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Könyv Blockchain Intelligence Hong-Ning Dai

Blockchain Intelligence

Szerző: Hong-Ning Dai, Jiajing Wu
Nyelv: Angol
Kötés: Kemény kötésű
Kiadó: Springer Nature Singapore
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
57 690 Ft
This book focuses on using artificial intelligence (AI) to improve blockchain ecosystems. Gathering...

Információk a könyvről

Szerző
Hong-Ning Dai, Jiajing Wu
Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2021
oldal
176
EAN
9789811601262
ISBN
9811601267
Enbook ID
33594027
Kiadó
Springer Nature Singapore
Súly
468
Méretek
160 x 241 x 15

Teljes leírás

This book focuses on using artificial intelligence (AI) to improve blockchain ecosystems. Gathering the latest advances resulting from AI in blockchain data analytics, it also presents big data research on blockchain systems.Despite blockchain's merits of decentralisation, immutability, non-repudiation and traceability, the development of blockchain technology has faced a number of challenges, such as the difficulty of data analytics on encrypted blockchain data, poor scalability, software vulnerabilities, and the scarcity of appropriate incentive mechanisms. Combining AI with blockchain has the potential to overcome the limitations, and machine learning-based approaches may help to analyse blockchain data and to identify misbehaviours in blockchain. In addition, deep reinforcement learning methods can be used to improve the reliability of blockchain systems.This book focuses in the use of AI to improve blockchain systems and promote blockchain intelligence. It describes data extraction, exploration and analytics on representative blockchain systems such as Bitcoin and Ethereum. It also includes data analytics on smart contracts, misbehaviour detection on blockchain data, and market analysis of blockchain-based cryptocurrencies. As such, this book provides researchers and practitioners alike with valuable insights into big data analysis of blockchain data, AI-enabled blockchain systems, and applications driven by blockchain intelligence.

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