Semantic Interlinking on Linked Data

• Project/Area Number: 25330369
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Web informatics, Service informatics
• Research Institution: National Institute of Informatics
• Principal Investigator: Ichise Ryutaro 国立情報学研究所, 情報学プリンシプル研究系, 准教授 (00332156)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000); Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
• Keywords: 人工知能 / セマンティックWeb / Linked Data / 機械学習 / インターネット高度化

Outline of Final Research Achievements

The number of entities on Linked Data is rapidly growing recently. In order to use Linked Data practically, we need to have enough links between entities. We developed novel methods for interlinking entities on Linked Data.

Research Products

• [Journal Article] Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm (2016)
  • Author(s): Khai Nguyen, Ryutaro Ichise
  • Journal Title: IEICE Transactions on Information and Systems Volume: Vol. E99-D, No. 6
  • NAID: 130005154731
  • Peer Reviewed
• [Journal Article] Heuristic-based Configuration Learning for Linked Data Instance Matching (2015)
  • Author(s): Khai Nguyen, Ryutaro Ichise
  • Journal Title: Proceedings of the 5th Joint International Semantic Technology Conference Volume: LNCS 9544 Pages: 56-72
  • Peer Reviewed
• [Journal Article] Automatic Inclusion of Semantics over Keyword-based Linked Data Retrieval (2014)
  • Author(s): Md-Mizanur Rahoman, Ryutaro Ichise
  • Journal Title: IEICE Transactions on Information and Systems Volume: E97-D Pages: 2852-2862
  • NAID: 130004841726
  • Peer Reviewed
• [Journal Article] inteSearch: An Intelligent Linked Data Information Access Framework (2014)
  • Author(s): Md-Mizanur Rahoman, Ryutaro Ichise
  • Journal Title: Proceedings of the 4th Joint International Semantic Technology Conference Volume: LNCS 8943 Pages: 151-163
  • Peer Reviewed
• [Journal Article] MAPSOM: User Involvement in Ontology Matching (2013)
  • Author(s): Vaclav Jirkovsky, Ryutaro Ichise
  • Journal Title: Proceedings of the 3rd Joint International Semantic Technology Conference Volume: 電子配布
  • Peer Reviewed
• [Journal Article] An Automatic Instance Expansion Framework for Mapping Instances to Linked Data Resources (2013)
  • Author(s): Natthawut Kertkeidkachorn, Ryutaro Ichise, Atiwong Suchato, Proadpran Punyabukkana
  • Journal Title: Proceedings of the 3rd Joint International Semantic Technology Conference Volume: 電子配布
  • Peer Reviewed
• [Journal Article] TLDRet: A Temporal Semantic Facilitated Linked Data Retrieval Framework (2013)
  • Author(s): Md-Mizanur Rahoman, Ryutaro Ichise
  • Journal Title: Proceedings of the 3rd Joint International Semantic Technology Conference Volume: 電子配布
  • Peer Reviewed
• [Presentation] ScSLINT: Time and Memory Efficient Interlinking Framework for Linked Data (2015)
  • Author(s): Khai Nguyen, Ryutaro Ichise
  • Organizer: International Semantic Web Conference
  • Place of Presentation: Proceedings of the ISWC 2015 Poster and Demonstrations Track (USA, Bethlehem)
  • Year and Date: 2015-10-11
  • Int'l Joint Research
• [Presentation] A Heuristic Approach for Configuration Learning of Supervised Instance Matching (2015)
  • Author(s): Khai Nguyen, Ryutaro Ichise
  • Organizer: International Semantic Web Conference
  • Place of Presentation: Proceedings of the ISWC 2015 Poster and Demonstrations Track (USA, Bethlehem)
  • Year and Date: 2015-10-11
  • Int'l Joint Research