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AdaptReview: Towards Effective Video Review Using Text Summaries and Concept Maps

Shan Zhang*, Yang Chen, Nuwan Janaka, Chloe Haigh, Shengdong Zhao, Wei Tsang Ooi

*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

Video review is commonly performed by learners to clarify or make up for the content they have missed. However, it is not well supported in the current video learning environment. In this paper, we investigated the design of techniques to facilitate effective video review. Through a preliminary study, we observed learners’ review behaviors, identified their challenges, and derived three design goals. We then designed two review techniques, concept map based review (CMReview) and text summary based review (TSReview). Evaluation studies were conducted to understand learners’ post-review learning performance and review experiences using both techniques on short and long videos. Results showed similar learning performance for short videos across both techniques, but CMReview improved understanding for long videos and was preferred by most users. We conclude by discussing implications for integrating with current video learning platforms. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
Original languageEnglish
Title of host publicationHuman-Computer Interaction – INTERACT 2023
Subtitle of host publication19th IFIP TC13 International Conference, Proceedings, Part II
PublisherSpringer, Cham
Pages461-481
ISBN (Electronic)978-3-031-42283-6
ISBN (Print)978-3-031-42282-9
DOIs
Publication statusPublished - 25 Aug 2023
Externally publishedYes
Event19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023 - York, United Kingdom
Duration: 28 Aug 20231 Sept 2023

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14143 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference19th IFIP TC 13 International Conference on Human-Computer Interaction, INTERACT 2023
PlaceUnited Kingdom
CityYork
Period28/08/231/09/23

Research Keywords

  • Concept map
  • Text summary
  • Video review

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