Using causal models to bridge the divide between big data and educational theory

K Kitto, B Hicks… - British Journal of …, 2023 - Wiley Online Library
An extraordinary amount of data is becoming available in educational settings, collected
from a wide range of Educational Technology tools and services. This creates opportunities …

Aligning objectives with assessment in online courses: Integrating learning analytics and measurement theory

A Barthakur, S Joksimovic, V Kovanovic, M Richey… - Computers & …, 2022 - Elsevier
Well-designed online courses enhance learning experiences and allow effective
development of learners' skills and knowledge. A critical factor contributing to the design of …

Measuring leadership development in workplace learning using automated assessments: Learning analytics and measurement theory approach

A Barthakur, V Kovanovic, S Joksimovic… - British Journal of …, 2022 - Wiley Online Library
Technological affordances have shown promising potential in advancing the delivery of
corporate learning programmes designed for professional leadership development …

Enhancing instructors' capability to assess open-response using natural language processing and learning analytics

RF Mello, R Neto, G Fiorentino, G Alves… - European Conference …, 2022 - Springer
Assessments are crucial to measuring student progress and providing constructive
feedback. However, the instructors have a huge workload, which leads to the application of …

" Belonging Analytics": A Proposal

S Buckingham Shum, LA Lim, P Felten, J Uno - Learning Letters, 2023 - opus.lib.uts.edu.au
Students' sense of belonging is associated with successful transition into higher education
and a range of positive outcomes including enhanced learning, well-being, and …

Classification of reflective writing: A comparative analysis with shallow machine learning and pre-trained language models

C Zhang, F Hofmann, L Plößl… - Education and Information …, 2024 - Springer
Reflective practice holds critical importance, for example, in higher education and teacher
education, yet promoting students' reflective skills has been a persistent challenge. The …

Challenges in assessments of soft skills: Towards unobtrusive approaches to measuring student success

A Barthakur, V Kovanovic, S Joksimovic… - … observations of learning …, 2023 - Springer
Rapid technological advances, coupled with globalization, have resulted in a changing
economy, requiring graduates and students to master not only technical and subject …

Assessing the sequencing of learning objectives in a study program using evidence-based practice

A Barthakur, S Joksimovic, V Kovanovic… - … & Evaluation in …, 2022 - Taylor & Francis
The success and satisfaction of students with online courses is significantly impacted by the
sequencing of learning objectives and activities. Equally critical is designing online degree …

Assessment of the digital competencies of university instructors through use of the machine learning method

TC Yang - SN Social Sciences, 2023 - Springer
The explosion of COVID-19 has brought new challenges to the education industry,
especially higher education. Digital competency is becoming an essential competency for …

Supervised Learning Algorithm: Enhancing Reflective Writing Skills within the Context of the International Project 'Out of Eden Walk'and the Principles of 'Slow' …

B Adilkhanova, A Zhumadilova… - 2023 4th International …, 2023 - ieeexplore.ieee.org
In this study, we aimed to address issues related to students' slow writing skills by
incorporating the “Out of Eden Walk” project using an AI model. Employing a project-based …