Technological Development for Supporting Hearing-impaired People's Information Acquisition Based on Sentiment Analysis

2013 Fiscal Year Final Research Report

• Project/Area Number: 24800007
• Research Category: Grant-in-Aid for Research Activity Start-up
• Allocation Type: Single-year Grants
• Research Field: Media informatics/Database
• Research Institution: Tsukuba University of Technology
• Principal Investigator: ZHANG Jianwei 筑波技術大学, 産業技術学部, 助教 (20635924)
• Project Period (FY): 2012-08-31 – 2014-03-31
• Keywords: 情報工学 / 情報システム / 感性情報学 / 印象分析 / 聴覚障害者 / 情報獲得支援

Research Abstract

This project aims at the establishment of information acquisition assistive technology for the hearing impaired by analyzing and presenting the sentiment (impression) difference from text data between the hearing-impaired and hearing people. Specifically, four sub-themes are conducted: the investigation of impression difference between them, the construction of impression dictionary for the hearing impaired and the calculation of impression values of text data, the development of impression visualization suitable for viewing habits of the hearing impaired, the proposal of comprehensive web search technique including all the impressions.

Research Products

• [Journal Article] ユーザ印象評価データの分析に基づく印象マイニング手法の設計と評価 (2013)
  • Author(s): 熊本忠彦, 河合由起子, 張建偉
  • Journal Title: 情報処理学会論文誌 : データベース Volume: Vol.6, No.2 (TOD57) Pages: 1-15
  • URL: http://id.nii.ac.jp/1001/00091365/
  • Peer Reviewed
• [Journal Article] 多様な印象に基づくニュースサイト報道傾向分析システム (2013)
  • Author(s): 張建偉, 河合由起子, 熊本忠彦, 白石優旗, 田中克己
  • Journal Title: 日本知能情報ファジィ学会誌 (知能と情報) Volume: Vol.25, No.1 Pages: 568-582
  • URL: https://www.jstage.jst.go.jp/article/jsoft/25/1/25_568/_pdf
  • Peer Reviewed
• [Presentation] 聴覚障害者の情報獲得支援のためのテキスト印象可視化システムの提案 (2014)
  • Author(s): 張建偉, 白石優旗, 河合由起子, 熊本忠彦
  • Organizer: 電子情報通信学会2014年総合大会
  • Place of Presentation: 新潟大学 (新潟県新潟市)
  • Year and Date: 2014-03-18
• [Presentation] 網羅的感情検索手法の提案 (2014)
  • Author(s): 南勝利, 秦徳明, 若宮翔子, 白石優旗, 熊本忠彦, 張建偉, 河合由起子
  • Organizer: 電子情報通信学会2014年総合大会
  • Place of Presentation: 新潟大学 (新潟県新潟市)
  • Year and Date: 2014-03-18
• [Presentation] Comprehensive Web Search based on Sentiment Features (2014)
  • Author(s): Katsutoshi Minami, Shoko Wakamiya, Noriaki Hata, Yukiko Kawai, Tadahiko Kumamoto, Jianwei Zhang, Yuhki Shiraishi, and Kazutoshi Sumiya
  • Organizer: IAENG International MultiConference of Engineers and Computer Scientists (IMECS 2014)
  • Place of Presentation: The Royal Garden Hotel (Hong Kong, China)
  • Year and Date: 2014-03-14
• [Presentation] 話題に対する多様な感情を含む網羅的検索手法の提案 (2014)
  • Author(s): 秦徳明, 若宮翔子, 河合由起子, 熊本忠彦, 張建偉, 白石優旗
  • Organizer: 第6回データ工学と情報マネジメントに関するフォーラム (DEIM 2014)
  • Place of Presentation: 淡路夢舞台&ウェスティン淡路 (兵庫県淡路市)
  • Year and Date: 2014-03-04
• [Presentation] Personalized Web Search Using Emotional Features (2013)
  • Author(s): Jianwei Zhang, Katsutoshi Minami, Yukiko Kawai, Yuhki Shiraishi, and Tadahiko Kumamoto
  • Organizer: International Cross-Domain Conference and Workshop on Availability, Reliability, and Security (CD-ARES 2013)
  • Place of Presentation: University of Regensburg (Regensburg, Germany)
  • Year and Date: 2013-09-03
• [Presentation] 聴覚障害者のコミュニケーション支援に向けた新聞記事の印象分析 (2013)
  • Author(s): 張建偉, 河合由起子, 熊本忠彦, 白石優旗
  • Organizer: 情報処理学会第75回全国大会
  • Place of Presentation: 東北大学 (宮城県仙台市)
  • Year and Date: 2013-03-07