Data pricing and data asset governance in the AI Era

• Main Authors: PEI, Jian, ZHU, Feida, CONG, Zicun, XUAN, Luo, HUIWEN, Liu, MU, Xin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Data asset; Data pricing; Data governance; Consensus; Blockchain; Privacy; Federated learning; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6903; https://ink.library.smu.edu.sg/context/sis_research/article/7906/viewcontent/Data_Pricing_and_Data_Asset_Governance_in_the_AI_Era.pdf
• Institution: Singapore Management University

Data is one of the most critical resources in the AI Era. While substantial research has been dedicated to training machine learning models using various types of data, much less efforts have been invested in the exploration of assessing and governing data assets in end-to-end processes of machine l...