A New Clustering Approach based on Page's Path Similarity for Navigation Patterns Mining
Heidar MamosianAmir Masoud RahmaniMashalla Abbasi DezfouliPublished in: CoRR (2010)
Keyphrases
- similarity function
- clustering method
- website
- clustering algorithm
- similarity calculation
- distance metric
- data mining tasks
- similarity assessment
- cosine similarity
- dissimilarity measure
- data mining
- similarity measure
- data clustering
- cluster analysis
- k means
- multiple data streams
- semantic similarity
- clustering analysis
- categorical data
- outlier detection
- multidimensional scaling
- similar objects
- text mining
- high similarity
- similarity computation
- document clustering
- intra cluster
- web sessions
- normalized cut
- measuring similarity
- mining algorithm
- spectral clustering
- web mining
- distance function
- shortest path
- itemsets
- knowledge discovery
- web pages
- pattern mining
- user behavior
- self organizing maps
- frequent itemsets
- unsupervised learning
- distance measure
- similarity graph
- pairwise