Flocks, herds and schools: A distributed behavioral model
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Learning internal representations by error propagation
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1
An introduction to genetic algorithms
An introduction to genetic algorithms
Swarm intelligence
Time as essence for photo browsing through personal digital libraries
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
AutoAlbum: Clustering Digital Photographs using Probabilistic Model Merging
CBAIVL '00 Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'00)
Temporal event clustering for digital photo collections
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Automatic organization for digital photographs with geographic coordinates
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Proceedings of the 13th annual ACM international conference on Multimedia
Combining image captions and visual analysis for image concept classification
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Automatic person annotation of family photo album
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Survey of clustering algorithms
IEEE Transactions on Neural Networks
Concept based interactive retrieval for social environment
Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Improving face recognition with genealogical and contextual data
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
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The phenomenal growth of multimedia content on the web over the last couple of decades has paved the way for content management systems integrating intelligent information retrieval and indexing techniques. Also, in order to improve the performance of retrieval techniques while searching and navigating the database, many relevance feedback algorithms are implemented, in which the subjective semantics of individual users are included in the image search. Following the recent developments in social networking, there is an emerging interest to share experiences online with friends using multimedia data. As the experiences to be shared among social peers vary from a simple social gathering to a tourism visit with a group of peers, there is a critical need for intelligent content management tools driven by a social perspective. Addressing the challenges related to socially-driven content management, the objective of this paper is twofold. First, we investigate techniques to intelligently structure multimedia content to enable efficient browsing of photo albums. The proposed structuring schemes exploit EXIF metadata, visual content and social peer relationships. Second, we propose a retrieval model based on social context to identify users with similar interests. The retrieval model aims to allow increased interaction among social peers. The proposed techniques have been evaluated against tourism pictures captured across Europe.