Classification and detection of intelligent house resident activities using multiagent
The intelligent home research requires understanding of the human behavior and recognizing patterns of activities of daily living (ADL).However instead of understand the psychosomatic nature of human early projects in this area simply employed intelligence to the household appliance.This paper pro...
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| المؤلفون الرئيسيون: | , , , |
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| التنسيق: | Conference or Workshop Item |
| اللغة: | English |
| منشور في: |
2013
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://repo.uum.edu.my/12008/1/PID60.pdf http://repo.uum.edu.my/12008/ http://www.icoci.cms.net.my/proceedings/2013/TOC.html |
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| المؤسسة: | Universiti Utara Malaysia |
| اللغة: | English |
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my.uum.repo.120082016-04-28T02:24:39Z http://repo.uum.edu.my/12008/ Classification and detection of intelligent house resident activities using multiagent ,, Mohd. Marufuzzaman M. B. I., Raez M. A. M., Ali Rahman, Labonnah F. QA76 Computer software The intelligent home research requires understanding of the human behavior and recognizing patterns of activities of daily living (ADL).However instead of understand the psychosomatic nature of human early projects in this area simply employed intelligence to the household appliance.This paper proposed an algorithm for detecting ADL.The proposed method is based on two opposite state entity extraction.The method reflects on the common data flow of smart home event sequence.The developed algorithm clusters the smart home events by isolating opposite status of home appliance. Result shows that, the algorithm can successfully identify 135 unique tasks of different lengths.This algorithm is surely being an alternate way of pattern recognition in intelligent home. 2013-08-28 Conference or Workshop Item PeerReviewed application/pdf en http://repo.uum.edu.my/12008/1/PID60.pdf ,, Mohd. Marufuzzaman and M. B. I., Raez and M. A. M., Ali and Rahman, Labonnah F. (2013) Classification and detection of intelligent house resident activities using multiagent. In: 4th International Conference on Computing and Informatics (ICOCI 2013), 28 -30 August 2013, Kuching, Sarawak, Malaysia. http://www.icoci.cms.net.my/proceedings/2013/TOC.html |
| institution |
Universiti Utara Malaysia |
| building |
UUM Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Utara Malaysia |
| content_source |
UUM Institutionali Repository |
| url_provider |
http://repo.uum.edu.my/ |
| language |
English |
| topic |
QA76 Computer software |
| spellingShingle |
QA76 Computer software ,, Mohd. Marufuzzaman M. B. I., Raez M. A. M., Ali Rahman, Labonnah F. Classification and detection of intelligent house resident activities using multiagent |
| description |
The intelligent home research requires
understanding of the human behavior and recognizing patterns of activities of daily living (ADL).However instead of understand the psychosomatic nature of human early
projects in this area simply employed intelligence to the household appliance.This paper proposed an algorithm for detecting ADL.The proposed method is based on two opposite state entity extraction.The method reflects on the common data flow of smart home event sequence.The developed algorithm clusters the smart home events by isolating opposite status of home appliance. Result shows that, the algorithm can successfully identify 135 unique tasks of different lengths.This algorithm is surely being an alternate way of pattern recognition in intelligent home. |
| format |
Conference or Workshop Item |
| author |
,, Mohd. Marufuzzaman M. B. I., Raez M. A. M., Ali Rahman, Labonnah F. |
| author_facet |
,, Mohd. Marufuzzaman M. B. I., Raez M. A. M., Ali Rahman, Labonnah F. |
| author_sort |
,, Mohd. Marufuzzaman |
| title |
Classification and detection of intelligent house resident activities using multiagent |
| title_short |
Classification and detection of intelligent house resident activities using multiagent |
| title_full |
Classification and detection of intelligent house resident activities using multiagent |
| title_fullStr |
Classification and detection of intelligent house resident activities using multiagent |
| title_full_unstemmed |
Classification and detection of intelligent house resident activities using multiagent |
| title_sort |
classification and detection of intelligent house resident activities using multiagent |
| publishDate |
2013 |
| url |
http://repo.uum.edu.my/12008/1/PID60.pdf http://repo.uum.edu.my/12008/ http://www.icoci.cms.net.my/proceedings/2013/TOC.html |
| _version_ |
1644280794946994176 |