Towards an interactive personal care system driven by sensor data

Stefano Bragaglia, Paola Mello, Davide Sottara

Research output: Contribution to journalConference article

Abstract

This demo presents an integrated application, exploiting technologies derived from various branches of Artificial Intelligence. The prototype, when triggered by an appropriate event, interacts with a person and expects them to perform a simple acknowledgement gesture: the following actions, then, depend on the actual recognition of this gesture. In order to achieve this goal, a combination of data stream processing and rule based programming is used. While the more quantitative components exploit techniques such as Clustering or (Hidden) Markov Models, the higher levels, more qualitative and declarative, are based on well known frameworks such as Event Calculus and Fuzzy Logic.

Original languageEnglish (US)
Pages (from-to)54-59
Number of pages6
JournalCEUR Workshop Proceedings
Volume860
StatePublished - Jan 1 2012
EventAI*IA Workshop on Popularize Artificial Intelligence, PAI 2012 - Rome, Italy
Duration: Jun 15 2012Jun 15 2012

Keywords

  • Activity recognition
  • Complex event processing
  • Event calculus
  • Sensor data fusion

ASJC Scopus subject areas

  • Computer Science(all)

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  • Cite this

    Bragaglia, S., Mello, P., & Sottara, D. (2012). Towards an interactive personal care system driven by sensor data. CEUR Workshop Proceedings, 860, 54-59.