Cryptocurrencies gain trust in users by publicly disclosing the full creation and transaction history. In return, history faithfully records whole spectrum of cryptocurrency user behaviors. This article analyzes summarizes existing research on knowledge discovery transactions using data mining techniques. Specifically, we classify into three aspects, i.e., tracings blockchain address linking, a...