Rchr
J-GLOBAL ID:201801018784665962
Update date: Oct. 22, 2024 Sano Hitomi
サノ ヒトミ | Sano Hitomi
Affiliation and department: Job title:
Specially Appointed Assistant Professor
Research field (4):
Database science
, Money and finance
, Hydroengineering
, Sociology
Research keywords (8):
情報システム
, データベース
, データマイニング
, 金融工学
, 気候変動金融リスク
, 防災政策
, 産学連携
, 科学技術イノベーション政策
Research theme for competitive and other funds (3): - 2022 - 2024 Development of financial risk measurement method by data fusion of local rainfall observation information and ATM statistical information
- 2022 - 2023 オープンデータによる自然科学と社会科学の異分野間データ連携の促進に向けた課題分析
- 2022 - 2023 研究開発プログラムの開発・評価に資するエビデンス構築の研究
Papers (8): -
Naoto Minakawa, Kiyoshi Izumi, Hiroki Sakaji, Hitomi Sano. Graph Representation Learning of Banking Transaction Network with Edge Weight-Enhanced Attention and Textual Information. WWW 2022 - Companion Proceedings of the Web Conference 2022. 2022. 630-637
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MINAKAWA Naoto, IZUMI Kiyoshi, SAKAJI Hiroki, SANO Hitomi. Transaction prediction by using graph neural network and textual industry information. Proceedings of the Annual Conference of JSAI. 2022. JSAI2022. 4S1IS2f01-4S1IS2f01
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SANO Hitomi, MINAKAWA Naoto, SAKAJI Hiroki, IZUMI Kiyoshi. Analysis of Cash Withdrawal Trends in the Case of Localized Heavy Rain by Data Fusion using Location Information. Proceedings of the Annual Conference of JSAI. 2022. JSAI2022. 4N1GS302-4N1GS302
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IZUMI Kiyoshi, SAKAJI Hiroki, SANO Hitomi. Forecast of Economic Indicators using Causal Information. Proceedings of the Annual Conference of JSAI. 2021. JSAI2021. 2F4GS10h05-2F4GS10h05
- SANO Hitomi, ITOH Masahiko, IKOMA Eiji, KITSUREGAWA Masaru, OGUCHI Masato. Rainfall Intensity Level Estimation Method by Analysis of Word Expression Pattern Using SNS. 2019. J102-D. 9. 585-596
more... MISC (14): -
Hitomi Sano, Kiyoshi Izumi, Takayuki Hayashi. 自然科学と社会科学のデータ連携に向けた オープンデータ政策の課題分析. 2022
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SANO Hitomi, MINAKAWA Naoto, SAKAJI Hiroki, IZUMI Kiyoshi. Analysis of the Relationship between Rainfall Observation Data and ATM Statistics Data using Location Information. JSAI Technical Report, Type 2 SIG. 2022. 2022. FIN-028. 105
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MINAKAWA Naoto, IZUMI Kiyoshi, SAKAJI Hiroki, SANO Hitomi. Transaction Prediction using Textual Industry Information and Graph Neural Network. JSAI Technical Report, Type 2 SIG. 2022. 2022. FIN-028. 124
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IZUMI Kiyoshi, SAKAJI Hiroki, SANO Hitomi. Forecast of Economic Indicators using Causal Information. JSAI Technical Report, Type 2 SIG. 2021. 2021. FIN-027. 44
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Kiyoshi Izumi, Hitomi Sano, Hiroki Sakaji. Economic Causal-Chain Search and Economic Indicator Prediction using Textual Data. The 3rd Financial Narrative Processing Workshop (FNP 2021). 2021
more... Lectures and oral presentations (5): -
The impact of generative artificial intelligence (GenAI) and machine learning (ML) on operations
(Tokyo Financial Information & Technology Summit 2024)
-
工学で創る未来の金融「デジタル時代の金融の現場」
(メタバース工学部ジュニア講座 2024)
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How to find your dream.
(2022)
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位置情報を利用した降雨観測情報と銀行ATM情報の相関解析
(一般社団法人オルタナティブデータ推進協議会主催セミナー 「気象及び衛星データの活用」 2022)
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Proposal of high risk priority method for disaster prevention-oriented rainfall information synthesis
(電子情報通信学会技術研究報告 2017)
Education (2): - 2016 - 2019 Ochanomizu University
- 1990 - 1994 Ochanomizu University Faculty of Science Division of Information Sciences
Professional career (1): Work history (9): - 2024/04 - 現在 Hitotsubashi University Graduate School of Social Data Science Specially Appointed Assistant Professor
- 2023/08 - 2024/03 Hitotsubashi University Graduate School of Social Data Science Specially Appointed Research Associate
- 2023/08 - 2024/03 National Graduate Institute for Policy Studies The Science for Re-designing Science, Tecnology and Innovation Policy Center Project Fellow
- 2022/04 - 2023/07 National Graduate Institute for Policy Studies The Science for Re-designing Science, Tecnology and Innovation Policy Center Professional Staff
- 2020/11 - 2022/03 The University of Tokyo The Graduate School of Engineering Department of System Innovation Program Researcher
- 2013/11 - 2020/10 The University of Tokyo Earth Observation Data Integration and Fusion Research Initiative
- 2009/10 - 2016/09 Ochanomizu University
- 2003/04 - 2005/10 中央青山監査法人
- 1994/04 - 2003/01 日本銀行
Show all
Committee career (5): - 2023/10 - 現在 人工知能学会 論文編集委員
- 2023/04 - 現在 人工知能学会 金融情報学研究会 幹事
- 2022/08 - 現在 文部科学省 科学技術・学術政策局 技術審査専門員
- 2022/11 - 2023/03 公益財団法人未来工学研究所 検討会議委員
- 2020/11 - 2022/03 World-leading Innovative Graduate Study Program Co-designing Future Society (WINGS-CFS) staff
Awards (2): - 2022/06 - The Japanese Society for Artificial Intelligence Best Paper Award (2021)
- 2022/04 - The 2nd Workshop on Financial Technology on the Web Best Paper Award (Fin-Web 2022)
Association Membership(s) (4):
研究・イノベーション学会
, 人工知能学会
, INFORMATION PROCESSING SOCIETY OF JAPAN
, 日本データベース学会
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