A Personalized Multilingual Web Content Miner: PMWebminer

Rowena Chau; Chung Hsing Yeh; Kate A. Smith

doi:10.1007/11424826_103

A Personalized Multilingual Web Content Miner: PMWebminer

Rowena Chau, Chung Hsing Yeh, Kate A. Smith

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Abstract

This paper presents the development of a novel personal concept-based multilingual Web content mining system. Multilingual linguistic knowledge required by multilingual Web content mining is made available by encoding all multilingual concept-term relationships within a multilingual concept space using self-organising map. With this linguistic knowledge base, a personal space of interest is generated to reveal the conceptual content of a user's multiple topics of interest using the user's bookmark file. To personalise the multilingual Web content mining process, a concept-based Web crawler is developed to automatically gather multilingual web documents that are relevant to the user's topics of interest As such, user-oriented concept-focused knowledge discovery in the multilingual Web is facilitated.

Original language	English
Title of host publication	Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005)
Subtitle of host publication	International Conference Singapore, May 9-12, 2005 Proceedings, Part II
Editors	Osvaldo Gervasi, Marina L. Gavrilova, Vipin Kumar, Antonio Laganà, Heow Pueh Lee, Youngsong Mun, David Taniar, Chih Jeng Kenneth Tan
Place of Publication	Berlin Germany
Publisher	Springer
Pages	956-965
Number of pages	10
Volume	3481
ISBN (Print)	3540258612, 9783540258612
DOIs	https://doi.org/10.1007/11424826_103
Publication status	Published - 26 Sept 2005
Event	International Conference on Computational Science and Applications 2005 - Singapore, Singapore Duration: 9 May 2005 → 12 May 2005 https://link.springer.com/book/10.1007/b136266 (Proceedings)

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	3481
ISSN (Print)	0302-9743

Conference

Conference	International Conference on Computational Science and Applications 2005
Abbreviated title	ICCSA 2005
Country/Territory	Singapore
City	Singapore
Period	9/05/05 → 12/05/05
Internet address	https://link.springer.com/book/10.1007/b136266 (Proceedings)

Access to Document

10.1007/11424826_103

Cite this

Chau, R., Yeh, C. H., & Smith, K. A. (2005). A Personalized Multilingual Web Content Miner: PMWebminer. In O. Gervasi, M. L. Gavrilova, V. Kumar, A. Laganà, H. P. Lee, Y. Mun, D. Taniar, & C. J. K. Tan (Eds.), Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005): International Conference Singapore, May 9-12, 2005 Proceedings, Part II (Vol. 3481, pp. 956-965). (Lecture Notes in Computer Science; Vol. 3481). Springer. https://doi.org/10.1007/11424826_103

Chau, Rowena ; Yeh, Chung Hsing ; Smith, Kate A. / A Personalized Multilingual Web Content Miner : PMWebminer. Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005): International Conference Singapore, May 9-12, 2005 Proceedings, Part II. editor / Osvaldo Gervasi ; Marina L. Gavrilova ; Vipin Kumar ; Antonio Laganà ; Heow Pueh Lee ; Youngsong Mun ; David Taniar ; Chih Jeng Kenneth Tan. Vol. 3481 Berlin Germany : Springer, 2005. pp. 956-965 (Lecture Notes in Computer Science).

@inproceedings{19a1b135d99d4485bd42d31ee15432ea,

title = "A Personalized Multilingual Web Content Miner: PMWebminer",

abstract = "This paper presents the development of a novel personal concept-based multilingual Web content mining system. Multilingual linguistic knowledge required by multilingual Web content mining is made available by encoding all multilingual concept-term relationships within a multilingual concept space using self-organising map. With this linguistic knowledge base, a personal space of interest is generated to reveal the conceptual content of a user's multiple topics of interest using the user's bookmark file. To personalise the multilingual Web content mining process, a concept-based Web crawler is developed to automatically gather multilingual web documents that are relevant to the user's topics of interest As such, user-oriented concept-focused knowledge discovery in the multilingual Web is facilitated.",

author = "Rowena Chau and Yeh, {Chung Hsing} and Smith, {Kate A.}",

year = "2005",

month = sep,

day = "26",

doi = "10.1007/11424826_103",

language = "English",

isbn = "3540258612",

volume = "3481",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "956--965",

editor = "Osvaldo Gervasi and Gavrilova, {Marina L.} and Vipin Kumar and Antonio Lagan{\`a} and Lee, {Heow Pueh} and Youngsong Mun and David Taniar and Tan, {Chih Jeng Kenneth}",

