Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

User internet behavior collecting method and system and user internet behavior analyzing method and system

A behavior analysis and user technology, which is applied in the transmission system, digital transmission system, data exchange network, etc., can solve the requirements of low data query efficiency, inability of row storage mode to cope with the dynamic increase of analysis dimensions, and inability to support the analysis of online behavior of massive users and other issues to achieve the effect of ensuring speed and efficiency and improving query efficiency

Inactive Publication Date: 2012-06-27
SHANGHAI SEAHIGH TELECOM DEV
View PDF2 Cites 24 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] 1. The row storage mode is suitable for data analysis methods with fixed dimensions and fixed fields, and the information of users surfing the Internet includes connection status, data flow, browsing content and many other contents. With the continuous explosion of Internet content, the analysis of users surfing behavior Dimensions are bound to expand continuously, so the row storage mode cannot cope with the dynamic increase of analysis dimensions
[0005] 2. The data warehouse divides the user's online information into multiple rows and stores them in the data table. To analyze the complete online behavior of a user, it is necessary to traverse the entire data table to obtain the complete information of a user. Therefore, the efficiency of data query Low, can no longer support the requirements of mass user online behavior analysis

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • User internet behavior collecting method and system and user internet behavior analyzing method and system
  • User internet behavior collecting method and system and user internet behavior analyzing method and system
  • User internet behavior collecting method and system and user internet behavior analyzing method and system

Examples

Experimental program
Comparison scheme
Effect test

no. 1 example

[0064] image 3 The first embodiment of the method for analyzing user surfing behavior of the present invention is shown. See image 3 The method for analyzing user online behavior in this embodiment is described in detail as follows.

[0065] Step 200: Start the user online behavior analysis task, and determine the users to be analyzed.

[0066] Step 201: Inquiry about all online record information of a single user.

[0067] Step 202: Query all fields (value) through the primary key (key) of the user identification number (UserID).

[0068] In addition to the user identification number UserID, other parameters can also be used as the primary key.

[0069] Step 203: Obtain the label of the online behavior habit according to the field value by using the Map-Reduce parallel computing mechanism based on cloud computing.

[0070] The labels of online behavior habits include duration, time period, traffic, etc.

[0071] The Map-Reduce algorithm is the core algorithm of the op...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a user internet behavior collecting method and system and a user internet behavior analyzing method and system, wherein fields are increased dynamically according to analysis requirements, and rapidness and efficiency of field increase are ensured at the same time. The technical scheme disclosed by the invention is as follows: the dynamic increase problem of user internet behavior analysis dimensionality is solved by adopting a column-store data architecture, that is to way, fields of a data list are not of a fixed mode, but are increased dynamically according to the analysis requirements, and rapidness and efficiency of the field increase are ensured at the same time. Besides, according to the invention, the problem of low efficiency of mass data traversal query of user internet behaviors is solved by adopting a Key-Value cloud platform parallel query method, the internet behavior of certain user can be analyzed by adopting a Key-Value matched parallel computation query method rather than traversing the whole data list, and thus the query efficiency of user internet behavior analysis is greatly improved.

Description

technical field [0001] The invention relates to a collection and analysis technology of user online behavior, in particular to a collection and analysis technology of user online behavior based on cloud computing column storage. Background technique [0002] In the Internet field, data warehouses are usually used to analyze user online behaviors. The data warehouse stores all user online behavior log information in a data table based on row storage, and then counts and analyzes a certain data through traversal query. Characteristics of users surfing the Internet. [0003] This data warehouse analysis method has the following two disadvantages: [0004] 1. The row storage mode is suitable for data analysis methods with fixed dimensions and fixed fields, and the information of users surfing the Internet includes connection status, data flow and browsing content, etc. With the continuous explosion of Internet content, the analysis of users surfing behavior Dimensions are boun...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/26H04L12/24H04L29/08G06F17/30
Inventor 李宏宇
Owner SHANGHAI SEAHIGH TELECOM DEV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com