LEADER 03387nam 22005053 450 001 9910890170803321 005 20240930084509.0 010 $a9789819779819 010 $a9819779812 035 $a(MiAaPQ)EBC31692113 035 $a(Au-PeEL)EBL31692113 035 $a(CKB)36213815300041 035 $a(Exl-AI)31692113 035 $a(EXLCZ)9936213815300041 100 $a20240930d2024 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Finance in China 205 $a1st ed. 210 1$aSingapore :$cSpringer,$d2024. 210 4$dİ2024. 215 $a1 online resource (186 pages) 225 1 $aContributions to Finance and Accounting Series 311 08$a9789819779802 311 08$a9819779804 327 $aPreface -- Contents -- About the Authors -- 1 The Era of Data as a Critical Production Factor -- 1.1 Data as a Production Factor -- 1.1.1 The Evolution of Production Factors -- 1.1.2 Value of Data Factors -- 1.1.3 Characteristics of Data Factors -- 1.2 China?s Data Factor Market -- 1.2.1 Overview of China?s Data Factor Mechanisms -- 1.2.2 China?s Construction of Data-Related Infrastructures -- 1.2.3 China?s Data Factor Market is Still in Its Infancy -- 1.3 Future of China?s Data Factor Market: Value Exploration and Information Security -- References -- 2 Theoretical Foundation of Big Data Finance -- 2.1 What is Big Data? -- 2.1.1 Big Data: The Unity of Quantity and Quality -- 2.1.2 Outlook on the Future Development Trends of Big Data -- 2.2 What is Financial Big Data? -- 2.2.1 Characteristics of Financial Big Data -- 2.2.2 Main Types of Financial Big Data Resources -- 2.3 What is Big Data Finance? -- 2.3.1 The Concept of Big Data Finance -- 2.3.2 What Can Big Data Finance Change? -- References -- 3 Role of Data Mining in Big Data Finance -- 3.1 General Principles for Data Mining -- 3.1.1 Data Mining Processes -- 3.1.2 Data Preprocessing -- 3.2 Data Mining in the Financial Industry$7Generated by AI. 330 $aThis book explores the integration of big data within the financial and accounting sectors, focusing on China's evolving market. It examines the role of data as a strategic resource and its impact on economic development and social governance. The authors discuss the theoretical foundations of big data finance, its applications in banking, insurance, securities, and risk regulation, and the challenges faced by traditional financial institutions. By analyzing global practices and China's data factor market, the book provides insights into leveraging big data for financial innovation and efficiency. It is intended for researchers and professionals in finance and technology.$7Generated by AI. 410 0$aContributions to Finance and Accounting Series 606 $aBig data$7Generated by AI 606 $aFinance$7Generated by AI 615 0$aBig data. 615 0$aFinance. 700 $aLin$b Mengyao$01770227 701 $aChen$b Wei$0636150 701 $aZhang$b Wenting$01429483 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910890170803321 996 $aBig Data Finance in China$94249024 997 $aUNINA