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DETECTION OF SOCIAL INTERACTION IN SMART SPACES

Published: 01 February 2010 Publication History

Abstract

The pervasive sensing technologies found in smart environments offer unprecedented opportunities for monitoring and assisting the individuals who live and work in these spaces. An aspect of daily life that is important for one's emotional and physical health is social interaction. In this paper we investigate the use of smart environment technologies to detect and analyze interactions in smart spaces. We introduce techniques for collecting and analyzing sensor information in smart environments to help in interpreting resident behavior patterns and determining when multiple residents are interacting. The effectiveness of our techniques is evaluated using two physical smart environment test beds.

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cover image Cybernetics and Systems
Cybernetics and Systems  Volume 41, Issue 2
SOCIAL AWARENESS IN SMART SPACES: PART I
February 2010
103 pages
ISSN:0196-9722
EISSN:1087-6553
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Taylor & Francis, Inc.

United States

Publication History

Published: 01 February 2010

Author Tags

  1. machine learning
  2. sensor processing
  3. smart environments
  4. social interaction detection

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  • (2020)On multi-resident activity recognition in ambient smart-homesArtificial Intelligence Review10.1007/s10462-019-09783-853:6(3929-3945)Online publication date: 1-Aug-2020
  • (2019)Computational sustainability and the PHESS platformFuture Generation Computer Systems10.1016/j.future.2018.10.00692:C(329-341)Online publication date: 1-Mar-2019
  • (2018)Detecting occupancy and social interaction via energy and environmental monitoringInternational Journal of Sensor Networks10.1504/IJSNET.2018.09213627:1(61-69)Online publication date: 1-Jan-2018
  • (2017)Recognising Activities at HomeProceedings of the International Conference on Future Networks and Distributed Systems10.1145/3102304.3102321(1-11)Online publication date: 19-Jul-2017
  • (2017)Unsupervised learning of sensor topologies for improving activity recognition in smart environmentsNeurocomputing10.1016/j.neucom.2016.12.049234:C(93-106)Online publication date: 19-Apr-2017
  • (2017)Modeling interaction in multi-resident activitiesNeurocomputing10.1016/j.neucom.2016.05.110230:C(133-142)Online publication date: 22-Mar-2017
  • (2015)Privacy and technology challenges for ubiquitous social networkingInternational Journal of Ad Hoc and Ubiquitous Computing10.1504/IJAHUC.2015.06812718:3(121-138)Online publication date: 1-Mar-2015
  • (2015)Multioccupant Activity Recognition in Pervasive Smart Home EnvironmentsACM Computing Surveys10.1145/283537248:3(1-36)Online publication date: 9-Dec-2015
  • (2013)How lonely is your grandma?Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication10.1145/2494091.2497283(1285-1294)Online publication date: 8-Sep-2013
  • (2013)Multidimensional networksWorld Wide Web10.1007/s11280-012-0190-416:5-6(567-593)Online publication date: 1-Nov-2013
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