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Designing of traffic mining system that detects an abnormal behavior in the school networking

Research Project

Project/Area Number 19300283
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

KANENISHI Kazuhide  The University of Tokushima, 大学開放実践センター, 教授 (80204577)

Co-Investigator(Kenkyū-buntansha) TOGAWA Satoshi  四国大学, 経営情報学部, 講師 (20399166)
MENDORI Takahiko  高知工科大学, 工学部, 講師 (60320123)
MATSUURA Kenji  徳島大学, 高度情報化基盤センター, 准教授 (10363136)
MITSUHARA Hiroyuki  徳島大学, 大学院・ソシオテクノサイエンス研究部, 講師 (90363134)
MIYOSHI Yasuo  高知大学, 教育研究部自然科学系理学部門, 助教 (20380115)
Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2009: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2008: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2007: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywords管理者支援 / マイニング / SOM / 可視化 / 異常検知 / P2P通信 / ベクトル空間モデル / 視覚化 / 利用者動向 / 認証 / 認可 / 個人属性情報 / ネットワーク運用支援 / 特徴ベクトル / ネットワーク運用管理 / 管理者支
Research Abstract

Any longer, we cannot overlook the problem that the Peer-to-Peer(P2P) file-sharing software causes. The school staff prohibits the use of the P2P software at a lot of schools. However, it is difficult to limit the P2P software use. The load of the network administrator increases. In this research, we aim at the administrator's support for the anomaly detection on the network. We developed the traffic-mining tool that can visualize the traffic status concretely, and verified the effectiveness.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (52 results)

All 2011 2010 2009 2008 2007

All Journal Article (39 results) (of which Peer Reviewed: 39 results) Presentation (13 results)

  • [Journal Article] Peer-to-Peer File Sharing Communication Detection System with Traffic Mining and Visualization2009

    • Author(s)
      Satoshi Togawa、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      Proceedings of 13th International Conference on Human-Computer Interaction (HCII2009) LNCS5610

      Pages: 900-909

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] ネットワークの利用動向からの異常検知手法について2009

    • Author(s)
      金西計英、戸川聡、松浦健二、光原弘幸、矢野米雄
    • Journal Title

      学術情報処理研究 Vol.13

      Pages: 74-83

    • NAID

      130007607483

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 徳島大学におけるポータルシステムの構成とその運用について2009

    • Author(s)
      金西計英、松浦健二、大家隆弘、佐野雅彦、北研二、矢野米雄
    • Journal Title

      大学情報システム環境研究 Vol.12

      Pages: 34-42

    • NAID

      40016607220

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Authentication and Authorization exchange for University Federatio2009

    • Author(s)
      Masahiro Nakagawa、Kazuhide Kanenishi、Kenji Matsuura、Yasuo Miyoshi、Hiroyuki Mitsuhara, Yoneo Yano
    • Journal Title

      Proceedings of the 17th International Conference on Computers in Education

      Pages: 477-479

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Niche-Learning: New Learning Style Using Public Display System2009

    • Author(s)
      Hiroyuki Mitsuhara、Junko Matsumoto、Noriko Uosaki、Mihoko Teshigawara、Kenji Kume, Yoneo Yano
    • Journal Title

      Proceedings of ED-MEDIA 2009 World Conference on Educational Multimedia, Hypermedia & Telecommunications

      Pages: 1167-1175

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Paper-Top Interface in Classroom2009

    • Author(s)
      Hiroyuki Mitsuhara、Yoshiki Yamada、Toshiyuki Moriyama、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      Proceedings of International Conference on Cognition and Exploratory Learning in Digital Age 2009

      Pages: 299-301

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Design of Social Networking Service for Supporting Learning Habits Development2009

    • Author(s)
      Yasuo Miyoshi、Ryo Okamoto、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      Proceedings of International Conference on Cognition and Exploratory Learning in Digital Age 2009

      Pages: 396-399

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Raising Hand Action Detection using Wireless Game Controller for Teaching Assistance System2009

    • Author(s)
      Shiho Fujii、Satoshi Togawa、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      2009 International Workshop on Nonlinear Circuits and Signal Processing (NCSP'09)

