The Third International Workshop on Multimodal Learning Analytics will bring together researchers in multimodal interaction and systems, cognitive and learning sciences, educational technologies, and related areas to advance research on multimodal learning analytics.
The Presentation Quality includes a data corpus that involves 130 oral presentations of Spanish-speaking undergraduate students in groups of 3 to 6 members presenting projects (entrepreneurship ideas, literature reviews, research designs, software design, etc.). Data were collected on their natural multimodal communication in regular classroom settings. The following data is available: speech, facial expressions and physical movements in video, skeletal data gathered from Kinect for each individual, and slide presentation files. In total, approximately 10 hours of multimodal data is available for analysis of these presentations. In addition grading for individuals when doing their presentations is included as well as a group-grade related to the quality of the slides used when doing each presentation.
The dataset is available to participants who wish to contribute at the Third International Workshop on Multimodal Learning Analytics grand challenge. This challenge seeks to solve the following questions: