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Author:

Zhong, N. (Zhong, N..) | Matsunaga, T. (Matsunaga, T..) | Liu, C. (Liu, C..) (Scholars:刘超)

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Scopus

Abstract:

E-mail messages can be modeled as semi-structured documents that consist of a set of classes and a number of variable length free-text. Thus, many text mining techniques can be used to develop a personal e-mail filtering and management system. This paper addresses a text mining agents based architecture, in which two kinds of text mining agents: USPC (uncertainty sampling based probabilistic classifier) and R2L (rough relation learning) are used cooperatively, for personal e-mail filtering and management. © Springer-Verlag Berlin Heidelberg 2002.

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Author Community:

  • [ 1 ] [Zhong, N.]Dept. of Information Eng, Maebashi Institute of Technology, 460-1 Kamisadori-Cho, Maebashi-City, 371-0816, Japan
  • [ 2 ] [Matsunaga, T.]Dept. of Information Eng, Maebashi Institute of Technology, 460-1 Kamisadori-Cho, Maebashi-City, 371-0816, Japan
  • [ 3 ] [Liu, C.]School of Computer Science, Beijing Polytechnic University, Beijing, 100022, China

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Source :

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

ISSN: 0302-9743

Year: 2002

Volume: 2412

Page: 329-336

Language: English

JCR Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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