• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Exploring Automatic Non-Topical Classification

Research Project

Project/Area Number 19700232
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field 情報図書館学・人文社会情報学
Research InstitutionSurugadai University

Principal Investigator

ISHITA Emi  Surugadai University, 文化情報学部, 准教授 (50364815)

Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥3,580,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥480,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2007: ¥1,500,000 (Direct Cost: ¥1,500,000)
Keywordsテキスト自動分類 / 非主題カラゴリ / ウェブページ / 自動分類 / Schwartz Values Inventory / Non-topical classification / Schwartz Values Inventorv / 生存分析 / PDFファイル
Research Abstract

The goal of this research project is to explore the potential for automatic Web page classification based on non-topical categories (in addition to topical categories). Two kinds of classification have been explored in this project. The first was to develop a search engine to automatically detect academic articles on the Web, this was classification by document type. PDF files were collected from the Web and classified using attributes such as terms in PDF files. Second was the development and use of a new test collection for automatic labeling of sentences with ten human values. Experiment results appear promising in this preliminary study, clearly pointing to productive directions for future work.

Report

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

    (29 results)

All 2010 2009 2008 2007 Other

All Journal Article (9 results) (of which Peer Reviewed: 7 results) Presentation (20 results)

  • [Journal Article] 人の価値観を表すカテゴリを対象にした複数カテゴリへの自動分類の試み2009

    • Author(s)
      石田栄美、Ar-Shou Cheng、Douglas W. Oard、Kenneth R. Fleischmann
    • Journal Title

      文化情報学:駿河台大学文化情報学部紀要 Vol.16、No2

      Pages: 53-68

    • NAID

      110007558408

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Non-topical Classification for Healthcare Information2009

    • Author(s)
      Emi Ishita
    • Journal Title

      Bulletin of IEEE Technical Committee on Digital Libraries Vol.5,No.3

    • Related Report
      2009 Final Research Report
  • [Journal Article] ranslation disambiguation for cross-language information retrieval using context-based translation probability2009

    • Author(s)
      Kazuaki Kishida, Emi Ishita
    • Journal Title

      Journal of Information Science Vol.35,No.4

      Pages: 481-495

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Translation disambiguation for cross-1anguage information retrieval using context-based translation probability2009

    • Author(s)
      Kazuaki Kishida, Emi Ishita
    • Journal Title

      Journal of Information Science Vol.35,No.4

      Pages: 481-495

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 人の価値観を表すカテゴリを対象にした複数カテゴリへの自動分類の試み2009

    • Author(s)
      石田栄美, Cheng, A.-S, Oard, D.W., Fleischmann, K.R.
    • Journal Title

      文化情報学:駿河台大学文化情報学部紀要 Vo1.16,No2

      Pages: 53-68

    • NAID

      110007558408

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-topical Classification for Healthcare Information(http://www.ieee-tcdl.org/Bulletin/current/Ishita/ishita.html)2009

    • Author(s)
      Emi Ishita
    • Journal Title

      Bulletin of IEEE Technical Committee on Digital Libraries Vol.5,No.3

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 眼球運動から見た子どもの絵本の読み方2007

    • Author(s)
      三根慎二、汐崎順子、國本千裕、石田栄美、倉田敬子、上田修一
    • Journal Title

      Library and Information Science No.58

      Pages: 69-90

    • NAID

      120001256800

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] 眼球運動から見た子どもの絵本の読み方2007

    • Author(s)
      三根慎二, 汐崎順子, 國本千裕, 石田栄美, 倉田敬子, 上田修一
    • Journal Title

      Library and Information Science No.58

      Pages: 69-90

    • NAID

      120001256800

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Translation disambiguation for crosslanguage information retrieval using context-based translation probability

    • Author(s)
      Kazuaki Kishicla, Eini Ishita
    • Journal Title

      The Journal of Infbrmation Science(2008年12月受理)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Analyzing Viewing Patterns While Reading Picture Books, ACM/IEEE Joint Conference on Digital Libraries (JCDL10) and the annual International Conference on Asia-Pacific Digital Libraries (ICADL10)2010

