CN105654346A - Analysis system based on product refinement operation - Google Patents
Analysis system based on product refinement operation Download PDFInfo
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- CN105654346A CN105654346A CN201511027484.XA CN201511027484A CN105654346A CN 105654346 A CN105654346 A CN 105654346A CN 201511027484 A CN201511027484 A CN 201511027484A CN 105654346 A CN105654346 A CN 105654346A
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- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
- G06Q30/0202—Market predictions or forecasting for commercial activities
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Abstract
The invention relates to the technical field of data processing, and in particular relates to an analysis system based on product refinement operation, used for providing the effective basis for product planning through refinement analysis on product operation. The analysis system is characterized by comprising an information processing server and more than two user terminals, wherein the information processing server is respectively connected with more than two user terminals; the information processing server is provided with a data source obtaining unit, a data acquisition unit, a data storage unit, a data mining unit and an information aggregation unit; the data source obtaining unit completes a service data providing function; and the data acquisition unit completes service data acquisition and conversion. Compared with the prior art, the analysis system disclosed by the invention can be used for obtaining product market occupation prediction information by mining existing user data and particularly used for obtaining a potential product development direction by mining user preferences; and thus, the analysis system has the obvious advantages of being reasonable in structure, high in efficiency and the like.
Description
Technical field:
The present invention relates to technical field of data processing, specifically one carries out, for product operation, the analysis that becomes more meticulous, and then provides the analytical system of the operation that becomes more meticulous based on product of effective foundation for product planning.
Background technology:
Present stage network electronic service is in high-speed development period, new service continues to bring out, service system capacity constantly expands, number of users constantly increases, but, while high speed development, the extensive Development patterns of existing service also brings some problems: service quality is not enough paid attention to, Consumer's Experience is not conscientiously paid close attention to, and potential demand does not obtain deep excavation, and malicious act is not effectively controlled. Along with further developing of network service sector, the problems referred to above will be more serious, so, it is transformed into the trend of the times of value-added service to the operation mode that becomes more meticulous of quality awareness and experience by the extensive operation mode of emphasis scale and speed.
But the operation that becomes more meticulous faces many tasks have been needed: how consumer behaviour and consumption habit for user carries out deeply excavating and market accurately, to meet the potential demand of user; How to carry out accurately identifying and containing rapidly to malicious act, to ensure the service experience of user; How to carry out increased value service system and network assessing meticulously, diagnose, manage and transport dimension, to promote the quality etc. of service. Solving of above problem be unable to do without the analysis to existing user data.
Along with the explosive growth of distributed network, the ability of efficient search electronic information is had to become more and more important. Great majority allow user to input the inquiry being made up of keyword based on the search engine (such as GOOGLE) of web, to search for relevant document. Unfortunately, typical keyword search often can generate and return collection by what several ten thousand or hundreds of thousands of " hit " (that is, to the link of the webpage comprising described keyword) formed. Although most of search engine is attempted first showing maximally related document, but can not to ensure that the algorithm that search engine uses will identify for user be maximally related result.
Summary of the invention:
The present invention is directed in prior art the shortcoming and defect existed, it is proposed that one carries out, for product operation, the analysis that becomes more meticulous, and then the analytical system of the operation that becomes more meticulous based on product of effective foundation is provided for product planning.
The present invention can be reached by lower measure:
The analytical system of a kind of operation that becomes more meticulous based on product, it is characterized in that being provided with the user terminal of information processing services device and two or more, wherein information processing services device is connected with the user terminal of two or more respectively, and described information processing services device is provided with data source acquiring unit, data acquisition unit, data storage unit, data mining unit, converging information unit; Described data source acquiring unit completes the offer function serving data; Data acquisition unit completes the Collect conversion to service data; Data storage unit completes data storage function; Data mining unit completes the data mining duty of off-line and online data; Converging information unit completes the convergence function of off-line and online information; Described data acquisition unit comprises abstraction module, conversion module and load-on module, for that be unification by different structure, not regular outside data transformations, regular internal system data; Described data mining unit comprises online mining module, off-line excavates module, base module and results repository module.
Information processing services device of the present invention is provided with existing user and estimates unit and potential user estimates unit, described user terminal is provided with receives information history data store unit, data screening unit, data upload/download unit, wherein storage terminal user ' s preference in receives information history data store unit.
