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LADA: A Learning Analytics Dashboard for Academic Advising [PDF]
Computers in Human Behavior, 2020 Abstract From the perspective of Learning and Educational Technologies, academic advising has been one of the most overlooked aspects of academic support systems, despite being critical for the learning process and final success of students. The majority of higher education institutions provides simple technical support to academic advisers with ...
Katherine Chiluiza +2 more
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A harmonized longitudinal dataset of engineering students for learning analytics and predictive modeling [PDF]
Data in BriefThis article presents a high-dimensional longitudinal dataset (1,656 student records x 56 variables) synthesized from institutional academic administrative records of undergraduate students in an automotive engineering program at an application-oriented ...
Thi-Hoa-Hue Nguyen +4 more
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Learning behavior, student engagement, and academic performance in learning analytics [PDF]
Frontiers in PsychologyIntroductionLearning behavior and student engagement are important educational constructs that are associated with academic performance. Learning analytics provides opportunities to examine these relationships using large educational datasets.
Wenwei Huang, Cui Yue
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Data in Brief, 2019 This paper presents learning analytics data for measuring the impact of study satisfaction on students' academic self-efficacy and performance. For this purpose, a specially designed questionnaire was developed and distributed across 124 undergraduate ...
Petros Kostagiolas +2 more
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Using Learning Analytics for Preserving Academic Integrity
International Review of Research in Open and Distributed Learning, 2017 This paper presents the results of integrating learning analytics into the assessment process to enhance academic integrity in the e-learning environment.
Alexander Amigud +3 more
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Visual analytics of academic writing [PDF]
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge, 2014 This paper describes a novel analytics dashboard which visualises the key features of scholarly documents. The Dashboard aggregates the salient sentences of scholarly papers, their rhetorical types and the key concepts mentioned within these sentences.
Duygu Simsek +4 more
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Learning Analytics for the Academic: An Action Perspective [PDF]
J. Univers. Comput. Sci., 2015 JUCS - Journal of Universal Computer Science Volume Nr.
Dix,Alan, Leavesley,Justin
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Stakeholder perspectives on graphical tools for visualising student assessment and feedback data [PDF]
Research in Learning Technology, 2018 This paper contributes to the development of learning and academic analytics in Higher Education (HE) by researching how four graphical visualisation methods can be used to present student assessment and feedback data to five stakeholder groups ...
Luciana Dalla Valle +4 more
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Applied Sciences, 2021 Data in the educational context are becoming increasingly important in decision-making and teaching-learning processes. Similar to the industrial context, educational institutions are adopting data-processing technologies at all levels.
Daniel Amo +3 more
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Quantitative Science Studies, 2020 The open access (OA) publication movement aims to present research literature to the public at no cost and with no restrictions. While the democratization of access to scholarly literature is a primary focus of the movement, it remains unclear whether OA
Anthony J. Olejniczak, Molly J. Wilson
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