Scholarly Paper Search System Using Multiple Similarity Measures

• Project/Area Number: 15K00310
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Intelligent informatics
• Research Institution: FUJITSU LABORATORIES LTD.
• Principal Investigator: Baba Kensuke 株式会社富士通研究所, その他部局等, 研究員(移行) (70380681)
• Co-Investigator(Kenkyū-buntansha): 南 俊朗 九州情報大学, 経営情報学部, 教授 (80315150)
• Project Period (FY): 2015-04-01 – 2018-03-31
• Project Status: Completed (Fiscal Year 2017)
• Budget Amount: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000); Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000); Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
• Keywords: データマイニング / テキストマイニング / 計量書誌学 / 検索システム / 剽窃検知 / 引用解析 / 文書分類

Outline of Final Research Achievements

Researchers are required to grasp the essence of rapidly increasing scholarly papers in their survey activity. The objective of this research is to develop a scholarly paper search system which realizes a high recall, that is, with a small number of oversights. We developed a system which can find papers related to an input paper, using a similarity measure obtained by applying statistical analyses to text data of scholarly papers in addition to usual measures used in existing systems.

Research Products

• [Journal Article] A Fast Algorithm for Plagiarism Detection in Large-scale Data (2017)
  • Author(s): Kensuke Baba
  • Journal Title: Journal of Digital Information Management Volume: 15(6) Pages: 331-338
  • Peer Reviewed / Open Access
• [Journal Article] An extension of the FFT-based algorithm for the match-count problem to weighted scores (2017)
  • Author(s): Kensuke Baba
  • Journal Title: IEEJ Transactions on Electrical and Electronic Engineering Volume: 12(S2) Issue: S2 Pages: 97-100
  • DOI: 10.1002/tee.22554
  • Peer Reviewed
• [Journal Article] Fast Plagiarism Detection Based on Simple Document Similarity (2017)
  • Author(s): Kensuke Baba
  • Journal Title: Proc. the Twelfth International Conference on Digital Information Management Volume: 1 Pages: 54-58
  • DOI: 10.1109/icdim.2017.8244662
  • Peer Reviewed
• [Journal Article] An acceleration of FFT-based algorithms for the match-count problem (2017)
  • Author(s): Kensuke Baba
  • Journal Title: Information Processing Letters Volume: 125 Pages: 1-4
  • DOI: 10.1016/j.ipl.2017.04.013
  • Peer Reviewed
• [Journal Article] Plagiarism detection using document similarity based on distributed representation (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, and Toshiro Minami
  • Journal Title: Procedia Computer Science Volume: 111 Pages: 382-387
  • DOI: 10.1016/j.procs.2017.06.038
  • Peer Reviewed
• [Journal Article] Does Student’s Diligence to Study Relate to His/her Academic Performance? (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Journal Title: Lecture Notes in Computer Science Volume: 10387 Pages: 40-47
  • DOI: 10.1007/978-3-319-61845-6_5
  • ISBN: 9783319618449, 9783319618456
  • Peer Reviewed
• [Journal Article] Vector Representation of Words for Plagiarism Detection Based on String Matching (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, and Toshiro Minami
  • Journal Title: Lecture Notes in Computer Science Volume: 10274 Pages: 341-350
  • DOI: 10.1007/978-3-319-58524-6_28
  • ISBN: 9783319585239, 9783319585246
  • Peer Reviewed
• [Journal Article] A Characterization of Student’s Viewpoint to Learning and its Application to Learning Assistance Framework (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Journal Title: Proc. the 9th International Conference on Computer Supported Education Volume: 1 Pages: 619-630
  • DOI: 10.5220/0006389706190630
  • Peer Reviewed
• [Journal Article] Estimating Student’s Viewpoint to Learning from Lecture/Self-Evaluation Texts (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Journal Title: Proc. the Ninth International Conference on Advanced Cognitive Technologies and Applications Volume: -
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Plagiarism detection using document similarity based on distributed representation (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, Toshiro Minami
  • Journal Title: Procedia Computer Science Volume: 印刷中
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Vector Representation of Words for Plagiarism Detection Based on String Matching (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, Toshiro Minami
  • Journal Title: Lecture Notes in Computer Science Volume: 10274
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Does Student's Diligence to Study Relate to His/Her Academic Performance? (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Journal Title: Lecture Notes in Computer Science Volume: 印刷中
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Bibliometric Search with Focused Citation Ratios (2016)
  • Author(s): Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
  • Journal Title: Proc. 5th IIAI International Congress on Advanced Applied Informatics Volume: - Pages: 150-153
  • DOI: 10.1109/iiai-aai.2016.227
  • Peer Reviewed
• [Journal Article] A Visual Citation Search Engine (2016)
  • Author(s): Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
  • Journal Title: Lecture Notes in Computer Science Volume: 9734 Pages: 168-178
  • DOI: 10.1007/978-3-319-40349-6_17
