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Sugiyama, Kazunari

Graduate School of Informatics, Department of Social Informatics Program-Specific Associate Professor

Sugiyama, Kazunari
list
    Last Updated :2022/06/24

    Basic Information

    Professional Memberships

    • From Feb. 2021, To Present
      日本データベース学会
    • From Sep. 2001, To Present
      Association for Computing Machinery (ACM)
    • From May 1998, To Present
      Information Processing Society of Japan (IPSJ)

    Academic Degree

    • Master of Engineering( Yokohama National University)
    • Ph.D. in Engineering(Nara Institute of Science and Technology)

    Academic Resume (Graduate Schools)

    • Yokohama National University, Graduate School of Engineering, Division of Electrical and Computer Engineering, 修了
    • Nara Institute of Science and Technology, Graduate School of Information Science, Department of Information Systems, 修了

    Academic Resume (Undergraduate School/Majors)

    • Yokohama National University, Faculty of Engineering, Division of Electrical and Computer Engineering, 卒業

    High School

    • High School

      東京都立西高等学校

    Language of Instruction

    • English
    • Japanese

    ID,URL

    Website(s) (URL(s))

    researchmap URL

    list
      Last Updated :2022/06/24

      Research

      Research Interests

      • Information Retrieval
      • Natural Language Processing
      • Digital Libraries

      Research Areas

      • Humanities & social sciences, Library/information science, humanistic/social informatics, 電子図書館
      • Informatics, Intelligent informatics, 情報検索、自然言語処理

