Publications

Publications at peer-reviewed academic journals and international conferences.

Peer-Reviewed Academic Journal

2019

Marie Katsurai and Shunsuke Ono, "TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation," Scientometrics, vol. 121, no. 3, pp.1583--1698, 2019.
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2017

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, pp.785--792, May, 2017. (copyright© 2017 IEICE)
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2016

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, May, 2016. (copyright© 2016 IEICE)
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International Conferences

2019

Marie Katsurai and Ikki Ohmukai, "Author Matching Across Different Academic Databases: Aggregating Simple Feature-Based Rankings," Proceedings of 2019 ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2019), pp.279--282, 2019 .

2018

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), pp.310--313, 2018 .

2018

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 .

2017

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), 2017 .

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 .

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, 2017 .

2017

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, Apr, 2017 (Excellent Oral Presentation Award).

2016

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, Aug, 2016 .

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), pp.T2-5-3, Okinawa, Japan, Aug, 2016 .

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 (ICASSP2016), pp.2837--2841, 2016 .
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