Automatic Generation of Survey Articles Based on Update Summarization and Text Revision Techniques

• Project/Area Number: 25330263
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Intelligent informatics
• Research Institution: Hiroshima City University
• Principal Investigator: NANBA HIDETSUGU 広島市立大学, 情報科学研究科, 准教授 (50345378)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000); Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000); Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
• Keywords: テキスト要約 / 学術論文 / サーベイ論文 / SNS / 引用データベース / 引用分析

Outline of Final Research Achievements

We propose a method of generating a survey article. Our method consists of the three steps: (1) detecting survey articles in a research paper database, (2) retrieving research papers that should be contained in the survey articles, which were detected in Step (1), and (3) updating the survey articles based on the research papers retrieved in Step (2). We conducted several experiments using a citation index "CiteSeer", and confirmed the effectiveness of our method.

Research Products

• [Journal Article] Evaluation of the Industrial and Social Impacts of Academic Research Using Patents and News Articles (2015)
  • Author(s): Iinuma, S., Fukuda, S., Nanba, H., and Takezawa, T.
  • Journal Title: The International Association for Computers & Information Science (ACIS) International Journal of Computer & Information Science Volume: Vol.16, No.1 Pages: 12-21
  • Peer Reviewed
• [Presentation] Quick Evaluation of Research Impacts at Conferences using SNS (2015)
  • Author(s): Fukuda, S., Nakahashi, H., Nanba, H., and Takezawa, T.
  • Organizer: the 12th International Workshop on Text-based Information Retrieval, in conjunction with DEXA 2015
  • Place of Presentation: Valencia, Spain
  • Year and Date: 2015-09-01
  • Int'l Joint Research
• [Presentation] SNSを用いた迅速な論文の重要度の評価 (2015)
  • Author(s): 中橋光，難波英嗣，竹澤寿幸．
  • 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(DEIM Forum 2015)
  • Place of Presentation: 磐梯熱海ホテル華の湯
  • Year and Date: 2015-03-02 – 2015-03-04
• [Presentation] サーベイ論文作成支援のための引用論文推薦 (2015)
  • Author(s): 飯沼俊平，難波英嗣，竹澤寿幸．
  • 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(DEIM Forum 2015)
  • Place of Presentation: 磐梯熱海ホテル華の湯
  • Year and Date: 2015-03-02 – 2015-03-04
• [Presentation] “Evaluation of the Industrial and Social Impacts of Academic Research Using Patents and News Articles (2014)
  • Author(s): Iinuma, S., Fukuda, S., Nanba, H., and Takezawa, T.
  • Organizer: 5th International Conference on E-Service and Knowledge Management (ESKM 2014)
  • Place of Presentation: Kitakyushu International Conference Center
  • Year and Date: 2014-08-31 – 2014-09-03
• [Presentation] 新情報の追加によるサーベイ論文の作成支援 (2014)
  • Author(s): 飯沼俊平，難波英嗣，竹澤寿幸
  • Organizer: 言語処理学会 第20回年次大会
  • Place of Presentation: 北海道大学