Multimodal Learning Analytics

所在平台: EdxArchive

课程类别: 其他类别

大学或机构: UTArlingtonX

授课老师: Xavier Ochoa

课程主页: https://www.edx.org/archive/multimodal-learning-analytics-utarlingtonx-link-la-mmx

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课程简介

Take learning analytics beyond the computer and learn how to combine and use real-world signals to understand and optimize learning.

课程大纲

  • When it is appropriate to apply multimodal learning analytics
  • How to capture, process, and fuse verbal and nonverbal modes of communication
  • Signal interpretation frameworks (SSI) to work with synchronized data from different modalities
  • How to conduct a multimodal learning analytics study

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课程详情

In this course, you will learn about multimodal learning analytics, a different way to do learning analytics. You will learn how to conduct learning analytics in face-to-face, hands-on, unbounded, and analog learning settings such as classrooms and labs. You will learn to capture, process, and fuse natural rich modalities of communication, such as speech, writing, and nonverbal interaction (e.g., movements, gestures, facial expressions, gaze, biometrics, etc.) during real learning activities.

Multimodal learning analytics enable you to understand and optimize learning in real-world environments that do not necessarily use computers during the learning process.

The course content is a gentle introduction to this new approach to learning analytics: its promises, its challenges, its tools and methodologies. To follow the same spirit of multimodal learning analytics, this course will include hands-on learning experiences analyzing different types of signals captured from real environments.

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