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Authors: Xingjie Zeng 1 ; Fang Li 1 ; Dongmo Zhang 1 and Athena I.Vakali 2

Affiliations: 1 Shanghai Jiaotong University, China ; 2 Aristotle University of Thessaloniki, Greece

Keyword(s): XML based applications, Bootstrapping method, Pattern Acquisition, Information Extraction

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Industrial Applications of Artificial Intelligence ; Verification and Validation of Knowledge-Based Systems

Abstract: Extensible Markup Language (XML) has been widely used as a middleware because of its flexibility. Fixed domain is one of the bottlenecks of Information Extraction (IE) technologies. In this paper we present a XML-based domain-adaptable bootstrapping method of pattern acquisition, which focuses on minimizing the cost of domain migration. The approach starts from a seed corpus with some seed patterns; extends the corpus based on the seed corpus through the Internet and acquires the new patterns from extended corpus. Positive and negative examples classified from training corpus are used to evaluate the patterns acquired. The result shows our method is a practical way in pattern acquisitions.

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Paper citation in several formats:
Zeng, X.; Li, F.; Zhang, D. and I.Vakali, A. (2004). A XML-BASED BOOTSTRAPPING METHOD FOR PATTERN ACQUISITION. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 303-308. DOI: 10.5220/0002607803030308

@conference{iceis04,
author={Xingjie Zeng. and Fang Li. and Dongmo Zhang. and Athena I.Vakali.},
title={A XML-BASED BOOTSTRAPPING METHOD FOR PATTERN ACQUISITION},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={303-308},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002607803030308},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - A XML-BASED BOOTSTRAPPING METHOD FOR PATTERN ACQUISITION
SN - 972-8865-00-7
IS - 2184-4992
AU - Zeng, X.
AU - Li, F.
AU - Zhang, D.
AU - I.Vakali, A.
PY - 2004
SP - 303
EP - 308
DO - 10.5220/0002607803030308
PB - SciTePress