04232nam 22007935 450 991040771160332120250609111528.03-030-43377-310.1007/978-3-030-43377-2(CKB)5310000000016704(MiAaPQ)EBC6232202(DE-He213)978-3-030-43377-2(PPN)248596861(MiAaPQ)EBC6231769(EXLCZ)99531000000001670420200619d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierLearning Analytics Cookbook How to Support Learning Processes Through Data Analytics and Visualization /by Roope Jaakonmäki, Jan vom Brocke, Stefan Dietze, Hendrik Drachsler, Albrecht Fortenbacher, René Helbig, Michael Kickmeier-Rust, Ivana Marenzi, Angel Suarez, Haeseon Yun1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (99 pages)SpringerBriefs in Business Process Management,2197-96183-030-43376-5 This 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.SpringerBriefs in Business Process Management,2197-9618Management information systemsIndustrial managementData miningEducational technologyContinuing educationAdult educationBusiness Process Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/522020Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Technology and Digital Educationhttps://scigraph.springernature.com/ontologies/product-market-codes/O47000Educational Technologyhttps://scigraph.springernature.com/ontologies/product-market-codes/O21000Lifelong Learning/Adult Educationhttps://scigraph.springernature.com/ontologies/product-market-codes/O42000Management information systems.Industrial management.Data mining.Educational technology.Continuing education.Adult education.Business Process Management.Data Mining and Knowledge Discovery.Technology and Digital Education.Educational Technology.Lifelong Learning/Adult Education.658.4038011Jaakonmäki Roopeauthttp://id.loc.gov/vocabulary/relators/aut922661Brocke Jan vomauthttp://id.loc.gov/vocabulary/relators/autDietze Stefanauthttp://id.loc.gov/vocabulary/relators/autDrachsler Hendrikauthttp://id.loc.gov/vocabulary/relators/autFortenbacher Albrechtauthttp://id.loc.gov/vocabulary/relators/autHelbig Renéauthttp://id.loc.gov/vocabulary/relators/autKickmeier-Rust Michaelauthttp://id.loc.gov/vocabulary/relators/autMarenzi Ivanaauthttp://id.loc.gov/vocabulary/relators/autSuárez Angelauthttp://id.loc.gov/vocabulary/relators/autYun Haeseonauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910407711603321Learning Analytics Cookbook2070438UNINA