A New Approach to Organize the Results of Searching the Web, Using a Combination of Ranking and Genetic Structure-Based Clustering

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Provided by: International Journal of Computer Applications
Topic: Big Data
Format: PDF
Web mining means searching the web for find specific information. Web mining operation should be done in a way to give the best results to the user. Two of the best methods in this area are clustering and ranking web pages. The hereby-proposed method is a new approach which is a combination of the above-mentioned methods. In the proposed method, first, the web graph is clustered in two phases, based on structural equivalences; next, each cluster is scored according to its value; then, ranking is done on all present pages in the clusters; and, finally, the final rank of each web page would be the result of multiplying these two values.
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