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A framework of Web-based text mining on the grid

A framework of Web-based text mining on the grid
A framework of Web-based text mining on the grid
This study proposes a novel Web-based text mining (WTM) framework on the grid, which firstly applies the grid technology to text mining system for improving the performance of WTM. The WTM system is to implement a high performance text mining process on the grid, and provide users with a high efficiency text mining and knowledge discovery services. We focus our discussion on the formulation of this framework for WTM system on the grid. In this study, firstly, a general framework of grid-based WTM is proposed, then a main process about WTM on the grid is described, and subsequently the implementation of the proposed grid-based WTM framework model is given. Finally, some conclusions are given.
0769524524
97-102
Institute of Electrical and Electronics Engineers
Yu, Lean
714b3ebf-f015-4a1b-8a32-e73b25538c05
Wang, Shouyang Y.
4ac5c932-fa05-44ce-80e0-f57d1570acca
Lai, Kin K.
af84d7db-7954-4d5d-a2f2-44e89a16efd7
Wu, Yue
e279101b-b392-45c4-b894-187e2ded6a5c
Abraham, Ajith
Han, Sang Yong
Du, David Hung-Chang
Paprzycki, Marcin
Yu, Lean
714b3ebf-f015-4a1b-8a32-e73b25538c05
Wang, Shouyang Y.
4ac5c932-fa05-44ce-80e0-f57d1570acca
Lai, Kin K.
af84d7db-7954-4d5d-a2f2-44e89a16efd7
Wu, Yue
e279101b-b392-45c4-b894-187e2ded6a5c
Abraham, Ajith
Han, Sang Yong
Du, David Hung-Chang
Paprzycki, Marcin

Yu, Lean, Wang, Shouyang Y., Lai, Kin K. and Wu, Yue (2005) A framework of Web-based text mining on the grid. Abraham, Ajith, Han, Sang Yong, Du, David Hung-Chang and Paprzycki, Marcin (eds.) In Proceedings of the International Conference on Next Generation Web Services Practices (NWeSP 2005). Institute of Electrical and Electronics Engineers. pp. 97-102 . (doi:10.1109/NWESP.2005.3).

Record type: Conference or Workshop Item (Paper)

Abstract

This study proposes a novel Web-based text mining (WTM) framework on the grid, which firstly applies the grid technology to text mining system for improving the performance of WTM. The WTM system is to implement a high performance text mining process on the grid, and provide users with a high efficiency text mining and knowledge discovery services. We focus our discussion on the formulation of this framework for WTM system on the grid. In this study, firstly, a general framework of grid-based WTM is proposed, then a main process about WTM on the grid is described, and subsequently the implementation of the proposed grid-based WTM framework model is given. Finally, some conclusions are given.

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More information

Published date: August 2005
Venue - Dates: International Conference on Next Generation Web Services Practices (NWeSP 2005), 2005-08-22 - 2005-08-26
Organisations: Management

Identifiers

Local EPrints ID: 51377
URI: http://eprints.soton.ac.uk/id/eprint/51377
ISBN: 0769524524
PURE UUID: 82fb8696-255a-48db-91c3-ee9fd6b0a786

Catalogue record

Date deposited: 27 Aug 2008
Last modified: 13 Mar 2019 20:48

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Contributors

Author: Lean Yu
Author: Shouyang Y. Wang
Author: Kin K. Lai
Author: Yue Wu
Editor: Ajith Abraham
Editor: Sang Yong Han
Editor: David Hung-Chang Du
Editor: Marcin Paprzycki

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