LEADER 03035nam 2200481 450 001 9910427713903321 005 20210215225713.0 010 $a981-15-7760-9 024 7 $a10.1007/978-981-15-7760-4 035 $a(CKB)4100000011457889 035 $a(DE-He213)978-981-15-7760-4 035 $a(MiAaPQ)EBC6351768 035 $a(PPN)250219670 035 $a(EXLCZ)994100000011457889 100 $a20210215d2020 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSocial computing with artificial intelligence /$fXun Liang 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer,$d[2020] 210 4$dİ2020 215 $a1 online resource (XII, 289 p. 37 illus., 27 illus. in color.) 311 $a981-15-7759-5 327 $aChapter 1. Introduction -- Chapter 2. Data Collection -- Chapter 3. Data Processing Methodology -- Chapter 4. Supervised and Unsupervised Learning Models -- Chapter 5. State-of-the-Art Artificial Intelligence Algorithms -- Chapter 6. Social Network Data Mining and Knowledge Discovery -- Chapter 7. Social Network Structure Analysis and Online Community Discovery -- Chapter 8. Social Network Propagation Mechanism and Online User Behavior Analysis -- Chapter 9. Social Computing Application in Public Security and Emergency Management -- Chapter 10. Social Computing Application in Business Decision Support -- Chapter 11. Social Computing Application in Unsupervised Oracle Handwriting Recognition Based on Pic2Vec Image Content Mapping -- Chapter 12. Social Computing Application in Online Crowd Behavior and Psychology. 330 $aThis book provides a comprehensive introduction to the application of artificial intelligence in social computing, from fundamental data processing to advanced social network computing. To broaden readers? understanding of the topics addressed, it includes extensive data and a large number of charts and references, covering theories, techniques and applications. It particularly focuses on data collection, data mining, artificial intelligence algorithms in social computing, and several key applications of social computing application, and also discusses network propagation mechanisms and dynamic analysis, which provide useful insights into how information is disseminated in online social networks. This book is intended for readers with a basic knowledge of advanced mathematics and computer science. 606 $aOnline social networks$xData processing 606 $aArtificial intelligence 606 $aApplication software 615 0$aOnline social networks$xData processing. 615 0$aArtificial intelligence. 615 0$aApplication software. 676 $a006.3 700 $aLiang$b Xun$0952600 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910427713903321 996 $aSocial computing with artificial intelligence$92153523 997 $aUNINA