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The content and structure of linked information such as sets of web pages or research paper archives are dynamic and keep on changing. Even though different methods are proposed to exploit both the link structure and the content information, no existing approach can effectively deal with this evolution. We propose a novel joint model, called Link-IPLSI, to combine texts and links in a topic modeling...
This paper presents a novel extractive approach which takes advantage of geodesic distance for sentence similarity computation to multi-document summarization task. Based on geodesic distance between every two sentences, the text relationship map is constructed. Sentences with higher degree in the map are selected and grouped into clusters. Finally, sentences with highest degree of each cluster are...
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