An Automated Dual-Module Pipeline for Stock Prediction: Integrating N-Perception Period Power Strategy and NLP-Driven Sentiment Analysis for Enhanced Forecasting Accuracy and Investor Insight.
Siddhant SinghArchit ThanikellaPublished in: DeLTA (2023)
Keyphrases
- sentiment analysis
- forecasting accuracy
- load forecasting
- stock market
- natural language processing
- short term
- opinion mining
- hybrid model
- stock price
- forecasting model
- bp neural network
- support vector regression
- text mining
- text classification
- sentence level
- power system
- absolute percentage error
- long term
- neural network model
- prediction model
- sentiment classification
- prediction accuracy
- electric power
- multi aspect
- text categorization
- product features
- data mining
- neural network
- collaborative filtering
- information extraction
- similarity measure
- artificial intelligence
- sentiment lexicon