      Papers

      • Towards Open and Trustworthy Digital Societies - 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Virtual Event, December 1-3, 2021, Proceedings
        Hao-Ren Ke; Chei Sian Lee; Kazunari Sugiyama
        Lecture Notes in Computer Science (LNCS), Springer, Dec. 2021
      • Prerequisite-aware course ordering towards getting relevant job opportunities
        Yiling Dai; Masatoshi Yoshikawa; Kazunari Sugiyama
        Expert Systems with Applications, Nov. 2021, Peer-reviewed
      • CNN-based framework for classifying temporal relations with question encoder
        Yohei Seki; Kangkang Zhao; Masaki Oguni; Kazunari Sugiyama
        International Journal on Digital Libraries, 13 Oct. 2021
      • Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries
        Yi Yu; Adam Jatowt; Antoine Doucet; Kazunari Sugiyama; Masatoshi Yoshikawa
        The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug. 2021, Peer-reviewed
      • A Framework for Classifying Temporal Relations with Question Encoder.
        Yohei Seki; Kangkang Zhao; Masaki Oguni; Kazunari Sugiyama
        The 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020), Nov. 2020, Peer-reviewed
      • FANG: Leveraging Social Context for Fake News Detection Using Graph Representation
        Van-Hoang Nguyen; Kazunari Sugiyama; Preslav Nakov; Min-Yen Kan
        Proceedings of the 29th ACM International Conference on Information & Knowledge Management, 19 Oct. 2020, Peer-reviewed
      • Neural side effect discovery from user credibility and experience-assessed online health discussions
        Van-Hoang Nguyen; Kazunari Sugiyama; Min-Yen Kan; Kishaloy Halder
        Journal of biomedical semantics, 2020, Peer-reviewed
      • Neural multi-task learning for citation function and provenance
        Xuan Su; Animesh Prasad; Min-Yen Kan; Kazunari Sugiyama
        Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2019)), Jun. 2019, Peer-reviewed
      • Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture.
        Kishaloy Halder; Min-Yen Kan; Kazunari Sugiyama
        Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019, Peer-reviewed
      • Identifying Emergent Research Trends by Key Authors and Phrases.
        Shenhao Jiang; Animesh Prasad,Min-Yen Kan; Kazunari Sugiyama
        Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018, Peer-reviewed
      • Treatment Side Effect Prediction from Online User-generated Content.
        Hoang Nguyen; Kazunari Sugiyama; Min-Yen Kan; Kishaloy Halder
        Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, Louhi@EMNLP 2018, Brussels, Belgium, October 31, 2018, 2018, Peer-reviewed
      • Health forum thread recommendation using an interest aware topic model
        Kishaloy Halder; Min-Yen Kan; Kazunari Sugiyama
        International Conference on Information and Knowledge Management, Proceedings, 2017, Peer-reviewed
      • Scrutinizing mobile app recommendation: Identifying important app-related indicators
        Lin, J.; Sugiyama, K.; Kan, M.-Y.; Chua, T.-S.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Peer-reviewed
      • Linking organizational social network profiles
        Cheng J; Sugiyama K; Kan M.-Y
        SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2016, Peer-reviewed
      • Introduction to the 2015 Joint Conference on Digital Libraries Doctoral Consortium Issue.
        Kazunari Sugiyama; Catherine L. Smith
        TCDL Bulletin, 2015, Peer-reviewed
      • "Towards higher relevance and serendipity in scholarly paper recommendation" by Kazunari Sugiyama and Min-Yen Kan with Martin Vesely as coordinator.
        Kazunari Sugiyama; Min-Yen Kan
        SIGWEB Newsletter, 2015, Peer-reviewed
      • Multi-document abstractive summarization using ILP based multi-sentence compression
        Banerjee S; Mitra P; Sugiyama K
        IJCAI International Joint Conference on Artificial Intelligence, 2015, Peer-reviewed
      • Generating abstractive summaries from meeting transcripts
        Banerjee S; Mitra P; Sugiyama K
        DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering, 2015, Peer-reviewed
      • Abstractive Meeting Summarization Using Dependency Graph Fusion
        Siddhartha Banerjee; Prasenjit Mitra; Kazunari Sugiyama
        WWW'15 COMPANION: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2015, Peer-reviewed
      • A comprehensive evaluation of scholarly paper recommendation using potential citation papers
        Sugiyama, K.; Kan, M.-Y.
        International Journal on Digital Libraries, 2015, Peer-reviewed
      • Predicting the popularity of web 2.0 items based on user comments
        He X; Gao M; Kan M.-Y; Liu Y; Sugiyama K
        SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014, Peer-reviewed
      • New and improved: Modeling versions to improve app recommendation
        Lin J; Sugiyama K; Kan M.-Y; Chua T.-S
        SIGIR 2014 - Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014, Peer-reviewed
      • Addressing cold-start in app recommendation: latent user models constructed from twitter followers.
        Jovian Lin; Kazunari Sugiyama; Min-Yen Kan; Tat-Seng Chua
        The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013, 2013, Peer-reviewed
      • Exploiting potential citation papers in scholarly paper recommendation.
        Kazunari Sugiyama; Min-Yen Kan
        13th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL '13, Indianapolis, IN, USA, July 22 - 26, 2013, 2013, Peer-reviewed
      • Serendipitous recommendation for mobile apps using item-item similarity graph
        Bhandari, U.; Sugiyama, K.; Datta, A.; Jindal, R.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2013, Peer-reviewed
      • Instructor-centric source code plagiarism detection and plagiarism corpus.
        Jonathan Y; H. Poon; Kazunari Sugiyama,Yee Fan Tan; Min-Yen Kan
        Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE '12, Haifa, Israel, July 3-5, 2012, 2012, Peer-reviewed
      • Introduction to the 2011 JCDL Doctoral Consortium Issue.
        Luanne Freund; Edie Rasmussen; Kazunari Sugiyama
        TCDL Bulletin, 2012, Peer-reviewed
      • Product review summarization from a deeper perspective.
        Duy Khang Ly; Kazunari Sugiyama; Ziheng Lin; Min-Yen Kan
        Proceedings of the 2011 Joint International Conference on Digital Libraries, JCDL 2011, Ottawa, ON, Canada, June 13-17, 2011, 2011, Peer-reviewed
      • Serendipitous recommendation for scholarly papers considering relations among researchers.
        Kazunari Sugiyama; Min-Yen Kan
        Proceedings of the 2011 Joint International Conference on Digital Libraries, JCDL 2011, Ottawa, ON, Canada, June 13-17, 2011, 2011, Peer-reviewed
      • ForeCite: towards a reader-centric scholarly digital library.
        Thuy Dung Nguyen; Min-Yen Kan; Dinh-Trung Dang; Markus Hänse; Ching Hoi; Andy Hong; Minh-Thang Luong; Jesse; Prabawa Gozali; Kazunari Sugiyama; Yee Fan Tan
        Proceedings of the 2010 Joint International Conference on Digital Libraries, JCDL 2010, Gold Coast, Queensland, Australia, June 21-25, 2010, 2010, Peer-reviewed
      • Scholarly paper recommendation via user's recent research interests.
        Kazunari Sugiyama; Min-Yen Kan
        Proceedings of the 2010 Joint International Conference on Digital Libraries, JCDL 2010, Gold Coast, Queensland, Australia, June 21-25, 2010, 2010, Peer-reviewed
      • Semi-supervised clustering forword instances and its effect on word sense disambiguation
        Sugiyama, K.; Okumura, M.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009, Peer-reviewed
      • TITPI: Web People Search Task Using Semi-Supervised Clustering Approach.
        Kazunari Sugiyama; Manabu Okumura
        Proceedings of the 4th International Workshop on Semantic Evaluations, SemEval@ACL 2007, Prague, Czech Republic, June 23-24, 2007, 2007, Peer-reviewed
      • Personal name disambiguation in web search results based on a semi-supervised clustering approach
        Sugiyama, K.; Okumura, M.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2007, Peer-reviewed
      • Improvement in TF-IDF scheme for web pages based on the contents of their hyperlinked neighboring pages
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa; Shunsuke Uemura
        Systems and Computers in Japan, Dec. 2005, Peer-reviewed
      • Adaptive Web Search Considering User's Ephemeral and Persistent Preferences
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa; Shunsuke Uemura
        DBSJ Letters, Jun. 2004, Peer-reviewed
      • Adaptive web search based on user profile constructed without any effort from users.
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa
        Proceedings of the 13th international conference on World Wide Web, WWW 2004, New York, NY, USA, May 17-20, 2004, 2004, Peer-reviewed
      • User-oriented adaptive web information retrieval based on implicit observations
        Sugiyama, K.; Hatano, K.; Yoshikawa, M.; Uemura, S.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, Peer-reviewed
      • Extracting Information on Protein-Protein Interactions from Biological Literature Based on Machine Learning Approaches
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa; Shunsuke Uemura
        The 14th International Conference on Genome Informatics (GIW2003), Dec. 2003, Peer-reviewed
      • Improvement in TF-IDF Scheme for Web Pages and its Retrieval Accuracy
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa; Shunsuke Uemura
        DBSJ Letters, May 2003, Peer-reviewed
      • Refinement of TF-IDF schemes for web pages using their hyperlinked neighboring pages.
        Kazunari Sugiyama; Kenji Hatano; Masatoshi Yoshikawa; Shunsuke Uemura
        HYPERTEXT 2003, Proceedings of the 14th ACM Conference on Hypertext and Hypermedia, August 26-30, 2003, Nottingham, UK, 2003, Peer-reviewed
      • A method of improving feature vector for web pages reflecting the contents of their out-linked pages
        Sugiyama, K.; Hatano, K.; Yoshikawa, M.; Uemura, S.
        Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2002, Peer-reviewed
      • Identification of Coreference Between Names and Faces.
        Koichi Yamada; Kazunari Sugiyama; Yasunori Yonamine; Hiroshi Nakagawa
        Coreference and Its Applications@ACL 1999, College Park, Maryland, USA, June 22, 1999, 1999, Peer-reviewed

