Title :
Emergent document semantics
Author :
Sreenath, D.V. ; Grosky, W.I.
Author_Institution :
Dept. of Comput. Sci., Wayne State Univ., Detroit, MI, USA
Abstract :
It is well known that interpretation depends on the 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 collection. In this paper, we present techniques that use multimedia information as part of this determination. Some implications of our approach are presented in the problem of defining the document semantics of a Webpage as well as the semantics that emerges through its use.
Keywords :
document handling; information retrieval; multimedia systems; semantic Web; contextual document semantics; document semantics; information retrieval; multimedia documents; semantic Web; semantic clustering; Art; Computer science; Content based retrieval; Feature extraction; Image retrieval; Information analysis; Natural languages; Text analysis; Uniform resource locators; Web mining;
Conference_Titel :
Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on
Print_ISBN :
953-184-061-X
DOI :
10.1109/ISPA.2003.1296906