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Proceedings Paper

Gaze inspired subtitle position evaluation for MOOCs videos
Author(s): Hongli Chen; Mengzhen Yan; Sijiang Liu; Bo Jiang
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Paper Abstract

Online educational resources, such as MOOCs, is becoming increasingly popular, especially in higher education field. One most important media type for MOOCs is course video. Besides traditional bottom-position subtitle accompany to the videos, in recent years, researchers try to develop more advanced algorithms to generate speaker-following style subtitles. However, the effectiveness of such subtitle is still unclear. In this paper, we investigate the relationship between subtitle position and the learning effect after watching the video on tablet devices. Inspired with image based human eye tracking technique, this work combines the objective gaze estimation statistics with subjective user study to achieve a convincing conclusion -- speaker-following subtitles are more suitable for online educational videos.

Paper Details

Date Published: 19 June 2017
PDF: 5 pages
Proc. SPIE 10443, Second International Workshop on Pattern Recognition, 1044318 (19 June 2017);
Show Author Affiliations
Hongli Chen, Nanjing Univ. of Posts and Telecommunications (China)
Mengzhen Yan, Nanjing Univ. of Posts and Telecommunications (China)
Sijiang Liu, Nanjing Univ. of Posts and Telecommunications (China)
Bo Jiang, Nanjing Univ. of Posts and Telecommunications (China)


Published in SPIE Proceedings Vol. 10443:
Second International Workshop on Pattern Recognition
Xudong Jiang; Masayuki Arai; Guojian Chen, Editor(s)

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