2012 | OriginalPaper | Buchkapitel
Intelligent Data Analysis by a Home-Use Human Monitoring Robot
verfasst von : Shinsuke Sugaya, Daisuke Takayama, Asuki Kouno, Einoshin Suzuki
Erschienen in: Advances in Intelligent Data Analysis XI
Verlag: Springer Berlin Heidelberg
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In this paper, we argue that a home-use autonomous mobile robot is a platform for a new kind of Intelligent Data Analysis (IDA). Recent advancement of hardware and software for robotics have enabled us to construct a small yet powerful, autonomous mobile robot from components in low cost. Such a robot is able to perform machine learning and data mining in the real world for a long period, which opens a new avenue for IDA. This paper improves and studies one of our monitoring robots in detail to reveal promising directions and challenges inherent in the new kind of IDA.