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Rethinking summarization and storytelling for modern social multimedia
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Rudinac, Stevan; Chua, Tat-Seng; Diaz-Ferreyra, Nicolas; Friedland, Gerald; Gornostaja, Tatjana; Huet, Benoit; Kaptein, Rianne; Lindén, Krister; Moens, Marie-Francine; Peltonen, Jaakko; Redi, Miriam; Schedl, Markus; Shamma, David A; Smeaton, Alan F.; Xie, Lexing
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In: Rudinac, Stevan, Chua, Tat-Seng, Diaz-Ferreyra, Nicolas, Friedland, Gerald, Gornostaja, Tatjana, Huet, Benoit, Kaptein, Rianne, Lindén, Krister, Moens, Marie-Francine, Peltonen, Jaakko, Redi, Miriam, Schedl, Markus, Shamma, David A, Smeaton, Alan F. orcid:0000-0003-1028-8389 and Xie, Lexing (2018) Rethinking summarization and storytelling for modern social multimedia. In: The 24th International Conference on Multimedia Modeling (MMM2018), 5-7 Feb, 2018, Bangkok, Thailand. ISBN 978-3-319-73599-3 (2018)
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Abstract:
Traditional summarization initiatives have been focused on specific types of documents such as articles, reviews, videos, image feeds, or tweets, a practice which may result in pigeonholing the summarization task in the context of modern, content-rich multimedia collections. Consequently, much of the research to date has revolved around mostly toy problems in narrow domains and working on single-source media types. We argue that summarization and story generation systems need to re-focus the problem space in order to meet the information needs in the age of user-generated content in different formats and languages. Here we create a framework for flexible multimedia storytelling. Narratives, stories, and summaries carry a set of challenges in big data and dynamic multi-source media that give rise to new research in spatial-temporal representation, viewpoint generation, and explanation
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Keyword:
Artificial intelligence; Machine learning; Multimedia systems; social multimedia; storytelling; summarization
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URL: http://doras.dcu.ie/22229/
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SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text ...
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An interactive spiral tape video summarization
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In: IEEE Transactions on Multimedia (2017)
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Studying Object Naming with Online Photos and Caption
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In: Studying Object Naming with Online Photos and Caption (2016)
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Studying Object Naming with Online Photos and Caption
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In: Studying Object Naming with Online Photos and Caption (2016)
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Multi-Concept Learning With Large-Scale Multimedia Lexicons
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In: Proceedings of 2nd International Conference on Information Processing (ICIP 2008) (2015)
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Multi-Concept Learning With Large-Scale Multimedia Lexicons
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In: Proceedings of 2nd International Conference on Information Processing (ICIP 2008) (2015)
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Bilateral correspondence model for words-and-pictures association in multimedia-rich microblogs
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In: ACM Transactions on Multimedia Computing, Communications and Applications (2015)
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Bilateral correspondence model for words-and-pictures association in multimedia-rich microblogs
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In: ACM Transactions on Multimedia Computing, Communications and Applications (2015)
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