      Pages: 325-328

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] ネットワークの利用動向からの異常検知手法について2009

    • Author(s)
      金西計英, 他
    • Journal Title

      学術情報処理研究 Vol.13

      Pages: 74-83

    • NAID

      130007607483

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 徳島大学におけるポータルシステムの構成とその運用について2009

    • Author(s)
      金西計英, 他
    • Journal Title

      大学情報システム環境研究 Vol.12

      Pages: 34-42

    • NAID

      40016607220

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Authentication and Authorization exchange for University Federation2009

    • Author(s)
      Masahiro Nakagawa, et al.
    • Journal Title

      Proceedings of the 17th International Conference on Computers in Education

      Pages: 477-479

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Niche-Learning : New Learning Style Using Public Display System2009

    • Author(s)
      Hiroyuki Mitsuhara, et al.
    • Journal Title

      Proceedings of ED-MEDIA 2009 World Conference on Educational Multimedia, Hypermedia & Telecommunications

      Pages: 1167-1175

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Paper-Top Interface in Classroom2009

    • Author(s)
      Hiroyuki Mitsuhara, et al.
    • Journal Title

      Proceedings of International Conference on Congnition and Exploratory Learning in Digital Age 2009

      Pages: 299-301

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Design of Social Networking Service for Supporting Learning Habits Development2009

    • Author(s)
      Yasuo Miyoshi, et al.
    • Journal Title

      Proceedings of International Conference on Cognition and Exploratory Learning in Digital Age 2009

      Pages: 396-399

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Raising Hand Action Detection using Wireless Game Controller for Teaching Assistance System2009

    • Author(s)
      Shiho Fujii
    • Journal Title

      2009 International Workshop on Nonlinear Circuits and Signal Processing (NCSP'09)

      Pages: 325-328

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大学間WEBサービス連携のためのShibbolethを用いた許可管理機能の実現2008

    • Author(s)
      金西計英、松浦健二、三好康夫、高木知弘、嵯峨山和美、矢野米雄
    • Journal Title

      日本教育工学会論文誌 Vol.32

      Pages: 93-96

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Supporting multi-step annotation to promote reflective learning: triggered by a cell-phone2008

    • Author(s)
      Kenji Matsuura、Naka Gotoda、Keiji Niki、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      International Journal of Mobile Learning and Organization Vol.2

      Pages: 119-132

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Design of Authentication Infrastructure for the WEB Service Federation between Universities2008

    • Author(s)
      Kazuhide Kanenishi、Kenji Matsuura、Yasuo Miyoshi、Kazumi Sagayama、Tomohiro Takagi, Yoneo Yano
    • Journal Title

      Proceedings of Association of Pacific Rim Universities 9th Distance Learning and the Internet Conference 2008

      Pages: 255-262

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Ubiquitous Technology-Based Method to Bridge Class and e-Learning2008

    • Author(s)
      Hiroyuki Mitsuhara、Kazuhide Kanenishi, Yoneo Yano、Handheld Review
    • Journal Title

      Proceedings of ICCE2008

      Pages: 406-411

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Promoting Physical Skill Development in a Video-Based WEBlog Community Environment2008

    • Author(s)
      Kenji Matsuura、Kazuhide Kanenishi、Yasuo Miyoshi、Kazumi Sagayama, Yoneo Yano
    • Journal Title

      Proceedings of ED-MEDIA2008

      Pages: 936-945

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] スライド教材の編集課題による教育・学習支援環境の試作2008

    • Author(s)
      松浦健二、仁木啓司、後藤田中、金西計英、矢野米雄
    • Journal Title

      電子情報通信学会論文誌(D) Vol.J91-D

      Pages: 259-268

    • NAID

      110007385911

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大学間WEBサービス連携のためのShibbolethを用いた許可管理機能の実現2008

    • Author(s)
      金西 計英
    • Journal Title

      日本教育工学会論文誌 Vol. 32

      Pages: 93-96

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Supporting multi-step annotation to promote reflective learning : triggered by a cell-phone2008

