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Asynchronous interactive data digging system and method based on operating stream

An interactive data and data mining technology, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., to achieve the effect of improving reusability

Active Publication Date: 2012-12-05
ZHEJIANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Furthermore, current data mining relies on specific software, which must be installed before it can be used.

Method used

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  • Asynchronous interactive data digging system and method based on operating stream
  • Asynchronous interactive data digging system and method based on operating stream
  • Asynchronous interactive data digging system and method based on operating stream

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Embodiment Construction

[0041] Such as figure 1 , 2 As shown, the asynchronous interactive data mining system based on operation flow of the present invention is composed of a client and a server. The client uses GWT-EXT to build the AJAX user interface, and the server can be set up on the Apache web container, using RapidMiner as the core, and supported by the custom algorithm package and the weka algorithm package. At the same time, it supports distributed database query based on semantic integration as a data source for data mining, and uses the web service module to obtain data from the Internet as a data source. The system includes the following modules: distributed database module based on semantic integration, operator parameter module, database module, user management module and web service module, RapidMiner kernel module.

[0042] The distributed database module based on semantic integration supports distributed database query based on semantic integration as a data source for data mining...

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Abstract

The invention is related to the AJAX field and the data mining and integrating technology field, and discloses an asynchronous interactive data mining system based on operation flow. The data mining system comprises a client-side using GWT-EXT for construction of AJAX user interface, and a server-side being arranged on a web container and including the following modules: a distributed database module based on semantic integration, an operator parameter module, an user management module and a Rapid Miner kernel module. The invention is characterized in having no use for installing software and easy operation.

Description

technical field [0001] The invention relates to the field of AJAX and data mining integration technology, in particular to a data mining system and method. Background technique [0002] With the rapid development of the information and knowledge economy era, a large amount of scientific data has been accumulated in various scientific research fields, and these data are still showing an exponential growth trend. How to obtain meaningful information from massive data and analyze its effective features has become a big problem. [0003] First of all, more and more data are stored in distributed databases. The complex database structure and how to obtain the required data from the huge database will undoubtedly increase the difficulty of data mining. Secondly, various data formats and structures are different. The same algorithm may need to modify the source code every time it processes data in different formats; Code modification is required. Furthermore, current data mining...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/30
Inventor 吴朝晖吴毅挺秘中凯付志宏封毅姜晓红陈华钧
Owner ZHEJIANG UNIV
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