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A constraint-based model for cooperative response generation in information dialogues


Author(s) : Steve Beale Yan Qu, 
Publisher : N/A
Publication Date : 1999
ISSN : N/A
Abstract : This paper presents a constraint-based model for cooperative response generation for information systems dialogues, with an emphasis on detecting and resolving situations in which the user's information needs have been over-constrained. Our model integrates and extends the AI techniques of constraint satisfaction, solution synthesis and constraint hierarchy to provide an incremental computational mechanism for constructing and maintaining partial parallel solutions. Such a mechanism supports immediate detection of overconstrained situations. In addition, we explore using the knowledge in the solution synthesis network to support different relaxation strategies.,