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作者:

Gao, Ming-Xia (Gao, Ming-Xia.) | Liu, Chun-Nian (Liu, Chun-Nian.)

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摘要:

The goal of an on-line ontology-based question-answering system is to automatically derive answers from ontology knowledge bases without demanding additional information or intervention from users. This paper focuses on solving mapping task from question variable to OWL elements, which belongs to component of question understanding in question answering system. The paper presents a principled approach, which builds on tokens of question and syntax or semantic relations from NLP into set of variables and functions of constrain, and a sound optimization-based assigning mechanism to find sound substitute in OWL knowledge for question variables. A preliminary evaluation on the International WIC Institute knowledge and questions is presented.

关键词:

Knowledge acquisition Knowledge based systems Knowledge representation Natural language processing systems Ontology Optimization Semantics

作者机构:

  • [ 1 ] [Gao, Ming-Xia]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Liu, Chun-Nian]Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology, Beijing University of Technology, Beijing 100022, China

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来源 :

Acta Electronica Sinica

ISSN: 0372-2112

年份: 2007

期: 8

卷: 35

页码: 1598-1602

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