Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 63 for “"Learning analytics"”.
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Gaze Analysis methods for Learning Analytics
… in the individual and collaborative settings. In learning analytics, eye-tracking could be used as a powerful tool, not only to differentiate between the levels of expertise and task-outcome, but also to give constructive feedback to the users. In this dissertation, we show how eye-tracking could …
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Machine learning analytics for predictive breeding
… could be dramatically improved by both machine learning models and geospatial spatial analyses. Overall, algorithmic modeling outperforms data modeling methods for the soybean IDC ordinal data type. Further, machine learning algorithms provide higher prediction accuracy than traditional …
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Affordances of Learning Analytics for Mediating Learning
Learning analytics acceptance and adoption is a socio-technological endeavour. Understanding how learning analytics impact practice is an important part of demonstrating their value. In the study presented in this thesis, "Mediated Learning" provides a framework through which to describe how …
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Investigating a learning analytics interface for automatically marked programming assessments
… study investigates the potential of creating a learning analytics inspired dashboard interface to improve the feedback provided to students on their submitted programs. A focus group consisting of computer science class representatives was organised, and feedback from this focus group was used …
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Advancing Learning Analytics: Detect and Predict Confusion in Learners Through AI
… emotion that influences positive and negative learning experiences. Using clickstream data from online platforms, this study develops predictive models with AI, specifically focusing on confusion in online learning. The methodology integrates clustering, time series analysis, and advanced AI …
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Learning Analytics for Academic Writing through Automatic Identification of Meta-discourse
Effective written communication is an essential skill which promotes educational success for undergraduates. Argumentation is a key requirement of successful writing, which is the most common genre that undergraduates have to write particularly in the social sciences. Therefore, when assessing …
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Ranking features used in modeling student collaboration using multimodal learning analytics
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2027-08-01
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Evaluation of a Learning Analytics Framework’s impact on online course design
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-19 without embargo terms
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Learning analytics en cursos sobre TICS utilizando Moodle, Spark y Jupyter notebooks
… se quiere crear una plataforma tecnológica de eLearning necesaria para atender las necesidades de un proyecto emprendedor real. En concreto se trata de un club de robótica y programación, a modo de actividades extraescolares, en el que los alumnos tendrán los contenidos formativos a su …
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Developing Learning Analytics for Epistemic Commitments in a Collaborative Information Seeking Environment
Learning analytics sits at the confluence of learning, information, and computer sciences. Using a distinctive account of learning analytics as a form of assessment, I first argue for its potential in pedagogically motivated learning design, suggesting a particular construct – epistemic cognition …
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Learning analytics readiness and awareness in developing countries: the case of Egypt
… a solution to redeem those problems. Although learning analytics is an expanding solution to support different educational challenges, from performance tracking and detecting students at risk, learning analytics developments concentrated on addressing solutions for developed countries. …
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Prototype learning analytics dashboard (LAD) for an introductory statistics course at UCT
A learning analytics dashboard (LAD) is an application that illustrates the activity and progress of a user in a self-regulated, online learning environment. This tool mines source data to provide meaningful information that supports decision making and positively impacts learning behaviour. …
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Learning Analytics: Understanding First-Year Engineering Students through Connected Student-Centered Data
… pieces of information related to students' learning, engagement with class resources, and motivation so that faculty may better understand the characteristics and activities of students enrolled in their classes. In the dissertation's first manuscript, I analyzed learning management system …
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Understanding Student Interactions Through Learning Analytics from an Online Engineering Case Study Course
Student interactions in learning environments are vital for learning development. The growth of online learning in higher education has led stakeholders to question how to identify student interactions with course material and increase the quality and value of the learning experience. This research …
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A LEARNER INTERACTION STUDY OF DIFFERENT ACHIEVEMENT GROUPS IN MPOCS WITH LEARNING ANALYTICS TECHNIQUES
… was to conduct data-driven research by employing learning analytics methodology and Big Data in learning management systems (LMSs), and then to identify and compare learners’ interaction patterns in different achievement groups through different course processes in Massive Private Online Courses …
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