Mining Financial News to Forecast Intraday Stock Price Movements
Simon Bacher
Broschiertes Buch

Mining Financial News to Forecast Intraday Stock Price Movements

Computer Science Research

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In this work, we develop a system that analyzes unstructured financial news using text classification in order to forecast stock price trends. We review similar systems to build on successful ideas and combine them with novel approaches. We discuss the different types of news that are potentially relevant to the stock prices and choose news sources for the system accordingly. To eliminate irrelevant news, we present suitable filtering approaches such as the implementation of a rule-based thesaurus. We develop an automatic labeling approach and compare it to a manual labeling approach. We evalu...