A Full-History Network Dataset for BTC Asset Decentralization Profiling
Speaker (s): 
SHAO Qian
PhD Candidate
School of Computing and Information Systems
Singapore Management University
| Date:
Time:
Venue:
| | 6 December 2024, Friday
10:00am - 10:30am
Meeting room 4.4, Level 4
School of Computing and Information Systems 1,
Singapore Management University,
80 Stamford Road, Singapore 178902
Please register by 5 December 2024.
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About the Talk
This paper presents a comprehensive analysis of the Bitcoin (BTC) transaction network, filling the gap in the availability of a complete 15-year historical dataset (2009–2024) and introducing novel metrics to quantify asset decentralization from a network perspective. The findings highlight the significance of network properties and the proposed decentralization degrees in advancing Bitcoin research.
This is a Pre-Conference talk for 2024 IEEE International Conference on Big Data (IEEE BigData 2024).
About the Speaker
SHAO Qian is a Ph.D. candidate in Computer Science at the SMU SCIS, supervised by Prof. CHENG Shih-Fen. Her research interests are last-mile logistics, imitation learning and approximate dynamic programming.
