Performance analysis of Ensemble methods on Twitter sentiment analysis using NLP techniques.
Monisha KanakarajRam Mohana Reddy GuddetiPublished in: ICSC (2015)
Keyphrases
- ensemble methods
- sentiment analysis
- natural language processing
- social media content
- public opinion
- micro blog
- opinion mining
- prediction accuracy
- social media
- random forests
- decision trees
- sentiment classification
- benchmark datasets
- machine learning methods
- sentence level
- base classifiers
- ensemble learning
- social networks
- text classification
- text mining
- bootstrap sampling
- base learners
- micro blogging
- information extraction
- natural language
- machine learning
- online social networks
- machine translation
- product reviews
- user generated content
- text categorization
- positive or negative
- product features
- support vector
- sentiment lexicon
- information retrieval