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2013 Fiscal Year Final Research Report

Integrated analysis of web information structure and users' behavior and its application to advanced information access

Research Project

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Project/Area Number 22240007
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionNational Institute of Informatics

Principal Investigator

OYAMA Keizo  国立情報学研究所, コンテンツ科学研究系, 教授 (90177022)

Co-Investigator(Renkei-kenkyūsha) AIZAWA Akiko  国立情報学研究所, コンテンツ科学研究系, 教授 (90222447)
MIYAO Yusuke  国立情報学研究所, コンテンツ科学研究系, 准教授 (00343096)
SUN Yuan  国立情報学研究所, 情報社会相関研究系, 准教授 (00249939)
KOBAYASHI Tetsuro  国立情報学研究所, 情報社会相関研究系, 准教授 (60455194)
HAN Hao  神奈川大学, 理学部, 特別助手 (20600802)
KISHIDA Kazuaki  慶應義塾大学, 文学部, 教授 (90234210)
YAMANA Hayato  早稲田大学, 理工学術院, 教授 (40230502)
OKUMURA Manabu  東京工業大学, 精密工学研究所, 教授 (60214079)
YOSHIOKA Masaharu  北海道大学, 情報科学研究科, 准教授 (40290879)
ISHITA Emi  九州大学, 附属図書館研究開発室, 准教授 (50364815)
MURATA Tsuyoshi  東京工業大学, 情報理工学研究科, 准教授 (90242289)
EGUCHI Koji  神戸大学, システム情報学研究科, 准教授 (50321576)
Project Period (FY) 2010-04-01 – 2013-03-31
KeywordsWeb情報構造 / データ統合 / 情報アクセス / Web利用者行動 / Web閲覧履歴 / マクロブログデータ / Twitterデータ / アンケート調査
Research Abstract

For understanding Web structure and users' behavior of information retrieval and browsing in an integrated way, and for extending it to various applications, we collected and introduced various data reflecting Web information structure and Web users' behavior (e.g. Web view log data, micro-blog data), obtained user data through questionnaire, and executed integrated analysis on them.
Consequently, we obtained various findings through data such that there is a gap between information wanted to know and information wanted to inform, and that, through using Web portal sites, unexpected contact to various information occurs. Moreover, we proposed and studied various methods for advanced information access such as information recommendation and information retrieval based on the information obtained through the integrated analysis.

  • Research Products

    (31 results)

All 2014 2013 2012 2011 2010

All Journal Article (26 results) (of which Peer Reviewed: 19 results) Presentation (3 results) Book (2 results)

  • [Journal Article] The Knowledge Leveling Effect of Portal Sites2014

    • Author(s)
      Tetsuro Kobayashi and Kazunori Inamasu
    • Journal Title

      Communication Research, OnlineFirst Version

      Pages: 1-21

    • DOI

      10.1177/0093650214534965

    • Peer Reviewed
  • [Journal Article] Community Detection Algorithm based on Centrality and Node Closeness in Scale-Free Networks2014

    • Author(s)
      Sorn Jarukasemratana, Tsuyoshi Murata, Xin Liu
    • Journal Title

      人工知能学会論文誌

      Volume: Vol.29, No.2 Pages: 234-244

    • DOI

      10.1527/tjsai.29.234

    • Peer Reviewed
  • [Journal Article] 3部モジュラリティの改善とその最適化手法2014

    • Author(s)
      池松恭平, 村田剛志
    • Journal Title

      人工知能学会論文誌

      Volume: Vol.29, No.2 Pages: 245-258

    • DOI

      10.1527/tjsai.29.245

    • Peer Reviewed
  • [Journal Article] Extracting News from Server Side Databases by Query Interfaces2014

    • Author(s)
      Hao Han
    • Journal Title

      Journal of Computer Information Systems

      Volume: Vol.54, No.2 Pages: 57-65

    • Peer Reviewed
  • [Journal Article] Mashup technology : Beyond open programming interfaces2013

    • Author(s)
      Hao Han, Yinxing Xue, Keizo Oyama
    • Journal Title

      Computer

      Volume: Vol.46, No.2 Pages: 96-99

    • DOI

      10.1109/MC.2013.429

    • Peer Reviewed
  • [Journal Article] Context Oriented Analysis of Interest Reflection of Tweeted Webpages based on Browsing Behavior2013

    • Author(s)
      Hao Han, Hidekazu Nakawatase, and Keizo Oyama
    • Journal Title

