Event-driven retrieval in collaborative photo collections

We present an approach to retrieve photos relating to social events in collaborative photo collections. Compared to traditional approaches that typically consider only the visual features of photos as a source of information, we incorporate multiple additional contextual cues like date and time, location and usernames to improve retrieval performance. Experiments based on the MediaEval Social Event Detection Dataset demonstrate the effectiveness of our approach.