Research on a high-performance sensor information processing infrastructure which supports noise correction, context recognition, and probability computation.

• Project/Area Number: 20700078
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Media informatics/Database
• Research Institution: University of Tsukuba
• Principal Investigator: KAWASHIMA Hideyuki University of Tsukuba, 大学院・システム情報工学研究科, 講師 (90407148)
• Project Period (FY): 2008 – 2009
• Project Status: Completed (Fiscal Year 2009)
• Budget Amount: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000); Fiscal Year 2008: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
• Keywords: ストリーム処理 / データストリーム処理 / 確率推論 / データベース / ベイジアンネットワーク / パタンマッチング / 来歴

Research Abstract

This research tackled on a high-performance sensor information processing infrastructure which supports noise correction, context recognition, and probability computation. The work includes provenance management, Kleene closure processing, Bayesian networks.

Research Products

• [Journal Article] ストリーム処理エンジンにおける効率的な来歴管理 (2009)
  • Author(s): 川島英之, 北川博之, 寺島裕貴
  • Journal Title: 日本データベース学会論文誌 Vol.8,No.1 Pages: 101-106
  • NAID: 40016752606
  • Peer Reviewed
• [Journal Article] データストリーム処理へのベイジアンネットワークの導入 (2009)
  • Author(s): 佐藤亮, 川島英之, 北川博之
  • Journal Title: 日本データベース学会論文誌 Vol.8,No.1 Pages: 137-142
  • NAID: 40016752612
  • Peer Reviewed
• [Journal Article] Efficient Probabilistic Event Stream Processing with Lineage and Kleene-plus (2009)
  • Author(s): Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Journal Title: Special Issue of International Journal of Communication Networks and Distributed Systems (IJCNDS) On Data Management in Ad Hoc and Sensor Networks for the Information-explosion Era Vol.2,No.4 Pages: 355-374
  • Peer Reviewed
• [Journal Article] ストリーム処理エンジンにおける効率的な来歴管理 (2009)
  • Author(s): 川島英之, 北川博之, 寺島裕貴
  • Journal Title: 日本データベース学会論文誌 8 Pages: 101-106
  • NAID: 40016752606
  • Peer Reviewed
• [Journal Article] データストリーム処理へのベイジアンネットワークの導入 (2009)
  • Author(s): 佐藤亮, 川島英之, 北川博之
  • Journal Title: 日本データベース学会論文誌 8 Pages: 137-142
  • NAID: 40016752612
  • Peer Reviewed
• [Journal Article] Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa (2009)
  • Author(s): Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Journal Title: Special Issue of International Journal of Communication Networks and Distributed Systems (IJCNDS) On Data Management in Ad Hoc and Sensor Networks for the Information-explosion Era (To Appear)
  • Peer Reviewed
• [Journal Article] ベイジアンネットワークを用いた確率的データストリーム処理システムの提案 (2008)
  • Author(s): 佐藤亮, 川島英之, 北川博之
  • Journal Title: 日本データベース学会論文誌 Vol.7,No.1 Pages: 157-162
  • NAID: 120007137964
  • Peer Reviewed
• [Journal Article] ベイジアンネットワークを用いた確率的データストリーム処理システムの提案 (2008)
  • Author(s): 佐藤亮, 川島英之, 北川博之
  • Journal Title: 日本データベース学会論文誌 7 Pages: 157-162
  • NAID: 120007137964
  • Peer Reviewed
• [Presentation] Optimization of Query Processing with Cache Conscious Buffering Operator (2010)
  • Author(s): Yoshishige Tsuji, Hideyuki Kawashima, Ikuo Takeuchi
  • Organizer: 6th International Workshop on Databases in Networked Information Systems(DNIS 2010)
  • Place of Presentation: University of Aizu, Fukushima
  • Year and Date: 2010-03-29
• [Presentation] Optimization of Query Processing with Cache Conscious Buffering Operator (2010)
  • Author(s): Yoshishige Tsuji, Hideyuki Kawashima, Ikuo Takeuchi
  • Organizer: Proc. 6th International Workshop on Databases in Networked Information Systems (DNIS 2010)
  • Place of Presentation: University of Aizu, Japan
• [Presentation] ネットワークセンシングシステムの目指す方向 (2009)
  • Author(s): 川島英之
  • Organizer: SICEセンシングフォーラム
  • Place of Presentation: 東京工業大学 大岡山キャンパス, 東京都
  • Year and Date: 2009-09-29
• [Presentation] Providing Persistence to Provenances on Stream Processing Environment (2009)
  • Author(s): Yuki Terajima, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: 3rd International Workshop on Sensor Webs, Databases and Mining in Networked Sensing Systems(SWDMNSS 2009)
  • Place of Presentation: Carnegie Mellon University, Pittsburg, USA
  • Year and Date: 2009-06-17
• [Presentation] Associating Bayesian Networks with Stream Data Processing (2009)
  • Author(s): Ryo Sato, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: 3rd International Workshop on Sensor Webs, Databases and Mining in Networked Sensing Systems(SWDMNSS 2009)