    • Author(s)
      Emi Ishita, Shinji Mine, Chihiro Kunimoto, Junko Shiozaki, Keiko Kurata, Shuichi Ueda
    • Organizer
      poster presentation
    • Place of Presentation
      Gold Coast
    • Related Report
      2009 Final Research Report
  • [Presentation] ACM/IEEE Joint Conference on Digital Libraries (JCDL10) and the annual International Conference on Asia-Pacific Digital Libraries (ICADL10)2010

    • Author(s)
      Emi Ishita, Teru Agata, Atsushi Ikeuchi, Nozue Michiko, Miyata Yosuke, Shuichi Ueda, A Search Engine for Japanese Academic Papers
    • Organizer
      poster presentation
    • Place of Presentation
      Gold Coast, Australia (to appear)
    • Related Report
      2009 Final Research Report
  • [Presentation] Values of Stakeholders in the Net Neutrality Debate: Applying Content Analysis to Telecommunications Policy2010

    • Author(s)
      An-Shou Cheng, Kenneth R. Fleischmann, Ping Wang, Emi Ishita, Douglas W. Oard
    • Organizer
      43rd Hawai'i International Conference on System Sciences
    • Place of Presentation
      Kauai, Hawaii, USA
    • Related Report
      2009 Final Research Report
  • [Presentation] Values of Stakeholders in the Net Neutrality Debate : Applying Content Analysis to Telecommunications Policy2010

    • Author(s)
      Cheng, A.-S., Fleischmann, K.R., Wang, P., Ishita, E., Oard, D.W.
    • Organizer
      43rd Hawai'i International Conference on System Sciences
    • Place of Presentation
      Kauai, HI, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] Automatic Classification of Human Values: Applying Computational Thinking to Information Ethics, Annual Conference of the Association for Information Science and Technology2009

    • Author(s)
      Kenneth R. Fleischmann, Douglas W. Oard, An-ShouCheng, Ping Wang, Emi Ishita
    • Organizer
      poster presentation
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2009 Final Research Report
  • [Presentation] 人の価値観を表すカテゴリを対象にした自動分類2009

    • Author(s)
      石田栄美、An-Shou Cheng、Kenneth R. Fleischmann、Douglas W. Oard
    • Organizer
      第57回日本図書館情報学会研究大会発表要綱
    • Place of Presentation
      於明治大学
    • Related Report
      2009 Final Research Report
  • [Presentation] Analyzing OPAC use with screen views and eye tracking, ACM/IEEE Joint Conference on Digital Libraries (JCDL09)2009

    • Author(s)
      Emi Ishita, Shinji Mine, Masanori Koizumi, Yosuke Miyata, Chihiro Kunimoto, Junko Shiozaki, Keiko Kurata, Shuichi Ueda
    • Organizer
      poster presentation
    • Place of Presentation
      Texas, USA
    • Related Report
      2009 Final Research Report
  • [Presentation] 人の価値観を表すカテゴリを対象にした自動分類2009

    • Author(s)
      石田栄美, Cheng, A.-S, Fleischmann, K.R., Oard, D.W.
    • Organizer
      第57回日本図書館情報学会研究大会発表要綱,p.33-36
    • Place of Presentation
      明治大学
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analyzing OPAC use with screen views and eye tracking2009

    • Author(s)
      Emi Ishita, Shinji Mine, Masanori Koizumi, Yosuke Miyata, Chihiro Kunimoto, Junko Shiozaki, Keiko Kurata, Shuichi Ueda
    • Organizer
      ACM/IEEE Joint Conference on Digital Libraries(JCDL09), p.405(poster paper)
    • Place of Presentation
      Austin, Texas, USA
    • Related Report
      2009 Annual Research Report
  • [Presentation] Automatic Classification of Human Values : Applying Computational Thinking to Information Ethics2009

    • Author(s)
      Fleischmann, K-R., Oard, D.W., Cheng, A.-S, Wang, P., Ishita, E.
    • Organizer
      Annual Conference of the Association for Information Science and Technology(poster paper)
    • Place of Presentation
      Vancouver, British Columbia, Canada
    • Related Report
      2009 Annual Research Report
  • [Presentation] Analyzing OPAC Use with Screen Views and Eye Tracking2009

