Knowledge exploratory project for nanodevice design and manufacturing

Authors:
Masaharu Yoshioka;Katsuhiro Tomioka;Shinjiroh Hara;Takashi Fukui
Affiliations:
Hokkaido Univeristy, Sapporo-shi, Hokkaido, Japan;Japan Science and Technology Agency, Sapporo-shi, Hokkaido, Japan;Hokkaido Univeristy, Sapporo-shi, Hokkaido, Japan;Hokkaido Univeristy, Sapporo-shi, Hokkaido, Japan
Venue:
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Year:
2010

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Abstract

We are developing a framework for knowledge creation in nanodevice development, based on collaboration between nanodevice engineers and computer science researchers. Development of nanodevices requires a variety of knowledge; some of this knowledge is tacit, based on the user's experience. Therefore, it is difficult to become a good engineer in this development process. We propose the concept of "Evidence-based experiment planning" and develop a process for supporting experiment planning in nanodevice development. This system applies knowledge discovery techniques to records of previous experiments to extract experienced engineers' tacit knowledge.