Domain-specific formal ontology of archaeology and its application in knowledge acquisition and analysis |
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Authors: | Email author" target="_blank">Chun-Xia?ZhangEmail author Cun-Gen?Cao Fang?Gu Jin-Xin?Si |
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Affiliation: | (1) Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, The Chinese Academy of Sciences, 100080 Beijing, P.R. China;(2) Graduate School of the Chinese Academy of Sciences, 100039 Beijing, P.R. China |
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Abstract: | Inherent heterogeneity and distribution of knowledge strongly prevent knowledge from sharing and reusing among different agents
and software entities, and a formal ontology has been viewed as a promising means to tackle this problem. In this paper, a
domain-specific formal ontology of archaeology is presented. The ontology mainly consists of three parts: archaeological knowledge,
but also provides archaeology with an explicit and formal specification of a shared conceptualization, thus making archaeological
knowledge shareable and reusable across humans and machines in a structured fashion. Further, we propose a method to verify
ontology correctness based on the individuals of categories. As applications of the ontology, we have developed an ontology-driven
approach to knowledge acquisition from archaeological text and a question answering system for archaeological knowledge.
This work is supported by the National Natural Science Foundation of China (Grant Nos. 60073017 and 60273019), and the Ministry
of Science and Technology (Grant Nos.2001CCA03000 and 2002DEA30036).
Chun-Xia Zhang is a Ph.D. candidate of Institute of Computing Technology (ICT), the Chinese Academy of Sciences (CAS). Her main research
interests are ontology analysis and automatic knowledge acquisition from archaeological texts.
Cun-Gen Cao is a professor of ICT, CAS. His research interests include knowledge acquisition and sharing, text mining and intelligent
tutoring.
Fang Gu is a Ph.D. candidate of ICT, CAS. Her main research interests are ontological engineering and knowledge acquisition.
Jin-Xin Si is a Ph.D. candidate of ICT, CAS. His main research interests are ontology management and knowledge acquisition. |
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Keywords: | domain-specific ontology archaeology category ontology correctness knowledge acquisition questionanswering system |
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