English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Video summaries or highlights are a compelling alternative for exploring andcontextualizing unprecedented amounts of video material. However, thesummarization process is commonly automatic, non-transparent and potentiallybiased towards particular aspects depicted in the original video. Therefore,our aim is to help users like archivists or collection managers to quicklyunderstand which summaries are the most representative for an original video.In this paper, we present empirical results on the utility of different typesof visual explanations to achieve transparency for end users on howrepresentative video summaries are, with respect to the original video. Weconsider four types of video summary explanations, which use in different waysthe concepts extracted from the original video subtitles and the video stream,and their prominence. The explanations are generated to meet target userpreferences and express different dimensions of transparency: conceptprominence, semantic coverage, distance and quantity of coverage. In two userstudies we evaluate the utility of the visual explanations for achievingtransparency for end users. Our results show that explanations representing allof the dimensions have the highest utility for transparency, and consequently,for understanding the representativeness of video summaries.

Eliciting User Preferences for Personalized Explanations for Video Summaries