A cooperative multi-agent platform for invention based on ontology and patent document analysis

Von Wun Soo, Szu Yin Lin, Shih Yao Yang, Shih Neng Lin, Shim Luen Cheng

研究成果: Article同行評審

81 引文 斯高帕斯(Scopus)

摘要

We propose a cooperative multi-agent platform to support the invention process based on the patent document analysis. It helps industrial knowledge managers to retrieve and analyze existing patent documents and extract structure information from patents with the aid of ontology and natural language processing techniques. It allows the invention process to be carried out through the cooperation and coordination among software agents delegated by the various domain experts in the complex industrial R&D environment. Furthermore, it integrates the patent document analysis with the inventive problem solving method known as TRIZ method that can suggest invention directions based on the heuristics or principles to resolve the contradictions among design objectives and engineering parameters. We chose the patent invention for chemical mechanical polishing (CMP) as our case study. However, the platform and techniques could be extended to most cooperative invention domains.

原文English
頁(從 - 到)766-775
頁數10
期刊Expert Systems with Applications
31
發行號4
DOIs
出版狀態Published - 2006

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