    • Author(s)
      Kenji Matsuura
    • Journal Title

      International Journal of Mobile Learning and Organization Vol. 2

      Pages: 119-132

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design of Authentication Infrastructure for the WEB Service Federation between Universities2008

    • Author(s)
      Kazuhide Kanenishi
    • Journal Title

      Proceedings of Association of Pacific Rim Universities 9th Distance Learning and the Internet Conference 2008

      Pages: 255-262

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Handheld Review : Ubiquitous Technology-Based Method to Bridge Class and e-Learning2008

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of ICCE2008

      Pages: 406-411

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Promoting Physical Skill Development in a Video-Based WEBlog Community Environment2008

    • Author(s)
      Kenji Matsuura
    • Journal Title

      Proceedings of ED-MEDIA2008

      Pages: 936-945

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] スライド教材の編集課題による教育・学習支援環境の試作2008

    • Author(s)
      松浦 健二
    • Journal Title

      電子情報通信学会論文誌(D) Vol.J91-D

      Pages: 259-268

    • NAID

      110007385911

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Knowledge Trading Environment using Virtual Money: Approach to Motivating to Share Knowledge2007

    • Author(s)
      Hiroyuki Mitsuhara、Kitamura Akihiro、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      International Journal of WSEAS Transactions on Information Science and Applications Vol.2

      Pages: 309-316

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] E-Notebook Tool for Effective Knowledge Construction from Web: Encouragement of Multi-Perspective Thinking and Prevention of Copy-and Paste2007

    • Author(s)
      Hiroyuki Mitsuhara、Shunsuke Nakaya、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      Proceedings of the Seventh IASTED International Conference on Web-Based Education

      Pages: 406-411

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Knowledge Trading Environment and its Application to Student-Created e-Learning Material2007

    • Author(s)
      Hiroyuki Mitsuhara、Akihiro Kitamura、Masato Akatsuka、Naofumi Ise、Yasumoto Hirakawa、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      ICCE2007 Supplementary Proceedings

      Pages: 63-64

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Design and Prototyping of a Social Chronology System for History Learning2007

    • Author(s)
      Yasuo Miyoshi、Katsuhito Nakagawa、Kazuhide Kanenishi、Kazumi Sagayama, Yoneo Yano
    • Journal Title

      ICCE2007 Supplementary Proceedings

      Pages: 303-308

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Using the Peer Review between Students in the Collaborative Report Writing System2007

    • Author(s)
      Kazuhide Kanenishi、Kenji Matsuura、Hiroyuki Mitsuhara、Yasuo Miyoshi、Junko Minato, Yoneo Yano
    • Journal Title

      ICCE2007 Supplementary Proceedings

      Pages: 23-24

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Peer-to-Peer File Sharing Communication Detection System Using Network Traffic Mining2007

    • Author(s)
      Satoshi Togawa、Kazuhide Kanenishi, Yoneo Yano
    • Journal Title

      Proceedings of 12th International Conference HCI International 2007

      Pages: 769-778

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Knowledge Trading Environment using Virtual Money:Approach to Motivating to Share Knowledge2007

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Intemational Joumal of WSEAS Transactions on Information Science and Applications Vol.2

      Pages: 309-316

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] E-Notebook Tool for Effective Knowledge Construction from Web:Encouragemenot of Multi-Perspective Thinking and Plevention of Copy-and Paste2007

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      Proceedings of the Seventh IASTED International Confbrence on Web-Based Education

      Pages: 406-411

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Knowledge Trading Environment and its Application to Student-Createde-Learning Material2007

    • Author(s)
      Hiroyuki Mitsuhara
    • Journal Title

      ICCE2007Supplementary Proceedings

      Pages: 63-64

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Design and Prototyping of a Social Chronology System for History Learning2007

    • Author(s)
      Yasuo Miyoshi
    • Journal Title

      ICCE2007Supplementary Proceedings

      Pages: 303-308

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Using the Peer Review between Students in the Collaborative Report Writing System2007

    • Author(s)
      Kazuhide Kanenishi
    • Journal Title

      ICCE2007Supplementary Proceedings

      Pages: 23-24

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Peer-to-Peer File Sharing Communication Detection System Using Network Trafic Mining2007

