LEADER 04859nam 22006495 450 001 9911061842403321 005 20260122120421.0 010 $a3-031-95418-1 024 7 $a10.1007/978-3-031-95418-4 035 $a(CKB)45004207900041 035 $a(MiAaPQ)EBC32514730 035 $a(Au-PeEL)EBL32514730 035 $a(DE-He213)978-3-031-95418-4 035 $a(OCoLC)1572201344 035 $a(EXLCZ)9945004207900041 100 $a20260122d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of Blockchain Analytics /$fedited by Cathy Yi-Hsuan Chen, Wolfgang Karl Härdle, Henry Horng-Shing Lu 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (439 pages) 225 1 $aSpringer Handbooks of Computational Statistics,$x2197-9804 311 08$a3-031-95417-3 327 $aIntroduction to Blockchain -- Consensus in Blockchain and Distributed Ledger Systems -- Digital Assets in Blockchains -- Cryptoeconomics -- Blockchain Analytics -- Blockchains and Finance -- Modern Applications -- The Blockchain Ecosystem. 330 $aThis handbook delves into the multifaceted domain of blockchain technology and its applications, offering insights across technological, economic, and practical dimensions. It is divided into several parts, reflecting analysis techniques specific to different fields of application, including digital finance, security and supply chains, among others. The book begins with a foundational exploration of blockchain technology, providing a comprehensive understanding of its core mechanisms. The analysis extends to cutting-edge topics such as Non-Fungible Tokens (NFTs) and visualization technologies, which reveal the dynamic interplay between digital assets and technological innovation. Cryptocurrency liquidity and market dynamics are also examined, employing principles like Metcalfe's Law and Log-Periodic Power Laws to unravel complex market behaviors. Empirical studies shed light on volatility forecasting and the impact of sudden market jumps, enriching the predictive frameworks for cryptocurrency trading. In the realm of blockchain analytics, advanced methodologies like process mining are applied to uncover patterns in blockchain applications, while network analytics provide tools for fraud detection and heuristic evaluation. Decision-making in blockchain transactions is explored through the lens of mempool dynamics, providing practical insights for optimizing blockchain operations. The narrative extends to business applications, highlighting strategies for blockchain-driven development and the legal and financial implications of Distributed Ledger Technology (DLT). Blockchain?s transformative potential in healthcare is showcased, alongside a survey of federated learning frameworks that leverage blockchain for secure and decentralized machine learning. Security remains a pivotal theme, with a focus on the role of blockchain in cybersecurity and compliance functions. The investigation addresses decentralized finance (DeFi) vulnerabilities through case studies on attacks, offering lessons to enhance system robustness. Finally, the text envisions a future where decentralized models democratize foundational technologies, and blockchain facilitates innovations in maritime supply chains, driving efficiency and transparency in global logistics. This compilation serves as a gateway to understanding the theoretical and practical dimensions of blockchain, emphasizing its evolving role in reshaping industries and economic systems. 410 0$aSpringer Handbooks of Computational Statistics,$x2197-9804 606 $aStatistics 606 $aFinancial engineering 606 $aData protection 606 $aElectronic commerce 606 $aStatistics in Business, Management, Economics, Finance, Insurance 606 $aFinancial Technology and Innovation 606 $aData and Information Security 606 $ae-Commerce and e-Business 615 0$aStatistics. 615 0$aFinancial engineering. 615 0$aData protection. 615 0$aElectronic commerce. 615 14$aStatistics in Business, Management, Economics, Finance, Insurance. 615 24$aFinancial Technology and Innovation. 615 24$aData and Information Security. 615 24$ae-Commerce and e-Business. 676 $a300.727 700 $aChen$b Cathy Yi-Hsuan$01893075 701 $aHärdle$b Wolfgang Karl$0732741 701 $aLu$b Henry Horng-Shing$01893076 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911061842403321 996 $aHandbook of Blockchain Analytics$94540539 997 $aUNINA