Eiji ARAMAKI, Ph.D.

Nara / Kyoto, JAPAN







Eiji ARAMAKI, Ph.D is a professor at NAIST (Nara Institute of Science and Technology), Japan, working on information science. He got his Ph.D degree from the University of Tokyo in 2005. His current research interests are in natural language processing (NLP) for the medical field. His works are shown in . The number of citations Google Scholar > 2700, h-index=25 (Mar 2022).

Eiji ARAMAKI, Ph.D.


Selected Research Papers
Shohei Hisada, Taichi Murayama, Kota Tsubouchi, Sumio Fujita, Shuntaro Yada, Shoko Wakamiya, and Eiji Aramaki: Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information, Scientific Reports, 2020. (impact factor=4.1)
Shoko Wakamiya, Mizuki Morita, Yoshinobu Kano, Tomoko Ohkuma, Eiji Aramaki: Tweet Classification Toward Twitter-Based Disease Surveillance: New Data, Methods, and Evaluations, J Med Internet Res, Volume 21 (Number 2), pp. e12783, 2018. (impact factor=4.7) Daisaku Shibata, Kaoru Ito, Hiroyuki Nagai, Taro Okahisa, Ayae Kinoshita, Eiji Aramaki: Idea density in Japanese for the early detection of dementia based on narrative, PLoS One, Volume 13 (Number 12), pp. e0208418, 2018. (impact factor=2.8) Shoko Wakamiya, Yukiko Kawai, Eiji Aramaki: Twitter-Based Influenza Detection After Flu Peak via Tweets With Indirect Information: Text Mining Study, JMIR Public Health and Surveillance, Volume 4 (Number 39), pp. e65, 2018. (2018 IMIA Best Paper (0.3%; 3/805)) Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura: Learning to Select, Track, and Generate for Data-to-Text, n Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) (Italy, Florence), 2019 (2019/07/28). (acceptance ratio=25%) Eiji Aramaki, Sachiko Maskawa and Mizuki Morita: Twitter Catches The Flu: Detecting Influenza Epidemics using Twitter, In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (UK, Edinburgh, Scotland), pp. 1568-1576, 2011 (2011/07/27). (acceptance ratio=15%; over 600 citations)
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荒牧英治, Ph.D.
奈良先端科学技術大学院大学(NAIST)先端科学技術研究科 ソーシャル・コンピューティング研究室 教授
産業技術総合研究所(AIST) 人工知能研究センター 客員研究員
国立がんセンター(NCC) 客員研究員
大阪国際がんセンター 特別研究員

電子カルテテキストの解析などの医療自然言語処理に関する研究,言葉と医療に関する研究に従事. 同時に,ソーシャルメディアやスマートスピーカーなどの新しいメディアを用いた言語処理研究も試みている.


Original sound work (2022)


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