Empirical Analysis of Supervised and Unsupervised Machine Learning Algorithms with Aspect-Based Sentiment Analysis.
Satwinder SinghHarpreet KaurRubal KanoziaGurpreet KaurPublished in: Appl. Comput. Syst. (2023)
Keyphrases
- empirical analysis
- machine learning algorithms
- sentiment analysis
- learning algorithm
- machine learning
- supervised learning
- unsupervised learning
- semi supervised
- sentiment words
- benchmark data sets
- opinion mining
- sentiment lexicon
- text classification
- supervised classifiers
- supervised classification
- empirical studies
- sentiment classification
- standard machine learning algorithms
- decision trees
- theoretical analysis
- weakly supervised
- supervised methods
- machine learning methods
- learning problems
- natural language processing
- sentence level
- text mining
- learning tasks
- online reviews
- multi aspect
- transfer learning
- semi supervised learning
- machine learning approaches
- user generated
- product reviews
- public opinion
- active learning
- training data
- neural network
- databases
- machine learning models
- product features
- knn
- reinforcement learning
- artificial intelligence