This book presents original research on analytics and context awareness with regard to providing sophisticated learning services for all stakeholders in the eLearning context. It offers essential information on the definition, modeling, development and deployment of services for these stakeholders.
Data analysis has long-since been a cornerstone of eLearning, supplying learners, teachers, researchers, managers and policymakers with valuable information on learning activities and design. With the rapid development of Internet technologies and sophisticated online learning environments, increasing volumes and varieties of data are being generated, and data analysis has moved on to more complex analysis techniques, such as educational data mining and learning analytics. Now powered by cloud technologies, online learning environments are capable of gathering and storing massive amounts of data in various formats, of tracking user-system and user-user interactions, and of delivering rich contextual information.
Explores the state of the art in software tools and innovative learning strategies for providing effective and efficient solutions to the various problems and challenges currently facing eLearning from a software data engineering perspective
Highlights stimulating practical research from leading international experts
Provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners
Santi Caballé
Engineering Learning Analytics and Services Awareness Services for Learners and Teachers Analytics and Awareness Services for Group Learning Modelling Knowledge Domains, Learner Modelling Interaction Analysis Event-based Awareness Services Event Detection, Processing and Semantic Enrichment