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Kärner, Tobias; Warwas, Julia; Schumann, Stephan – Technology, Knowledge and Learning, 2021
Addressing heterogeneity in the classroom by adapting instruction to learners' needs challenges teachers in their daily work. To provide adaptive instruction in the most flexible way, teachers face the problem of assessing students' individual characteristics (learning prerequisites and learning needs) and situational states (learning experiences…
Descriptors: Learning Analytics, Heterogeneous Grouping, Computer Uses in Education, Client Server Architecture
Dipace, Anna; Loperfido, F. Feldia; Scarinci, Alessia – Research on Education and Media, 2018
This article describes Learning Analytics (LA) as a predictive and formative approach that enables the planning of educational scenarios in line with students' needs and languages in order to set a priori and in progress systems of control and inspection of the following: consistency, relevance and effectiveness of training objectives, curriculum…
Descriptors: Learning Analytics, Individualized Instruction, Curriculum Design, Student Centered Learning
Michelle M. Neumann; Jason L. Anthony; Noé A. Erazo; David L. Neumann – Grantee Submission, 2019
The framework and tools used for classroom assessment can have significant impacts on teacher practices and student achievement. Getting assessment right is an important component in creating positive learning experiences and academic success. Recent government reports (e.g., United States, Australia) call for the development of systems that use…
Descriptors: Early Childhood Education, Futures (of Society), Educational Assessment, Evaluation Methods