Multimodal data fusion in learning analytics: A systematic review
S Mu, M Cui, X Huang - Sensors, 2020 - mdpi.com
Multimodal learning analytics (MMLA), which has become increasingly popular, can help
provide an accurate understanding of learning processes. However, it is still unclear how …
provide an accurate understanding of learning processes. However, it is still unclear how …
The evidence of impact and ethical considerations of Multimodal Learning Analytics: A Systematic Literature Review
There is a growing interest in the research and use of multimodal data in learning analytics.
This paper presents a systematic literature review of multimodal learning analytics (MMLA) …
This paper presents a systematic literature review of multimodal learning analytics (MMLA) …
Consumer grade brain sensing for emotion recognition
P Lakhan, N Banluesombatkul… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
For several decades, electroencephalography (EEG) has featured as one of the most
commonly used tools in emotional state recognition via monitoring of distinctive brain …
commonly used tools in emotional state recognition via monitoring of distinctive brain …
Exploring collaborative writing of user stories with multimodal learning analytics: A case study on a software engineering course
Software engineering is the application of principles used in engineering design,
development, testing, deployment, and management of software systems. One of the …
development, testing, deployment, and management of software systems. One of the …
A multimodal real-time feedback platform based on spoken interactions for remote active learning support
While technology has helped improve process efficiency in several domains, it still has an
outstanding debt to education. In this article, we introduce NAIRA, a Multimodal Learning …
outstanding debt to education. In this article, we introduce NAIRA, a Multimodal Learning …
Introducing low-cost sensors into the classroom settings: Improving the assessment in agile practices with multimodal learning analytics
Currently, the improvement of core skills appears as one of the most significant educational
challenges of this century. However, assessing the development of such skills is still a …
challenges of this century. However, assessing the development of such skills is still a …
Visualizing collaboration in teamwork: A multimodal learning analytics platform for non-verbal communication
Developing communication skills in collaborative contexts is of special interest for
educational institutions, since these skills are crucial to forming competent professionals for …
educational institutions, since these skills are crucial to forming competent professionals for …
Where are you? Exploring micro-location in indoor learning environments
Classroom teaching methodologies are gradually changing from masterclasses to active
learning practices, and peer collaboration emerges as an essential skill to be developed …
learning practices, and peer collaboration emerges as an essential skill to be developed …
Using multimodal learning analytics to study collaboration on discussion groups: A social network approach
F Riquelme, R Munoz, R Mac Lean, R Villarroel… - Universal Access in the …, 2019 - Springer
Nowadays, companies and organizations require highly competitive professionals that have
the necessary skills to confront new challenges. However, current evaluation techniques do …
the necessary skills to confront new challenges. However, current evaluation techniques do …
A learning analytics framework to analyze corporal postures in students presentations
Communicating in social and public environments are considered professional skills that
can strongly influence career development. Therefore, it is important to proper train and …
can strongly influence career development. Therefore, it is important to proper train and …