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MMCommons @ ACM Multimedia 2016: Amsterdam, The Netherlands

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Bart Thomee, Damian Borth, Julia Bernd:
Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, Amsterdam, Netherlands, October 16, 2016. ACM 2016, ISBN 978-1-4503-4515-6

Keynote Address

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Roeland J. F. Ordelman:
Developing Benchmarks: The Importance of the Process and New Paradigms. 1

Paper Session 1: Retrieval at Scale

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Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Yiannis Kompatsiaris:
In-depth Exploration of Geotagging Performance using Sampling Strategies on YFCC100M. 3-10
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Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti:
YFCC100M HybridNet fc6 Deep Features for Content-Based Image Retrieval. 11-18
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Rajiv Ratn Shah, Yi Yu, Suhua Tang, Shin'ichi Satoh, Akshay Verma, Roger Zimmermann:
Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting. 19-26

Paper Session 2: Exploring the YFCC100M

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Jun-Ho Choi, Jong-Seok Lee:
Analysis of Spatial, Temporal, and Content Characteristics of Videos in the YFCC100M Dataset. 27-34
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Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze:
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset. 35-42

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