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001437015 001__ 1437015
001437015 003__ OCoLC
001437015 005__ 20230309004126.0
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001437015 007__ cr\un\nnnunnun
001437015 008__ 210602s2021\\\\si\a\\\\o\\\\\000\0\eng\d
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001437015 020__ $$a9789811601279$$q(electronic book)
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001437015 020__ $$a9789811601286$$q(print)
001437015 020__ $$a9811601283
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001437015 020__ $$z9789811601262
001437015 0247_ $$a10.1007/978-981-16-0127-9$$2doi
001437015 035__ $$aSP(OCoLC)1253475906
001437015 040__ $$aYDX$$beng$$erda$$epn$$cYDX$$dYDX$$dOCLCO$$dGW5XE$$dEBLCP$$dOCLCF$$dVT2$$dUKAHL$$dOCLCO$$dOCLCQ$$dCOM$$dOCLCQ
001437015 049__ $$aISEA
001437015 050_4 $$aQ335$$b.B56 2021
001437015 08204 $$a006.3$$223
001437015 24500 $$aBlockchain intelligence :$$bmethods, applications and challenges /$$cZibin Zheng, Hong-Ning Dai, Jiajing Wu, editors.
001437015 264_1 $$aSingapore :$$bSpringer,$$c[2021]
001437015 300__ $$a1 online resource (ix, 166 pages) :$$billustrations (some color)
001437015 336__ $$atext$$btxt$$2rdacontent
001437015 337__ $$acomputer$$bc$$2rdamedia
001437015 338__ $$aonline resource$$bcr$$2rdacarrier
001437015 347__ $$atext file
001437015 347__ $$bPDF
001437015 5050_ $$aChapter 1 Overview of blockchain and smart contract -- Chapter 2 On-chain and Off-Chain Blockchain Data Collection -- Chapter 3 Analysis and Mining of Blockchain Transaction Network -- Chapter 4 Intelligence Driven Optimization of Smart Contracts -- Chapter 5 Misbehavior Detection on Blockchain Data -- Chapter 6 Market Analysis of Blockchain-based Cryptocurrencies -- Chapter 7 Open research problems.
001437015 506__ $$aAccess limited to authorized users.
001437015 520__ $$aThis 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.
001437015 588__ $$aOnline resource; title from digital title page (viewed on June 17, 2021).
001437015 650_0 $$aArtificial intelligence.
001437015 650_0 $$aBlockchains (Databases)
001437015 650_6 $$aIntelligence artificielle.
001437015 650_6 $$aChaînes de blocs.
001437015 655_0 $$aElectronic books.
001437015 7001_ $$aZheng, Zibin,$$eeditor.
001437015 7001_ $$aDai, Hong-Ning,$$eeditor.
001437015 7001_ $$aWu, Jiajing,$$eeditor.
001437015 77608 $$iPrint version:$$tBlockchain intelligence.$$dSingapore : Springer, [2021]$$z9811601267$$z9789811601262$$w(OCoLC)1229145632
001437015 852__ $$bebk
001437015 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-16-0127-9$$zOnline Access$$91397441.1
001437015 909CO $$ooai:library.usi.edu:1437015$$pGLOBAL_SET
001437015 980__ $$aBIB
001437015 980__ $$aEBOOK
001437015 982__ $$aEbook
001437015 983__ $$aOnline
001437015 994__ $$a92$$bISE