Semantic methods of intelligent assistant developing

Dmitry Palchunov, A. S. Tregubov

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

Abstract

Human-computer interaction with people whose visual perception is limited is possible only with tactile and voice interfaces, the latter are being used more and more recently. The aim of the work is to create an intelligent assistant for an indoor navigation system designed for blind and visually impaired people. The development of an intelligent assistant is based on a semantic user model and a four-level ontological model of the subject domain. To build a dialogue between an intelligent assistant and a user, we use the theory of speech acts, argumentation theory and case-based reasoning. The developed software system is aimed at identifying the desires and user needs and proposing possible user actions aimed at achieving them. The system allows for the decomposition of user tasks and the formation of a sequence of their execution based on semantic models of the user and the subject domain.

Original languageEnglish
Title of host publication2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages30-35
Number of pages6
ISBN (Electronic)978-1-6654-6719-3
DOIs
Publication statusPublished - 2021
Event2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021 - Novosibirsk, Russian Federation
Duration: 4 Dec 2021 → …

Publication series

Name2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021

Conference

Conference2021 International Symposium on Knowledge, Ontology, and Theory, KNOTH 2021
Country/TerritoryRussian Federation
CityNovosibirsk
Period04.12.2021 → …

Keywords

  • argumentation theory
  • case-based reasoning
  • Intelligent assistant
  • intent recognition
  • machine learning
  • natural language processing
  • ontology

OECD FOS+WOS

  • 1.02 COMPUTER AND INFORMATION SCIENCES

Fingerprint

Dive into the research topics of 'Semantic methods of intelligent assistant developing'. Together they form a unique fingerprint.

Cite this