FCE-SVM: a new cluster based ensemble method for opinion mining from social media.
Gang WangDaqing ZhengShanlin YangJian MaPublished in: Inf. Syst. E Bus. Manag. (2018)
Keyphrases
- opinion mining
- ensemble methods
- social media
- generalization ability
- public opinion
- sentiment analysis
- prediction accuracy
- ensemble classifier
- support vector machine svm
- support vector
- benchmark datasets
- ensemble learning
- decision trees
- machine learning methods
- random forest
- support vector machine
- base classifiers
- topic modeling
- svm classifier
- online product reviews
- product reviews
- knn
- feature vectors
- customer reviews
- feature selection
- social networks
- machine learning
- training data
- sentiment classification
- kernel function
- text classification
- user generated content
- subspace methods
- classification algorithm
- feature subset
- active learning
- feature space
- information retrieval