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Uncertainty Management in Dialogue Systems

Abstract : Dialogue systems find more and more applications but the scientific improvements face difficulties to be transferred into the dialog technologies. France Telecom R&D is designing a new architecture based on uncertainty management in dialogue. Dialogue constraints lead to define a Logical Framework for Probabilistic Reasoning (LFPR) which results are close to the ones of the Evidence Theory and the Assumption-based Truth Maintenance System (ATMS). The paper eventually compares it to the Theory of Hints of Kohlas and Monney.
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Submitted on : Thursday, April 7, 2016 - 4:37:53 PM
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  • HAL Id : hal-01299455, version 1


Romain Laroche, Bernadette Bouchon-Meunier, P. Bretier. Uncertainty Management in Dialogue Systems. International Conference IPMU 2008, Jun 2008, Malaga, Spain. pp.705-712. ⟨hal-01299455⟩



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