Rchr
J-GLOBAL ID：201501092433192025   Update date: Nov. 01, 2024

Haruka Yamashita

ヤマシタ ハルカ | Haruka Yamashita
Affiliation and department：
Sophia University Faculty of Science and Technology, Department of Information and Communication Sciences

About Sophia University Faculty of Science and Technology, Department of Information and Communication Sciences


Job title： Associate Professor
Homepage URL  (1)： http://pweb.cc.sophia.ac.jp/yamashita_lab/
Research field  (2)： Safety engineering ,  Social systems engineering
Research keywords  (1)： ビジネスアナリティクス, 統計的品質管理, 応用統計解析, 多変量解析
Research theme for competitive and other funds  (9)：
  • 2024 - 2028 Construction of an analysis models for utilizing large-scale logs and experimental data to realize a data-driven enterprise system
  • 2024 - 2027 A study on effective measure verification based on a reinforcement learning approach to maximize marketing effectiveness
  • 2021 - 2025 データ駆動型社会の基盤をなす次世代実験計画技術の開発と実証的評価
  • 2021 - 2024 ポストコロナ時代における異文化ネットワーキングに基づく協働型主体的学習モデル
  • 2021 - 2024 A study on an embedding model for constructing organic marketing system
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Papers (52)：
  • Tatsuya Kawakami, Haruka Yamashita, Toyofumi Miura, Masayuki Goto. Conditional Visualization Analysis Model for Communication between Employees on Business Chat App. Journal of Japan Industrial Management Association. 2024. 75. 2. 60-75
  • Akiko Yoneda, Ryotaro Shimizu, Shion Sakurai, Makoto Kawata, Haruka Yamashita, Masayuki Goto. Effectiveness verification framework for coupon distribution marketing measure considering users’ potential purchase intentions. Cogent Engineering. 2024. 11. 1
  • Ryota MATSUNAE, Fuyu SAITO, Haruka YAMASHITA, Masayuki GOTO. A Study on Out-of-Distribution Detection based on Generative Models Trained for Each Discriminant Class. Total Quality Science. 2023. 8. 2. 100-112
  • Kenya Nonaka, Haruka Yamashita, Toyofumi Miura, Masayuki Goto. Graph Embedding for Analysing Business Communication between Employees. IJPS. 2023. 64. 3. 758-768
  • Shingo Takemoto, Haruka Yamashita. A Study on Principal Points for a Multivariate Binary Distribution Considering the Distance between Clusters. IPSJ. 2023. 64. 1. 179-188
ｍore...
MISC (83)：
  • 山下 遥. APIEMS2023に参加して-Report of the Asia Pacific Industrial Engineering and Management Systems Conference 2023. 経営システム = Communications of Japan Industrial Management Association. 2024. 34. 1. 68-70
  • Haruka Yamashita. Development of a data-driven approach to improve quality of service - an example of a recommendation system for an e-commerce site. Journal of Quality. 2023. 532. 2. 107-110
  • YONEDA Akiko, SHIMIZU Ryotaro, SAKURAI Shion, KAWATA Makoto, YAMASHITA Haruka, GOTO Masayuki. An Effectiveness Verification Model for Coupon Distribution Measures Based on Machine Learning Considered Users' Purchase Intention. Proceedings of the Annual Conference of JSAI. 2023. JSAI2023. 2A6GS202-2A6GS202
  • MATSUOKA Ryuta, YONEDA Akiko, YAMASHITA Haruka, GOTO Masayuki. A study on a recommender model based on the Neural Collaborative Ranking model utilizing multiple implicit feedback with ordering relationships. Proceedings of the Annual Conference of JSAI. 2023. JSAI2023. 1G3GS103-1G3GS103
  • KAWAMURA Shingo, ZYANG SEN, NAKAMURA Kenta, YAMASHITA Haruka. A Study of Factors Affecting Stock Price Fluctuation that assists investors in decision-making during the evaluation phase of portfolio companies. Proceedings of the Annual Conference of JSAI. 2023. JSAI2023. 2L6GS301-2L6GS301
ｍore...
Lectures and oral presentations  (61)：
  • Online Flipped Conference Based Data Science Education Program and Its Educational Effectiveness in Multi-University Collaboration
    (ACMSA2023 2023)
  • Follow-up survey on the effect of the educational program applying the concept of active learning in the field of Nepal
    (ACMSA2023 2023)
  • VQ-Conditional Styleによるユーザ属性情報を 考慮した画像生成に関する研究
    (第71回日本経営システム学会 全国発表大会 2023)
  • Predicting Time Series Data Using Approximated LSTM Model
    (The 71 th conference of JAMS 2023)
  • 適応的実験計画法に基づく満足度の高い マンゴーの要因分析に関する研究
    (第71回日本経営システム学会全国大会 2023)
ｍore...
Professional career (3)：
  • 学士(工学) (東京理科大学)
  • 修士(工学) (慶應義塾大学)
  • 博士(工学) (慶應義塾大学)
Awards (13)：
  • 2023/06 - JSAI JSAI Annual Conference Award Recommendation of fashion coordination posts based on image and language information
  • 2022/09 - ANQ Best Paper Award A Method to Improve Serendipity of Recommendation Lists Based on Collaborative Metric Learning
  • 2022/08 - 2022PCカンファレンス 優秀論文賞 反転ゼミ形式による多大学で連携するオンライン研究交流の試みーデータサイエンス領域の オンラインゼミを事例として一
  • 2019/10 - Asian Conference on Management Science Association Best Paper Award China
  • 2018/09 - Asian Network for Quality 2018 Best Paper Award Kazakhstan
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※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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