    • Author(s)
      E. Ishita, S. Mine, M. Koizumi, Y. Miyata, C. Kunimoto, J. Shio zaki, K. Kurata and S. Ueda
    • Organizer
      Joint Conference on Digital Libraries(JCDL 2009)(Poster paper)
    • Place of Presentation
      Austin, Texas, USA
    • Related Report
      2008 Annual Research Report
  • [Presentation] Automatic Classification of Human Values : Applying Computational Thinking to Information Ethics2009

    • Author(s)
      Fleischmann, K.R., Oard, D.W., Cheng, A.-S., Wang, P., and Ishita, E.
    • Organizer
      Proceedings of the 72nd Annual Meeting of the American Society for Information Science and Tech nology(Short paper)
    • Place of Presentation
      Vancouver, British Columb ia, Canada
    • Related Report
      2008 Annual Research Report
  • [Presentation] 生存分析からみた学術論文PDFファイルのクローリング2008

    • Author(s)
      石田栄美, 宮田洋輔, 池内淳, 安形輝, 野末道子, 上田修一
    • Organizer
      2008年日本図書館情報学会春季研究集会
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2008-03-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] 生存分析からみた学術論文PDFファイルのクローリング2008

    • Author(s)
      石田栄美、宮田洋輔、池内淳、安形輝、野末道子、上田修一
    • Organizer
      2008年日本図書館情報学会春季研究集会発表要綱
    • Place of Presentation
      於東京大学本郷キャンパス
    • Related Report
      2009 Final Research Report
  • [Presentation] 画面遷移と利用者特性からみた大学生におけるOPACの閲覧2007

    • Author(s)
      三根慎二, 小泉公乃, 宮田洋輔, 國本千裕, 汐崎順子, 石田栄美, 倉田敬子, 上田修一
    • Organizer
      2007年度三田図書館・情報学会研究大会
    • Place of Presentation
      慶應義塾大学三田キャンパス
    • Year and Date
      2007-11-10
    • Related Report
      2007 Annual Research Report
  • [Presentation] 画面遷移と利用者特性からみた大学生におけるOPACの閲覧2007

    • Author(s)
      三根慎二、小泉公乃、宮田洋輔、國本千裕、汐崎順子、石田栄美、倉田敬子、上田修一
    • Organizer
      2007年度三田図書館・情報学会研究大会発表論文集
    • Place of Presentation
      於慶應義塾大学三田キャンパス
    • Related Report
      2009 Final Research Report
  • [Presentation] 大学生はOPACをどのように見ているのか2007

    • Author(s)
      石田栄美、三根慎二、小泉公乃、宮田洋輔、國本千裕、汐崎順子、倉田敬子、上田修一
    • Organizer
      第55回日本図書館情報学会研究大会発表要綱
    • Place of Presentation
      於鶴見大学
    • Related Report
      2009 Final Research Report
  • [Presentation] 学術論文PDF検索システムの開発と評価2007

    • Author(s)
      安形輝、池内淳、石田栄美、野末道子、宮田洋輔、上田修一
    • Organizer
      第55回日本図書館情報学会研究大会発表要綱
    • Place of Presentation
      於鶴見大学
    • Related Report
      2009 Final Research Report
  • [Presentation] 学術論文PDF検索システムの開発と評価2007

    • Author(s)
      安形輝, 池内淳, 石田栄美, 野末道子, 宮田洋輔, 上田修一
    • Organizer
      第55回日本図書館情報学会研究大会
    • Place of Presentation
      鶴見大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 大学生はOPACをどのように見ているのか2007

    • Author(s)
      石田栄美, 三根慎二, 小泉公乃, 宮田洋輔, 國本千裕, 汐崎順子, 倉田敬子, 上田修一
    • Organizer
      第55回日本図書館情報学会研究大会
    • Place of Presentation
      鶴見大学
    • Related Report
      2007 Annual Research Report

URL: 

Published: 2007-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi