Ontology alignment method based on multiple strategy learning

2009 Fiscal Year Final Research Report

• Project/Area Number: 19680008
• Research Category: Grant-in-Aid for Young Scientists (A)
• Allocation Type: Single-year Grants
• Research Field: Intelligent informatics
• Research Institution: National Institute of Informatics
• Principal Investigator: ICHISE Ryutaro National Institute of Informatics, 情報学プリンシプル研究系, 准教授 (00332156)
• Project Period (FY): 2007 – 2009
• Keywords: 知能情報処理

Research Abstract

We developed high performance ontology alignment method based on multiple strategy learning. In addition to it, we developed practical dataset used for evaluating ontology alignment methods.

Research Products

• [Journal Article] he Role of Taxonomy Properties in Information Content Metrics (2010)
  • Author(s): Raul Ernesto Menendez-Mora, Ryutaro Ichise
  • Pages: 22-26
• [Journal Article] An Adaptive Machine Learning Framework with User Interaction for Ontology Matching (2009)
  • Author(s): Hoai-Viet To, Ryutaro Ichise, Hoai-Bac Le
  • Journal Title: roceedings of IJCAI Workshop on Information Integration on the web Pages: 35-40
• [Journal Article] Evaluation of Similarity Measures for Ontology Mapping (2009)
  • Author(s): Ryutaro Ichise
  • Journal Title: New Frontiers in Artificial Intelligence, Lecture Notes in Computer Science Vol.5447 Pages: 15-25
• [Journal Article] Semantic and Event-Based Approach for Link Predictio (2008)
  • Author(s): Till Wohlfarth, Ryutaro Ichise
  • Journal Title: Proceedings of the 7th International Conference on Practical Aspects of Knowledge Managemen Pages: 50-61
• [Journal Article] Results of the Ontology Alignment Evaluation Initiative 2008 (2008)
  • Author(s): Caterina Caracciolo, Jerome Euzenat, Laura Hollink, Ryutaro Ichise, Antoine Isaac, Veronique Malaise, Christian Melicke, Juan Pane, Pavel Shvaiko, Heiner Stuckenschmidt, Ondrej Svab, Vojtech Svatek
  • Journal Title: Proceedings of the 3rd International Workshop on Ontology Matching Pages: 73-119
• [Journal Article] Machine Learning Approach for Ontology Mapping Using Multiple Concept Similarity Measures (2008)
  • Author(s): Ryutaro Ichise
  • Journal Title: Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science Pages: 340-346
• [Journal Article] 計算機による分類概念の構築 (2008)
  • Author(s): 市瀬龍太郎
  • Journal Title: 情報の科学と技術 Vol.58,No.2 Pages: 78-83
• [Journal Article] 情報の意味的な統合とオントロジー写像 (2007)
  • Author(s): 市瀬龍太郎
  • Journal Title: 工知能学会誌 Vol.22,No.6 Pages: 818-825
• [Presentation] ントロジーマッピングに有効な特徴の抽出 (2008)
  • Author(s): 市瀬龍太郎
  • Organizer: 22回人工知能学会全国大会
  • Year and Date: 20080000
• [Presentation] Finding Experts by Link Prediction in Co-authorship Networks (2007)
  • Author(s): Milen Pavlov, Ryutaro Ichise
  • Organizer: Proceedings of the 2nd International Workshop on Finding Experts on the Web with Semantics
  • Year and Date: 20070000
• [Remarks]
  • URL: http://ri-www.nii.ac.jp/OAEI/2008/index.html