    • Author(s)
      Satoshi Togawa
    • Journal Title

      Proceedings of 12th International Confbrence, HCl International2007

      Pages: 769-778

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] サラウンディングキャンパスにおける利用者コンテキストを活用した情報提供2011

    • Author(s)
      山崎雄大
    • Organizer
      教育システム情報学会平成21年度第5回研究会
    • Place of Presentation
      東北大学
    • Year and Date
      2011-01-23
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 大学間Webサービス連携における間接的な認可の制御について2010

    • Author(s)
      金西計英
    • Organizer
      平成21年度情報教育研究集会
    • Place of Presentation
      東北大学
    • Year and Date
      2010-11-09
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] トラフィックマイニングによるネットワークの異常検知について2010

    • Author(s)
      金西計英
    • Organizer
      日本教育工学会第25回全国大会
    • Place of Presentation
      東京大学
    • Year and Date
      2010-09-21
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 学習コミュニティへのSNSによる支援環境の構築について2010

    • Author(s)
      金西計英
    • Organizer
      教育システム情報学会第34回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-08-19
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] 習慣化支援SNSの設計に向けた事前調査2010

    • Author(s)
      三好康夫
    • Organizer
      教育システム情報学会第34回全国大会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-08-19
    • Related Report
      2009 Annual Research Report 2009 Final Research Report
  • [Presentation] ソーシャルブックマークとの連携による年表推薦機能を持つ歴史年表作成システムと評価2010

    • Author(s)
      中川雄仁
    • Organizer
      電子情報通信学会教育工学研究会
    • Place of Presentation
      香川大学
    • Year and Date
      2010-03-07
    • Related Report
      2009 Final Research Report
  • [Presentation] 認証基盤を用いたWebシステム間の連携の検討2009

    • Author(s)
      中川真宏
    • Organizer
      平成20年度情報教育研究集会
    • Place of Presentation
      北九州国際会議場
    • Year and Date
      2009-12-03
    • Related Report
      2009 Final Research Report
  • [Presentation] グループレポートの相互評価導入による作文能力の向上2009

    • Author(s)
      金西計英
    • Organizer
      日本教育工学会第24回全国大会
    • Place of Presentation
      上越教育大学
    • Year and Date
      2009-10-11
    • Related Report
      2009 Final Research Report
  • [Presentation] SNS援用環境の研究を通じたコミュニティ型学習の一考察2009

    • Author(s)
      松浦健二
    • Organizer
      日本教育工学会第24回全国大会
    • Place of Presentation
      熊本大学
    • Year and Date
      2009-09-03
    • Related Report
      2009 Final Research Report
  • [Presentation] ソーシャルブックマークとの連携による年表推薦機能を持つ歴史年表作成システムと評価2009

    • Author(s)
      中川 雄仁
    • Organizer
      電子情報通信学会教育工学研究会
    • Place of Presentation
      香川大学
    • Year and Date
      2009-03-07
    • Related Report
      2008 Annual Research Report
  • [Presentation] 認証基盤を用いたWebシステム間の連携の検討2008

    • Author(s)
      中川 真宏
    • Organizer
      平成20年度情報教育研究集会
    • Place of Presentation
      北九州国際会議場
    • Year and Date
      2008-12-13
    • Related Report
      2008 Annual Research Report
  • [Presentation] グループレポートの相互評価導入による作文能力の向上2008

    • Author(s)
      金西 計英
    • Organizer
      日本教育工学会第24回全国大会
    • Place of Presentation
      上越教育大学
    • Year and Date
      2008-10-11
    • Related Report
      2008 Annual Research Report
  • [Presentation] SNS援用環境の研究を通じたコミュニティ型学習の一考察2008

    • Author(s)
      松浦 健二
    • Organizer
      日本教育工学会第24回全国大会
    • Place of Presentation
      熊本大学
    • Year and Date
      2008-09-03
    • Related Report
      2008 Annual Research Report

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Published: 2007-04-01   Modified: 2020-11-09  

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