Hybrid Clustering Methods for Web Usage Mining

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Provided by: Creative Commons
Topic: Big Data
Format: PDF
There is a rapid development of World Wide Web in its volume of traffic and the size and complexity of web sites. In this paper, a new approach is presented based on hybrid clustering methods for Web Usage Mining (WUM). The WUM process contains three steps: pre-processing, data mining and result analysis. First, it gives a brief description of the WUM process and Web data, then the presentation of the pre-processing step and the data warehouse that were employed.
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