A unified approach to handling uncertainty during cooperative consultations

Bhavani Raskutti, Ingrid Zukerman

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    1 Citation (Scopus)

    Abstract

    In this paper, we present a unified approach to handling uncertainty during plan inference in cooperative consultations. This approach assists with the following aspects of the plan inference process: inferring a user's intentions among a number of possibilities, deciding whether to admit an unlikely interpretation of the user's request or to actively acquire information from the user, determining whether a perceived ambiguity in a user's request is to be resolved by heuristics or by soliciting information from the user, and deciding whether a recognized intention is sufficiently detailed so that a plan may be proposed to satisfy it. We define an information-theoretic measure which allows us to determine the amount of information in an interpretation of a user's request, and show how this measure is combined with probabilities of interpretations to give preference to interpretations that are better defined. Our approach is implemented as part of a computerized consultant that operates as a travel agent.

    Original languageEnglish
    Title of host publicationPRICAI 1996
    Subtitle of host publicationTopics in Artificial Intelligence - 4th Pacific Rim International Conference on Artificial Intelligence, Proceedings
    PublisherSpringer-Verlag London Ltd.
    Pages85-96
    Number of pages12
    ISBN (Print)3540615326, 9783540615323
    DOIs
    Publication statusPublished - 1 Jan 1996
    EventPacific Rim International Conference on Artificial Intelligence 1996 - Cairns, Australia
    Duration: 26 Aug 199630 Aug 1996
    Conference number: 4th
    https://link.springer.com/book/10.1007/3-540-61532-6 (Proceedings)

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume1114
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    ConferencePacific Rim International Conference on Artificial Intelligence 1996
    Abbreviated titlePRICAI 1996
    CountryAustralia
    CityCairns
    Period26/08/9630/08/96
    Internet address

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