Annotating text segments using a web-based categorization approach

Hsin Chen Chiao; Hsiao Tieh Pu; Lee Feng Chien

doi:10.1007/11599517_37

Annotating text segments using a web-based categorization approach

Hsin Chen Chiao^*, Hsiao Tieh Pu, Lee Feng Chien

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Conventional automatic text annotation tools mostly extract named entities from texts and annotate them with information about persons, locations, and dates, etc. Such kind of entity type information, however, is insufficient for machines to understand the context or facts contained in the texts. This paper presents a general text categorization approach to categorize text segments into broader subject categories, such as categorizing a text string into a category of paper title in Mathematics or a category of conference name in Computer Science. Experimental results confirm its wide applicability to various digital library applications.

Original language	English
Title of host publication	Digital Libraries
Subtitle of host publication	Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings
Pages	323-331
Number of pages	9
DOIs	https://doi.org/10.1007/11599517_37
Publication status	Published - 2005
Externally published	Yes
Event	8th International Conference on Asian Digital Libraries, ICADL 2005 - Bangkok, Thailand Duration: 2005 Dec 12 → 2005 Dec 15

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3815 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	8th International Conference on Asian Digital Libraries, ICADL 2005
Country/Territory	Thailand
City	Bangkok
Period	2005/12/12 → 2005/12/15

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/11599517_37

Cite this

Chiao, H. C., Pu, H. T., & Chien, L. F. (2005). Annotating text segments using a web-based categorization approach. In Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings (pp. 323-331). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3815 LNCS). https://doi.org/10.1007/11599517_37

Annotating text segments using a web-based categorization approach. / Chiao, Hsin Chen; Pu, Hsiao Tieh; Chien, Lee Feng.
Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings. 2005. p. 323-331 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3815 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Chiao, HC, Pu, HT & Chien, LF 2005, Annotating text segments using a web-based categorization approach. in Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3815 LNCS, pp. 323-331, 8th International Conference on Asian Digital Libraries, ICADL 2005, Bangkok, Thailand, 2005/12/12. https://doi.org/10.1007/11599517_37

Chiao HC, Pu HT, Chien LF. Annotating text segments using a web-based categorization approach. In Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings. 2005. p. 323-331. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11599517_37

Chiao, Hsin Chen ; Pu, Hsiao Tieh ; Chien, Lee Feng. / Annotating text segments using a web-based categorization approach. Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings. 2005. pp. 323-331 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Annotating text segments using a web-based categorization approach

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