Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets.
Grigori SidorovSabino Miranda-JiménezFrancisco Viveros JiménezAlexander F. GelbukhNoé Alejandro Castro-SánchezFrancisco VelasquezIsmael Díaz-RangelSergio Suárez GuerraAlejandro TreviñoJuan GordonPublished in: MICAI (1) (2012)
Keyphrases
- empirical studies
- opinion mining
- machine learning
- sentiment analysis
- online product reviews
- customer reviews
- product features
- sentiment classification
- empirical analysis
- social media
- text classification
- topic modeling
- text mining
- natural language processing
- named entities
- opinion mining and sentiment analysis
- machine learning algorithms
- supervised learning
- information extraction
- decision trees
- learning algorithm
- user generated content
- opinion words
- product reviews
- reinforcement learning
- artificial intelligence
- unsupervised learning
- knowledge acquisition
- probabilistic model
- active learning
- public opinion
- comparative sentences