TY - GEN
T1 - Location-based concept in activity log ontology for activity recognition in smart home domain
AU - Wongpatikaseree, Konlakorn
AU - Ikeda, Mitsuru
AU - Buranarach, Marut
AU - Supnithi, Thepchai
AU - Lim, Azman Osman
AU - Tan, Yasuo
PY - 2013
Y1 - 2013
N2 - Activity recognition plays an important role in several researches. Nevertheless, the existing researches suffer various kinds of problems when human has a different lifestyle. To address these short-comings, this paper proposes the activity log in the context-aware infrastructure ontology in order to interlink the history user's context and current user's context. In this approach, the location-based concept is built into the activity log for producing the description logic (DL) rules. The relationship between activities in the same location is investigated for making the result of activity recognition more accurately. We also conduct the semantic ontology search (SOS) system for evaluating the effectiveness of our proposed ideas. The semantic data can be retrieved through SOS system, including, human activity and activity of daily living (ADL). The results from SOS system showed the advantage overcome the existing system when uses the location-based concept in activity log ontology.
AB - Activity recognition plays an important role in several researches. Nevertheless, the existing researches suffer various kinds of problems when human has a different lifestyle. To address these short-comings, this paper proposes the activity log in the context-aware infrastructure ontology in order to interlink the history user's context and current user's context. In this approach, the location-based concept is built into the activity log for producing the description logic (DL) rules. The relationship between activities in the same location is investigated for making the result of activity recognition more accurately. We also conduct the semantic ontology search (SOS) system for evaluating the effectiveness of our proposed ideas. The semantic data can be retrieved through SOS system, including, human activity and activity of daily living (ADL). The results from SOS system showed the advantage overcome the existing system when uses the location-based concept in activity log ontology.
KW - Activity log
KW - Activity of daily living
KW - Activity recognition
KW - Description logic rules
KW - Location-based concept
KW - The semantic ontology search
UR - https://www.scopus.com/pages/publications/84892994163
U2 - 10.1007/978-3-642-37996-3_24
DO - 10.1007/978-3-642-37996-3_24
M3 - Conference contribution
AN - SCOPUS:84892994163
SN - 9783642379956
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 326
EP - 331
BT - Semantic Technology - Second Joint International Conference, JIST 2012, Proceedings
T2 - 2nd Joint International Conference on Semantic Technology, JIST 2012
Y2 - 2 December 2012 through 4 December 2012
ER -