Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery.
Cristina ZuherosEugenio Martínez-CámaraEnrique Herrera-ViedmaIyad A. KatibFrancisco HerreraPublished in: Inf. Fusion (2023)
Keyphrases
- sentiment analysis
- deep learning
- subgroup discovery
- product reviews
- decision making
- natural language
- online reviews
- product features
- opinion mining
- natural language processing
- machine learning
- public opinion
- sentiment classification
- data mining
- opinion words
- text classification
- sentence level
- pattern mining
- unsupervised learning
- text mining
- interesting patterns
- data mining tasks
- positive or negative
- sentiment words
- customer reviews
- sentiment polarity
- classification rules
- mental models
- inductive logic programming
- decision support
- decision makers
- pattern discovery
- wordnet
- knowledge representation
- social media
- databases
- decision process
- real world
- information retrieval
- association rules
- pairwise
- probabilistic model
- information extraction
- domain specific
- weakly supervised