Extraction of sentences concerning business performance forecast and economic forecast from summaries of financial statements by deep learning.
Shiori KitamoriHiroyuki SakaiHiroki SakajiPublished in: SSCI (2017)
Keyphrases
- deep learning
- financial statements
- short term
- machine learning
- financial crisis
- early warning
- unsupervised learning
- long term
- financial data
- unsupervised feature learning
- decision support system
- automatic extraction
- natural language
- pairwise
- weakly supervised
- pattern recognition
- forecasting model
- decision making
- data mining