication account is within this time Coverage;
S6.4: according to liveness, transmissibility and coverage, influence power of the evaluation publication account within this time.
The statistical data of influence power is as unit of day, therefore the contributive rate obtained should not include the data on the same day.Pass through A series of above-mentioned evaluation procedures can effectively judge degree of influence of the concerned account numbers in the social media of New Media Era, To adjust publishing policy as needed.
Embodiment 5
As shown in figure 4, the embodiment of the present invention 5, which provides a kind of cloud, cuts account data analysis system, including following part:
Account management module 1 is added to general ledger for creating at least one sub- account under total account, or by existing account Number sub- account;Account title, password are set for every sub- account, and initiate mode is set, opens function privilege;
Share account binding module 2, for binding the sub- account and the total account, the account after binding can be into Row data sharing;
Release module 3, for making information to be released, information to be released include in editing video and explanatory note at least One kind, and at least one is selected from total account and sub- account, it treats release information and is issued, released news;
Material management module 4 for obtaining the material to make information to be released from material database, and has been sent out described Cloth information is uploaded in material database as material;Simultaneously to the material Transaction Information of total account and all sub- accounts Statistics and analysis is carried out with income and expenses;
Statistical module 5, for released news publication after effective reading amount, effective playback volume, effective transfer amount, have Imitate comment amount, and effective number of fans, homepage browse amount, user's amount of access and the publication account and other accounts of publication account Between interactive information counted;
Analysis module 6, the statistical data for being obtained according to statistical module 5, to the propagation condition to have released news and The temperature situation of publication account is analyzed;
Evaluation module 7, for according to propagation condition and temperature situation, the liveness of analysis publication account, transmissibility and Coverage, and the influence power of evaluation publication account accordingly.
It present embodiments provides a kind of cloud and cuts account data analysis system, social media (especially microblogging) can be managed simultaneously In multiple sub- accounts under same total account analyze announced letter and by counting to interaction situation and bean vermicelli situation The temperature situation of the account of the propagation condition and release information of breath, to release news and publication account influence degree and into Exhibition, the feature distribution of concern crowd and variation tendency understand, so that adjusting publishing policy for the later period provides reference, to have Information publication is pointedly carried out, consequently facilitating expanding range, raising the effect of publicity that information is propagated.
Embodiment 6
As shown in figure 5, embodiment 6 discloses a kind of cloud on the basis of embodiment 5 cuts account data analysis system, the reality Applying example 6 and further defining statistical module 5 includes following part:
Judging unit 51, for a hop count threshold value to be arranged, when the hop count to have released news is more than forwarding time It, could be for statistical analysis when number threshold value;
Operation statistics unit 52, for the effective reading amount after the publication that released news, effective playback volume, effectively forwarding Interactive information between amount, effective comment amount and publication account and other accounts is counted;
Bean vermicelli statistic unit 53 is united for effective number of fans, homepage browse amount, the user's amount of access to publication account Meter;
Analysis module 6 includes following part:
Analytical unit 61 is propagated, for the propagation condition after the publication that released news to be counted and analyzed, propagates feelings Condition includes interactive information and coverage information;
Temperature analytical unit 62, for the temperature situation for issuing account after the publication that released news to be counted and divided Analysis, temperature situation include bean vermicelli information in account interaction situation and account;
Chart generation unit 63, for showing propagation condition and temperature situation in graphical form.
Embodiment 7
As shown in fig. 6, embodiment 7 discloses a kind of cloud on the basis of embodiment 5 cuts account data analysis system, the reality Applying example 7 and further defining evaluation module 7 includes following part:
Liveness analytical unit 71, for being turned according to publication account release information interior for a period of time and active Effective item number of hair and comment, liveness of the analysis publication account within this time;
Transmissibility analytical unit 72, according to publication account effective item number for being forwarded and commented within this time and Efficiently individual quantity, transmissibility of the analysis publication account within this time;
Coverage analytical unit 73 enlivens number of fans within this time according to publication account, and analysis publication account exists Coverage in this time;
Influence power evaluation unit 74, according to liveness, transmissibility and coverage, evaluation publication account is within this time Influence power.
The embodiments described above only express several embodiments of the present invention, and the description thereof is more specific and detailed, but simultaneously Limitations on the scope of the patent of the present invention therefore cannot be interpreted as.It should be pointed out that for those of ordinary skill in the art For, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to guarantor of the invention Protect range.Therefore, the scope of protection of the patent of the invention shall be subject to the appended claims.

