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

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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Revisiting human activity frameworks: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. / Kim, E.; Helal, Sumi.
International Conference on Sensor Systems and Software S-CUBE 2010: Sensor Systems and Software . ed. / Gerard Par; Philip Morrow. Berlin: Springer, 2011. p. 219-234 (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; Vol. 57).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Kim, E & Helal, S 2011, Revisiting human activity frameworks: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. in G Par & P Morrow (eds), International Conference on Sensor Systems and Software S-CUBE 2010: Sensor Systems and Software . Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 57, Springer, Berlin, pp. 219-234. https://doi.org/10.1007/978-3-642-23583-2_16

APA

Kim, E., & Helal, S. (2011). Revisiting human activity frameworks: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. In G. Par, & P. Morrow (Eds.), International Conference on Sensor Systems and Software S-CUBE 2010: Sensor Systems and Software (pp. 219-234). (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; Vol. 57). Springer. https://doi.org/10.1007/978-3-642-23583-2_16

Vancouver

Kim E, Helal S. Revisiting human activity frameworks: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. In Par G, Morrow P, editors, International Conference on Sensor Systems and Software S-CUBE 2010: Sensor Systems and Software . Berlin: Springer. 2011. p. 219-234. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering). doi: 10.1007/978-3-642-23583-2_16

Author

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

Bibtex

@inproceedings{1f63766526f44c4583042196c37852e9,
title = "Revisiting human activity frameworks: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering",
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. {\textcopyright} 2011 ICST Institute for Computer Science, Social Informatics and Telecommunications Engineering.",
keywords = "Activity theory, Generic activity framework, Human activity, Human activity Model, Human activity recognition, Activities of Daily Living, Activity recognition, Activity Theory, Comparative analysis, Human activities, Recognition accuracy, Recognition algorithm, Activity coefficients",
author = "E. Kim and Sumi Helal",
year = "2011",
doi = "10.1007/978-3-642-23583-2_16",
language = "English",
isbn = "9783642235825",
series = "Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering",
publisher = "Springer",
pages = "219--234",
editor = "Gerard Par and Philip Morrow",
booktitle = "International Conference on Sensor Systems and Software S-CUBE 2010",

}

RIS

TY - GEN

T1 - Revisiting human activity frameworks

T2 - Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

AU - Kim, E.

AU - Helal, Sumi

PY - 2011

Y1 - 2011

N2 - 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.

AB - 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.

KW - Activity theory

KW - Generic activity framework

KW - Human activity

KW - Human activity Model

KW - Human activity recognition

KW - Activities of Daily Living

KW - Activity recognition

KW - Activity Theory

KW - Comparative analysis

KW - Human activities

KW - Recognition accuracy

KW - Recognition algorithm

KW - Activity coefficients

U2 - 10.1007/978-3-642-23583-2_16

DO - 10.1007/978-3-642-23583-2_16

M3 - Conference contribution/Paper

SN - 9783642235825

T3 - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

SP - 219

EP - 234

BT - International Conference on Sensor Systems and Software S-CUBE 2010

A2 - Par, Gerard

A2 - Morrow, Philip

PB - Springer

CY - Berlin

ER -