Div150Cred : a social image retrieval result diversification with user tagging credibility dataset

Müller, Henning (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Ionescu, Bogdan (University Politehnica of Bucharest, Romania) ; Popescu, Adrian (CEA, LIST, France) ; Lupu, Mihai (Vienna University of Technology, Austria) ; Gînscă, Alexandru Lucian (CEA, LIST, France) ; Boteanu, Bogdan (University Politehnica of Bucharest, Romania)

In this paper we introduce a new dataset and its evaluation tools, Div150Cred, that was designed to support shared evaluation of diversification techniques in different areas of social media photo retrieval and related areas. The dataset comes with associated relevance and diversity assessments performed by human annotators. The data consists of 300 landmark locations represented via 45,375 Flickr photos, 16M photo links for around 3,000 users, metadata, Wikipedia pages and content descriptors for text and visual modalities. To facilitate distribution, only Creative Commons content was included in the dataset. The proposed dataset was validated during the 2014 Retrieving Diverse Social Images Task at the MediaEval Benchmarking Initiative.


Mots-clés:
Type de conférence:
full paper
Faculté:
Economie et Services
Ecole:
HEG VS HES-SO Valais-Wallis - Haute Ecole de Gestion & Tourisme
Institut:
Institut Informatique de gestion
Classification:
Informatique
Adresse bibliogr.:
Portland, USA, 18-20 March 2015
Date:
Portland, USA
18-20 March 2015
2015
Pagination:
207-212
Publié dans
Proceedings of the 6th Association for Computing Machinery (ACM) Multimedia Systems (MMSys) Conference 2015
DOI:
ISSN:
978-1-4503-3351-1
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 Notice créée le 2015-11-23, modifiée le 2018-08-31

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