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Investigation of Learners' Perceptions for Video Summarization and Recommendation
ARTICLE

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Interactive Learning Environments Volume 20, Number 4, ISSN 1049-4820

Abstract

Recently, multimedia-based learning is widespread in educational settings. A number of studies investigate how to develop effective techniques to manage a huge volume of video sources, such as summarization and recommendation. However, few studies examine how these techniques affect learners' perceptions in multimedia learning systems. This article aims to examine learners' perceptions for summarization and recommendation, with an emphasis on the perspective of prior experience. In this study, we developed a multimedia content summarization and recommendation system, which can automatically extract summaries from raw video sources and recommend suitable video content to learners through emails. The results demonstrate that learners' prior experience and preferences for the presentation of document types affect their perceptions, including the enhancement of interests, the ease of information acquisition and the intention for the further use of the system. Finally, the findings are applied to develop a framework that can support for the design of multimedia learning systems. (Contains 7 tables and 6 figures.)

Citation

Yang, J.C. & Chen, S.Y. (2012). Investigation of Learners' Perceptions for Video Summarization and Recommendation. Interactive Learning Environments, 20(4), 369-385. Retrieved November 15, 2019 from .

This record was imported from ERIC on April 18, 2013. [Original Record]

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