Exploring Segmentation in eTourism: Clustering User Characteristics in Hotel Booking Situations Using k-Means.
Stefan EiblRobert A. FinaAndreas AuingerPublished in: HCI (37) (2024)
Keyphrases
- k means
- clustering algorithm
- clustering method
- unsupervised clustering
- data clustering
- spectral clustering
- hierarchical clustering
- normalized cut
- cluster analysis
- document clustering
- self organizing maps
- agglomerative clustering
- expectation maximization
- level set
- current situation
- constrained clustering
- text clustering
- segmentation method
- fuzzy clustering algorithm
- fuzzy k means
- multiscale
- segmentation algorithm
- user interaction
- unsupervised learning
- user interface
- image segmentation
- initial cluster centers
- cluster ensemble
- clustering approaches
- cluster centers
- medical images
- end users
- bayesian information criterion
- shape prior
- user profiles
- agglomerative hierarchical clustering
- rough k means
- classical clustering algorithms
- bisecting k means
- kohonen self organizing maps