Claims (10)

1. a kind of cloud cuts account data analysis method, which comprises the steps of:
S1: creating at least one sub- account under total account, or existing account is added to the sub- account of total account;It is every Name on account, password is arranged in a sub- account, and initiate mode is arranged, opens function privilege;By the sub- account with it is described Total account binding, the account after binding can carry out data sharing;
S2: material, production information to be released are obtained from material database, the information to be released includes editing video and explanatory note At least one of, and at least one is selected from total account and the sub- account, the information to be released is sent out Cloth has been released news, and described released news is uploaded in material database as material;
S3: material Transaction Information and income and expenses to total account and all sub- accounts carry out statistics and analysis;
S4: one hop count threshold value of setting, when the hop count to have released news is more than the hop count threshold value, Propagation condition after the publication that released news is counted and analyzed, the propagation condition includes interactive information and covering Information;
S5: the temperature situation of the publication account after the publication that released news is counted and is analyzed, the temperature feelings Condition includes bean vermicelli information in account interaction situation and account;
S6: according to the propagation condition and the temperature situation, liveness, transmissibility and the covering of the publication account are analyzed Degree, and the influence power of the publication account is evaluated accordingly.
2. cloud as described in claim 1 cuts account data analysis method, which is characterized in that the specific method is as follows by step S4:
S4.1: one hop count threshold value of setting, when the hop count to have released news is more than the hop count threshold value When, into operations described below:
S4.2: it to the amount of reading to have released news, playback volume, transfer amount and thumbs up number and counts, and therefrom screen Effective information out obtains effective reading amount, effective playback volume and effective transfer amount;
S4.3: according to forwarding situation, the analysis forwarding level to have released news, and calculate the level transfer amount of each level;
S4.4: counting the account of the covering that released news, and node is propagated in analysis, filters out crucial propagation account simultaneously It is ranked up, while obtaining the interaction variation tendency in a period of time;
S4.5: to publication account and effective number of fans of account and the essential information of bean vermicelli is forwarded to carry out statistics and analysis, obtained Obtain Regional Distribution, sex ratio and the user type distribution of bean vermicelli.
3. cloud as claimed in claim 2 cuts account data analysis method, which is characterized in that the crucial sequence for propagating account Mode is as follows: the crucial propagation account being classified according to user type, successively according to effectively forwarding in each classification Number effectively comments on number and thumbs up several be ranked up.
4. cloud as described in claim 1 cuts account data analysis method, which is characterized in that the specific method is as follows by step S5:
S5.1: to it is described publication account homepage it is described released news publication after within current time amount of access, read Reading amount, transfer amount, comment amount, playback volume and number of fans are counted, and are screened out from it effective information, obtain effective reading Amount, effective transfer amount, effective comment amount and have a net increase of number of fans;
S5.2: effective reading amount, effective transfer amount, effective comment amount are analyzed and has a net increase of the variation of number of fans whithin a period of time Trend;
S5.3: statistics and analysis is carried out to the essential information for having bean vermicelli of the publication account, the Regional Distribution of bean vermicelli is obtained, comes Source distribution, sex ratio, age distribution, constellation and user type distribution;
S5.4: all forwardings for having released news and having issued to other accounts for issuing to the publication account are commented on, are thumbed up Information is counted.
5. cloud as described in claim 1 cuts account data analysis method, which is characterized in that the propagation condition and the temperature Situation is showed in graphical form.
6. cloud as described in claim 1 cuts account data analysis method, which is characterized in that the specific method is as follows by step S5:
S6.1: according to the effective item to have released news and be actively forwarded and comment on that the publication account is interior for a period of time Number analyzes liveness of the publication account within this time;
S6.2: the effective item number and efficiently individual quantity for being forwarded and being commented within this time according to the publication account, point Analyse transmissibility of the publication account within this time;
