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RESEARCH HIGHLIGHTS

Some of the project highlights of the Department are listed below:

Computational Intelligence

Macro environment and non-company news on stock market performance: A comparative study of media sentiment, public engagement, and prediction models
Staff Dr. CHEN, Li
Objectives
  • To analyze the news coverage by Hong Kong media in past 20 years, and illustrate the longitudinal patterns of news sentiment and related public engagement on interactive media outlets.
  • To explore and discover several useful non-company specific and macro environment indicators from the news patterns that are significantly correlated with market (Hang Seng Index and sub-indices) and specific stock price fluctuations.More
  • To compare predictability and reliability of the found non-company specific news indicators and that of existing company specific tools in financial practices.
  • To develop accurate and efficient computational methods for market indicators identification and media text analysis.


Project in Different Research Areas:

Computational Intelligence Databases and Information Management Networking and Systems Pattern Recognition and Machine Learning
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Department of Computer Science, Hong Kong Baptist University
Hong Kong Baptist University