Graduate School and Research Center in Digital Sciences

The 2012 social event detection dataset

Papadopoulos, Symeon; Schinas, Emmanouil; Mezaris, Vasileios; Troncy, Raphaël; Kompatsiaris, Ioannis

MMSYS 2013, 4th ACM Multimedia Systems, Dataset Session, February 27-March 1, 2013, Oslo, Norway

This paper presents the 2012 Social Event Detection dataset (SED2012). The dataset constitutes a challenging benchmark for methods that detect social events in large collections of multimedia items. More specifically, the dataset comprises more than 160 thousands of Flickr photos and their accompanying metadata, as well as a list of 149 manually selected and annotated target events, each of which is defined as a set of relevant photos. This paper discusses the challenges defined as part of SED 2012, the data collection process, the dataset and its basic statistics, the ground truth creation and the suggested evaluation methodology.

Document Doi Bibtex

Title:The 2012 social event detection dataset
Keywords:social event detection, dataset, multimedia, flickr
Type:Conference
Language:English
City:Oslo
Country:NORWAY
Date:
Department:Data Science
Eurecom ref:3963
Copyright: © ACM, 2013. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in MMSYS 2013, 4th ACM Multimedia Systems, Dataset Session, February 27-March 1, 2013, Oslo, Norway http://dx.doi.org/10.1145/2483977.2483989
Bibtex: @inproceedings{EURECOM+3963, doi = {http://dx.doi.org/10.1145/2483977.2483989 }, year = {2013}, title = {{T}he 2012 social event detection dataset}, author = {{P}apadopoulos, {S}ymeon and {S}chinas, {E}mmanouil and {M}ezaris, {V}asileios and {T}roncy, {R}apha{\"e}l and {K}ompatsiaris, {I}oannis}, booktitle = {{MMSYS} 2013, 4th {ACM} {M}ultimedia {S}ystems, {D}ataset {S}ession, {F}ebruary 27-{M}arch 1, 2013, {O}slo, {N}orway}, address = {{O}slo, {NORWAY}}, month = {02}, url = {http://www.eurecom.fr/publication/3963} }
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