Deep Recurrent neural network vs. support vector machine for aspect-based sentiment analysis of Arabic hotels' reviews.
Mohammad Al-SmadiOmar QawasmehMahmoud Al-AyyoubYaser JararwehBrij B. GuptaPublished in: J. Comput. Sci. (2018)
Keyphrases
- recurrent neural networks
- sentiment analysis
- online reviews
- support vector machine
- product reviews
- product features
- opinion mining
- sentiment words
- sentiment lexicon
- sentiment classification
- feed forward
- neural network
- customer reviews
- text classification
- sentence level
- text mining
- recurrent networks
- artificial neural networks
- complex valued
- echo state networks
- support vector machine svm
- multi aspect
- reservoir computing
- user generated
- feature selection
- hidden layer
- support vector
- natural language processing
- feature vectors
- machine learning
- training data
- real world
- information extraction
- databases
- neural network structure
- back propagation
- radial basis function
- feature space
- data mining
- public opinion
- support vector regression
- social networks