  • Place of Presentation: Carnegie Mellon University, Pittsburg, USA
  • Year and Date: 2009-06-17
• [Presentation] Pattern-based Window : A Novel Window Operator to Support Event Detection for Data Stream Processiiig (2009)
  • Author(s): Xin Li, Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. International Workshop on Sensor Network Technologies for Information Explosion Era (SeNTIE 2009)
  • Place of Presentation: Taipei, Taiwan
  • Year and Date: 2009-05-21
• [Presentation] Sharing Gesture Contents among Heterogeneous Robots", Proc. International Workshop on Data Management for Information Explosion in Wireless Networks (DMIEW 2009) (2009)
  • Author(s): Kenshiro Hirose, Hideyuki Kawashima, Satoru Satake, Michita Imai
  • Organizer: Proc. International Workshop on Sensor Network Technologies for Information Explosion Era (SeNTIE 2009)
  • Place of Presentation: Fukuoka, Japan
  • Year and Date: 2009-03-16
• [Presentation] Providing Persistence to Provenances on Stream Processing Environment (2009)
  • Author(s): Yuki Terajima, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. 3rd International Workshop on SensorWebs, Databases and Mining in Networked Sensing Systems (SWDMNSS 2009)
  • Place of Presentation: Carnegie Mellon University, Pittsburgh, USA
• [Presentation] Associating Bayesian Networks with Stream Data Processing (2009)
  • Author(s): Ryo Sato, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. 3rd International Workshop on SensorWebs, Databases and Mining in Networked Sensing Systems (SWDMNSS 2009)
  • Place of Presentation: Carnegie Mellon University, Pittsburgh, USA
• [Presentation] Pattern-based Window: A Novel Window Operator to Support Event Detection for Data Stream Processing (2009)
  • Author(s): Xin Li, Zhitao Shen, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. International Workshop on Sensor Network Technologies for Information Explosion Era (SeNTIE 2009)
  • Place of Presentation: Taipei, Taiwan
• [Presentation] Sharing Gesture Contents among Heterogeneous Robots (2009)
  • Author(s): Kenshiro Hirose, Hideyuki Kawashima, Satoru Satake, Michita Imai
  • Organizer: Proc. International Workshop on Data Management for Information Explosion in Wireless Networks (DMIEW 2009)
  • Place of Presentation: Fukuoka, Japan
• [Presentation] Semantic router using data stream to enrich services (2008)
  • Author(s): Koichi Inoue, Dai Akashi, Michihiro Koibuchi, Hideyuki Kawashima, Hiroaki Nishi
  • Organizer: Proc. International Conference on Future Internet Technologies (CFI08)
  • Place of Presentation: Seoul, Korea
  • Year and Date: 2008-06-18
• [Presentation] Lineage-based Probabilistic Event Stream Processing (2008)
  • Author(s): Shen Zhitao, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. International Workshop on Sensor Network Technologies for Information Explosion Era (SeNTIE 2008)
  • Place of Presentation: Beijing, China
  • Year and Date: 2008-04-27
• [Presentation] The Integration of Data Streams with Probabilities and a Relational Database using Bayesian Networks (2008)
  • Author(s): Ryo Sato, Hideyuki Kawashima, Hiroyuki Kitagawa
  • Organizer: Proc. International Workshop on Sensor Network Technologies for Information Explosion Era (SeNTIE 2008)
  • Place of Presentation: Beijing, China
  • Year and Date: 2008-04-27
• [Presentation] Models and Issues on Probabilistic Data Stream Systems with Bayesian Networks (2008)
  • Author(s): Hideyuki Kawashima, Ryo Sato, Hiroyuki Kitagawa
  • Organizer: Proc. 2nd InternationalWorkshop on SensorWebs, Databases and Mining in Networked Sensing Systems (SWDMNSS 2008)
  • Place of Presentation: Turku, Finland
• [Book] Stream-based Real World Information Integration Framework", in "Wireless Sensor Network Technologies for Information Explosion Era"(Studies in Computational Intelligence, to appear) (2010)
  • Author(s): Hiroyuki Kitagawa, Yousuke Watanabe, Hideyuki Kawashima, Toshiyuki Amagasa
  • Publisher: Springer book series
• [Book] Stream-based Real World Information Integration Framework (2010)
  • Author(s): Hiroyuki Kitagawa, Yousuke Watanabe, Hideyuki Kawashima, Toshiyuki Amagasa
  • Total Pages: 34
  • Publisher: Springer
• [Remarks]
  • URL: http://www.kde.cs.tsukuba.ac.jp/~kawasima
• [Remarks]
  • URL: http://www.kde.cs.tsukuba.ac.jp/~kawasima
• [Remarks]
  • URL: http://www.kde.cs.tsukuba.ac.jp/kawasima/research_report