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Heraclitus: A Framework for Semantic Web Adaptation
May/June 2007 (vol. 11 no. 3)
pp. 45-52
Alexander Mikroyannidis, University of Manchester
Babis Theodoulidis, University of Manchester
The World Wide Web's constant growth and transformation offers great opportunities--and poses many challenges for exploitation. The Semantic Web has recently emerged as a possible answer to these challenges by proposing an approach in organizing and sharing the Web, but it doesn't explicitly consider user needs and requirements. Heraclitus is a framework for Semantic Web adaptation in which user needs and requirements are the driving force behind Web adaptation, using text and Web usage mining to support Web site ontology and topology evolution. The result is improved user interaction with the Semantic Web.
Index Terms:
semantic Web adaptation, semantic Web, ontology evolution, Web usage mining, text mining
Alexander Mikroyannidis, Babis Theodoulidis, "Heraclitus: A Framework for Semantic Web Adaptation," IEEE Internet Computing, vol. 11, no. 3, pp. 45-52, May-June 2007, doi:10.1109/MIC.2007.59
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