Personalization In The Semantic Web Era:
A Glance Ahead
Author(s)
P. Markellou, M. Rigou, S. Sirmakessis & A. Tsakalidis
Abstract
The problem of information overload when browsing and searching the web
becomes more and more crucial as the web keeps growing exponentially and
personalization features as the most popular remedy for it. The evolution of
personalization as we experience it in recent years has been dramatically
influenced by web mining, a research area developing around three main axes:
web content, web usage and web structure mining. Lately most research efforts
have moved towards combining techniques from more than one domain to
achieve extreme personalization in large and complicated web structures. The
introduction of the semantic web brings into the picture an enticing dimension:
the ability to semantically link various resources (documents, images, people,
concepts, etc). Without semantic knowledge about the specific application
domain, the identification of underlying properties, attributes and
interconnections has often turned out to be (if not impossible) a time and cost
demanding task. This paper explores the potential introduced for personalization
by combining web content, usage and structure mining with the semantic web
infrastructure and investigates how old problems can now be resolved or
alleviated. Moreover, fields foreseen to produce new scientific results are
identified.
Keywords: personalization, web content, structure and usage mining, semantic
web, ontologies.
Keywords
personalization, web content, structure and usage mining, semantic web, ontologies.
Related Book
Other papers in this volume
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