Assessing dynamic qualities of investor sentiments for stock recommendation

作者: Jun Chang , Wenting Tu , Changrui Yu , Chuan Qin

DOI: 10.1016/J.IPM.2020.102452

关键词: BusinessMicroeconomicsQuality measurementStock (geology)

摘要: Investor based social networks enable investors to share sentiments (eg, bullish or bearish) about stock trends. Modeling and predicting the qualities of investor sentiments is a critical …

参考文章(53)
Arindam Banerjee, Puja Das, Nicholas Johnson, Online lazy updates for portfolio selection with transaction costs national conference on artificial intelligence. pp. 202- 208 ,(2013)
Sanjiv Sabherwal, Salil K. Sarkar, Ying Zhang, Do internet stock message boards influence trading? Evidence from heavily discussed stocks with no fundamental news Journal of Business Finance & Accounting. ,vol. 38, pp. 1209- 1237 ,(2011) , 10.1111/J.1468-5957.2011.02258.X
John Magee, Robert D. Edwards, W. H. C. Bassetti, Technical Analysis of Stock Trends ,(1966)
Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi, Fame for sale decision support systems. ,vol. 80, pp. 56- 71 ,(2015) , 10.1016/J.DSS.2015.09.003
Moshe Fresko, Roy Bar-Haim, Ronen Feldman, Guy Goldstein, Elad Dinur, Identifying and Following Expert Investors in Stock Microblogs empirical methods in natural language processing. pp. 1310- 1319 ,(2011)
Robert P. Schumaker, Hsinchun Chen, A quantitative stock prediction system based on financial news Information Processing and Management. ,vol. 45, pp. 571- 583 ,(2009) , 10.1016/J.IPM.2009.05.001
Bin Li, Steven C. H. Hoi, Online portfolio selection: A survey ACM Computing Surveys. ,vol. 46, pp. 35- ,(2014) , 10.1145/2512962
J. Bobadilla, F. Ortega, A. Hernando, A. Gutiérrez, Recommender systems survey Knowledge Based Systems. ,vol. 46, pp. 109- 132 ,(2013) , 10.1016/J.KNOSYS.2013.03.012
Gang Wang, Tianyi Wang, Bolun Wang, Divya Sambasivan, Zengbin Zhang, Haitao Zheng, Ben Y. Zhao, Crowds on Wall Street: Extracting Value from Collaborative Investing Platforms conference on computer supported cooperative work. pp. 17- 30 ,(2015) , 10.1145/2675133.2675144
Jörg Gottschlich, Oliver Hinz, A decision support system for stock investment recommendations using collective wisdom decision support systems. ,vol. 59, pp. 52- 62 ,(2014) , 10.1016/J.DSS.2013.10.005