| 期刊論文1. | Hagenau, M.、Liebmann, M.、Neumann, D.(2013)。Automated news reading: Stock price prediction based on financial news using context-capturing features。Decision Support Systems,55(3),685-697。 | 2. | Schumaker, R. P.、Zhang, Y.、Huang, C.-N.、Chen, H.(2012)。Evaluating sentiment in financial news articles。Decision Support Systems,53(3),458-464。 | 3. | Tetlock, P. C.(2011)。All the news that's fit to reprint: do investors react to stale information?。The Review of Financial Studies,24(5),1481-1512。 | 4. | LeBaron, B.、Arthur, W. B.、Palmer, R.(1999)。Time Series Properties of an Artificial Stock Market。Journal of Economic Dynamics and Control,23(9/10),1487-1516。 | 5. | Bollen, Johan、Mao, Huina、Zeng, Xiaojun(2011)。Twitter mood predicts the stock market。Journal of Computational Science,2(1),1-8。 | 6. | Lu, C. J.、Lee, T. S.、Chiu, C. C.(2009)。Financial time series forecasting using independent component analysis and support vector regression。Decision Support Systems,47(2),115-125。 | 7. | Yu, L.-C.、Wu, J. L.、Chang, P.-C.、Chu, H.-S.(2013)。Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news。Knowledge-Based Systems,41,89-97。 | 8. | Groth, S. S.、Muntermann, J.(2011)。An intraday market risk management approach based on textual analysis。Decision Support Systems,50(4),680-691。 | 9. | Tetlock, Paul C.、Saar-Tsechansky, Maytal、Macskassy, Sofus(2008)。More than words: Quantifying language to measure firms' fundamentals。The Journal of Finance,63(3),1437-1467。 | 10. | Rui, Huaxia、Liu, Yizao、Whinston, Andrew B.(2013)。Whose and what chatter matters? The effect of tweets on movie sales。Decision Support Systems,55(4),863-870。 | 11. | Leigh, W.、Purvis, R.、Ragusa, J. M.(2002)。Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: a case study in romantic decision support。Decision Support Systems,32(4),361-377。 | 12. | 黃金蘭、Chung, Cindy K.、Hui, Natalie、林以正、謝亦泰、Lam, Ben C. P.、程威銓、Bond, Michael H.、Pennebaker, James W.(20120600)。中文版「語文探索與字詞計算」詞典之建立。中華心理學刊,54(2),185-201。 延伸查詢 | 13. | Nassirtoussi, Arman Khadjeh、Aghabozorgi, Saeed、Wah, Teh Ying、Ngo, David Chek Ling(2014)。Text mining for market prediction: A systematic review。Expert Systems with Applications,41(16),7653-7670。 | 14. | Ravi, K.、Ravi, V.(2015)。A survey on opinion mining and sentiment analysis: tasks, approaches and applications。Knowledge-Based Systems,89,14-46。 | 15. | Hao, P.-Y.(2016)。Support vector classification with fuzzy hyperplane。Journal of Intelligent & Fuzzy Systems,30(3),1431-1443。 | 16. | Kang, D.、Park, Y.(2013)。Review-based measurement of customer satisfaction in mobile service: Sentiment analysis and VIKOR approach。Expert Systems with Applications,41(4 Part 1),1041-1050。 | 17. | Li, X.、Xie, H.、Chen, L.、Wang, J.、Deng, X.(2014)。News impact on stock price return via sentiment analysis。Knowledge-Based Systems,69,14-23。 | 18. | An, W.、Liang, M.(2013)。Fuzzy support vector machine based on within-class scatter for classification problems with outliers or noises。Neurocomputing,110,101-110。 | 19. | Bahrepour, M.、Akbarzadeh-T, M.-R.、Yaghoobi, M.、Naghibi-S, M.-B.(2011)。An adaptive ordered fuzzy time series with application to FOREX。Expert Systems with Applications,38(1),475-485。 | 20. | Li, F.(2010)。Textual analysis of corporate disclosures: A survey of the literature。Journal of Accounting Literature,29,143-165。 | 21. | Li, Y. M.、Li, T.-Y.(2013)。Deriving market intelligence from microblogs。Decision Support Systems,55(1),206-217。 | 22. | Lin, C.-F.、Wang, S.-D.(2002)。Fuzzy support vector machines。IEEE Transactions on Neural Networks,13(2),464-471。 | 23. | Nizer, P. S. M.、Nievola, J. C.(2012)。Predicting published news effect in the Brazilian stock marke。Expert Systems with Applications,39(12),10674-10680。 | 24. | Mabu, S.、Hirasawa, K.、Obayashi, M.、Kuremoto, T.(2013)。