Ontology alignment method based on multiple strategy learning

• 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
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000); Fiscal Year 2009: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000); Fiscal Year 2008: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000); Fiscal Year 2007: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
• Keywords: 知能情報処理 / 機械学習 / 人工知能 / インターネット高度化

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] The Role of Taxonomy Properties in Information Content Metrice (2010)
  • Author(s): Rual Ernesto Menendez-Mora, Ryutaro Ichise
  • Journal Title: Proceedings of the International Symposium on Matching and Meaning Pages: 22-26
  • Peer Reviewed
• [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] An Adaptive Machine Learning Framework with User Interaction for Ontology Matching (2009)
  • Author(s): Hoai-Viet To, Ryutaro Ichise, Hoai-Bac Le
  • Journal Title: Proceedings of IJCAI Workshop on Information Integration on the Web Pages: 35-40
  • Peer Reviewed
• [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 5447 Pages: 15-25
  • Peer Reviewed
• [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] Machine Learning Approach for Ontology Mapping Using Multiple Concept Similarity Measures (2008)
  • Author(s): Ryutaro Ichise
  • Journal Title: Proceedings of the 7th IEEE / ACIS Interna tional Conference on Computer and Information Science Pages: 340-346
  • Peer Reviewed
• [Journal Article] Results of the Ontology Alignment Evaluation Initiative 2008 (2008)
  • Author(s): Caterina Caracciolo, Jerome Euzenat, Laura Hollink, Ryutaro Ichise, Antoine Isaac, 他7名
  • Journal Title: Proceedings of the 3rd International Workshop on Ontology Matching Pages: 73-119
  • Peer Reviewed
• [Journal Article] Semantic and Event-Based Approach for Link Prediction (2008)
  • Author(s): Till Wohlfarth, Ryutaro Ichise
  • Journal Title: Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management Pages: 50-61
  • Peer Reviewed
• [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
  • Peer Reviewed
• [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
  • NAID: 110006440350
• [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: 人工知能学会誌 Vol.22, No.6 Pages: 818-825
  • NAID: 110006440350
  • Peer Reviewed
• [Presentation] オ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: 第22回人工知能学会全国大会
  • Place of Presentation: 北海道旭川市
  • Year and Date: 2008-03-12
• [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
• [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
• [Presentation] Finding Experts by Link Prediction in Co-authorship Networks (2007)
  • Author(s): Milen Pavlov, Ryutaro Ichise
  • Organizer: The 2nd International Workshop on Finding Experts on the Web with Semantics
  • Place of Presentation: 韓国
• [Remarks]
  • URL: http://ri-www.nii.ac.jp/OAEI/2008/index.html
• [Remarks]
  • URL: http://ri-www.nii.ac.jp/OAEI/2008/index.html