• DocumentCode
    440153
  • Title

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

  • Author

    Soo, Von-Wun ; Lin, Szu-Yin ; Yang, Shih-Yao ; Lin, Shih-Neng ; Cheng, Shian-Luen

  • Author_Institution
    Dept. of Comput. Sci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
  • Volume
    1
  • fYear
    2005
  • fDate
    24-26 May 2005
  • Firstpage
    411
  • Abstract
    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.
  • Keywords
    document handling; groupware; knowledge management; multi-agent systems; ontologies (artificial intelligence); patents; software agents; Chemical Mechanical Polishing; TRIZ method; cooperative multiagent platform; industrial R&D environment; industrial knowledge management; information extraction; invention process; natural language processing; ontology; patent document analysis; software agent coordination; Computer industry; Data mining; Information analysis; Information retrieval; Knowledge management; Natural language processing; Ontologies; Research and development; Software agents; Text analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Supported Cooperative Work in Design, 2005. Proceedings of the Ninth International Conference on
  • Print_ISBN
    1-84600-002-5
  • Type

    conf

  • DOI
    10.1109/CSCWD.2005.194207
  • Filename
    1504114