      Proceedings of 15th International Conference on Information Integration and Web-based Applications & Services (iiWAS2013)

      Pages: 34-43

    • DOI

      10.1145/2539150.2539181

    • Peer Reviewed
  • [Journal Article] A Fast Method for Detecting Communities from Tripartite Networks2013

    • Author(s)
      Kyohei Ikematsu and Tsuyoshi Murata
    • Journal Title

      Proceedings of the 5th International Conference on Social Informatics (SocInfo 2013), LNCS

      Volume: 8238 Pages: 192-205

    • DOI

      10.1007/978-3-319-03260-3_17

    • Peer Reviewed
  • [Journal Article] Generating Live Sports Updates from Twitter by Finding Good Reporters2013

    • Author(s)
      Mitsumasa Kubo, Ryohei Sasano, Hiroya Takamura and Manabu Okumura
    • Journal Title

      Proceedings of Web Intelligence 2013

      Pages: 527-534

    • DOI

      10.1109/WI-IAT.2013.74

    • Peer Reviewed
  • [Journal Article] マイクロブログ上の告知投稿に対する非明示的な関連投稿の収集2013

    • Author(s)
      塚本悠馬,笹野遼平,高村大也,奥村学
    • Journal Title

      情報処理学会研究報告.自然言語処理研究会報告

      Volume: 2013-NL-214(14)

  • [Journal Article] ウェブページのツイート行動への関心反映度に関するブラウズ行動のコンテクストに注目した分析2013

    • Author(s)
      韓浩, 中渡瀬秀一, 大山敬三
    • Journal Title

      情報処理学会研究報告.情報学基礎研究会報告

      Volume: Vol.2013-IFAT-111, No.28 Pages: 1-6

  • [Journal Article] 閲覧履歴グラフに基づく正則化リンク解析を用いたロバスト推薦2013

    • Author(s)
      内藤慎也, 江口浩二
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.12, No.1 Pages: 7-12

    • Peer Reviewed
  • [Journal Article] Extracting the multilevel communities based on network structural and nonstructural information2013

    • Author(s)
      Xin Liu, Tsuyoshi Murata, Ken Wakita
    • Journal Title

      Proceedings of the 22nd international conference on World Wide Web (WWW 2013 (poster))

      Pages: 191-192

    • Peer Reviewed
  • [Journal Article] An Exploratory Analysis of Browsing Behavior of Web News on Twitter2012

    • Author(s)
      Hao Han, Hidekazu Nakawatase, and Keizo Oyama
    • Journal Title

      Proceedings of 2012 ASE/IEEE International Conference on Social Informatics (ICSI 2012)

      Pages: 86-95

    • DOI

      10.1109/SocialInformatics.2012.41

    • Peer Reviewed
  • [Journal Article] 短文投稿型WebサービスからのQ&A型知識抽出に向けて2012

    • Author(s)
      中渡瀬秀一, 大山敬三
    • Journal Title

      電子情報通信学会技術研究報告(思考と言語研究会)

      Volume: Vol.112, No.339 (TL2012-36) Pages: 13-16

  • [Journal Article] Visualizing Web Structure based on Browsing Sessions2012

    • Author(s)
      Sorn Jarukasemratana and Tsuyoshi Murata
    • Journal Title

      Proceedings of the 10th Asia Pacific Conference on Computer Human Interaction (APCHI2012)

      Pages: 2

    • Peer Reviewed
  • [Journal Article] Client-Side Rendering Mechanism : A Double-Edged Sword for Browser-Based Web Applications2012

    • Author(s)
      Hao Han, Yinxing Xue, and Keizo Oyama
    • Journal Title

      Proceedings of 24th International Conference on Software Engineering and Knowledge Engineering (SEKE 2012)

      Pages: 124-130

    • Peer Reviewed
  • [Journal Article] Web視聴記録等を用いた利用者行動因子の抽出2012

    • Author(s)
      中渡瀬秀一, 大山敬三
    • Journal Title

      電子情報通信学会技術研究報告(人工知能と知識処理研究会)

      Volume: Vol.112, No.94 (AI2012-06) Pages: 31-32

  • [Journal Article] Robust Recommendations using Regularized Link Analysis of Browsing Behavior Graphs2012

    • Author(s)
      Shinya Naito and Koji Eguchi
    • Journal Title

      Social Computing, Behavioral-Cultural Modeling and Prediction, Lecture Notes in Computer Science

