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Please use this identifier to cite or link to this item:
http://hdl.handle.net/10119/10923
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| Title: | Activity recognition using context-aware infrastructure ontology in smart home domain |
| Authors: | Wongpatikaseree, Konlakorn
Ikeda, Mitsuru
Buranarach, Marut
Supnithi, Thepchai
Lim, Azman Osman
Tan, Yasuo |
| Keywords: | Activity recognition
Context-aware infrastructure ontology
Ontology based activity recognition
Semantic ontology search |
| Issue Date: | 2012-11 |
| Publisher: | Institute of Electrical and Electronics Engineers (IEEE) |
| Magazine name: | 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS) |
| Start page: | 50 |
| End page: | 57 |
| DOI: | 10.1109/KICSS.2012.26 |
| Abstract: | Nowadays, activity recognition has been proposed in several researches. It is attractive to improve the ability of the activity recognition system because existing research on activity recognition systems still have an error in an ambiguous cases. In this paper, we introduce the novel technique to improve the activity recognition system in smart home domain. We propose the three contributions in this research. Firstly, we design the context-aware infrastructure ontology for modelling the user's context in the smart home. The innovative data, human posture, is added into the user's context for reducing the ambiguous cases. Secondly, we propose the concepts to distinguish the activities by object-based and location-based concepts. We also present the description logic (DL) rules for making the human activity decision based on our proposed concepts. Lastly, We conduct the Ontology Based Activity Recognition (OBAR) system for two purposes: to recognize the human activity, and to search the semantic information in the system, called semantic ontology search (SOS) system. The results show the system can recognize the human activity correctly and also reduce the ambiguous case. |
| Rights: | This is the author's version of the work. Copyright (C) 2012 IEEE. 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS), 2012, 50-57. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| URI: | http://hdl.handle.net/10119/10923 |
| Material Type: | author |
| Appears in Collections: | b11-1. 会議発表論文・発表資料 (Conference Papers)
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