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Study of the Visualization of Web Access Pattern for the Assisting of School Network Operation

Research Project

Project/Area Number 16500591
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionThe University of Tokushima

Principal Investigator

KANENISHI Kazuhide  The University of Tokushima, Center for Advanced Information Technology, Assistant professor, 高度情報化基盤センター, 助教授 (80204577)

Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2006: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2005: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2004: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsMining / SOM / Vizualization / User Behavior Pattern / Vector Space Model / Property Vector / Assisting of Network Operation / Administrator Assistance
Research Abstract

The purpose of this research is to development of the system that assists the school network operation. This system is able to visualize the information of the Web access pattern in an elementary school, junior high school and so on. So, Visualization assists the detection of the anomaly access. The large part of the internet use in the elementary school is browsing of the web site. There is a possibility that undesired internet access to the outside is hidden. The ability that administrator knows the situation accurately is required. As she/he takes careful to the individual privacy, the operation process is difficult. Then, we propose the method that web browsing history is statistically processed, and the browsing history is visualized at the same time. We propose the use of the vector space model. The property vector is made from the browsing pattern. We use SOM (Self-Organizing Maps) to classify this property vector. As a result, the two dimensional map is obtained. This visualized information made becomes a map that shows the overhead view about the browsing pattern as a whole. The administrator comes to be able to understand the usage pattern by intuition by the visualization. This system is a type of web mining system This system extracts features of user interests from the web content that users browses, and after that, creates a feature map by clustering and visualizing We made the prototype system. The prototype system was tried for a certain period in an educational institution. As a result, the effect of the information visualization that we proposed was confirmed.

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (34 results)

All 2006 2005 2004

All Journal Article (34 results)

  • [Journal Article] Peer-to-Peer File Sharing Communication Detection System Using the Traffic Feature Extraction2006

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of 2006 IEEE International Conference on Systems, Man and Cybernetics (SMC 2006)

      Pages: 2993-2997

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] P2Pファイル共有通信検出のためのトラフィック可視化による管理者支援システム2006

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会研究報告 Vol. 2006-DSM-41

      Pages: 61-66

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Peer-to-Peer File Sharing Communication Detection System Using the Traffic Feature Extraction2006

    • Author(s)
      Satoshi Taogawa
    • Journal Title

      Proceedings of the 2006 IEEE International Conference on System, Man and Cybernetics

      Pages: 2993-2997

    • Related Report
      2006 Annual Research Report
  • [Journal Article] P2Pファイル共有通信検出のためのトラフィック可視化による管理者支援システム2006

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会「分散システム/インターネット運用技術」研究会技術報告 Vol.20,06-DSM-41

      Pages: 61-66

    • Related Report
      2006 Annual Research Report
  • [Journal Article] トラフィック特徴抽出と可視化によるP2Pファイル共有通信検出支援システムの構築2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会研究報告 Vol. 2005-DSM-36

      Pages: 85-90

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Web閲覧特性に基づく管理者支援のための利用動向可視化システム2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会論文誌 Vol.46, No. 4

      Pages: 985-994

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Link Generation for Multiperspective Thinking on the Web : an Approach to Motivate Learners to Think2005

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Innovations in Education and Teaching International Vol.43, No. 2

      Pages: 137-149

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Tools for Multiperspective Thinking in Web-based Exploratory Learning2005

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of The 2005 International Conference on Active Media Technoloev(ATM2005)

      Pages: 163-168

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] dministrator Assistance System Based on Users Behavior Using Web-Browsing-Activity Visualization2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of The 2005 International Conference on Active Media Technology(ATM2005)

      Pages: 339-342

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Traffic Visualization System or Peer-to-Peer Communication Detection2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of 11th International Conference on Human-Computer Interaction (HCII2005) (CD-ROM)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Educational Serialization of Web Pages for Web-Based Exploratory Learning2005

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of the IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2005)

      Pages: 261-268

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 徳島大学における大学ポータルの構築とその運用について2005

    • Author(s)
      金西 計英
    • Journal Title

      情報処理学会研究報告 Vol. 2005-DSM-39

      Pages: 1-6

    • NAID

      110002952896

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] トラフィック特徴強化と可視化によるP2Pファイル共有通信検出支援システムの構築2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会研究報告 Vol. 2005-DSM-39

