Non-topical Text Classification for Healthcare Information

2012 Fiscal Year Final Research Report

• Project/Area Number: 22500220
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Library and information science/Humanistic social informatics
• Research Institution: Kyushu University (2011-2012); Surugadai University (2010)
• Principal Investigator: ISHITANI Emi 九州大学, 附属図書館, 准教授 (50364815)
• Project Period (FY): 2010 – 2012
• Keywords: ノントピカルカテゴリ / 医療情報 / テキスト自動分類 / 学術論文自動判定 / 価値観推定

Research Abstract

The goal of this research project is to explore the potential for healthcare information classification based on non-topical categories. At first, this research focused on the detection of academic articles as one of the non-topical categories. The detection rules were based on the structures and elements of scientific papers. In addition, I conducted a survey of healthcare information on the Web for setting up appropriate non-topical categories for them

Research Products

• [Journal Article] 日本において電子書籍はどのように論じられてきたか: 雑誌記事と新聞記事の内容分析による論点の整理 (2012)
  • Author(s): 楊〓欣
  • Journal Title: Library and Information Science. Volume: No. 68 Pages: 1-22
• [Journal Article] "深層ウェブの実態とその要因: 機関リポジトリに登録された文献を用いた調査. (2012)
  • Author(s): 宮田洋輔, 安形輝, 池内淳, 石田栄美,上田修一
  • Journal Title: 日本図書館情報学会誌 Volume: Vol. 58, No. 2 Pages: 97-109
  • Peer Reviewed
• [Journal Article] 九州大学大学院ライブラリーサイエンス専攻の概要と附属図書館との連携 (2012)
  • Author(s): 石田栄美
  • Journal Title: 名古屋大学附属図書館研究年報 Volume: 第10号 Pages: 1-11
  • Peer Reviewed
• [Journal Article] The Role of Innovation and Wealth in the Net Neutrality Debate: A Content Analysis of Human Values in Congressional and FCC Hearings. (2012)
  • Author(s): An-Shou Cheng, Kenneth R. Fleischmann, Ping Wang, Emi Ishita,and Douglas W. Oard
  • Journal Title: Journal of the American Society for Information Science and Technology Volume: Vo l.63, No.7 Pages: 1360-1373
  • DOI: DOI:10.1002/asi.22646
  • Peer Reviewed
• [Journal Article] テキストの自動分類をめぐる現況 (2010)
  • Author(s): 石田栄美
  • Journal Title: 現代の図書館 Volume: Vol.48,No.4 Pages: 211-216
  • Peer Reviewed
• [Presentation] Citation Analysis of the Availability of Conference Proceedings Cited in Doctoral Dissertations (2013)
  • Author(s): Emi Ishita, Yukiko Watanabe, Naoya Mitani, Miki Horiuchi, Yuiko Higa,Takako Oda, and Ai Yamaguchi
  • Organizer: The 5th international conference on Asia-pacific Library and Information Education & Ptactice (A-LIEP 2013)
  • Place of Presentation: Khon Kaen City, Thailand
  • Year and Date: 20130700
• [Presentation] 博士論文が引用している会議録の利用可能率 (2012)
  • Author(s): 三谷直也, 堀内美希, 比嘉由似子, 山口藍, 小田孝子, 石田栄美, 渡邊由紀子
  • Organizer: 第60回日本図書館情報学会研究大会発表要綱
  • Place of Presentation: 於九州大学
  • Year and Date: 20121117-18
• [Presentation] 「読み」におけるデジタルメディアの位置づけ (2012)
  • Author(s): 南友紀子, 倉田敬子, 宮田洋輔, 石田栄美
  • Organizer: 第60回日本図書館情報学会研究大会発表要綱
  • Place of Presentation: 於九州大学
  • Year and Date: 20121117-18
• [Presentation] The Ratio of Conference Papers in Citations of Engineering Dissertations at Kyushu University (2012)
  • Author(s): Emi Ishita, Yukiko Watanabe, Ai Yamaguchi, Takako Oda, Yuiko Higa,Miki Horiuchi and Naoya Mitani
  • Organizer: Proceedings of the 14th international conference on Asia-pacific digital libraries(ICADL'12)
  • Place of Presentation: Taipei,Taiwan
  • Year and Date: 20121100
• [Presentation] Content Analysis for Values Elicitation (2012)
  • Author(s): Kenneth R. Fleischmann, Doug Oard,An-Shou Cheng, Jordan Boyd-Graber,Thomas Clay Templeton, Emi Ishita,Jes A. Koepfler, and William A. Wallace.
  • Organizer: CHI 2012 Workshop on Methods for Accounting for Values in Human-Centered Computing
  • Place of Presentation: Austin, USA
  • Year and Date: 20120500
• [Presentation] 学術論文に特化した検索エンジンの構築と評価 (2012)
