Twitter Feature Selection and Classification Using Support Vector Machine for Aspect-Based Sentiment Analysis.
Nurulhuda ZainuddinAli SelamatRoliana IbrahimPublished in: IEA/AIE (2016)
Keyphrases
- sentiment analysis
- feature selection and classification
- support vector machine
- feature selection
- social media content
- public opinion
- text classification
- sentiment words
- opinion mining
- sentiment lexicon
- micro blog
- sentiment classification
- social media
- selected features
- high dimensionality
- multi class
- svm classifier
- support vector machine svm
- support vector
- text mining
- sentence level
- machine learning
- kernel function
- classification method
- feature space
- online reviews
- product features
- k nearest neighbor
- feature set
- dimensionality reduction
- classification algorithm
- product reviews
- online social networks
- feature vectors
- feature extraction
- training set
- natural language processing
- social networking
- learning algorithm
- data mining
- optimal parameters
- user generated content
- text categorization
- data sets