Internet Multimedia Search and Mining

Indexed in: EBSCO.

With the explosion of video and image data available on the Internet, desktops and mobile devices, multimedia search has gained immense importance. Moreover, mining semantics and other useful ...
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Flickr Groups: Multimedia Communities for Multimedia Analysis

Pp. 204-222 (19)

Radu-Andrei Negoescu and Daniel Gatica-Perez

Abstract

We present in this chapter a review of current work that leverages on large online social networks’ meta-information, in particular Flickr Groups. We briefly present this hugely successful feature in Flickr and discuss the various ways in which metadata stemming from users’ interactions with and within groups has been exploited by researchers to improve on state-of-the-art search and browsing algorithms. We then review recent works that have already made use of Flickr Groups, either as a data source, as a way of filtering content, or as a way to reach users for automatic analysis or user studies, and conclude by pointing out to potential directions of future research.

Keywords:

virtual communities, automatic analysis, Flickr Groups, content funnelling, social metadata, large-scale data sources, survey, social network, metadata stemming, users' interaction

Affiliation:

Idiap Research Institute and Ecole Poly- technique F´ed´erale de Lausanne.