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- Gawronska, Barbara, et al.
(författare)
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Natural Language Technology In Multi-Source Information Fusion
- 2004
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Ingår i: Proceedings of the International IPSI-2004k Conference. - 8674661173
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Konferensbidrag (refereegranskat)abstract
- Information Fusion encompasses "the theory, techniques and tools conceived for exploiting the synergy in the information acquired from multiple sources" [http://www.inforfusion.org/mission.htm]. The main issue is to improve the quality of decisions utilizing several information sources (databases, sensors, simulations). Research on information fusion has focused on applications like robotics and command and control systems, but the need of information synergy concerns more and more fields. Natural language serves as important information source in all areas of human activity, but the integration of language into fusion systems is far from satisfactory. The paper discusses employing language technology in bioinformatics, and in industrial processes.
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- Gawronska, Barbara
(författare)
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Towards In-Depth Understanding of Biomedical Texts
- 2004
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Ingår i: the International IPSI-2004 Conference. - 8674661173
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- An essential part of bioinformatic research concerns the iterative process of validitating hypotheses by analysing facts stored in databases and in published literature. This process can be enhanced by language technology methods, in particular by automatic in-depth text understanding.A high-quality system for extracting relevant information from biological texts must include an algorithm for distinguishing between the background and the foreground information in a text, in order not to confuse the previous research referred to and the current research reported in a particular paper.Furthermore, text understanding requires a strategy for anaphora recognition. The paper focuses on these two issues in automatic processing of abstracts in the domain of genetics
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