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Artificial Intelligence for Video-based Learning at Scale Seo, Kyoungwon; Fels, Sidney; Yoon, Dongwook; Roll, Ido; Dodson, Samuel; Fong, Matthew

Abstract

Video-based learning (VBL) is widespread; however, there are numerous challenges when teaching and learning with video. For instructors, creating effective instructional videos takes considerable time and effort. For students, watching videos can be a passive learning activity. Artificial intelligence (AI) has the potential to improve the VBL experience for students and teachers. This half-day workshop will bring together multi-disciplinary researchers and practitioners to collaboratively envision the future of VBL enhanced by AI. This workshop will be comprised of a group discussion followed by a presentation session. The goal of the workshop is to facilitate the cross-pollination of design ideas and critical assessments of AI approaches to VBL.

Item Metadata

Title
Artificial Intelligence for Video-based Learning at Scale
Creator
Seo, Kyoungwon; Fels, Sidney; Yoon, Dongwook; Roll, Ido; Dodson, Samuel; Fong, Matthew
Publisher
Association for Computing Machinery
Date Issued
2020-08
Description
Video-based learning (VBL) is widespread; however, there are numerous challenges when teaching and learning with video. For instructors, creating effective instructional videos takes considerable time and effort. For students, watching videos can be a passive learning activity. Artificial intelligence (AI) has the potential to improve the VBL experience for students and teachers. This half-day workshop will bring together multi-disciplinary researchers and practitioners to collaboratively envision the future of VBL enhanced by AI. This workshop will be comprised of a group discussion followed by a presentation session. The goal of the workshop is to facilitate the cross-pollination of design ideas and critical assessments of AI approaches to VBL.
Subject
Artificial intelligence; video-based learning; machine learning; natural language processing; computer vision
Genre
Article; Postprint
Type
Text
Language
eng
Date Available
2021-02-09
Provider
Vancouver : University of British Columbia Library
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International
DOI
10.14288/1.0395839
URI
http://hdl.handle.net/2429/77264
Affiliation
Applied Science, Faculty of; Arts, Faculty of; Science, Faculty of; Non UBC; Computer Science, Department of; Electrical and Computer Engineering, Department of; iSchool (Library, Archival and Information Studies)
Citation
Seo, K., Fels, S., Yoon, D., Roll, I., Dodson, S., & Fong, M. (2020). Artificial intelligence for video-based learning at scale. In Proceedings of the ACM Conference on Learning @ Scale (pp. 215–217). New York, NY: ACM.
Publisher DOI
10.1145/3386527.3405937
Peer Review Status
Reviewed
Scholarly Level
Faculty; Researcher; Graduate
Copyright Holder
Authors
Rights URI
http://creativecommons.org/licenses/by-nc-nd/4.0/
Aggregated Source Repository
DSpace

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Attribution-NonCommercial-NoDerivatives 4.0 International