000 01580 a2200181 4500
005 20250120142405.0
020 _a9783319850290
082 _a006.3 PEN
100 _aPena Ayala, Alejandro
245 _aLearning Analytics: Fundaments, Applications, and Trends : A View of the Current State of the Art to Enhance e-Learning
260 _bSpringer International Publishing
_c2017
_aSwitzerland
300 _a303
520 _aThis book provides a conceptual and empirical perspective on learning analytics, its goal being to disseminate the core concepts, research, and outcomes of this emergent field. Divided into nine chapters, it offers reviews oriented on selected topics, recent advances, and innovative applications. It presents the broad learning analytics landscape and in-depth studies on higher education, adaptive assessment, teaching and learning. In addition, it discusses valuable approaches to coping with personalization and huge data, as well as conceptual topics and specialized applications that have shaped the current state of the art. By identifying fundamentals, highlighting applications, and pointing out current trends, the book offers an essential overview of learning analytics to enhance learning achievement in diverse educational settings. As such, it represents a valuable resource for researchers, practitioners, and students interested in updating their knowledge and finding inspirations for their future work.
650 _aEducational technology
650 _aComputational intelligence
650 _aDigital Education
942 _cBK
_2ddc
999 _c49392
_d49392