Interactive Mining of User-Preferred Co-location Patterns Based on SVM.
Yuxiang ZhangXuguang BaoLiang ChangTianlong GuPublished in: Intelligent Information Processing (2022)
Keyphrases
- pattern mining
- user interaction
- support vector
- data mining techniques
- frequent patterns
- support vector machine
- interesting patterns
- sequential patterns
- web logs
- location information
- support vector machine svm
- sequential pattern mining
- emerging patterns
- movement patterns
- previously unknown
- mixed initiative
- mining frequent
- mining patterns
- user preferences
- web mining
- repeating patterns
- machine learning
- mining algorithm
- closed patterns
- user interface
- training data
- feature space
- data mining
- feature vectors
- knowledge discovery
- knn
- svm classifier
- user profiles
- multi class
- end users
- pattern discovery
- collaborative filtering
- feature selection
- transactional databases
- clickstream data
- user behavior patterns
- multiple data streams
- decision trees
- geographic location
- spatial datasets
- transactional data
- periodic patterns
- spatial features
- mobile devices
- discovery process
- frequent pattern mining
- itemsets