Blockchain Transaction Data Analytics

Blockchain Transaction Data Analytics

Complex Network Approaches

Wu, Jiajing; Zheng, Zibin; Lin, Dan

Springer Verlag, Singapore

11/2024

208

Dura

9789819744299

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Chapter 1. Overview: Blockchain data analytics from a network perspective.- Chapter 2. Dynamic and microscopic traits of typical accounts.- Chapter 3. Evolution of global driving factors in Ethereum transaction networks.- Chapter 4. Evolution and voting behaviors in the EOSIO networks.- Chapter 5.Account classification based on the homophily-heterophily graph neural networks.- Chapter 6. Phishing fraud detection based on the streaming graph algorithm.- Chapter 7. Account risk rating based on network propagation algorithm.- Chapter 8. Transaction tracking based on personalized PageRank algorithm.
Blockchain;Network science;Data analytics;Data mining;Graph mining;Behavior analysis