  • ISBN: 9783319403489, 9783319403496
  • Peer Reviewed
• [Journal Article] Predicting Book Use in University Libraries by Synchronous Obsolescence (2016)
  • Author(s): Kensuke Baba, Toshiro Minami, and Tetsuya Nakatoh
  • Journal Title: Procedia Computer Science Volume: 96 Pages: 395-402
  • DOI: 10.1016/j.procs.2016.08.082
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Modeling Changes in Demands for Books with Elapsed Time from Publication (2015)
  • Author(s): K. Baba, T. Minami, E. Ito
  • Journal Title: Lecture Notes in Computer Science Volume: 9156 Pages: 172-181
  • DOI: 10.1007/978-3-319-21407-8_13
  • ISBN: 9783319214061, 9783319214078
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Focused Citation Count: A Combined Measure of Relevancy and Quality (2015)
  • Author(s): T. Nakatoh, H. Nakanishi, K. Baba, S. Hirokawa
  • Journal Title: Proc. 4th International Congress on Advanced Applied Informatics Pages: 166-170
  • DOI: 10.1109/iiai-aai.2015.282
  • Peer Reviewed
• [Journal Article] Visualization of keywords for exploratory search of research (2015)
  • Author(s): 廣川佐千男, 伊東栄典, 馬場謙介
  • Journal Title: Journal of Information Processing and Management Volume: 58 Issue: 6 Pages: 447-454
  • DOI: 10.1241/johokanri.58.447
  • NAID: 130005096682
  • ISSN: 0021-7298, 1347-1597
  • Peer Reviewed
• [Presentation] Does Student's Diligence to Study Relate to His/Her Academic Performance? (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Organizer: Second International Conference on Data Mining and Big Data
  • Place of Presentation: Fukuoka
  • Year and Date: 2017-07-27
  • Int'l Joint Research
• [Presentation] Vector Representation of Words for Plagiarism Detection Based on String Matching (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, Toshiro Minami
  • Organizer: 19th International Conference on Human-Computer Interaction
  • Place of Presentation: Vancouver, Canada
  • Year and Date: 2017-07-09
  • Int'l Joint Research
• [Presentation] Estimating Student’s Viewpoint to Learning from Lecture/Self-Evaluation Texts (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Organizer: Ninth International Conference on Advanced Cognitive Technologies and Applications
  • Place of Presentation: Athens, Greece
  • Year and Date: 2017-02-19
  • Int'l Joint Research
• [Presentation] Fast Plagiarism Detection Based on Simple Document Similarity (2017)
  • Author(s): Kensuke Baba
  • Organizer: The Twelfth International Conference on Digital Information Management
  • Int'l Joint Research
• [Presentation] Does Student’s Diligence to Study Relate to His/her Academic Performance? (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Organizer: The Second International Conference on Data Mining and Big Data
  • Int'l Joint Research
• [Presentation] Vector Representation of Words for Plagiarism Detection Based on String Matching (2017)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, and Toshiro Minami
  • Organizer: The 19th International Conference on Human-Computer Interaction
  • Int'l Joint Research
• [Presentation] A Characterization of Student’s Viewpoint to Learning and its Application to Learning Assistance Framework (2017)
  • Author(s): Toshiro Minami, Yoko Ohura, and Kensuke Baba
  • Organizer: The 9th International Conference on Computer Supported Education
  • Int'l Joint Research
• [Presentation] Plagiarism detection using document similarity based on distributed representation (2016)
  • Author(s): Kensuke Baba, Tetsuya Nakatoh, Toshiro Minami
  • Organizer: 8th International Conference on Advances in Information Technology
  • Place of Presentation: Macau, China
  • Year and Date: 2016-12-19
  • Int'l Joint Research
• [Presentation] Predicting Book Use in University Libraries by Synchronous Obsolescence (2016)
  • Author(s): Kensuke Baba, Toshiro Minami, and Tetsuya Nakatoh
  • Organizer: 20th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
  • Place of Presentation: York, UK
  • Year and Date: 2016-09-05
  • Int'l Joint Research
• [Presentation] A Visual Citation Search Engine (2016)
  • Author(s): Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
  • Organizer: 18th International Conference on Human-Computer Interaction
  • Place of Presentation: Toronto, Canada
  • Year and Date: 2016-07-17
  • Int'l Joint Research
• [Presentation] Bibliometric Search with Focused Citation Ratios (2016)
  • Author(s): Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
  • Organizer: 5th IIAI International Congress on Advanced Applied Informatics
  • Place of Presentation: Kumamoto
  • Year and Date: 2016-07-10
  • Int'l Joint Research
• [Presentation] Focused Citation Count: A Combined Measure of Relevancy and Quality (2015)
  • Author(s): T. Nakatoh, H. Nakanishi, K. Baba, S. Hirokawa
  • Organizer: 4th International Congress on Advanced Applied Informatics
  • Place of Presentation: Okayama, Japan
  • Year and Date: 2015-07-12
  • Int'l Joint Research
• [Presentation] Modeling Changes in Demands for Books with Elapsed Time from Publication (2015)
  • Author(s): K. Baba, T. Minami, E. Ito
  • Organizer: 15th International Conference on Computational Science and Its Applications
  • Place of Presentation: Banff, Canada
  • Year and Date: 2015-06-22
  • Int'l Joint Research