Temporal Analysis of Transaction Ego Networks with Different Labels on Ethereum. (arXiv:2204.13253v1 [cs.CR])

Due to the widespread use of smart contracts, Ethereum has become the
second-largest blockchain platform after Bitcoin. Many different types of
Ethereum accounts (ICO, Mining, Gambling, etc.) also have quite active trading
activities on Ethereum. Studying the transaction records of these specific
Ethereum accounts is very important for understanding their particular
transaction characteristics, and further labeling the pseudonymous accounts.
However, traditional methods are generally based on static and global
transaction networks to conduct research, ignoring useful information about
dynamic changes. …

analysis ego ethereum networks