Browsing by Subject "learning analytics"
Now showing items 1-13 of 13
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5.-6. luokkalaisten oppilaiden kokemuksia oppimisanalytiikkaa hyödyntävästä sulautuvan oppimisen ilmiöopintojaksosta
(Itä-Suomen yliopisto; University of Eastern Finland, 2022)info:eu-repo/semantics/masterThesis
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A Typology of Metagamers: Identifying Player Types Based on Beyond the Game Activities
(SAGE Publications, 2023)Previous research on player profiles or types is based on players’ in-game behaviors and their motivations to play games. However, there are many other activities related to digital games beyond playing the games properly. ...
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Analyzing Student Performance in Programming Education Using Classification Techniques
(International Association of Online Engineering (IAOE), 2020)In this research, we aggregated students log data such as Class Test Score (CTS), Assignment Completed (ASC), Class Lab Work (CLW) and Class Attendance (CATT) from the Department of Mathematics, Computer Science Unit, ...Tieteelliset aikakauslehtiartikkelit
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Definition of a Learning Analytics Ecosystem for the ILEDA Project Piloting
(Springer Nature Switzerland AG, 2023)Understanding how students progress in their learning is an important step towards achieving the success of the educational process. One way of understanding student progress is by using learning analytics methods on ...
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Educational Escape Rooms Are Effective Learning Activities Across Educational Levels and Contexts: A Meta-Analysis
(IEEE, 2024)Educational escape rooms are taxing in terms of the time needed to design, create, conduct, and evaluate. Therefore, a high “return on investment” is expected regarding their potential to improve teaching and learning. ...
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From Variables to States to Trajectories (VaSSTra): A Method for Modelling the Longitudinal Dynamics of Learning and Behaviour
(Springer Nature Singapore Pte Ltd, 2023)Research in learning analytics needs longitudinal studies that explore the learner’s behaviour, disposition, and learning practices across time, a gap this article aims to bridge. We present VaSSTra: an innovative method ...
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How the study of online collaborative learning can guide teachers and predict students' performance in a medical course
(Springer Nature, 2018)Background Collaborative learning facilitates reflection, diversifies understanding and stimulates skills of critical and higher-order thinking. Although the benefits of collaborative learning have long been recognized, ...Tieteelliset aikakauslehtiartikkelit
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Including Learning Analytics in the Loop of Self-Paced Online Course Learning Design
(Springer Science and Business Media LLC, 2020)Tieteelliset aikakauslehtiartikkelit
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Intense, turbulent, or wallowing in the mire: A longitudinal study of cross-course online tactics, strategies, and trajectories
(Elsevier Inc., 2023)Research has repeatedly demonstrated that students with effective learning strategies are more likely to have better academic achievement. Existing research has mostly focused on a single course or two, while longitudinal ...
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Koulu-uralla saadun pedagogisen tuen vaikutus korkeakouluopiskeluun ja oppimisen itsesäätelyyn – Oppimisanalytiikkaa ja jatkettua oppimisanalytiikkaa hyödyntävä tutkimus
(Itä-Suomen yliopisto; University of Eastern Finland, 2023)info:eu-repo/semantics/masterThesis
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Luokanopettajat ViLLE-oppimisympäristön käyttäjinä – Vertaileva tapaustutkimus ViLLE-oppimisympäristön käytöstä matematiikan opetuksessa
(Itä-Suomen yliopisto; University of Eastern Finland, 2023)info:eu-repo/semantics/masterThesis
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Mining Smart Learning Analytics Data Using Ensemble Classifiers
(International Association of Online Engineering (IAOE), 2020)Recent progress in technology has altered the learning behaviors of students; besides giving a new impulse which reshapes the education itself. It can easily be said that the improvements in technologies empower students ...Tieteelliset aikakauslehtiartikkelit
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Multi-stakeholder Perspective on the Gap Between Existing Realities and New Requirements for Online and Blended Learning: An Exploratory Study
(Springer Nature Singapore Pte Ltd, 2023)Online and blended learning are teaching modalities that have become very popular and widespread all over the world. Applying these modalities requires specific knowledge as well as an appropriate technological infrastructure. ...