S6.3: number of fans is enlivened within this time according to the publication account, analyzes the publication account in this time Interior coverage;
S6.4: according to liveness, transmissibility and coverage, influence power of the publication account within this time is evaluated.
7. a kind of cloud cuts account data analysis system, which is characterized in that including following part:
Account management module (1) for creating at least one sub- account under total account, or existing account is added to described total The sub- account of account;Name on account, password are set for each sub- account, and initiate mode is set, opens function privilege;
Share account binding module (2), for binding the sub- account and total account, the account after binding can be carried out Data sharing;
Release module (3), for making information to be released, the information to be released include in editing video and explanatory note extremely Few one kind, and at least one is selected from total account and the sub- account, the information to be released is issued, is obtained It has released news;
Material management module (4) for obtaining the material to make information to be released from material database, and has been issued described Information is uploaded in material database as material;Simultaneously to the material Transaction Information of total account and all sub- accounts and Income and expenses carry out statistics and analysis;
Statistical module (5), for it is described released news publication after effective reading amount, effective playback volume, effective transfer amount, Effective number of fans, homepage browse amount, user's amount of access and the publication account of effective comment amount and the publication account Interactive information between other accounts is counted;
Analysis module (6), the statistical data for being obtained according to the statistical module (5), to the propagation to have released news The temperature situation of situation and the publication account is analyzed;
Evaluation module (7), for according to propagation condition and temperature situation, analyze liveness, the transmissibility of the publication account with And coverage, and the influence power of the publication account is evaluated accordingly.
8. cloud as claimed in claim 7 cuts account data analysis system, which is characterized in that the statistical module (5) includes such as Lower part:
Judging unit (51), for a hop count threshold value to be arranged, when the hop count to have released news is more than described It, could be for statistical analysis when hop count threshold value;
Operation statistics unit (52), for effective reading amount, the effective playback volume, effective turn after the publication that released news Interactive information between hair amount, effective comment amount and the publication account and other accounts is counted;
Bean vermicelli statistic unit (53) is carried out for effective number of fans, homepage browse amount, the user's amount of access to the publication account Statistics;
The analysis module (6) includes following part:
It propagates analytical unit (61), it is described for the propagation condition after the publication that released news to be counted and analyzed Propagation condition includes interactive information and coverage information;
Temperature analytical unit (62) is counted for the temperature situation to the publication account after the publication that released news And analyze, the temperature situation includes bean vermicelli information in account interaction situation and account.
9. cloud as claimed in claim 8 cuts account data analysis system, which is characterized in that the analysis module (6) further includes Following part:
Chart generation unit (63), for showing the propagation condition and the temperature situation in graphical form.
10. cloud as claimed in claim 7 cuts account data analysis system, which is characterized in that the evaluation module (7) includes such as Lower part:
Liveness analytical unit (71), for the release information and actively progress interior for a period of time according to the publication account Effective item number of forwarding and comment analyzes liveness of the publication account within this time;
Transmissibility analytical unit (72), according to publication account effective item number for being forwarded and commented within this time and Efficiently individual quantity analyzes transmissibility of the publication account within this time;Coverage analytical unit (73), according to the publication Account enlivens number of fans within this time, analyzes coverage of the publication account within this time;
Influence power evaluation unit (64) evaluates the publication account in this time according to liveness, transmissibility and coverage Interior influence power.
CN201811259690.7A 2018-10-26 2018-10-26 A kind of cloud cuts account data analysis method and system Pending CN109450999A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811259690.7A CN109450999A (en) 2018-10-26 2018-10-26 A kind of cloud cuts account data analysis method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811259690.7A CN109450999A (en) 2018-10-26 2018-10-26 A kind of cloud cuts account data analysis method and system

