Research of a Method for Discovering Sustainable Design Knowledge

DOI

10.2991/mce-14.2014.44How to use a DOI?

Keywords

sustainable design; knowledge discovering; data mining; association rule; feature association

Abstract

to discover the associational knowledge between the structure and sustainable design features in sustainable design, a new method, namely, discovering knowledge based on patents, was proposed. It extracts the features of parts in the patent claims, analyzes the objective functions and the sustainable design features in the title or abstract, sets up training sets of parts features-objective functions and objective functions-sustainable design features. To obtain associational knowledge between sustainable design features-objective functions-parts features, a data mining algorithm is adopted to extract the association rules used for aiding product sustainable design. The method is verified by an example in this paper. The experimental result shows that the effectiveness of the method.

Copyright

© 2014, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Hui Zhang
PY  - 2014/03
DA  - 2014/03
TI  - Research of a Method for Discovering Sustainable Design Knowledge
BT  - Proceedings of the 2014 International Conference on Mechatronics, Control and Electronic Engineering
PB  - Atlantis Press
SP  - 202
EP  - 206
SN  - 1951-6851
UR  - https://doi.org/10.2991/mce-14.2014.44
DO  - 10.2991/mce-14.2014.44
ID  - Zhang2014/03
ER  -