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Semantic Web approach to smart link generation for Web navigations
Author(s) -
Kao ShangJuh,
Hsu IChing
Publication year - 2006
Publication title -
software: practice and experience
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.437
H-Index - 70
eISSN - 1097-024X
pISSN - 0038-0644
DOI - 10.1002/spe.789
Subject(s) - computer science , world wide web , semantic web stack , semantic web , information retrieval , semantic web rule language , data web , social semantic web , web modeling , web standards , xml , web page , semantic analytics
Abstract The rapid development of the Internet has led to diverse applications of accessing various Web resources, such as Web pages, XML documents, pictures and video and audio files. Intelligently discovering how these Web resources are related in order to enable effective Web surfing is a current challenge in Internet development. The XML Link Language (XLink), which is a W3C recommendation for describing the relationships among Web resources, is a potential solution to this problem. However, XLink is still short of knowledge representation in handling computer‐interpretable effects, such as dynamic link generations. This study attempts to integrate knowledge into XLink by defining a multi‐layered semantic framework. The proposed framework is across four layers of the semantic Web stack, including the URI layer, XML (XLink) layer, ontology layer and rule layer, to facilitate machine understanding. The ontology, which is based on description logics, provides sound reasoning, while the rule is a logic program built on top of an ontology to support complementary inference capabilities. Based on the multi‐layered semantic framework, an intelligent XLink shell, called XLinker, is also developed to facilitate three semantic approaches of linking associations, i.e. XLink‐based metadata, ontology‐based reasoning and rule‐based inference. To demonstrate the feasibility of XLinker, an XLink Transcoding Web Server is also implemented to reveal smart hyperlink generation for Web navigations. Copyright © 2006 John Wiley & Sons, Ltd.