Graduate School and Research Center in Digital Sciences

Social event detection at MediaEval 2011: Challenges, dataset and evaluation

Papadopoulos, Symeon; Troncy, Raphaël; Mezaris, Vasileios; Huet, Benoit; Kompatsiaris, Ioannis

MEDIAEVAL 2011, MediaEval Benchmarking Initiative for Multimedia Evaluation, CEUR Workshop Proceedings, Volume 807, September 1-2, 2011, Pisa, Italy

This paper provides an overview of the Social Event Detection (SED) task, which is organized as part of the MediaEval 2011 benchmarking activity. With the convergence between social networking and multimedia creation and distribution being experienced on a regular basis by hundreds of millions of people worldwide, this task examines how new or state of the art techniques can cope with the need for detecting social events by automatically analyzing the social multimedia content. This paper discusses the challenges set as part of the SED Task, the dataset that was provided to the task participants, and the process of evaluating the submissions.

Document Bibtex

Title:Social event detection at MediaEval 2011: Challenges, dataset and evaluation
Type:Conference
Language:English
City:Pisa
Country:ITALY
Date:
Department:Data Science
Eurecom ref:3518
Copyright: © EURECOM. Personal use of this material is permitted. The definitive version of this paper was published in MEDIAEVAL 2011, MediaEval Benchmarking Initiative for Multimedia Evaluation, CEUR Workshop Proceedings, Volume 807, September 1-2, 2011, Pisa, Italy and is available at :
Bibtex: @inproceedings{EURECOM+3518, year = {2011}, title = {{S}ocial event detection at {M}edia{E}val 2011: {C}hallenges, dataset and evaluation}, author = {{P}apadopoulos, {S}ymeon and {T}roncy, {R}apha{\"e}l and {M}ezaris, {V}asileios and {H}uet, {B}enoit and {K}ompatsiaris, {I}oannis }, booktitle = {{MEDIAEVAL} 2011, {M}edia{E}val {B}enchmarking {I}nitiative for {M}ultimedia {E}valuation, {CEUR} {W}orkshop {P}roceedings, {V}olume 807, {S}eptember 1-2, 2011, {P}isa, {I}taly}, address = {{P}isa, {ITALY}}, month = {09}, url = {http://www.eurecom.fr/publication/3518} }
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