Personalisation methods in e‐learning‐A literature review
Over the years, personalisation in e‐learning has evolved as a promising paradigm for
matching learners' specific requirements. Although many literature reviews on personalised …
matching learners' specific requirements. Although many literature reviews on personalised …
Multimodal learning analytics—In‐between student privacy and encroachment: A systematic review
Since the emergence of learning analytics (LA) in 2011 as a distinct field of research and
practice, multimodal learning analytics (MMLA), shares an interdisciplinary approach to …
practice, multimodal learning analytics (MMLA), shares an interdisciplinary approach to …
Scalability, sustainability, and ethicality of multimodal learning analytics
Multimodal Learning Analytics (MMLA) innovations are commonly aimed at supporting
learners in physical learning spaces through state-of-the-art sensing technologies and …
learners in physical learning spaces through state-of-the-art sensing technologies and …
The role of indoor positioning analytics in assessment of simulation‐based learning
Simulation‐based learning provides students with unique opportunities to develop key
procedural and teamwork skills in close‐to‐authentic physical learning and training …
procedural and teamwork skills in close‐to‐authentic physical learning and training …
Lessons learnt from a multimodal learning analytics deployment in-the-wild
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
Introducing machine‐learning‐based data fusion methods for analyzing multimodal data: An application of measuring trustworthiness of microenterprises
Abstract Research Summary Multimodal data, comprising interdependent unstructured text,
image, and audio data that collectively characterize the same source, with video being a …
image, and audio data that collectively characterize the same source, with video being a …
Intelligent techniques in e-learning: a literature review
Online learning has become increasingly important, having in mind the latest events,
imposed isolation measures and closed schools and campuses. Consequently, teachers …
imposed isolation measures and closed schools and campuses. Consequently, teachers …
Lifelong learner needs for human-centered self-regulated learning analytics
Purpose Self-regulated learning (SRL) is crucial for successful learning and lifelong learning
in today's rapidly changing world, yet research has shown that many learners need support …
in today's rapidly changing world, yet research has shown that many learners need support …
Architecting analytics across multiple e-learning systems to enhance learning design
With the wide expansion of distributed learning environments the way we learn became
more diverse than ever. This poses an opportunity to incorporate different data sources of …
more diverse than ever. This poses an opportunity to incorporate different data sources of …
Early warning mechanism of interactive learning process based on temporal memory enhancement model
X **a, W Qi - Education and Information Technologies, 2023 - Springer
Interactive learning is a two-way learning method of learners independently by using
computer and network technology. In the interactive relationships, interactive learning plays …
computer and network technology. In the interactive relationships, interactive learning plays …