Using metadata for the intelligent browsing of structured media objects
ACM SIGMOD Record
Emergent Semantics through Interaction in Image Databases
IEEE Transactions on Knowledge and Data Engineering
IEEE Intelligent Systems
Collective Learning and Semiotic Dynamics
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Semiotic Dynamics for Embodied Agents
IEEE Intelligent Systems
Interoperability through emergent semantics a semiotic dynamics approach
Journal on Data Semantics VI
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Personalized view-based search and visualization as a means for deep/semantic web data access
Proceedings of the 17th international conference on World Wide Web
Collaborative multi-paradigm exploratory search
Proceedings of the hypertext 2008 workshop on Collaboration and collective intelligence
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Integrating Folksonomies with the Semantic Web
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Combining folksonomies and automatic information techniques for LO semantic indexing
DNCOCO'08 Proceedings of the 7th conference on Data networks, communications, computers
Assisting Pictogram Selection with Categorized Semantics
IEICE - Transactions on Information and Systems
Computers in Human Behavior
An unsupervised model for exploring hierarchical semantics from social annotations
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Assisting pictogram selection with semantic interpretation
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
A system for web widget discovery using semantic distance between user intent and social tags
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Discovering meaning on the go in large heterogenous data
Artificial Intelligence Review
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We propose an approach that unifies browsing by tags and visual features for intuitive exploration of image databases. In contrast to traditional image retrieval approaches, we utilise tags provided by users on collaborative tagging sites, complemented by simple image analysis and classification. This allows us to find new relations between data elements. We introduce the concept of a navigation map, that describes links between users, tags, and data elements for the example of the collaborative tagging site Flickr. We show that introducing similarity search based on image features yields additional links on this map. These theoretical considerations are supported by examples provided by our system, using data and tags from real Flickr users.