Unifying textual and visual cues for content-based image retrieval on the World Wide Web
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Emergent Semantics through Interaction in Image Databases
IEEE Transactions on Knowledge and Data Engineering
Emergent semantics and the multimedia semantic web
ACM SIGMOD Record
Image Retrieval from the World Wide Web: Issues, Techniques, and Systems
ACM Computing Surveys (CSUR)
Narrowing the semantic gap - improved text-based web document retrieval using visual features
IEEE Transactions on Multimedia
Multimedia Tools and Applications
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It is well known that interpretation depends on context, whether for a work of art, a piece of literature, or a natural language utterance. This paper addresses the dynamic context of a collection of linked multimedia documents, of which the web is a perfect example. Contextual document semantics emerge through identification of various users' browsing paths though this multimedia document collection. Some implications of our approach are that the author of a web page cannot completely define that document's semantics and that semantics can emerge through use.