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Video Retrieval for Multimedia Verification of Breaking News on Social Networks

Authors: Nixon, Lyndon J.B.; Zhu, Shu; Fischer, Fabian; Rafelsberger, Walter; Göbel, Max; Scharl, Arno;

Video Retrieval for Multimedia Verification of Breaking News on Social Networks

Abstract

This paper presents an approach to automatically detecting breaking news events from social media streams, using event detection to collect in near real time relevant video documents from social networks regarding that breaking news. A visual analytics dashboard provides access to the results of the content processing pipeline, providing a rich interactive interface to explore emerging stories and select video material around those stories for verification.

Keywords

Social Media Retrieval, Social Media Extraction, Breaking News Detection, Video Retrieval, Social Network Retrieval, Story Detection

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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