LEADER 04188nam 22007815 450 001 9910407711603321 005 20221031153718.0 010 $a3-030-43377-3 024 7 $a10.1007/978-3-030-43377-2 035 $a(CKB)5310000000016704 035 $a(MiAaPQ)EBC6232202 035 $a(DE-He213)978-3-030-43377-2 035 $a(PPN)248596861 035 $a(EXLCZ)995310000000016704 100 $a20200619d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aLearning Analytics Cookbook $eHow to Support Learning Processes Through Data Analytics and Visualization /$fby Roope Jaakonmäki, Jan vom Brocke, Stefan Dietze, Hendrik Drachsler, Albrecht Fortenbacher, René Helbig, Michael Kickmeier-Rust, Ivana Marenzi, Angel Suarez, Haeseon Yun 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (99 pages) 225 1 $aSpringerBriefs in Business Process Management,$x2197-9618 311 $a3-030-43376-5 330 $aThis book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning, teaching and training at various levels. While the majority of existing literature on the subject focuses on its application at large corporations, this book develops and showcases approaches that bring LA closer to smaller organizations, and to educational institutions that lack sufficient resources to implement a full-fledged LA infrastructure. In closing, the book introduces a set of software tools for data analytics and visualization, and explains how they can be employed in several LA scenarios. 410 0$aSpringerBriefs in Business Process Management,$x2197-9618 606 $aManagement information systems 606 $aIndustrial management 606 $aData mining 606 $aEducational technology 606 $aLifelong learning 606 $aAdult education 606 $aBusiness Process Management$3https://scigraph.springernature.com/ontologies/product-market-codes/522020 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aTechnology and Digital Education$3https://scigraph.springernature.com/ontologies/product-market-codes/O47000 606 $aEducational Technology$3https://scigraph.springernature.com/ontologies/product-market-codes/O21000 606 $aLifelong Learning/Adult Education$3https://scigraph.springernature.com/ontologies/product-market-codes/O42000 615 0$aManagement information systems. 615 0$aIndustrial management. 615 0$aData mining. 615 0$aEducational technology. 615 0$aLifelong learning. 615 0$aAdult education. 615 14$aBusiness Process Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aTechnology and Digital Education. 615 24$aEducational Technology. 615 24$aLifelong Learning/Adult Education. 676 $a658.4038011 700 $aJaakonmäki$b Roope$4aut$4http://id.loc.gov/vocabulary/relators/aut$0922661 702 $avom Brocke$b Jan$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aDietze$b Stefan$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aDrachsler$b Hendrik$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aFortenbacher$b Albrecht$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aHelbig$b René$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aKickmeier-Rust$b Michael$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aMarenzi$b Ivana$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aSuarez$b Angel$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aYun$b Haeseon$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910407711603321 996 $aLearning Analytics Cookbook$92070438 997 $aUNINA