Existing user in information processing services device of the present invention estimates unit and comprises data acquisition module, data preprocessing module, data-mining module and data outputting module, the number of users of described data acquisition module for obtaining in for some time of somewhere, and for influential 5 indexs of number of users in business, comprising: share of market, product popularity rate, monthly number of days Holidays, disposal income of Chinese people and resident population; Described data preprocessing module is used for the data to data acquisition module collection and is normalized.
Potential user of the present invention estimates unit and comprises character string reception unit, correlative character value calculating unit and correlative character value fitting unit, wherein: character string receives unit, for receiving the first character string and the 2nd character string; Correlative character value calculates unit, for the semantic correlative character value of the text relevant eigenwert and the first character string and the 2nd character string that calculate the first character string and the 2nd character string; Correlative character value fitting unit, for fitting to the first character string and the correlative character value of the 2nd character string based on Logic Regression Models by described text relevant eigenwert and semantic correlative character value.
The present invention is compared with prior art, it is possible not only to by the excavation to existing user data, obtains product market share information of forecasting, and can by the excavation to user preference, obtain potential product developing direction, there is rational in infrastructure, the high significant advantage of efficiency.
Accompanying drawing illustrates:
Accompanying drawing 1 is the structure block diagram of the present invention.
Reference numeral: information processing services device 1, user terminal 2, data source acquiring unit 3, data acquisition unit 4, data storage unit 5, data mining unit 6, converging information unit 7.
Embodiment:
Below in conjunction with accompanying drawing, the present invention is further illustrated.
As shown in drawings, the present invention proposes the analytical system of a kind of operation that becomes more meticulous based on product, it is characterized in that being provided with the user terminal 2 of information processing services device 1 and two or more, wherein information processing services device 1 is connected with the user terminal 2 of two or more respectively, and described information processing services device 1 is provided with data source acquiring unit 3, data acquisition unit 4, data storage unit 5, data mining unit 6, converging information unit 7;Described data source acquiring unit 3 completes the offer function serving data; Data acquisition unit 4 completes the Collect conversion to service data; Data storage unit 5 completes data storage function; Data mining unit 6 completes the data mining duty of off-line and online data; Converging information unit 7 completes the convergence function of off-line and online information; Described data acquisition unit comprises abstraction module, conversion module and load-on module, for that be unification by different structure, not regular outside data transformations, regular internal system data; Described data mining unit comprises online mining module, off-line excavates module, base module and results repository module.
Information processing services device of the present invention is provided with existing user and estimates unit and potential user estimates unit, described user terminal is provided with receives information history data store unit, data screening unit, data upload/download unit, wherein storage terminal user ' s preference in receives information history data store unit.
Existing user in information processing services device of the present invention estimates unit and comprises data acquisition module, data preprocessing module, data-mining module and data outputting module, the number of users of described data acquisition module for obtaining in for some time of somewhere, and for influential 5 indexs of number of users in business, comprising: share of market, product popularity rate, monthly number of days Holidays, disposal income of Chinese people and resident population; Described data preprocessing module is used for the data to data acquisition module collection and is normalized.
Potential user of the present invention estimates unit and comprises character string reception unit, correlative character value calculating unit and correlative character value fitting unit, wherein: character string receives unit, for receiving the first character string and the 2nd character string; Correlative character value calculates unit, for the semantic correlative character value of the text relevant eigenwert and the first character string and the 2nd character string that calculate the first character string and the 2nd character string; Correlative character value fitting unit, for fitting to the first character string and the correlative character value of the 2nd character string based on Logic Regression Models by described text relevant eigenwert and semantic correlative character value.
The present invention is compared with prior art, it is possible not only to by the excavation to existing user data, obtains product market share information of forecasting, and can by the excavation to user preference, obtain potential product developing direction, there is rational in infrastructure, the high significant advantage of efficiency.
