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Title:
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FUZZY THEORY APPLIED ON THE USER MODELING IN SPEECH INTERFACE |
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Author(s):
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Valéria Farinazzo Martins Salvador , Marco Túlio Carvalho De Andrade , André Luiz Kawamoto , João Soares De Oliveira Neto |
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ISBN:
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978-972-8924-39-3 |
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Editors:
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António Palma dos Reis, Katherine Blashki and Yingcai Xiao (series editors:Piet Kommers, Pedro Isaías and Nian-Shing Chen) |
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Year:
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2007 |
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Edition:
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Single |
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Keywords:
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Fuzzy Theory, Speech Interface, User Modeling, Adaptability. |
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Type:
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Short Paper |
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First Page:
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201 |
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Last Page:
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205 |
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Language:
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English |
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Cover:
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Full Contents:
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click to dowload 
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Paper Abstract:
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Most of software systems are not developed taking into account the heterogenous needs of the users. It is known that each
user has different levels of knowledge, goals, abilities and preferences. This emphasizes the need of developing systems
that can adapt themselves to each type of user or stereotype. Since the description of the knowledge and characteristics of
the user involves uncertainnes and vagueness sense, the Fuzzy Theory can be used to perform the User Modeling in order
to work with this vagueness. This paper proposes user behavior modeling for speech interfaces using a Fuzzy-based
structure, which can properly reflect some characteristics of the user in the model, and apply this model in order to adapt
the dialogue management and the content of queries to the user´s needs. |
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