2013 | OriginalPaper | Chapter
A Classifier Algorithm Exploiting User’s Environmental Context and Bio-signal for U-Home Services
Authors : HyunJu Lee, DongIl Shin, Dongkyoo Shin, SooHan Kim
Published in: Grid and Pervasive Computing
Publisher: Springer Berlin Heidelberg
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U-Home is a home-service through an interaction between human and object. Smart-home-middle-wear provides its users with services needed through interactions between users and home equipment. In this study, users’ conditions in four rooms with Smart-home-middle-wear using had been sent through EG sensor device and they were then classified by emotion-perceiving-agent-system adapting an algorithm. The emotions, which were experimented, had been divided into eight categories; Normal, Happy, Surprise, Fear, Neural, Joy, Stress(Yes) and Stress(No). In this study’s experiments, modified Decision Tree algorithm was adapted and it extracted over 90% of results totally.