A browsing interface for effective selection of electronic novels based on user reviews

• Project/Area Number: 24500119
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Media informatics/Database
• Research Institution: Kyushu University
• Principal Investigator: USHIAMA Taketoshi 九州大学, 芸術工学研究科(研究院), 准教授 (50315157)
• Research Collaborator: MURAI Soichi ; MATSUO Noboru ; ZHAO Genghong
• Project Period (FY): 2012-04-01 – 2015-03-31
• Project Status: Completed (Fiscal Year 2014)
• Budget Amount: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000); Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000); Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000); Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
• Keywords: インタフェース / 電子書籍 / 立ち読み / 選別 / レビュー / 可視化 / データマイニング / ブラウジング

Outline of Final Research Achievements

In this paper, we proposed a browsing interface for supporting a user to decide whether the user reads an electronic novel effectively on the web. Our interface provides an attractiveness map, which visualize a transition of attractiveness in a target novel, for effective selection of a novel. An attractiveness map has a layered structure and a section where high attractiveness words appear in high density has high value. The attractiveness of a term in a novel is estimated automatically from online book reviews of the novel. A user can browse the electronic novel effectively by clicking on attractiveness terms on the attractiveness map. Experimental results show that browsing of our interface supports users to decide whether the user would like to read a target novel or not more efficiently than browsing of a web browser.

