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Titlebook: Web Technologies Research and Development - APWeb 2005; 7th Asia-Pacific Web Yanchun Zhang,Katsumi Tanaka,Minglu Li Conference proceedings

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0302-9743 hanghai, China during March 29–April 1, 2005. APWeb is an international conference series on WWW technologies and is the primary forum for researchers and practitioners from both academia and industry to exchange knowledge on WWW-related technologies and new advanced applications. APWeb 2005 receive
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An Incremental Subspace Learning Algorithm to Categorize Large Scale Text DataCV1) dataset show that IIS outperforms state-of-the-art Incremental Principal Component Analysis (IPCA) algorithm, a related algorithm, and Information Gain in efficiency and effectiveness respectively.
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A Unified Probabilistic Framework for Clustering Correlated Heterogeneous Web Objectstion) algorithm to estimate the parameters of the mixture model in one latent layer and propagate them to the other one. The experimental results show that our approach effectively combines the content and link features and improves the performance of the clustering.
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A Similarity Reinforcement Algorithm for Heterogeneous Web Pages the intuition that the intra-relationship should affect the inter-relationship, and vice versa. Experimental results on the MSN logs dataset show that our algorithm outperforms the traditional Cosine similarity.
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Level-Based Link Analysisith the level properties of its two endings. Experiments on the topic distillation task of TREC2003 web track show that our algorithm can evidently improve searching results as compared to previous link analysis methods.
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