A Goal-driven, assistive agent for instructing and guiding user activities.

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Current ambient assistive living solutions have adopted a traditional sensor-centric approach, involving data analysis and activity recognition to provide assistance to individuals. The reliance on sensors and activity recognition in this approach introduces a number of issues. This study introduces a novel approach to assistive living which intends to address these issues via a paradigm shift from a sensor centric approach to a goal-oriented one. The goal-oriented approach focuses on identification of user goals in order to pro-actively offer assistance by either pre-defined or dynamically constructed video-based instruction. This extended abstract introduces the architecture of this goal-oriented approach, covers the novel developments required to realize it and discusses the current state of the research.
LanguageEnglish
Title of host publicationFrontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence,
PublisherIOS Press
Pages186-188
Volume278
ISBN (Print)978-1-61499-588-3
Publication statusPublished - 1 Dec 2015

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Sensors

Keywords

  • Assistive Living
  • Goal Recognition
  • Intelligent Agents
  • Smart Home

Cite this

Rafferty, J., Nugent, C., Liu, J., & Chen, L. (2015). A Goal-driven, assistive agent for instructing and guiding user activities. In Frontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence, (Vol. 278, pp. 186-188). IOS Press.
Rafferty, Joseph ; Nugent, Chris ; Liu, Jun ; Chen, Liming. / A Goal-driven, assistive agent for instructing and guiding user activities. Frontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence,. Vol. 278 IOS Press, 2015. pp. 186-188
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Rafferty, J, Nugent, C, Liu, J & Chen, L 2015, A Goal-driven, assistive agent for instructing and guiding user activities. in Frontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence,. vol. 278, IOS Press, pp. 186-188.

A Goal-driven, assistive agent for instructing and guiding user activities. / Rafferty, Joseph; Nugent, Chris; Liu, Jun; Chen, Liming.

Frontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence,. Vol. 278 IOS Press, 2015. p. 186-188.

Research output: Chapter in Book/Report/Conference proceedingChapter

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T1 - A Goal-driven, assistive agent for instructing and guiding user activities.

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AB - Current ambient assistive living solutions have adopted a traditional sensor-centric approach, involving data analysis and activity recognition to provide assistance to individuals. The reliance on sensors and activity recognition in this approach introduces a number of issues. This study introduces a novel approach to assistive living which intends to address these issues via a paradigm shift from a sensor centric approach to a goal-oriented one. The goal-oriented approach focuses on identification of user goals in order to pro-actively offer assistance by either pre-defined or dynamically constructed video-based instruction. This extended abstract introduces the architecture of this goal-oriented approach, covers the novel developments required to realize it and discusses the current state of the research.

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KW - Intelligent Agents

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Rafferty J, Nugent C, Liu J, Chen L. A Goal-driven, assistive agent for instructing and guiding user activities. In Frontiers in Artificial Intelligence and Applications, The Thirteenth Scandinavian Conference on Artificial Intelligence,. Vol. 278. IOS Press. 2015. p. 186-188