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News impact on stock price return via sentiment analysis · Study

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ArticleNews impact on stock price return via sentiment analysis

Xiaodong Li2014

Article2014

News impact on stock price return via sentiment analysis

Xiaodong Li · Haoran Xie · Li Chen · Jianping Wang · Xiaotie Deng

506 citations·0/0 files stored·Knowledge-Based Systems

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Stock Market Forecasting Methods Financial Markets and Investment Strategies Sentiment Analysis and Opinion Mining

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References

2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market 2008More Than Words: Quantifying Language to Measure Firms' Fundamentals 2009Textual analysis of stock market prediction using breaking financial news 2003Behavioral finance

Cited by

2020The predictive power of public Twitter sentiment for forecasting cryptocurrency prices 2017Natural language based financial forecasting: a survey 2020Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong 2021A hybrid model integrating deep learning with investor sentiment analysis for stock price prediction 2020Stock market prediction using machine learning classifiers and social media, news 2017Decision support from financial disclosures with deep neural networks and transfer learning 2019Technical analysis and sentiment embeddings for market trend prediction 2018Listening to Chaotic Whispers

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2014The effect of news and public mood on stock movementsarticle · 4 shared references 2017Web Media and Stock Markets : A Survey and Future Directions from a Big Data Perspectivearticle · 4 shared references 2014Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices informationarticle · 4 shared references 2014Media-aware quantitative trading based on public Web informationarticle · 4 shared references 2017Combining bag-of-words and sentiment features of annual reports to predict abnormal stock returnsarticle · 4 shared references 2018News-based sentiment analysis in real estate: a machine learning approacharticle · 4 shared references

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Year2014

Typearticle

Published2014-04-26

VenueKnowledge-Based Systems

ISSN-L0950-7051

Languageen

Citations506

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1016/j.knosys.2014.04.022

openalex_workW1965235124

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