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 LEADER 05472nam 22006252 450 001 9910962374703321 005 20180706114259.0 010 $a9781856049986 010 $a1856049981 035 $a(CKB)2550000001188715 035 $a(EBL)1597160 035 $a(OCoLC)868965465 035 $a(SSID)ssj0001114409 035 $a(PQKBManifestationID)12483524 035 $a(PQKBTitleCode)TC0001114409 035 $a(PQKBWorkID)11073471 035 $a(PQKB)11784719 035 $a(MiAaPQ)EBC1597160 035 $a(UkCbUP)CR9781856049986 035 $a(Perlego)3259625 035 $a(EXLCZ)992550000001188715 100 $a20180510d2009|||| uy| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aInformation science in transition /$fedited by Alan Gilchrist 210 1$aLondon :$cFacet,$d2009. 215 $a1 online resource (xxix, 401 pages) $cdigital, PDF file(s) 300 $aTitle from publisher's bibliographic system (viewed on 05 Jul 2018). 311 08$a9781856046930 311 08$a1856046931 311 08$a9781306367868 311 08$a1306367867 320 $aIncludes bibliographical references and index. 327 $a1. Fifty years of UK research in information science. -- 2. Smoother pebbles and the shoulder of giants: the developing foundations of information science. -- 3. The last 50 years of knowledge organizations: a journey through my personal archives. -- 4. On the history of evaluation in IR. -- 5. The information user: past, present and future. -- 6. The sociological turn in information science. -- 7. From chemical documentation to chemoinformatics: 50 years of chemical information science. -- 8. Health informatics: current issues and challenges. -- 9. Social informatics and sociotechnical research: a view from the UK. -- 10. The evolution of visual information retrieval. -- 11. Information policies: yesterday, today, tomorrow. -- 12. The disparity in professional qualifications and progress in information handling: a European perspective. -- 13. Electronic scholarly publishing and Open Access. -- 14. Social software: fun and games, or business tools? -- 15. Bibliometrics to webometrics. -- 16. How I learned to love the Brits. 330 $aAre we at a turning point in digital information? The expansion of the internet was unprecedented; search engines dealt with it in the only way possible - scan as much as they could and throw it all into an inverted index. But now search engines are beginning to experiment with deep web searching and attention to taxonomies, and the semantic web is demonstrating how much more can be done with a computer if you give it knowledge. What does this mean for the skills and focus of the information science (or sciences) community? Should information designers and information managers work more closely to create computer based information systems for more effective retrieval? Will information science become part of computer science and does the rise of the term informatics demonstrate the convergence of information science and information technology - a convergence that must surely develop in the years to come? Issues and questions such as these are reflected in this monograph, a collection of essays written by some of the most pre-eminent contributors to the discipline. These peer reviewed perspectives capture insights into advances in, and facets of, information science, a profession in transition. With an introduction from Jack Meadows the key papers are: Meeting the challenge, by Brian Vickery; The developing foundations of information science, by David Bawden; The last 50 years of knowledge organization, by Stella G Dextre Clarke; On the history of evaluation in IR, by Stephen Robertson; The information user, by Tom Wilson A; The sociological turn in information science, by Blaise Cronin; From chemical documentation to chemoinformatics, by Peter Willett; Health informatics, by Peter A Bath; Social informatics and sociotechnical research, by Elisabeth Davenport; The evolution of visual information retrieval, by Peter Enser; Information policies, by Elizabeth Orna; Disparity in professional qualifications and progress in information handling, by Barry Mahon; Electronic scholarly publishing and open access, by Charles Oppenheim; Social software: fun and games, or business tools? by Wendy A Warr; and, Bibliometrics to webometrics, by Mike Thelwall. This monograph previously appeared as a special issue of the "Journal of Information Science", published by Sage. Reproduced here as a monograph, this important collection of perspectives on a skill set in transition from a prestigious line-up of authors will now be available to information studies students worldwide and to all those working in the information science field. 606 $aInformation science 606 $aInformation technology 606 $aInformation services 615 0$aInformation science. 615 0$aInformation technology. 615 0$aInformation services. 676 $a020 686 $a06.00$2bcl 686 $a06.64$2bcl 702 $aGilchrist$b Alan 712 02$aChartered Institute of Library and Information Professionals (Great Britain) 801 0$bUkCbUP 801 1$bUkCbUP 906 $aBOOK 912 $a9910962374703321 996 $aInformation science in transition$94127029 997 $aUNINA