booktitle = "Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005)",

note = "International Conference on Computational Science and Applications 2005, ICCSA 2005 ; Conference date: 09-05-2005 Through 12-05-2005",

url = "https://link.springer.com/book/10.1007/b136266",

}

Chau, R, Yeh, CH & Smith, KA 2005, A Personalized Multilingual Web Content Miner: PMWebminer. in O Gervasi, ML Gavrilova, V Kumar, A Laganà, HP Lee, Y Mun, D Taniar & CJK Tan (eds), Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005): International Conference Singapore, May 9-12, 2005 Proceedings, Part II. vol. 3481, Lecture Notes in Computer Science, vol. 3481, Springer, Berlin Germany, pp. 956-965, International Conference on Computational Science and Applications 2005, Singapore, Singapore, 9/05/05. https://doi.org/10.1007/11424826_103

A Personalized Multilingual Web Content Miner: PMWebminer. / Chau, Rowena; Yeh, Chung Hsing; Smith, Kate A.
Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005): International Conference Singapore, May 9-12, 2005 Proceedings, Part II. ed. / Osvaldo Gervasi; Marina L. Gavrilova; Vipin Kumar; Antonio Laganà; Heow Pueh Lee; Youngsong Mun; David Taniar; Chih Jeng Kenneth Tan. Vol. 3481 Berlin Germany: Springer, 2005. p. 956-965 (Lecture Notes in Computer Science; Vol. 3481).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - A Personalized Multilingual Web Content Miner

T2 - International Conference on Computational Science and Applications 2005

AU - Chau, Rowena

AU - Yeh, Chung Hsing

AU - Smith, Kate A.

PY - 2005/9/26

Y1 - 2005/9/26

N2 - This paper presents the development of a novel personal concept-based multilingual Web content mining system. Multilingual linguistic knowledge required by multilingual Web content mining is made available by encoding all multilingual concept-term relationships within a multilingual concept space using self-organising map. With this linguistic knowledge base, a personal space of interest is generated to reveal the conceptual content of a user's multiple topics of interest using the user's bookmark file. To personalise the multilingual Web content mining process, a concept-based Web crawler is developed to automatically gather multilingual web documents that are relevant to the user's topics of interest As such, user-oriented concept-focused knowledge discovery in the multilingual Web is facilitated.

AB - This paper presents the development of a novel personal concept-based multilingual Web content mining system. Multilingual linguistic knowledge required by multilingual Web content mining is made available by encoding all multilingual concept-term relationships within a multilingual concept space using self-organising map. With this linguistic knowledge base, a personal space of interest is generated to reveal the conceptual content of a user's multiple topics of interest using the user's bookmark file. To personalise the multilingual Web content mining process, a concept-based Web crawler is developed to automatically gather multilingual web documents that are relevant to the user's topics of interest As such, user-oriented concept-focused knowledge discovery in the multilingual Web is facilitated.

UR - http://www.scopus.com/inward/record.url?scp=24944461190&partnerID=8YFLogxK

U2 - 10.1007/11424826_103

DO - 10.1007/11424826_103

M3 - Conference Paper

SN - 3540258612

SN - 9783540258612

VL - 3481

T3 - Lecture Notes in Computer Science

SP - 956

EP - 965

BT - Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005)

A2 - Gervasi, Osvaldo

A2 - Gavrilova, Marina L.

A2 - Kumar, Vipin

A2 - Laganà, Antonio

A2 - Lee, Heow Pueh

A2 - Mun, Youngsong

A2 - Taniar, David

A2 - Tan, Chih Jeng Kenneth

PB - Springer

CY - Berlin Germany

Y2 - 9 May 2005 through 12 May 2005

ER -

Chau R, Yeh CH, Smith KA. A Personalized Multilingual Web Content Miner: PMWebminer. In Gervasi O, Gavrilova ML, Kumar V, Laganà A, Lee HP, Mun Y, Taniar D, Tan CJK, editors, Proceedings of the International Conference on Computational Science and Its Applications (ICCSA 2005): International Conference Singapore, May 9-12, 2005 Proceedings, Part II. Vol. 3481. Berlin Germany: Springer. 2005. p. 956-965. (Lecture Notes in Computer Science). doi: 10.1007/11424826_103

A Personalized Multilingual Web Content Miner: PMWebminer

Abstract

Publication series

Conference

Access to Document

Other files and links

Cite this