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Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning
K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …
synergies between the two are becoming an important area for research. This paper intends …
Online Assessment in Higher Education: A Systematic Review.
J Heil, D Ifenthaler - Online Learning, 2023 - ERIC
Online assessment is defined as a systematic method of gathering information about a
learner and learning processes to draw inferences about the learner's dispositions. Online …
learner and learning processes to draw inferences about the learner's dispositions. Online …
Let's not forget: Learning analytics are about learning
The analysis of data collected from the interaction of users with educational and information
technology has attracted much attention as a promising approach for advancing our …
technology has attracted much attention as a promising approach for advancing our …
Historical threads, missing links, and future directions in AI in education
B Williamson, R Eynon - Learning, Media and Technology, 2020 - Taylor & Francis
Artificial intelligence has become a routine presence in everyday life. Accessing information
over the Web, consuming news and entertainment, the performance of financial markets, the …
over the Web, consuming news and entertainment, the performance of financial markets, the …
Technology‐mediated learning theory
M Bower - British Journal of Educational Technology, 2019 - Wiley Online Library
Technology‐enhanced learning research, such as that relating to the use of online
technologies in formal learning contexts, is sometimes criticised for being under‐theorised …
technologies in formal learning contexts, is sometimes criticised for being under‐theorised …
Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success
This study examined the extent to which instructional conditions influence the prediction of
academic success in nine undergraduate courses offered in a blended learning model (n …
academic success in nine undergraduate courses offered in a blended learning model (n …
Learning analytics to unveil learning strategies in a flipped classroom
Prior education studies have consistently emphasized the importance of sustained and
active student engagement to aid academic performance and achievement of learning …
active student engagement to aid academic performance and achievement of learning …
Visual learning analytics of educational data: A systematic literature review and research agenda
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …
We review existing work in this field from two perspectives: First, we analyze existing …
Predicting student performance from LMS data: A comparison of 17 blended courses using Moodle LMS
With the adoption of Learning Management Systems (LMSs) in educational institutions, a lot
of data has become available describing students' online behavior. Many researchers have …
of data has become available describing students' online behavior. Many researchers have …
Investigating students' use of self‐assessments in higher education using learning analytics
D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …
are also considered to increase the workload of teachers. As self‐assessments in higher …