02289oam 2200505I 450 991016504840332120240505202257.01-315-67956-610.4324/9781315679563 (CKB)3710000001060414(MiAaPQ)EBC4809849(OCoLC)973222809(BIP)59783068(BIP)55700880(EXLCZ)99371000000106041420180706d2017 uy 0engurcnu||||||||rdacontentrdamediardacarrierLearning analytics explained /Niall Sclater1st ed.New York ;London :Routledge,2017.1 online resource (291 pages)1-138-93172-1 1-317-39456-9 Includes bibliographical references at the end of each chapters and index.pt. I. Background -- pt. II. Applications -- pt. III. Logistics -- pt. IV. Technologies -- pt. V. Deployment -- pt. VI. Future directions.Learning Analytics Explained draws extensively from case studies and interviews with experts in order to discuss emerging applications of the new field of learning analytics. Educational institutions increasingly collect data on students and their learning experiences, a practice that helps enhance courses, identify learners who require support, and provide a more personalized learning experience. There is, however, a corresponding need for guidance on how to carry out institutional projects, intervene effectively with students, and assess legal and ethical issues. This book provides that guidance while also covering the evolving technical architectures, standards, and products within the field.EducationResearchData processingStudentsResearchData processingData miningEducationResearchData processing.StudentsResearchData processing.Data mining.370.72Sclater Niall.987934MiAaPQMiAaPQMiAaPQBOOK9910165048403321Learning analytics explained2258899UNINA