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User data analysis system and method based on big data in communication field

A technology of user data and analysis system, which is applied in the field of big data analysis, and can solve the problem that data sources and data analysis application scenarios are not described in detail.

Active Publication Date: 2015-10-28
SHANGHAI XINFANG SOFTWARE +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0013] For the massive data processing method of telecom operators on the Hadoop platform, it mainly describes the specific steps of processing data through various Sqoop tools, Hive, and MapReduce components of the Hadoop architecture, and more about the processing process of Hive for data tables. For specific data sources and Data analysis application scenarios are not described in detail

Method used

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  • User data analysis system and method based on big data in communication field
  • User data analysis system and method based on big data in communication field
  • User data analysis system and method based on big data in communication field

Examples

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Embodiment Construction

[0097] The user data analysis system based on big data in the communication field provided by this application collects various user data of the core network, analyzes different user analysis models according to the user data, and packages the data for use on the value-added service platform according to the analysis results. The user data includes but is not limited to: CRM basic information, user payment, balance and arrears data, longitude and latitude of LAC / CI base station, street, administrative area, and city data corresponding to the base station, longitude and latitude of mobile APP , IVPN bill log, account opening / cancellation data.

[0098] In order to make the technical principles, features and technical effects of the technical solution of the present application clearer, the technical solution of the present application will be described in detail below in conjunction with specific embodiments.

[0099] figure 1 A schematic diagram of the overall framework of th...

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Abstract

The application discloses a user data analysis system based on big data in communication field, comprising a data gathering assembly used for acquiring data of mobile users from other network elements of a mobile network core network, and transmitting the acquired user data to a data processing and analysis assembly; the data processing and analysis assembly used for analyzing the user data of the corresponding type from the data gathering assembly according to a preset user data analysis model, and transmitting an analysis result to a data storage assembly for storage; a data service assembly used for extracting the required analysis result from the data storage assembly according to a data analysis requirement of a value-added service platform, and pushing the analysis result to the value-added service platform and an APP client; and the data storage assembly used for storing the acquired user data and the analysis result. The application also discloses a user data analysis method based on big data in communication field.

Description

technical field [0001] This application relates to the technical field of big data analysis, in particular to a user data analysis system and method based on big data in the communication field. Background technique [0002] With the rapid development of my country's mobile communication industry, the communication field has accumulated data for many years, such as user basic information, package information, terminal information, location information, business development volume and other data. In terms of data sources, communication data comes from all businesses involving mobile voice, fixed-line telephone, fixed-line access, and wireless Internet access, as well as public group customers, government-enterprise customers, and family customers. By mining big data in the communication field and discovering the value of telecom user data, it is possible to realize the integration of the entire marketing process from user demand insight, target user discovery, and marketing s...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/24H04L29/08H04W24/08H04W88/18
CPCH04L41/14H04L67/06H04W24/08H04W88/18
Inventor 王红熳丁正张阳顾晓东祝敬安刘竟博程钢李传营
Owner SHANGHAI XINFANG SOFTWARE
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