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ICADL
2004
Springer

Using Content-Based and Link-Based Analysis in Building Vertical Search Engines

10 years 6 months ago
Using Content-Based and Link-Based Analysis in Building Vertical Search Engines
This paper reports our research in the Web page filtering process in specialized search engine development. We propose a machine-learning-based approach that combines Web content analysis and Web structure analysis. Instead of a bag of words, each Web page is represented by a set of contentbased and link-based features, which can be used as the input for various machine learning algorithms. The proposed approach was implemented using both a feedforward/backpropagation neural network and a support vector machine. An evaluation study was conducted and showed that the proposed approaches performed better than the benchmark approaches.
Michael Chau, Hsinchun Chen
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where ICADL
Authors Michael Chau, Hsinchun Chen
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