  • Author(s): 石田栄美, 安形輝, 宮田洋輔, 池内淳,上田修一.
  • Organizer: 2012年度日本図書館情報学会春季研究集会発表要綱
  • Place of Presentation: 於三重大学
  • Year and Date: 2012-05-12
• [Presentation] 学術論文の構成要素と構造 (2012)
  • Author(s): 宮田洋輔, 石田栄美, 池内淳, 安形輝,上田修一
  • Organizer: 2012年度日本図書館情報学会春季研究集会発表要綱
  • Place of Presentation: 於三重大学
  • Year and Date: 2012-05-12
• [Presentation] The Department of Library Science at Kyushu University and Our Collaboration with Librarians (2012)
  • Author(s): Emi Ishita and Yukiko Watanabe
  • Organizer: The proceedings of 4th Workshop of the Asia Library and Information Research Group, Session 3B: Open Access & Scholarly Communication
  • Place of Presentation: Taipei, Taiwan
  • Year and Date: 2012-03-13
• [Presentation] 日本において電子書籍はどのように論じられてきたか (2011)
  • Author(s): 楊〓欣
  • Organizer: 第59回日本図書館情報学会研究大会発表要綱
  • Place of Presentation: 於日本大学文理学部
  • Year and Date: 20111112-13
• [Presentation] Evaluation of link system between repository and researcher database (2011)
  • Author(s): Kensuke Baba, Toshie Tanaka, Emi Ishita, Masao Mori, Eisuke Ito, and Sachio Hirokawa
  • Organizer: Proceedings of the 13th international conference on Asia-pacific digital libraries(ICADL'11)
  • Place of Presentation: Beijing, China
  • Year and Date: 20111000
• [Presentation] Detecting academic papers on the web (2011)
  • Author(s): Emi Ishita, Te ru Agata, Atsushi Ikeuchi, Yosuke Miyata, Shuichi Ueda.
  • Organizer: Proceedings of Joint 11th annual international ACM/IEEE joint conference on Digital Libraries(JCDL'11)
  • Place of Presentation: 於東京学芸大学
  • Year and Date: 20110600
• [Presentation] 大規模日本語PDFファイル集合からの学術論文の自動判定 (2011)
  • Author(s): 石田栄美, 安形輝, 宮田洋輔, 池内淳,上田修一.
  • Organizer: 2011年度日本図書館情報学会春季研究集会発表要綱
  • Place of Presentation: 於東京学芸大学
  • Year and Date: 20110500
• [Presentation] 大学図書館の利用と学習成果に関する研究 -先行研究に基づく考察- (2011)
  • Author(s): 山口藍, 井川友利子, 小田孝子, 吉田素文, 石田栄美, 渡邊由紀子
  • Organizer: 平成23年度西日本図書館学会秋季研究発表会
  • Place of Presentation: 於鹿児島国際大学
  • Year and Date: 2011-12-03
• [Presentation] Investigating Multi-Label Classification for Human Values (2010)
  • Author(s): Emi Ishita, Douglas W. Oard, Kenneth R. Fleischmann, An-Shou Cheng and Thomas Clay Templeton
  • Organizer: Proceedings of the American Society for Information Science and Technology(ASIST2010)
  • Place of Presentation: Pittsburgh, USA
  • Year and Date: 20101000
• [Presentation] 学術情報に特化した検索エンジンの開発:機械学習による英語論文の自動判定 (2010)
  • Author(s): 安形輝, 池内淳, 石田栄美, 宮田洋輔,上田修一
  • Organizer: 第58回日本図書館情報学会研究大会発表要綱
  • Place of Presentation: 於藤大学
  • Year and Date: 20101000
• [Presentation] A search engine for Japanese academic papers (2010)
  • Author(s): Emi Ishita, Te ru Agata, Atsushi Ikeuchi, Nozue Michiko, Yo suke Miyata and Shuichi Ueda
  • Organizer: Proceedings of Joint JCDL/ICADL International Digital Libraries Conference (JCDL10)
  • Place of Presentation: Gold Coast, Australia
  • Year and Date: 20100600
• [Presentation] Analyzing viewing patterns while reading picture books (2010)
  • Author(s): Emi Ishita, Shinji Mine, Chihiro Kunimoto, Junko Shiozaki, Keiko Kurata and Shuichi Ueda
  • Organizer: Proceedings of Joint JCDL/ICADL International Digital Libraries Conference(JCDL10)
  • Place of Presentation: Proceedings of Joint JGold Coast, Australia
  • Year and Date: 20100600
• [Presentation] 学術論文PDFの自動判定:学習用集合が判定性能に与える影響 (2010)
  • Author(s): 宮田洋輔, 安形輝, 池内淳, 石田栄美,上田修一
  • Organizer: 2010年日本図書館情報学会春季研究集会発表要綱
  • Place of Presentation: 於同志社大学
  • Year and Date: 20100500
• [Book] 安形輝ほか著『図書館情報学』 (2013)
  • Author(s): 上田修一,倉田敬子
  • Total Pages: 166-171
  • Publisher: 勁草書房
• [Book] 『情報検索演習』JLA図書館情報学テキストシリーズII 6, 担執筆:UNIT20-23 (2011)
  • Author(s): 大谷康晴, 安形輝, 石田栄美, 中島玲子
  • Total Pages: 106-124
  • Publisher: 日本図書館協会