Time as essence for photo browsing through personal digital libraries
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Introduction to MPEG-7: Multimedia Content Description Interface
Introduction to MPEG-7: Multimedia Content Description Interface
Temporal event clustering for digital photo collections
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Towards automatic extraction of event and place semantics from flickr tags
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Inferring generic activities and events from image content and bags of geo-tags
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A sequential dual method for large scale multi-class linear svms
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Event detection from flickr data through wavelet-based spatial analysis
Proceedings of the 18th ACM conference on Information and knowledge management
DBpedia: a nucleus for a web of open data
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Proceedings of the 6th International Conference on Semantic Systems
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Finding media illustrating events
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Event discovery in social media feeds
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Proceedings of the 20th ACM international conference on Information and knowledge management
The estimation of the gradient of a density function, with applications in pattern recognition
IEEE Transactions on Information Theory
Social event detection with robust high-order co-clustering
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Jointly exploiting visual and non-visual information for event-related social media retrieval
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Automated social event detection in large photo collections
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
A method of Area of Interest and Shooting Spot Detection using Geo-tagged Photographs
Proceedings of The First ACM SIGSPATIAL International Workshop on Computational Models of Place
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In this paper, we present an approach to detect social events and retrieve associated photos in collaboratively annotated photo collections. We combine data of various modalities such as time, location, and textual and visual features within a framework that has a classification model at its core. Compared to traditional approaches that mainly consider the photos only as a source of information, we also incorporate external information from datasets and online web services to further improve the performance. Experiments based on the MediaEval Social Event Detection Dataset demonstrate the effectiveness of our approach.