Advanced Web Usage Mining Algorithm using Neural Network and Principal Component Analysis

Provided by: International Journal of Computer Science and Communication Networks (IJCSCN)
Topic: Data Management
Format: PDF
Web usage mining becomes a vital aspect in network traffic analysis. Previous study on web usage mining using a synchronized clustering, neural based approach has shown that the usage trend analysis very much depends on the performance of the clustering of the number of requests. Self organizing networks are useful for representation of building unsupervised learning, clustering, and visualization and feature maps. The preprocessed web log files are used for clustering. Growing neural gas is one of the types of self organizing networks.

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