Enhanced decision making mechanism of rule-based genetic network programming for creating stock trading signals。Expert Systems with Applications,40(16),6311-6320。 | 25. | Ryan, P.、Taffler, R. J.(2004)。Are economically significant stock returns and trading volumes driven by firm specific news releases?。Journal of Business Finance & Accounting,31(1/2),49-82。 | 26. | Premanode, B.、Toumazou, C.(2013)。Improving prediction of exchange rates using differential EMD。Expert Systems with Applications,40(1),377-384。 | 27. | Ranco, G.、Aleksovski, D.、Caldarelli, G.、Grčar, M.、Mozetič, I.(2015)。The effects of Twitter sentiment on stock price returns。PLoS ONE,10(9),e0138441。 | 28. | Schumaker, Robert P.、Chen, Hsinchun(2009)。Textual analysis of stock market prediction using breaking financial news: the AZFin text system。ACM Transactions on Information Systems,27(2),1-19。 | 29. | Sermpinis, G.、Laws, J.、Karathanasopoulos, A.、Dunis, C. L.(2012)。Forecasting and trading the EUR/USD exchange rate with gene expression and psi sigma neural networks。Expert Systems with Applications,39(10),8865-8877。 | 30. | Weng, B.、Ahmed, M. A.、Megahed, F. M.(2017)。Stock market one-day ahead movement prediction using disparate data sources。Expert Systems With Applications,79,153-163。 | 31. | Wu, D.、Fung, G. P. C.、Yu, J. X.、Pan, Q.(2009)。Stock prediction: An event-driven approach based on bursty keywords。Frontiers Computer Science in China,3(2),145-157。 | 32. | Yu, H.、Nartea, G. V.、Gan, C.、Yao, L. J.(2013)。Predictive ability and profitability of simple technical trading rules: Recent evidence from Southeast Asian stock markets。International Review of Economics and Finance,25,356-371。 | 33. | Fama, Eugene F.(1991)。Efficient Capital Markets。Journal of Finance,46(5),1575-1617。 | 34. | Zadeh, Lotfi Asker(1965)。Fuzzy sets。Information and Control,8(3),338-353。 | 35. | Blei, David M.、Ng, Andrew Y.、Jordan, Michael I.(2003)。Latent Dirichlet allocation。Journal of Machine Learning Research,3(4/5),993-1022。 | 36. | Walczak, S.(2001)。An Empirical Analysis of Data Requirements for Financial Forecasting with Neural Networks。Journal of Management Information Systems,17(4),203-222。 | 會議論文1. | Si, J.、Mukherjee, A.、Liu, B.、Li, Q.、Li, H.、Deng, X.(2013)。Exploiting Topic based Twitter Sentiment for Stock Prediction。The 51st Annual Meeting of the Association for Computational Linguistics。The Association for Computer Linguistics。24-29。 | 2. | Shi, Y.、Eberhart, R. C.(1998)。A modified particle swarm optimizer。IEEE Congress on Evolutionary Computation,IEEE Service Center 69-73。 | 3. | Kennedy, J.、Eberhart, R. C.(1995)。Particle swarm optimization。The IEEE International Conference on Neural Networks,(會議日期: 1995/11/27-1995/12/01),1942-1948。 | 4. | Kennedy, J.、Eberhart, R. C.(1997)。A discrete binary version of the particle swarm algorithm。1997 IEEE International Conference on Systems, Man, and Cybernetics,(會議日期: 1997/10/12)。Orlando, FL:Computational Cybernetics and Simulation。4104-4108。 | 5. | Day, M.-Y.、Lee, C.-C.(2016)。Deep learning for financial sentiment analysis on finance news providers。2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining。 | 6. | Vu, T. T.、Chang, S.、Ha, Q. T.、Collier, N.(2012)。An experiment in integrating sentiment features for tech stock prediction in Twitter。Workshop on Information Extraction and Entity Analytics on Social Media Data。The COLING 2012 Organizing Committee。23-38。 | 圖書1. | Vapnik, V. N.(1995)。The Nature of Statistical Learning Theory。Springer-Verlag。 | 圖書論文1. | Liu, B.、Zhang, L.(2012)。A survey of opinion mining and sentiment analysis。Mining Text Data。New York:Springer。 | 2. | Fung, G. P. C.、Yu, J. X.、Lam, W.(2002)。News sensitive stock trend prediction。Advances in Knowledge Discovery and Data Mining。 | |
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