      Pages: 7-12

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 徳島大学における無線ネットワーク認証基盤とその運用2005

    • Author(s)
      三好 康夫
    • Journal Title

      情報処理学会研究報告 Vol. 2005-DSM-39

      Pages: 61-66

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ITを活用した学会・大会支援システムの構築2005

    • Author(s)
      山根 直之
    • Journal Title

      情報処理学会研究報告 Vol. 2005-DSM-39

      Pages: 67-72

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Users Activity Visualization System for Administrator Assistance based on Web Browsing Behavior2005

    • Author(s)
      Stoshi Togawa, WAVISABI
    • Journal Title

      Journal of Information Processing Society of Japan Vol.46 No4

      Pages: 985-994

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Link Generation for Multiperspective Thinking on the Web : an Approach to Motivate Learners to Think2005

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Innovations in Education and Teaching International Vol.43 No.2

      Pages: 137-149

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Tools for Multiperspective Thinking in Web-based Exploratory Learning2005

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of The 2005 International Conference on Active Media Technology(ATM2005)

      Pages: 163-168

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Administrator Assistance System Based on Users Behavior Using Web-Browsing-Activity Visualization2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of The 2005 International Conference on Active Media Technology(ATM2005)

      Pages: 339-342

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Traffic Visualization System or Peer-to-Peer Communication Detection2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of 11th International Conference on Human-Computer Interaction (HCII2005) (Published by CD-ROM)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Peer-to-Peer File Sharing Detection Assistance System Using the Traffic Activity Extraction and Visualization2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-36

      Pages: 85-90

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Construction and Operation Method of the University Information Portal in the Tokushima University2005

    • Author(s)
      Kazuhide Kanenishi
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-39

      Pages: 1-6

    • NAID

      110002952896

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Peer-to-Peer File Sharing Detection Assistance System Using the Traffic Activity Extraction and Visualization2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-39

      Pages: 7-12

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Implementation and Operation of Authentication Infrastructure for Wireless Network in Tokushima University2005

    • Author(s)
      Yasuo Miyoshi
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-39

      Pages: 61-66

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Development and operation of the academic conference support system2005

    • Author(s)
      Naoyuki Yamane
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-39

      Pages: 67-72

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Administrator Assistance System for Peer-to-Peer File Sharing Communication Detection2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      The Special Interest Group Notes of IPSJ Vol.2005-DSM-41

      Pages: 61-66

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] WAVISABI : WEB閲覧特性に基づく管理者支援のための利用動向可視化システム2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会論文誌 Vol.46,No.4

      Pages: 985-994

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Administrator Assistance System Based on Users Behavior Using Web-Browsing-Activity Visualization2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceeding of the 2005 International Conference on Active Media technology

      Pages: 339-342

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Traffice Visualization System for Peer-to-Peer Communication Detection2005

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceeding of 11^<th> International Conference on Human-Computer Interaction (Published CD-ROM only)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] トラフィック特徴強化と可視化によるP2Pファイル共有通信検出支援システムの構築2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会「分散システム/インターネット運用技術」研究会技術報告 2005-DSM-3

      Pages: 7-12

    • Related Report
      2005 Annual Research Report
  • [Journal Article] WAVISABI : WEB閲覧特性に基づく管理者支援のための利用動向可視化システム2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会論文誌 Vol.46, No.4(採録決定)

    • Related Report
      2004 Annual Research Report
  • [Journal Article] トラフィック特徴抽出と可視化によるP2Pファイル共有通信検出支援システムの構築2005

    • Author(s)
      戸川 聡
    • Journal Title

      情報処理学会研究報告 Vol.2005, No.31

      Pages: 85-90

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Learning Process Sharing for Educational Modification of the Web2004

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of ED-MEDIA 2004

      Pages: 1187-1192

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Adaptive Link Generator for Multiperspective Thinking in Web-Based Exploratory Learning2004

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of the IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2004)

      Pages: 216-223

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary

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Published: 2004-04-01   Modified: 2016-04-21  

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