Incremental intention recognition

    Research output: Contribution to journalArticle

    Abstract

    This chapter describes a novel method for incremental intention recognition. It is performed and achieved by incrementally constructing a three layer Bayesian Network model as more actions are observed. The Bayesian Network is composed from a knowledge base of readily specified and readily maintained Bayesian Network fragments. Their simple structures allow easy maintenance by domain experts and also facilitate automatic construction from available plan corpora. Improved performance of the method on the Linux plan corpus case is exhibited.

    Original languageEnglish
    Pages (from-to)17-34
    Number of pages18
    JournalStudies in Applied Philosophy, Epistemology and Rational Ethics
    Volume9
    DOIs
    Publication statusPublished - 1 Jan 2013

    Fingerprint Dive into the research topics of 'Incremental intention recognition'. Together they form a unique fingerprint.

  • Cite this