An empirical study of sentiment analysis utilizing machine learning and deep learning algorithms.
Betul ErkantarciGokhan BakalPublished in: J. Comput. Soc. Sci. (2024)
Keyphrases
- sentiment analysis
- machine learning
- learning algorithm
- text classification
- machine learning algorithms
- text mining
- natural language processing
- opinion mining
- deep architectures
- sentiment classification
- learning problems
- multi aspect
- active learning
- sentence level
- learning tasks
- supervised learning
- deep learning
- training data
- user generated
- data mining
- product reviews
- unsupervised learning
- reinforcement learning
- decision trees
- collective classification
- labeled data
- online reviews
- feature selection
- support vector machine
- knowledge discovery
- data analysis
- social networks
- unlabeled data
- knn
- social media
- training set
- natural language
- social media content