Spam filtering and email-mediated applications

Wenbin Li; Ning Zhong; Y. Y. Yao; Jiming LIU; Chunnian Liu

doi:10.1007/978-3-540-77028-2_23

Spam filtering and email-mediated applications

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

^*Corresponding author for this work

Department of Computer Science

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

5 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 language	English
Title of host publication	Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers
Publisher	Springer Verlag
Pages	382-405
Number of pages	24
ISBN (Print)	9783540770275
DOIs	https://doi.org/10.1007/978-3-540-77028-2_23
Publication status	Published - 2007
Event	1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006 - Beijing, China Duration: 15 Dec 2006 → 16 Dec 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4845 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006
Country/Territory	China
City	Beijing
Period	15/12/06 → 16/12/06

Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-540-77028-2_23

Cite this

Li, W., Zhong, N., Yao, Y. Y., LIU, J., & Liu, C. (2007). Spam filtering and email-mediated applications. In Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers (pp. 382-405). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4845 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-540-77028-2_23

Li, Wenbin ; Zhong, Ning ; Yao, Y. Y. et al. / Spam filtering and email-mediated applications. Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers. Springer Verlag, 2007. pp. 382-405 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{bb52bbad03a64c1789dd19e62eda44f8,

title = "Spam filtering and email-mediated applications",

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).",

author = "Wenbin Li and Ning Zhong and Yao, {Y. Y.} and Jiming LIU and Chunnian Liu",

note = "Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006 ; Conference date: 15-12-2006 Through 16-12-2006",

year = "2007",

doi = "10.1007/978-3-540-77028-2_23",

language = "English",

isbn = "9783540770275",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "382--405",

booktitle = "Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers",

address = "Germany",

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Li, W, Zhong, N, Yao, YY, LIU, J & Liu, C 2007, Spam filtering and email-mediated applications. in Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4845 LNAI, Springer Verlag, pp. 382-405, 1st WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006, Beijing, China, 15/12/06. https://doi.org/10.1007/978-3-540-77028-2_23

Spam filtering and email-mediated applications. / Li, Wenbin; Zhong, Ning; Yao, Y. Y. et al.
Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers. Springer Verlag, 2007. p. 382-405 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4845 LNAI).

Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

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T1 - Spam filtering and email-mediated applications

AU - Li, Wenbin

AU - Zhong, Ning

AU - Yao, Y. Y.

AU - LIU, Jiming

AU - Liu, Chunnian

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N2 - 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).

AB - 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).

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DO - 10.1007/978-3-540-77028-2_23

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SN - 9783540770275

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers

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Li W, Zhong N, Yao YY, LIU J, Liu C. Spam filtering and email-mediated applications. In Web Intelligence Meets Brain Informatics - First WICI International Workshop, WImBI 2006, Revised Selected and Invited Papers. Springer Verlag. 2007. p. 382-405. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-77028-2_23

Spam filtering and email-mediated applications

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