Abstract
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. © Springer-Verlag Berlin Heidelberg 2012.
Cite
CITATION STYLE
Sugaya, S., Takayama, D., Kouno, A., & Suzuki, E. (2012). Intelligent data analysis by a home-use human monitoring robot. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7619 LNCS, pp. 381–391). https://doi.org/10.1007/978-3-642-34156-4_35
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