Collaborative Ontology Development Approach for Multidisciplinary Knowledge: A Scenario-Based Knowledge Construction System in Life Cycle Assessment

• TAKHOM Akkharawoot

  School of Knowledge Science, Japan Advanced Institute of Science and Technology School of Information, Communication and Computer Technologies, Sirindhorn International Institute of Technology

• USANAVASIN Sasiporn

  School of Information, Communication and Computer Technologies, Sirindhorn International Institute of Technology

• SUPNITHI Thepchai

  Language and Semantic Technology Lab, National Electronics and Computer Technology Center

• IKEDA Mitsuru

  School of Knowledge Science, Japan Advanced Institute of Science and Technology

抄録

Creating an ontology from multidisciplinary knowledge is a challenge because it needs a number of various domain experts to collaborate in knowledge construction and verify the semantic meanings of the cross-domain concepts. Confusions and misinterpretations of concepts during knowledge creation are usually caused by having different perspectives and different business goals from different domain experts. In this paper, we propose a community-driven ontology-based application management (CD-OAM) framework that provides a collaborative environment with supporting features to enable collaborative knowledge creation. It can also reduce confusions and misinterpretations among domain stakeholders during knowledge construction process. We selected one of the multidisciplinary domains, which is Life Cycle Assessment (LCA) for our scenario-based knowledge construction. Constructing the LCA knowledge requires many concepts from various fields including environment protection, economic development, social development, etc. The output of this collaborative knowledge construction is called MLCA (multidisciplinary LCA) ontology. Based on our scenario-based experiment, it shows that CD-OAM framework can support the collaborative activities for MLCA knowledge construction and also reduce confusions and misinterpretations of cross-domain concepts that usually presents in general approach.

収録刊行物

• IEICE Transactions on Information and Systems

  IEICE Transactions on Information and Systems E101.D (4), 892-900, 2018

  一般社団法人 電子情報通信学会

キーワード

• sematic web
• ontology-based knowledge management
• collaborative framework
• multidisciplinary ontology development
• life cycle assessment

詳細情報

• CRID: 1390282679357956480
• NII論文ID: 130006602375
• DOI: 10.1587/transinf.2016iip0028
• ISSN: 17451361
• ISSN: 09168532
• Web Site: https://www.jstage.jst.go.jp/article/transinf/E101.D/4/E101.D_2016IIP0028/_pdf
• 本文言語コード: en
• データソース種別:
  • JaLC
  • Crossref
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可