      Misc.

      • A Method for Analyzing Bookmark to Support Information Retrieval
        SAHODA Keisuke; SUGIYAMA Kazunari; HATANO Kenji; YOSHIKAWA Masatoshi; UEMURA Shunsuke
        IEICE technical report. Data engineering, 11 Jul. 2003

      Awards

      • Jan. 2021
        The 14th ACM International Conference on Web Search and Data Mining (WSDM 2021) , ``Outstanding Reviewer''
      • Nov. 2020
        The 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020), ``Best Paper Award Runner-up''
      • Nov. 2020
        The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), ``Outstanding Reviewer''
      • Oct. 2020
        The 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), ``Best Paper Award"
      • Aug. 2017
        The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), ``Outstanding Reviewer"
      • Jul. 2013
        The 13th ACM/IEEE Joint Conference on Digital Libraries 2013 (JCDL 2013), ``Vannevar Bush Best Paper Award"
      • Dec. 2013
        The 9th Asia Information Retrieval Societies Conference (AIRS 2013), Nomination for ``the Best Poster and the Best Paper Award"
      • Aug. 2003
        The 14th ACM Conference on Hypertext and Hypermedia (HT 2003), Nomination for ``Ted Nelson Newcomer Award"

      External funds: Kakenhi

      list
        Last Updated :2022/06/24

        Education

        Teaching subject(s)

