System Design and Dynamics of Data Exchange Markets
- 1.5 Data Sharing, Data Co-Creation (Search, Data Linkage, Data Authoring. Meta-data Creating)
- 1.6 Safety, Trust (Security, Privacy, Governance, Law, Block Chain)
- 2.6 Market of Data (Data Trading, Data-driven Value Co-Creation)
- 2.12 Social Science (Digital Archive, Social Investigation, Sociology, Economics, Social Informatics)
Teruaki Hayashi
Graduate School of Engineering
Department of Systems Innovation, Research Associate
Many studies have discussed the economic and utility value of data and data exchange; however, understanding data, legal regulations, dynamics of human interactions, rule-making and market design based on these factors are urgent issues also worth addressing. This study elucidates the factors that contribute to the growth of a robust and secure data exchange market, and evaluates the institutional design and its validity at the growth stage of the data exchange market. Further, we discuss the unique characteristics of data (reproducibility, distribution, sharing conditions, and privacy) by multi-agent simulation and show evidence for sound development of the data ecosystem.
Teruaki Hayashi
Related links
Research collaborators
Takumi Shimizu (Associate Professor, Faculty of Policy Management, Keio University)
Hiroyasu Matsushima (Associate Professor, Center for Data Science Education and Research, Shiga University, Japan)
Yoshiaki Fukami (Visiting Professor, School of Medicine, Keio University/ Project Researcher, Faculty of Economics, Gakushuin University)
Hiroki Sakaji (Project Lecturer, Department of Systems Innovation, Graduate School of Engineering, The University of Tokyo, Japan)
Hiroyasu Matsushima (Associate Professor, Center for Data Science Education and Research, Shiga University, Japan)
Yoshiaki Fukami (Visiting Professor, School of Medicine, Keio University/ Project Researcher, Faculty of Economics, Gakushuin University)
Hiroki Sakaji (Project Lecturer, Department of Systems Innovation, Graduate School of Engineering, The University of Tokyo, Japan)
Related publications
Takumi Shimizu, Teruaki Hayashi, Yoshiaki Fukami, Hiroyasu Matsushima, Hiroki Sakaji, Yukio Ohsawa, “Value Creation via Data Platform in the Data Exchange Ecosystem,” Journal of Information and Communications Policy, Vol.4, No.1, pp.23-43, 2020. (in Japanese)
Hiroki Sakaji, Teruaki Hayashi, Kiyoshi Izumi, Yukio Ohsawa, "Verification of Data Similarity using Metadata on a Data Exchange Platform," IEEE International Conference on Big Data, pp.4467–4474, 2020.
Hiroyasu Matsushima, Teruaki Hayashi, Hiroki Sakaji, “Development of Simulation Model toward Reproducing Characteristics of Data Exchange Markets,” IEICE Tech. Rep., Vol.120, No.362, pp.41-43, 2021.（in Japanese）
Hiroki Sakaji, Teruaki Hayashi, Kiyoshi Izumi, Yukio Ohsawa, "Verification of Data Similarity using Metadata on a Data Exchange Platform," IEEE International Conference on Big Data, pp.4467–4474, 2020.
Hiroyasu Matsushima, Teruaki Hayashi, Hiroki Sakaji, “Development of Simulation Model toward Reproducing Characteristics of Data Exchange Markets,” IEICE Tech. Rep., Vol.120, No.362, pp.41-43, 2021.（in Japanese）
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Contact
- Teruaki Hayashi, Department of System Innovation, Graduate School of Engineering
- ex. 22908
- Tel: +81-3-5841-2908
- Email: hayashi[at]sys.t.u-tokyo.a.jp
※[at]=@