      Volume: Vol.7227 Pages: 339-347

    • DOI

      10.1007/978-3-642-29047-3_41

    • Peer Reviewed
  • [Journal Article] 品詞n-gramを用いた著者推定手法-話題に対する頑健性の評価2012

    • Author(s)
      井上雅翔,山名早人
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.10,No.3 Pages: 7-12

    • Peer Reviewed
  • [Journal Article] Can We Predict Political Poll Results by Using Blog Entries?2012

    • Author(s)
      Manabu Okumura, Tetsuya Motegi, Tetsuro Kobayashi, Keizo Oyama, Takahisa Suzuki
    • Journal Title

      Proceedings of 2012 45th Hawaii International Conference on System Sciences (HICSS-45)

      Pages: 1785-1789

    • DOI

      10.1109/HICSS.2012.145

    • Peer Reviewed
  • [Journal Article] Detecting Communities in K-Partite K-Uniform (Hyper)Networks2011

    • Author(s)
      Xin Liu and Tsuyoshi Murata
    • Journal Title

      Journal of Computer Science and Technology

      Volume: Vol.26, No.5 Pages: 778-791

    • DOI

      10.1007/s11390-011-0177-0

    • Peer Reviewed
  • [Journal Article] 検索クエリを用いた情報の下位範疇化2011

    • Author(s)
      中渡瀬秀一, 大山敬三
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: Vol.111, No.70 (AI2011-3) Pages: 13-14

  • [Journal Article] A New Tripartite Modularity for Detecting Communities2011

    • Author(s)
      Tsuyoshi MURATA
    • Journal Title

      Computer Software

      Volume: Vol. 28, No. 1 Pages: 154-161

    • DOI

      10.11185/imt.6.572

    • Peer Reviewed
  • [Journal Article] Detecting a Multi-Level Content Similarity from Microblogs based on Community Structures and Named Entities2011

    • Author(s)
      Swit Phuvipadawat, Tsuyoshi MURATA
    • Journal Title

      Journal of Emerging Technologies in Web Intelligence

      Volume: Vol.3, No.1 Pages: 11-19

    • DOI

      10.4304/jetwi.3.1.11-19

    • Peer Reviewed
  • [Journal Article] 大規模閲覧記録に基づく利用者のWeb検索行動と検索式の調査2011

    • Author(s)
      中渡瀬秀一, 大山敬三
    • Journal Title

      人工知能学会「社会におけるAI研究会」第11回研究会

  • [Journal Article] 検索クエリにおける修飾構造の調査2011

    • Author(s)
      中渡瀬秀一, 大山敬三
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: Vol.110, No.407(TL2010-54) Pages: 49-52

  • [Presentation] マイクロブログメッセージからのグランブル抽出2014

    • Author(s)
      中渡瀬秀一,大山敬三
    • Organizer
      情報知識学会第22回(2014年度)年次大会
    • Place of Presentation
      和歌山大学システム工学部
    • Year and Date
      2014-05-24
  • [Presentation] メンション情報を利用したTwitterユーザプロフィール推定2014

    • Author(s)
      奥谷貴志,山名早人
    • Organizer
      DEIM2014
    • Place of Presentation
      淡路夢舞台&ウェスティン淡路,淡路島
    • Year and Date
      2014-03-03
  • [Presentation] ツィートテキストからのQ&A型知識の抽出2013

    • Author(s)
      中渡瀬秀一,大山敬三
    • Organizer
      第3回知識共創フォーラム
    • Place of Presentation
      北陸先端科学技術大学院大学,東京
    • Year and Date
      2013-03-02
  • [Book] "Analysis and Design : Towards Large-Scale Reuse and Integration of Web User Interface Components", p.133-162, in Ozyer, T.; Kianmehr, K.; Tan, M.; Zeng, J. (Eds.): "Information Reuse and Integration In Academia And Industry"2013

    • Author(s)
      Hao Han, Peng Gao, Yinxing Xue, Chuanqi Tao, and Keizo Oyama
    • Total Pages
      306
    • Publisher
      Springer
  • [Book] "Detecting Communities in Social Networks", p.269-280, in "Handbook of Social Network -- Technologies and Applications"2010

    • Author(s)
      Tsuyoshi MURATA
    • Total Pages
      734
    • Publisher
      Springer

URL: 

Published: 2015-07-16  

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