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Read the News, Not the Books: Forecasting Firms' Long-term Financial Performance via Deep Text Mining.
Shuang (Sophie) Zhai
Zhu (Drew) Zhang
Published in:
ACM Trans. Manag. Inf. Syst. (2023)
Keyphrases
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short term
text mining
long term
stock market
financial news
medium term
financial information
investment decisions
financial ratios
forecasting model
news articles
failure prediction
text documents
financial data
financial services
financial time series
knowledge discovery
stock price
information extraction
natural language processing
information technology
competitive advantage
textual documents
textual data
information systems
foreign exchange
text classification
bankruptcy prediction
data mining
topic models
machine learning
investment strategies
financial forecasting
information retrieval
text categorisation
text clustering
email
stock exchange
online news
developed countries
exchange rate
news items
stock returns
portfolio optimization
news video
financial markets
news stories
web mining
keywords
decision making
scientific literature
trading systems
production cost
databases
user generated content
developing countries
document clustering
digital libraries
offshore outsourcing