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) …

Wearable devices are an emerging technological tool in the field of learning analytics. With
the help of wearable technologies, an increasing number of scholars have a strong interest …

Multimodal Learning Analytics (MMLA) innovations are commonly aimed at supporting
learners in physical learning spaces through state-of-the-art sensing technologies and …

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 …

One-to-one online tutoring provided by human tutors can improve students' learning
outcomes. However, monitoring the quality of such tutoring is a significant challenge. In this …

Technology is gradually being incorporated as an integral part of education. This technology
includes the now pervasive presence of the Internet, but also the inclusion of devices that …

Analyzing the students' in-class behaviors is able to intuitively reflect their learning states,
which are important for teaching evaluations and for designing instruction. In order to …

随着人工智能技术, 可穿戴传感设备的发展, 课堂教学多模态数据的获取和分析成为可能,
加速了课堂教学从数字化向智能化的转型升级. 本研究聚焦智能时代多模态数据支持的课堂教学 …

Learning analytics are utilized to support learners' educational needs as well as to enhance
their study success, for example, via the use of real-time prompts, motivational dashboards …

A teacher plays a pivotal role in grooming a society and paves way for its social and
economic developments. Teaching is a dynamic role and demands continuous adaptation …