Rethinking Summarization and Storytelling for Modern Social Multimedia View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2018-01-13

AUTHORS

Stevan Rudinac , Tat-Seng Chua , Nicolas Diaz-Ferreyra , Gerald Friedland , Tatjana Gornostaja , Benoit Huet , Rianne Kaptein , Krister Lindén , Marie-Francine Moens , Jaakko Peltonen , Miriam Redi , Markus Schedl , David A. Shamma , Alan Smeaton , Lexing Xie

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 refocus 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. More... »

PAGES

632-644

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-319-73603-7_51

DOI

http://dx.doi.org/10.1007/978-3-319-73603-7_51

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1100348576


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