Claims (4)
1. the analytical system becoming more meticulous run based on product, it is characterized in that being provided with the user terminal of information processing services device and two or more, wherein information processing services device is connected with the user terminal of two or more respectively, and described information processing services device is provided with data source acquiring unit, data acquisition unit, data storage unit, data mining unit, converging information unit; Described data source acquiring unit completes the offer function serving data; Data acquisition unit completes the Collect conversion to service data; Data storage unit completes data storage function; Data mining unit completes the data mining duty of off-line and online data; Converging information unit completes the convergence function of off-line and online information; Described data acquisition unit comprises abstraction module, conversion module and load-on module, for that be unification by different structure, not regular outside data transformations, regular internal system data;Described data mining unit comprises online mining module, off-line excavates module, base module and results repository module.
2. the analytical system of a kind of operation that becomes more meticulous based on product according to claim 1, it is characterized in that described information processing services device is provided with existing user and estimate unit and potential user estimates unit, described user terminal is provided with receives information history data store unit, data screening unit, data upload/download unit, wherein storage terminal user ' s preference in receives information history data store unit.
3. the analytical system of a kind of operation that becomes more meticulous based on product according to claim 2, the existing user that it is characterized in that in described information processing services device estimates unit and comprises data acquisition module, data preprocessing module, data-mining module and data outputting module, the number of users of described data acquisition module for obtaining in for some time of somewhere, and for influential 5 indexs of number of users in business, comprising: share of market, product popularity rate, monthly number of days Holidays, disposal income of Chinese people and resident population; Described data preprocessing module is used for the data to data acquisition module collection and is normalized.
4. the analytical system of a kind of operation that becomes more meticulous based on product according to claim 2, it is characterized in that described potential user estimates unit and comprises character string reception unit, correlative character value calculating unit and correlative character value fitting unit, wherein: character string receives unit, for receiving the first character string and the 2nd character string; Correlative character value calculates unit, for the semantic correlative character value of the text relevant eigenwert and the first character string and the 2nd character string that calculate the first character string and the 2nd character string; Correlative character value fitting unit, for fitting to the first character string and the correlative character value of the 2nd character string based on Logic Regression Models by described text relevant eigenwert and semantic correlative character value.
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| CN201511027484.XA CN105654346A (en) | 2015-12-30 | 2015-12-30 | Analysis system based on product refinement operation |
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| CN201511027484.XA CN105654346A (en) | 2015-12-30 | 2015-12-30 | Analysis system based on product refinement operation |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107612721A (en) * | 2017-08-31 | 2018-01-19 | 网宿科技股份有限公司 | The management system and method for operation/maintenance data, convergence server and processing server |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102231869A (en) * | 2011-06-27 | 2011-11-02 | 北京邮电大学 | Realization method for refinement operation system architecture of valued-added service |
| CN102395135A (en) * | 2011-10-25 | 2012-03-28 | 江苏省邮电规划设计院有限责任公司 | VLR (Visitor Location Register) user number predicting method based on gray system model neural network |
| CN104123368A (en) * | 2014-07-24 | 2014-10-29 | 中国软件与技术服务股份有限公司 | Big data attribute significance and recognition degree early warning method and system based on clustering |
| CN104424279A (en) * | 2013-08-30 | 2015-03-18 | 腾讯科技（深圳）有限公司 | Text relevance calculating method and device |
-
2015
- 2015-12-30 CN CN201511027484.XA patent/CN105654346A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102231869A (en) * | 2011-06-27 | 2011-11-02 | 北京邮电大学 | Realization method for refinement operation system architecture of valued-added service |
| CN102395135A (en) * | 2011-10-25 | 2012-03-28 | 江苏省邮电规划设计院有限责任公司 | VLR (Visitor Location Register) user number predicting method based on gray system model neural network |
| CN104424279A (en) * | 2013-08-30 | 2015-03-18 | 腾讯科技（深圳）有限公司 | Text relevance calculating method and device |
| CN104123368A (en) * | 2014-07-24 | 2014-10-29 | 中国软件与技术服务股份有限公司 | Big data attribute significance and recognition degree early warning method and system based on clustering |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107612721A (en) * | 2017-08-31 | 2018-01-19 | 网宿科技股份有限公司 | The management system and method for operation/maintenance data, convergence server and processing server |
| CN107612721B (en) * | 2017-08-31 | 2021-07-06 | 网宿科技股份有限公司 | Management system and method of operation and maintenance data, convergence server and processing server |
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