Directed Effort - a generic measurand for higher level behavior analysis

Benedikt Gollan, Alois Ferscha

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

Abstract

Behavior and body language are essential components of human interaction. In this paper, we propose a meta-level representation of human behavior for interpretative, higher level applications in human-computer interaction systems called Directed Effort. A theoretical framework is described which is derived from behavioral and psychological sciences and which is designed to represent the commitment and interest of people towards objects via behavior analysis in real-life scenarios. Directed Effort, a score which allows the interpretation of detected behavior changes is introduced as a generic measurand. Furthermore, a prototypical implementation is documented to show the potential of the computed meta-level description of behavior.
Original languageEnglish
Title of host publicationInternational Conference on Physiological Computing Systems (PhyCS 2014), Proceedings
Number of pages8
Publication statusPublished - Jan 2014

Fields of science

  • 102 Computer Sciences

JKU Focus areas

  • Computation in Informatics and Mathematics
  • Engineering and Natural Sciences (in general)

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