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An Approach and an Eclipse Based Environment for Enhancing the Navigation Structure of Web Sites
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· Clustering · Information retrieval · Latent semantic indexing · Semantic clustering · Semantic navigation map
, 2009
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An Eclipse Plug-in to Enhance the Navigation Structure of Web Sites
"... Abstract. This paper presents a process and a tool developed as an Eclipse plug-in for automatically enhancing the navigation structure of Web sites. The process extends each page of a site with a Semantic Navigation Map, i.e., a set of links connecting the page to other pages of the site showing si ..."
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Abstract. This paper presents a process and a tool developed as an Eclipse plug-in for automatically enhancing the navigation structure of Web sites. The process extends each page of a site with a Semantic Navigation Map, i.e., a set of links connecting the page to other pages of the site showing similar or related content. The process uses Latent Semantic Indexing to compute a dissimilarity measure between the pages of the site, a graph theoretic clustering algorithm to identify groups of pages with similar or semantically related content, and AJAX code to extend each page with the corresponding Semantic Navigation Map. Semantic navigation maps for a given Web site are recovered once and kept up to date as new pages are added to the site or content of existing pages is updated. Additionally to presenting the process, the underlying techniques and the tool supporting the process, the paper also presents the results obtained from a case study involving a real world Web site.