Heraclitus: A Framework for Semantic Web Adaptation

Author

Mikroyannidis, Alexander ; Theodoulidis, Babis

Author_Institution

Sch. of Informatics, Manchester Univ.

Volume

11

Issue

3

fYear

2007

Firstpage

45

Lastpage

52

Abstract

The World Wide Web´s constant growth and transformation offers great opportunities - and poses many challenges for exploitation. The semantic Web has emerged as a possible answer to these challenges by offering 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, using text and Web usage mining to support Web site ontology and topology evolution. The result is improved user interaction with the semantic Web

Keywords

data mining; ontologies (artificial intelligence); semantic Web; Heraclitus framework; Web site ontology; Web usage mining; World Wide Web; semantic Web adaptation; text mining; topology evolution; Computer vision; Data mining; Information retrieval; Ontologies; Organizing; Semantic Web; Service oriented architecture; Software agents; Topology; Usability; Web usage mining; ontology evolution; semantic Web; semantic Web adaptation; text mining;

fLanguage

English

Journal_Title

Internet Computing, IEEE

Publisher

ieee

ISSN

1089-7801

Type

jour

DOI

10.1109/MIC.2007.59

Filename

4196174