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Wild brooms and learning analytics. [PDF]
J Comput High Educ, 2023 In this commentary we present an analogy between Johann Wolfgang Von Goethe’s classic poem, The Sorcerer’s Apprentice, and institutional learning analytics. In doing so, we hope to provoke institutions with a simple heuristic when considering their learning analytics initiatives.
Motz BA, Morrone AS.
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Learning Analytics: A Survey [PDF]
International Journal of Computer Trends and Technology, 2014 Learning analytics is a research topic that is gaining increasing popularity in recent time. It analyzes the learning data available in order to make aware or improvise the process itself and/or the outcome such as student performance. In this survey paper, we look at the recent research work that has been conducted around learning analytics, framework
Usha Keshavamurthy, H. S. Guruprasad
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Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015 Since the emergence of learning analytics in North America, researchers and practitioners have worked to develop an international community. The organization of events such as SoLAR Flares and LASI Locals, as well as the move of LAK in 2013 from North America to Europe, has supported this aim.
Rebecca Ferguson +6 more
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2013 IEEE Global Engineering Education Conference (EDUCON), 2013 Feedback is important for any activity, and learning is no exception. Whereas assessment can give summative feedback about the proficiency of the learning, learning analytics can give a much finer level of feedback about the learning process. Learning analytics can help in identifying the effectiveness of learning elements, can help in engaging ...
Carlos Delgado Kloos +4 more
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Game Learning Analytics: Learning Analytics for Serious Games [PDF]
, 2016 Video games have become one of the largest entertainment industries, and their power to capture the attention of players worldwide soon prompted the idea of using games to improve education. However, these educational games, commonly referred to as serious games, face different challenges when brought into the classroom, ranging from pragmatic issues ...
Freire, Manuel +5 more
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Learning with Analytical Models [PDF]
2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2019 To understand and predict the performance of scientific applications, several analytical and machine learning approaches have been proposed, each having its advantages and disadvantages. In this paper, we propose and validate a hybrid approach for performance modeling and prediction, which combines analytical and machine learning models.
Huda Ibeid +4 more
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Learned optimizers for analytic continuation [PDF]
Physical Review B, 2022 11 pages, 7 figures, 6 ...
Dongchen Huang, Yi-feng Yang
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About "Learning" and "Analytics"
Journal of Learning Analytics, 2016 This issue of the Journal of Learning Analytics features three special sections that look into topics of learning analytics for 21st century skills, multimodal learning analytics, and sharing of datasets for learning analytics. The issue also features a paper that looks at models for early detection of students at risk in tertiary education.
Arnon Hershkovitz +4 more
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Learning Analytics for Networked Learning Models [PDF]
Journal of Learning Analytics, 2014 Teaching and learning in networked setting has attained a significant amount of attention recently. The central topic of networked learning research is human-human and human-information interactions that occur within a networked learning environment. The nature of these interactions is highly complex and usually requires a multi-dimensional approach in
Srecko Joksimovic +2 more
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Learning Analytics for Interpreting
Proceedings of the 10th International Conference on Computer Supported Education, 2018 An important activity in the life of interpreters is terminology work. A primary method for learning technical vocabulary is the creation of personal glossaries. The current paper describes the design and creation of a system that guides the students in autonomous vocabulary work, supports the students' learning progress, and helps the teacher in ...
Davide Taibi +3 more
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