[HTML][HTML] Beyond predictive learning analytics modelling and onto explainable artificial intelligence with prescriptive analytics and ChatGPT
T Susnjak - International Journal of Artificial Intelligence in …, 2023 - Springer
A significant body of recent research in the field of Learning Analytics has focused on
leveraging machine learning approaches for predicting at-risk students in order to initiate …
leveraging machine learning approaches for predicting at-risk students in order to initiate …
Students' expectations of learning analytics across Europe
Abstract Background Learning Analytics (LA) is an emerging field concerned with
measuring, collecting, and analysing data about learners and their contexts to gain insights …
measuring, collecting, and analysing data about learners and their contexts to gain insights …
Fairness, trust, transparency, equity, and responsibility in learning analytics
M Khalil, P Prinsloo, S Slade - Journal of Learning Analytics, 2023 - learning-analytics.info
Learning analytics has the capacity to provide potential benefit to a wide range of
stakeholders within a range of educational contexts. It can provide prompt support to …
stakeholders within a range of educational contexts. It can provide prompt support to …
Artificial intelligence in education research during 2013–2023: A review based on bibliometric analysis
S Guo, Y Zheng, X Zhai - Education and Information Technologies, 2024 - Springer
Abstract Research on Artificial Intelligence in Education (AIED) has rapidly progressed in
recent years, and understanding the research trends and development is essential for …
recent years, and understanding the research trends and development is essential for …
[HTML][HTML] Learning pattern classification using moodle logs and the visualization of browsing processes by time-series cross-section
In recent years, distance learning using learning management and e-book systems has
been actively conducted in higher education institutions and various other organizations. It is …
been actively conducted in higher education institutions and various other organizations. It is …
[HTML][HTML] The K-16 education movement: common themes across K-12 and higher education systems to inform development and evaluation
CA Kearney, M Fensken, R Dupont - Frontiers in Education, 2024 - frontiersin.org
The K-16 education movement broadly includes efforts to streamline educational pathways
across K-12 and higher academic and other systems to enhance adult and career readiness …
across K-12 and higher academic and other systems to enhance adult and career readiness …
The automated model of comprehension version 4.0–Validation studies and integration of ChatGPT
Modeling reading comprehension processes is a critical task for Learning Analytics, as
accurate models of the reading process can be used to match students to texts, identify …
accurate models of the reading process can be used to match students to texts, identify …
Digital higher education: Emerging quality standards, practices and supports
F Staring, M Brown, P Bacsich, D Ifenthaler - 2022 - oecd-ilibrary.org
Fully online and hybrid study programmes have emerged at a rapid rate across higher
education. However, the negative experience of some students, instructors and institutions …
education. However, the negative experience of some students, instructors and institutions …
I would love this to be like an assistant, not the teacher: a voice of the customer perspective of what distance learning students want from an Artificial Intelligence …
B Rienties, J Domingue, S Duttaroy… - arXiv preprint arXiv …, 2024 - arxiv.org
With the release of Generative AI systems such as ChatGPT, an increasing interest in using
Artificial Intelligence (AI) has been observed across domains, including higher education …
Artificial Intelligence (AI) has been observed across domains, including higher education …
A Prescriptive Learning Analytics Framework: Beyond Predictive Modelling and onto Explainable AI with Prescriptive Analytics and ChatGPT
T Susnjak - arXiv preprint arXiv:2208.14582, 2022 - arxiv.org
A significant body of recent research in the field of Learning Analytics has focused on
leveraging machine learning approaches for predicting at-risk students in order to initiate …
leveraging machine learning approaches for predicting at-risk students in order to initiate …