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篇名
Are Stock Markets Driven More by Sentiments than Efficiency?
並列篇名
Are Stock Markets Driven More by Sentiments than Efficiency?
作者 Miroslawa Lasek (Miroslawa Lasek)Jan Lasek (Jan Lasek)
英文摘要
In this paper, we investigate whether the sentiment contained in text of news items influences a company's stock price. With the means of sentiment analysis, a quantitative approach for measuring sentiment in text, we derive scores for positive and negative sentiment contained in news. Next, we relate these quantities to stock market prices. By regression analysis we show that the sentiment contained in text of news items affects a company's stock prices. This reveals that human sentiments influence capital markets and shows the potential of sentiment analysis as a quantitative approach to measure opinion with possible applications in e.g. public opinion tracking or brand and product management.
起訖頁 53-62
關鍵詞 Theory reviewactor-networkfuzzy setsconstraintsstakeholderutility
刊名 Journal of Engineering, Project, and Production Management  
期數 201601 (6:1期)
出版單位 Association of Engineering, Project, and Production Management
該期刊-上一篇 Recent Trends in Theory Use and Application within the Project Management Discipline
該期刊-下一篇 Impact of Flexibility of Manufacturing System Components on Competitiveness of SMEs in Northern India
 

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