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Focus of Attention in the Hearsay-II Speech Understanding System

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Proceedings of the Fifth International Joint Conference on Artificial Intelligence. Natural Language. Pages 27-34.

Abstract

Using the concepts of stimulus and response frames of scheduled knowledge source instantiations, competition among alternative responses, goals, and the desirability of a knowledge source instantiation, a general aUentlonal control mechanism is developed. This general focusing mechanism facilitates the experimental evaluation of a variety of specific attentional control policies (such as best-first, bottom-:-up, and top-down search strategies) and allows the modular addition of specialized heuristics for the speech understanding task . Empirical results demonstrate the effectiveness of the focusing prin.ciples, and possible directions for future research are considered.

Frederick Hayes-Roth, and Victor R. Lesser. 1977. Focus of Attention in the Hearsay-II Speech Understanding System. In Proceedings of the Fifth International Joint Conference on Artificial Intelligence, IJCAI-77. IJCAI, 27–34. https://ijcai.org/proceedings/1977/7
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