Understanding and improving education are critical goals of learning analytics. However,
learning is not always mediated or aided by a digital system that can capture digital traces …

Multimodal learning analytics (MMLA), which has become increasingly popular, can help
provide an accurate understanding of learning processes. However, it is still unclear how …

This chapter is an introduction to the use of multiple modalities of learning trace data to
better understand and feedback learning processes that occur both in digital and face-to …

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) …

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 …

Context Develo** high-quality software requires skilled software professionals equipped
with a set of basic and essential software engineering competencies (SEC). These …

At present, low teaching efficiency has been the common problem of ideological and
political education in colleges and universities in China. It is essential to improve the …

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 …

Develo** communication skills in collaborative contexts is of special interest for
educational institutions, since these skills are crucial to forming competent professionals for …

In this study, educational social learning theory and a statistical multiple-criteria
decisionmaking (MCDM) methodology are creatively cross-employed to comprehensively …