Not all tags are created equal: Learning flickr tag semantics for global annotation

Large collaborative datasets offer the challenging opportunity of creating systems capable of extracting knowledge in the presence of noisy data. In this work we explore the ability to automatically learn tag semantics by mining a global georeferenced image collection crawled from Flickr with the aim of improving an automatic annotation system. We are able to categorize sets of tags as places, landmarks, and visual de

• Type: Journal
• Year: 2009
• Where: ICMCS
• Authors: Emily Moxley, Jim Kleban, Jiejun Xu, B. S. Manjunath
• Keywords: Challenging Opportunity, Global Georeferenced Image, ICMCS 2009, Large Collaborative Datasets, Multimedia