Research Products

• [Journal Article] A method for finding similes to support final selection from search results (2015)
  • Author(s): Taketoshi Ushiama, Noboru Matsuo
  • Journal Title: Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication Volume: - Pages: 1-4
  • DOI: 10.1145/2701126.2701197
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Effective Browsing Technique based on Behavioral Collaborative Filtering on Social Streams (2014)
  • Author(s): Hong Yan, Taketoshi Ushiama
  • Journal Title: Procedia Computer Science Volume: 35 Pages: 1702-1710
  • DOI: 10.1016/j.procs.2014.08.263
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] A Study on Estimation of The Preference on A Product Based on User Behaviors on Smartphone (2014)
  • Author(s): Hong Yan, Taketoshi Ushima
  • Journal Title: Proceedings of 12th International Conference for Asia Digital Art and Design Volume: -
  • Peer Reviewed / Open Access
• [Journal Article] A Method for Composing Ad-hoc Following Networks on Twitter for Sharing Information among Event Participants (2014)
  • Author(s): Shingo Tajima, Taketoshi Ushiama
  • Journal Title: International Journal of ADADA Volume: 17 Pages: 199-214
  • Peer Reviewed
• [Journal Article] 電子化された小説の選別を支援する「立ち読み」インタフェース (2013)
  • Author(s): 村井聡一, 牛尼剛聡
  • Journal Title: 情報処理学会論文誌：データベース Volume: 6 Pages: 24-34
  • NAID: 110009610560
  • Peer Reviewed
• [Journal Article] ソーシャルストリーム閲覧時の振る舞いを利用したユーザプロファイル構成手法 (2013)
  • Author(s): 土岐真里奈, 牛尼剛聡
  • Journal Title: 情報処理学会論文誌：データベース Volume: 6 Pages: 35-45
  • Peer Reviewed
• [Journal Article] Review-based recommendation of attractive sentences in a novel for effective browsing (2012)
  • Author(s): Soichi Murai, Taketoshi Ushiama
  • Journal Title: International Journal of Knowledge and Web Intelligence Volume: 3 Issue: 1 Pages: 58-69
  • DOI: 10.1504/ijkwi.2012.048164
  • Peer Reviewed
• [Journal Article] An Interface for Browsing Electronic Novels Using Attractiveness Map (2012)
  • Author(s): Souichi Murai, Taketoshi Ushiama
  • Journal Title: Frontiers in Artificial Intelligence and Applications Volume: 243 Pages: 1061-1070
  • Peer Reviewed
• [Presentation] 比較に基づいたオブジェクト選別支援ためのレビューランキング手法 (2015)
  • Author(s): 趙 耕弘, 角谷 和俊, 牛尼 剛聡
  • Organizer: 第７回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山市
  • Year and Date: 2015-03-02 – 2015-03-04
• [Presentation] A method for finding similes to support final selection from search results (2015)
  • Author(s): Taketoshi Ushiama, Noboru Matsuo
  • Organizer: the 9th International Conference on Ubiquitous Information Management and Communication
  • Place of Presentation: BALI, Indonesia
  • Year and Date: 2015-01-08 – 2015-01-10
• [Presentation] A Study on Estimation of The Preference on A Product Based on User Behaviors on Smartphone (2014)
  • Author(s): Hong Yan, Taketoshi Ushima
  • Organizer: 12th International Conference for Asia Digital Art and Design
  • Place of Presentation: Tokyo, Japan
  • Year and Date: 2014-11-15 – 2014-11-16
• [Presentation] Effective Browsing Technique based on Behavioral Collaborative Filtering on Social Streams (2014)
  • Author(s): Hong Yan, Taketoshi Ushiama
  • Organizer: Knowledge-Based and Intelligent Information & Engineering Systems 18th Annual Conference
  • Place of Presentation: Gdynia, Poland
  • Year and Date: 2014-09-09 – 2014-09-12
• [Presentation] A Method for Personalized Ranking of Items Based on Similarity between Twitter Users (2014)
  • Author(s): Taketoshi Ushiama, Kazushige Tominaga
  • Organizer: ACM IMCOM 2014
  • Place of Presentation: Siem Reap, Cambodia
• [Presentation] ユーザの反応を利用したネタツイート自動分類手法 (2014)
  • Author(s): 林田 宗一郎, 牛尼 剛聡
  • 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
  • Place of Presentation: 淡路市，兵庫
• [Presentation] 差異を明確化する「たとえ」の提示によるコンテンツ選別支援手法 (2014)
  • Author(s): 松尾 昇, 牛尼 剛聡
  • 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
  • Place of Presentation: 淡路市，兵庫
• [Presentation] 興味喚起度MAPを利用した電子書籍小説「立ち読み」インタフェースの実装と評価 (2013)
  • Author(s): 村井 聡一, 牛尼 剛聡
  • Organizer: 第5回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山
• [Presentation] ソーシャルストリームの読み飛ばしを考慮したコンテクスト適合型インタフェース (2013)
  • Author(s): 土岐 真里奈, 牛尼 剛聡
  • Organizer: 第5回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山
• [Presentation] Twitterにおけるユーザの類似性に基づいた 個人化されたアイテムのランキングに関する検討 (2013)
  • Author(s): 冨永 一成, 牛尼 剛聡
  • Organizer: 第5回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山
• [Presentation] 立体音響空間上でのカクテルパーティ効果を利用したソーシャルストリームの効率的なブラウジング手法 (2013)
  • Author(s): 岩永 章吾, 牛尼 剛聡
  • Organizer: 第5回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山
• [Presentation] 短期持続型情報要求のためのTwitter上でのアドホックなフォローネットワーク構成手法 (2013)
  • Author(s): 田島 真悟, 牛尼 剛聡
  • Organizer: 第5回データ工学と情報マネジメントに関するフォーラム
  • Place of Presentation: 郡山
• [Presentation] An Interface for Browsing Electronic Novels Using Attractiveness Map (2012)
  • Author(s): Souichi Murai, Taketoshi Ushiama
  • Organizer: 16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
  • Place of Presentation: San Sebastian, Spain
• [Presentation] ,Automatic Construction of Ad-hoc Following Networks on Twitter for Sharing Information among Event Participants (2012)
  • Author(s): Shingo Tajima, Taketoshi Ushiama
  • Organizer: 10th Annual Conference of Asia Digital Art and Design Association
  • Place of Presentation: Taichung, Taiwan
• [Presentation] Design of Media Interactions in the Smart World (2012)
  • Author(s): Taketoshi Ushiama
  • Organizer: The 7th Korea-Japan Database Workshop 2012
  • Place of Presentation: Deajon, Korea
• [Presentation] 電子書籍小説の選別における興味喚起度MAPの有効性の評価 (2012)
  • Author(s): 村井 聡一, 牛尼 剛聡
  • Organizer: 第5回 Webとデータベースに関するフォーラム
  • Place of Presentation: 東京
• [Presentation] 電子書籍小説の選別における興味喚起度MAPの有効性の評価 (2012)
  • Author(s): 村井 聡一, 牛尼 剛聡
  • Organizer: 第155回データベースシステム研究会
  • Place of Presentation: 東京
• [Presentation] 興味喚起度MAP を利用した電子書籍小説「立ち読み」インタフェース (2012)
  • Author(s): 村井 聡一, 牛尼 剛聡
  • Organizer: ヒューマンインタフェースシンポジウム2012
  • Place of Presentation: 福岡
• [Book] 共立出版 (2012)
  • Author(s): Dietmar Jannach, Markus Zanker, Alexander Felfernig, 田中 克己, 角谷 和俊, 奥健太, 北山大輔, 手塚太郎, 牛尼 剛聡, 中島伸介, 土方嘉徳, 湯本高行, 河合由起子, 原田史子, 木村文則
  • Total Pages: 359
  • Publisher: 情報推薦システム入門 -理論と実践-