Baseline evaluation: an empirical study of the performance of machine learning algorithms in short snippet sentiment analysis.
Farag SaadPublished in: I-KNOW (2014)
Keyphrases
- machine learning algorithms
- sentiment analysis
- benchmark data sets
- opinion mining
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- sentiment classification
- text classification
- learning problems
- learning tasks
- natural language processing
- multi aspect
- machine learning approaches
- machine learning models
- random forests
- standard machine learning algorithms
- sentence level
- online reviews
- text mining
- user generated
- product features
- transfer learning
- learning models
- probabilistic model
- collaborative filtering
- social networks
- artificial intelligence
- real world
- neural network
- sentiment lexicon
- social media content
- databases