        • From 01 Apr. 2022, To 31 Mar. 2023
          Basic Informatics (General)
          T009, Spring, Institute for Liberal Arts and Sciences, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Basic Informatics (Faculty of Engineering)
          T013, Fall, Institute for Liberal Arts and Sciences, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management, Exercise
          8019, Spring, Graduate School of Informatics, 1
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management
          M323, Spring, Institute for Liberal Arts and Sciences, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management, Exercise
          M322, Fall, Institute for Liberal Arts and Sciences, 1
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management
          8018, Fall, Graduate School of Informatics, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management, Exercise
          8019, Fall, Graduate School of Informatics, 1
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management
          8018, Spring, Graduate School of Informatics, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management, Exercise
          M322, Spring, Institute for Liberal Arts and Sciences, 1
        • From 01 Apr. 2022, To 31 Mar. 2023
          Basic Informatics (General)
          T009, Fall, Institute for Liberal Arts and Sciences, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Information Analysis and Management
          M323, Fall, Institute for Liberal Arts and Sciences, 2
        • From 01 Apr. 2022, To 31 Mar. 2023
          Informatics Fundamentals & Practice
          T016, Spring, Institute for Liberal Arts and Sciences, 2
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management, Exercise
          Spring, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management, Exercise
          Spring, 情報学研究科
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management, Exercise
          Fall, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management, Exercise
          Fall, 情報学研究科
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management
          Spring, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management
          Spring, 情報学研究科
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management
          Spring, 総合生存学館
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management
          Fall, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Information Analysis and Management
          Fall, 情報学研究科
        • From Apr. 2020, To Mar. 2021
          Basic Informatics (General)
          Spring, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Basic Informatics (General)
          Fall, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Basic Informatics (Faculty of Engineering) [Industrial Chemistry]
          Fall, 全学共通科目
        • From Apr. 2020, To Mar. 2021
          Basic Informatics (Faculty of Engineering) [Architecture]
          Fall, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management, Exercise
          Spring, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management, Exercise
          Spring, 情報学研究科
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management, Exercise
          Fall, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management, Exercise
          Fall, 情報学研究科
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management
          Spring, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management
          Spring, 情報学研究科
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management
          Spring, 総合生存学館
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management
          Fall, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Information Analysis and Management
          Fall, 情報学研究科
        • From Apr. 2021, To Mar. 2022
          Basic Informatics (General)
          Spring, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Basic Informatics (General)
          Fall, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Informatics Fundamentals & Practice
          Spring, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Basic Informatics (Faculty of Engineering) [Industrial Chemistry]
          Fall, 全学共通科目
        • From Apr. 2021, To Mar. 2022
          Basic Informatics (Faculty of Engineering) [Architecture]
          Fall, 全学共通科目

        Participation in PhD Defenses (other than KU)

        • Faculty of Information and Communication Engineering, Anna University, India, Sub-chief Examiner
          2017
        • School of Computer Science and Engineering, University of New South Wales, Australia, Sub-chief Examiner
          2010
        list
          Last Updated :2022/06/24

          Administration

          Faculty management (title, position)

          • From 01 Apr. 2022, To 31 Mar. 2023
            図書WG委員
          list
            Last Updated :2022/06/24

            Academic, Social Contribution

            Committee Memberships

            • From 2021
              Program committee, The 36th AAAI Conference on Artificial Intelligence (AAAI-22)
            • From 2021
              Program committee, The 15th ACM International Conference on Web Search and Data Mining (WSDM 2022)
            • From 2021
              Program Committee Co-chair, The 23rd International Conference on Asia-Pacific Digital Libraries (ICADL 2021)
            • From 2021
              Program committee, The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)
            • From 2021
              Program committee, The 29th ACM International Conference on Multimedia (MM 2021)
            • From 2021
              Senior Program committee, The 21st ACM/IEEE Joint Conference on Digital Libraries 2021 (JCDL 2021)
            • From 2021
              Program committee, The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2021)
            • From 2021
              Program committee, The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021)
            • From 2021
              Program committee, The 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2021)
            • From 2021
              Program committee, The 3rd Tokyo ACM SIGIR Chapter Pre-submission One-day Workshop on Information Retrieval (POWIR 2021 Winter)
            • From 2021
              Program committee, The 35th AAAI Conference on Artificial Intelligence (AAAI-21)
            • From 2021
              Program committee, The 14th ACM International Conference on Web Search and Data Mining (WSDM 2021)
            • From 2020
              Program committee, The 1st Workshop on Scholarly Document Processing (SDP 2020)
            • From 2020
              Program committee, The 2020 IEEE International Conference on Multimedia and Expo (ICME 2020)
            • From 2020
              Program committee, The 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020, ``Information Retrieval and Text Mining'' track)
            • From 2020
              Program committee, The 2nd Tokyo ACM SIGIR Chapter Pre-submission One-day Workshop on Information Retrieval (POWIR 2020 Winter)
            • From 2020
              Senior Program committee, The 20th ACM/IEEE Joint Conference on Digital Libraries 2020 (JCDL 2020)
            • From 2020
              Program committee, The 22nd International Conference on Asia-Pacific Digital Libraries (ICADL 2020)
            • From 2020
              Program committee, The 28th ACM International Conference on Multimedia (MM 2020)
            • From 2020
              Program committee, The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)
            • From 2019
              Program committee, The 34th AAAI Conference on Artificial Intelligence (AAAI-20)

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