Spam filtering and email-mediated applications

Wenbin Li*, Ning Zhong, Y. Y. Yao, Jiming LIU, Chunnian Liu

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

4 Citations (Scopus)

Abstract

This chapter reviews and examines two important research topics related to intelligent email processing, namely, email filtering and email-mediated applications. We present a framework to show a full process of email filtering. Within the framework, we suggest a new method of combining multiple filters and propose a novel filtering model based on ensemble learning. For email-mediated applications, we introduce the concept of operable email (OE). It is argued that operable email will play a fundamental role in future email systems, in order to meet the need of the World Wide Wisdom Web (W4). We demonstrate the use of OE in implementing an email assistant and other intelligent applications on the World Social Email Network (WSEN).

Original languageEnglish
Title of host publicationWeb Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers
PublisherSpringer Verlag
Pages382-405
Number of pages24
ISBN (Print)9783540770275
DOIs
Publication statusPublished - 2007
Event1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006 - Beijing, China
Duration: 15 Dec 200616 Dec 2006

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4845 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006
Country/TerritoryChina
CityBeijing
Period15/12/0616/12/06

Scopus Subject Areas

  • Theoretical Computer Science
  • Computer Science(all)

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