Enhancing the K-Means Algorithm through a Genetic Algorithm Based on Survey and Social Media Tourism Objectives for Tourism Path Recommendations.
Mohamed A. DamosJun ZhuWeilian LiElhadi KhalifaAbubakr HassanRashad ElhabobAlaa HmEsra EiPublished in: ISPRS Int. J. Geo Inf. (2024)
Keyphrases
- k means
- learning algorithm
- clustering method
- objective function
- computational cost
- times faster
- high accuracy
- preprocessing
- search space
- experimental evaluation
- cost function
- dynamic programming
- tree structure
- detection algorithm
- optimal path
- clustering algorithm
- social media
- data clustering
- hierarchical clustering
- similarity measure
- expectation maximization
- path planning
- data sets
- fuzzy k means
- rough k means
- electronic commerce
- segmentation algorithm
- input data
- np hard
- significant improvement
- evolutionary algorithm
- optimal solution
- neural network