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Assurance-oriented activity recognition

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Assurance-oriented activity recognition. / Kim, E.; Helal, Sumi; Nugent, C. et al.
SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness. New York: ACM, 2011. p. 15-24.

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

Harvard

Kim, E, Helal, S, Nugent, C & Lee, JW 2011, Assurance-oriented activity recognition. in SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness. ACM, New York, pp. 15-24. https://doi.org/10.1145/2030045.2030051

APA

Kim, E., Helal, S., Nugent, C., & Lee, J. W. (2011). Assurance-oriented activity recognition. In SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness (pp. 15-24). ACM. https://doi.org/10.1145/2030045.2030051

Vancouver

Kim E, Helal S, Nugent C, Lee JW. Assurance-oriented activity recognition. In SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness. New York: ACM. 2011. p. 15-24 doi: 10.1145/2030045.2030051

Author

Kim, E. ; Helal, Sumi ; Nugent, C. et al. / Assurance-oriented activity recognition. SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness. New York : ACM, 2011. pp. 15-24

Bibtex

@inproceedings{8ee0abd7c15c4c69bfbe8dd297306863,
title = "Assurance-oriented activity recognition",
abstract = "Activity recognition (AR) research promises to enable a multitude of human-centric applications in smart environments. Nevertheless, application developers will require assurance mechanisms before they can confidently use and apply AR in real-world pervasive systems. In this work we propose an extension of an existing AR approach in which richer recognition semantics that address confidence and assurance are provided. Our approach differentiates between an activity and its effect and subsequently relies on verifying an activity by recognizing its effect. We present our approach along with a comparative experimental evaluation. {\textcopyright} 2011 ACM.",
keywords = "activity assurance, activity effect, activity effect knowledge base, activity recognition, activity verification, recognition assurances, situation, Application developers, Experimental evaluation, Human-centric, Pervasive systems, Smart environment, Knowledge based systems, Semantics",
author = "E. Kim and Sumi Helal and C. Nugent and J.W. Lee",
year = "2011",
doi = "10.1145/2030045.2030051",
language = "English",
isbn = "9781450309264",
pages = "15--24",
booktitle = "SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness",
publisher = "ACM",

}

RIS

TY - GEN

T1 - Assurance-oriented activity recognition

AU - Kim, E.

AU - Helal, Sumi

AU - Nugent, C.

AU - Lee, J.W.

PY - 2011

Y1 - 2011

N2 - Activity recognition (AR) research promises to enable a multitude of human-centric applications in smart environments. Nevertheless, application developers will require assurance mechanisms before they can confidently use and apply AR in real-world pervasive systems. In this work we propose an extension of an existing AR approach in which richer recognition semantics that address confidence and assurance are provided. Our approach differentiates between an activity and its effect and subsequently relies on verifying an activity by recognizing its effect. We present our approach along with a comparative experimental evaluation. © 2011 ACM.

AB - Activity recognition (AR) research promises to enable a multitude of human-centric applications in smart environments. Nevertheless, application developers will require assurance mechanisms before they can confidently use and apply AR in real-world pervasive systems. In this work we propose an extension of an existing AR approach in which richer recognition semantics that address confidence and assurance are provided. Our approach differentiates between an activity and its effect and subsequently relies on verifying an activity by recognizing its effect. We present our approach along with a comparative experimental evaluation. © 2011 ACM.

KW - activity assurance

KW - activity effect

KW - activity effect knowledge base

KW - activity recognition

KW - activity verification

KW - recognition assurances

KW - situation

KW - Application developers

KW - Experimental evaluation

KW - Human-centric

KW - Pervasive systems

KW - Smart environment

KW - Knowledge based systems

KW - Semantics

U2 - 10.1145/2030045.2030051

DO - 10.1145/2030045.2030051

M3 - Conference contribution/Paper

SN - 9781450309264

SP - 15

EP - 24

BT - SAGAware '11 Proceedings of the 2011 international workshop on Situation activity & goal awareness

PB - ACM

CY - New York

ER -