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- W2001945319 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 fra..." @default.
- W2001945319 created "2016-06-24" @default.
- W2001945319 creator A5010976921 @default.
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- W2001945319 date "2012-08-01" @default.
- W2001945319 modified "2023-09-26" @default.
- W2001945319 title "Investigation of learners' perceptions for video summarization and recommendation" @default.
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- W2001945319 doi "https://doi.org/10.1080/10494820.2010.486888" @default.
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