Title :
Time sequence data mining for cooking support robot
Author :
Nakauchi, Yasushi ; Fukuda, Tsukasa ; Noguchi, Katsunori ; Matsubara, Takashi
Author_Institution :
Grad. Sch. of Syst. & Info. Eng., Tsukuba Univ, Ibaraki, Japan
Abstract :
Recent development of information technology is making electric household appliances computerized and networked. If the environments surrounding us could recognize our activities indirectly by sensors, the novel services, which respect our activities, can be possible. In this paper, we propose human activity recognition system, which infers the next human action by taking account of the past human behaviors observed so far. We also developed cooking support robot, which suggests what the human should do next by voice and gesture. Experimental results confirmed the feasibility of the inference system and the quality of support.
Keywords :
data mining; home automation; inference mechanisms; mobile robots; service robots; cooking support robot; data mining; electric household appliance; human activity recognition system; inference system; information technology; Computer networks; Data mining; Home appliances; Humans; Information technology; Intelligent robots; Intelligent sensors; Mobile robots; Robot sensing systems; Robot vision systems; Data Mining; Human-Robot Interaction; Intelligent Environment; Mobile Robot;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554323