ScoredKNN: An Efficient KNN Recommender Based on Dimensionality Reduction for Big Data.
Seda Polat ErdenizIlhan AdiyamanTevfik InceAta GürAlexander FelfernigPublished in: ISMIS (2024)
Keyphrases
- big data
- knn
- dimensionality reduction
- k nearest neighbor
- dimensionality reduction methods
- nearest neighbor
- cloud computing
- feature selection
- text categorization
- data management
- k nearest neighbour
- big data analytics
- data analysis
- knn algorithm
- social media
- distance function
- pattern recognition
- feature extraction
- business intelligence
- high dimensional data
- text classification
- vast amounts of data
- high dimensional
- knowledge discovery
- data warehousing
- data processing
- principal component analysis
- k nearest
- euclidean distance
- input space
- nearest neighbour
- support vector
- similarity search
- low dimensional
- data science
- knn classifier
- database
- databases
- manifold learning
- support vector machine
- massive datasets
- neural network
- real world
- knn classification