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Integrating declarative knowledge: Issues, algorithms and future work (2008)
| Venue: | In Proceedings of the Spring AAAI Symposium Series |
| Citations: | 2 - 1 self |
BibTeX
@INPROCEEDINGS{Kim08integratingdeclarative,
author = {Doo Soon Kim and Bruce Porter},
title = {Integrating declarative knowledge: Issues, algorithms and future work},
booktitle = {In Proceedings of the Spring AAAI Symposium Series},
year = {2008}
}
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Abstract
As information technology progresses, computers of these days can access more information than in the past, and thereby the need to integrate many pieces of knowl-edge increases. This paper discusses the integration of declarative knowledge. More specifically, it discusses the construction of a coherent knowledge representa-tion out of small pieces of knowledge using a back-ground KB. The paper will cover several challenging issues arising in knowledge integration, our approach and future work. One of the goals of AI is to build a comprehensive knowledge base incrementally by acquiring fragments of knowledge from multiple sources, probably by reading texts(fig. 1). The key facility in a system- apart from natural language processing, which is beyond the scope of this paper- is knowledge integration: the ability to combine fragments of knowledge into a coherent whole. Although some recent
