Marie Katsurai

Assistant Professor
Department of Intelligent Information Engineering and Sciences
Doshisha University

Marie Katsurai

Recent research Interests

  • Science mapping from scholarly data
  • Sentiment analysis of text and images

Education

  • PhD in Information Science and Technology, June 2014
    Graduate School of Information Science and Technology, Hokkaido University
  • Master of Information Science and Technology, March 2012
    Graduate School of Information Science and Technology, Hokkaido University
  • Bachelor of Engineering, March 2010
    School of Engineering, Hokkaido University

Work Experience

  • Assistant Professor, April 2015 - Present
    Intelligent Mechanism Laboratory
    Faculty of Science and Engineering, Doshisha University
    • Programming Java I (2015-)
    • Programming Java II (2015-)
    • Programming Language C I (2015-)
    • Practice and Experiment III for Information Systems (2015-)
    • Human and Information Systems II (2015-)
    • Applications of Information Systems (2015-)
    • Computer Programming Seminar B (2015-)
    • Bachelor Thesis I, II (2015-)
  • JSPS Research Fellow for Young Scientists (PD), July 2014 - March 2015
    Takeda Laboratory, The National Institute of Informatics (NII)
  • Part-time lecturer, April 2013 - September 2013
    Faculity of Engineering, Hokkai Gakuen University
    • Information Processing Practice III
  • JSPS Research Fellow for Young Scientists (DC2), April 2013 - June 2014
  • Research Assistant,July 2012 - March 2013, December 2013 - March 2014
    Graduate School of Information Science and Technology, Hokkaido University
  • Teaching Assistant, April 2010 - March 2013
    Hokkaido University
    • Introduction to Information I (April 2011 - September 2011)
    • The World of Science and Technology (2011, 2012)
    • Media Network Laboratory IA, IIA (April 2010 - March 2013)
    • Exercise in Media Network I, II (April 2010 - March 2013)

Activities

Research Grants

  • Japan Science and Technology Agency (JST) ACT-I Information and Future, Oct. 2018 - Mar. 2020.
  • The Japan Society for the Promotion of Science (JSPS) Grant-in-Aid for Young Scientists (B), Apr. 2017 - Mar. 2020.
  • National Institute of Informatics, Research Collaboration Grant, Apr. 2017 - Mar. 2018.
  • The Okawa Foundation for Information and Telecommunications, Research Grant, Mar. 2016 - Feb. 2017.
  • Harris Science Research Institute, Research Grant, Apr. 2015 - Mar. 2016.
  • The Japan Society for the Promotion of Science (JSPS) Grant-in-Aid for JSPS Fellows, Apr. 2013 - Mar. 215.

Publications

Journals

  • Masataka Araki, Marie Katsurai, Ikki Ohmukai, and Hideaki Takeda, "Interdisciplinary Collaborator Recommendation Based on Research Content Similarity," IEICE Transactions on Information and Systems, vol.E100-D, No.4, Apr. 2017. (copyright© 2017 IEICE) PDF
  • Marie Katsurai, Ikki Ohmukai, and Hideaki Takeda, "Topic Representation of Researchers' Interests in a Large-Scale Academic Database and Its Application to Author Disambiguation," IEICE Transactions on Information and Systems, vol. E99-D, no. 4, pp. 1010-1018, Apr, 2016. (copyright© 2016 IEICE) PDF
  • Marie Katsurai, Takahiro Ogawa, and Miki Haseyama, "A Cross-Modal Approach For Extracting Semantic Relationships Between Concepts Using Tagged Images," IEEE Transactions on Multimedia, vol. 16, no. 4, pp. 1059-1074, June, 2014.
  • Marie Katsurai, Takahiro Ogawa, and Miki Haseyama, "A Novel Framework For Extracting Visual Feature-Based Keyword Relationships From An Image Database," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E95-A, no. 5, pp. 927-937, May, 2012.

International Conferences (2015-)

  • Mayu Kimura and Marie Katsurai, "Investigating the Consistency of Emoji Sentiment Lexicons Constructed Using Different Languages," Proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services (iiWAS2018), to appear.
  • Hiroyuki Nishizawa, Marie Katsurai, Ikki Ohmukai, and Hideaki Takeda, "Measuring Researcher Relatedness with Changes in their Research Interests," Proceedings of 2018 APSIPA Annual Summit and Conference (APSIPA ASC 2018), pp. 149-152, 2018.
  • Satoshi Sanjo and Marie Katsurai, "Towards Recommending Diverse Seasonal Cooking Recipes: A Preliminary Study Based on Monthly View Data," Proceedings of IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2017), pp. 306-310, 2017.
  • Satoshi Sanjo and Marie Katsurai, "Recipe Popularity Prediction with Deep Visual-Semantic Fusion," Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017) pp. 2279-2282, 2017.
  • Mayu Kimura and Marie Katsurai, "Automatic Construction of an Emoji Sentiment Lexicon," Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2017), pp. 1033-1036, Sydney, Australia, 31 July - 03 August, 2017. (NOTE: We presented at FAB2017, which was held in conjunction with ASONAM2017.)
  • Marie Katsurai, "Bursty Research Topic Detection From Scholarly Data Using Dynamic Co-Word Networks: A Preliminary Investigation," Proceedings of 2017 IEEE 2nd International Conference on Big Data Analysis (ICBDA 2017), Beijing, China, March 2017 (Excellent Oral Presentation Award).
  • Marie Katsurai and Satoshi Sanjo, "Automatic Association of Social Media Images with Emotions Using Deep Learning-Based Features," International Congress of Psychology (ICP 2016), Yokohama, Japan, July 2016.
  • Satoshi Sanjo and Marie Katsurai, "Exploring Visual Features of Emotional Images on Social Media," Proceedings of the 31th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2016), T2-5-3, Okinawa, Japan, July 2016.
  • Marie Katsurai and Shin'ichi Satoh, "Image Sentiment Analysis Using Latent Correlations Among Visual, Textual, and Sentiment Views," Proceedings of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), pp. 2837-2841, Shanghai, China, March 2016. Project page
  • Marie Katsurai, Ikki Ohmukai, and Hideaki Takeda, "Topic Representation of Researchers’ Interests in a Large-Scale Academic Database," Proceedings of the 30th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2015), Seoul, Korea, June 29-July 2, pp. 35-37, 2015.

Contact Information


katsurai [AT] mm [DOT] doshisha [DOT] ac [DOT] jp