Revisiting human activity frameworks:Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Kim, E. and Helal, Sumi (2011) Revisiting human activity frameworks:Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. In: International Conference on Sensor Systems and Software S-CUBE 2010. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering . Springer, Berlin, pp. 219-234. ISBN 9783642235825

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Abstract

A classical activity theory has for long been established as a de-facto framework on which many human activity models and recognition algorithms are based. We observed several limitations to the classical activity theory, mostly attributed to its inability to discern among seemingly similar concepts and artifacts. We discuss these limitations and introduce a generic activity framework that addresses these issues. We provide a comparative analysis to quantify the effect of our proposed framework on the accuracy of activity recognition using a benchmark of activities of daily living. We report significant improvement of the recognition accuracy. © 2011 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering.

Item Type:
Contribution in Book/Report/Proceedings
Subjects:
ID Code:
89968
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Deposited On:
29 Jan 2018 15:06
Refereed?:
Yes
Published?:
Published
Last Modified:
07 Jan 2020 04:34