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10th
Mexican
International Conference on Artificial Intelligence
November
26 - December 4, 2011, Puebla, Mexico
(Puebla city is located near Mexico City (1,5 hours),
regular buses are available from Mexico City Airport and Eastern Bus Terminal
TAPO)
25th Anniversary
of SMIA
10th Anniversary
Edition of MICAI
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Queen's University Belfast, UK |
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Knowledge validation, fusion and revision: coping with heterogeneous knowledge from multiple sources
Abstract: Uncertainty is pervasive -- modern information processing is characterized with dealing with unreliable, incomplete, vague, and imprecise knowledge and information. Uncertainty handling in knowledge and information has been a challenging problem, due to heterogeneity of uncertainty sources, modelling approaches, and characteristics. Fusion of multiple knowledge bases and information from different sources, subject to uncertainty and inconsistency, is an even harder task.
In this talk, I will discuss issues related to
Knowledge validation, fusion and revision. I will explore their
relationships, key challenges and highlight the importance of
selecting correct fusion/revision methods when facing a real-
world application. I will also touch upon various
theories/frameworks that are available to model different types
of uncertain knowledge / information, as well as the
implications of each of such theories/frameworks entails. |
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University of North Texas, USA |
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Natural Language Processing
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CICESE Research Center, Mexico |
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Freie Universität Berlin, Germany |
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Polish Academy of Sciences, Poland |
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Towards an Extended Zadeh's Computing With Words
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