Publications (1)

Publication Number Publication Date
CN109450999A true CN109450999A (en) 2019-03-08

Family

ID=65547659

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811259690.7A Pending CN109450999A (en) 2018-10-26 2018-10-26 A kind of cloud cuts account data analysis method and system

Country Status (1)

Country Link
CN (1) CN109450999A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110134788A (en) * 2019-05-16 2019-08-16 杭州师范大学 A kind of microblogging publication optimization method and system based on text mining
CN110502684A (en) * 2019-07-03 2019-11-26 特斯联(北京)科技有限公司 A kind of wisdom data recommendation method Internet-based, apparatus and system
CN110866192A (en) * 2019-11-13 2020-03-06 精硕科技(北京)股份有限公司 Promotion efficiency evaluation method, promotion mode determination method and device
CN114519112A (en) * 2022-01-28 2022-05-20 北京卓越乐享网络科技有限公司 Method, apparatus, device, medium and program product for predicting multimedia object

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102930029A (en) * 2012-11-07 2013-02-13 北京网智天元科技有限公司 Socialized search engine method and system
CN103209114A (en) * 2012-01-11 2013-07-17 何劲 Novel microblog system and method
CN103345524A (en) * 2013-07-19 2013-10-09 中国地质大学(武汉) Method and system for detecting microblog hot topics
EP2732426A4 (en) * 2011-07-15 2014-12-03 Samsung Electronics Co Ltd Situation-aware user sentiment social interest models
CN106875277A (en) * 2017-01-16 2017-06-20 星云纵横(北京)大数据信息技术有限公司 A kind of determination methods of social media account influence power

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2732426A4 (en) * 2011-07-15 2014-12-03 Samsung Electronics Co Ltd Situation-aware user sentiment social interest models
CN103209114A (en) * 2012-01-11 2013-07-17 何劲 Novel microblog system and method
CN102930029A (en) * 2012-11-07 2013-02-13 北京网智天元科技有限公司 Socialized search engine method and system
CN103345524A (en) * 2013-07-19 2013-10-09 中国地质大学(武汉) Method and system for detecting microblog hot topics
CN106875277A (en) * 2017-01-16 2017-06-20 星云纵横(北京)大数据信息技术有限公司 A kind of determination methods of social media account influence power

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110134788A (en) * 2019-05-16 2019-08-16 杭州师范大学 A kind of microblogging publication optimization method and system based on text mining
CN110502684A (en) * 2019-07-03 2019-11-26 特斯联(北京)科技有限公司 A kind of wisdom data recommendation method Internet-based, apparatus and system
CN110866192A (en) * 2019-11-13 2020-03-06 精硕科技(北京)股份有限公司 Promotion efficiency evaluation method, promotion mode determination method and device
CN114519112A (en) * 2022-01-28 2022-05-20 北京卓越乐享网络科技有限公司 Method, apparatus, device, medium and program product for predicting multimedia object

Similar Documents

Publication Publication Date Title
CN109450999A (en) A kind of cloud cuts account data analysis method and system
Crabtree et al. Building accountability into the Internet of Things: the IoT Databox model
Tinati et al. Identifying communicator roles in twitter
Winseck Vampire squids,‘the broken internet’and platform regulation
CN105849764A (en) Systems and methods for identifying influencers and their communities in a social data network
CN105912670A (en) Method and device for network hotspot excavation
CN103605714A (en) Method and device for identifying abnormal data of websites
CN106233325A (en) Generate activity summary
Prakash et al. An effective undesired content filtration and predictions framework in online social network
CN101706926A (en) Method for investigating and processing cigarette consumption information
CN107220745A (en) A kind of recognition methods, system and equipment for being intended to behavioral data
Kirdemir et al. Exploring bias and information bubbles in youtube’s video recommendation networks
CN106372962A (en) Information publishment and feedback method of intelligent cloud screen
Colby Conceptualizing the" digital divide": Closing the" gap" by creating a postmodern network that distributes the productive power of speech
Ma et al. Mechanistic modelling of viral spreading on empirical social network and popularity prediction
Barzilai-Nahon et al. Bounded in cyberspace: An empirical model of self-regulation in virtual communities
CN107124467A (en) A kind of method and system of interaction of multimedia information
Brou et al. Effects of the internet of things (IoT): A systematic review of the benefits and risks
Mazzeo et al. Investigating fake and reliable news sources using complex networks analysis
US10860651B2 (en) Method, apparatus, and computer-readable medium for generation of missing data
CN108229993A (en) A kind of method and device of data processing
Zhang [Retracted] Security Control Strategy of Converged Media Platform UGC Based on Blockchain Technology
Crabtree et al. Building accountability into the internet of things
CN109857968A (en) Report form generation method and system
CN109412889A (en) User data statistical analysis technique, equipment and computer readable storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20210419

Address after: 518057 Room 301, 3 / F, building 9, Shenzhen Software Park (phase 2), No.1, kejizhong 2 Road, Gaoxin Central District, Maling community, Yuehai street, Nanshan District, Shenzhen City, Guangdong Province

Applicant after: Shenzhen million curtain Mdt InfoTech Ltd.

Address before: Room 312, Room 3, Building 2, 28 Andingmen East Street, Dongcheng District, Beijing

Applicant before: BEIJING EASUB INFORMATION TECHNOLOGY Co.,Ltd.

RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20190308