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Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web. (2007). Das, Sanjiv ; Chen, Mike Y..
In: Management Science.
RePEc:inm:ormnsc:v:53:y:2007:i:9:p:1375-1388.

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  2. Reaching the public with Twitter: The reputation value of CEOs. (2024). Du, Yao ; Thuy, Tran Thi ; Nguyen, Hong Thoa ; Lu, Chien-Lin.
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  3. Not all words are equal: Sentiment and jumps in the cryptocurrency market. (2024). Cepni, Oguzhan ; Caporin, Massimiliano ; Aysan, Ahmet Faruk.
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  4. Investor attention and corporate leverage manipulation. (2024). Mao, Ruoyu ; Guan, Xinle ; Lin, Weizhen ; Chen, Yuxuan ; Ye, Binghui ; Guo, Huitao.
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  5. Media opinion divergence and stock returns: Evidence from China. (2024). Shen, Dehua ; Goodell, John W ; Zhang, Zuochao ; Lahmar, Oumaima.
    In: International Review of Financial Analysis.
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  6. Investor Sentiment in Asset Pricing Models: A Review of Empirical Evidence. (2024). Lis, Szymon.
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  7. Social Media Emotions and Market Behavior. (2024). Vamossy, Domonkos F.
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  8. The identity of social impact venture capitalists: exploring social linguistic positioning and linguistic distinctiveness through text mining. (2023). Colladon, Andrea Fronzetti ; Ughetto, Elisa ; Toschi, Laura.
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  9. A Sentiment Index of the Housing Market in China: Text Mining of Narratives on Social Media. (2023). Li, Keyang ; Liu, Hongyu ; Wu, Jing ; Zhu, Enwei.
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  10. Will the reddit rebellion take you to the moon? Evidence from WallStreetBets. (2023). Wang, Ruixiang ; Morillon, Thibaut G ; Chacon, Ryan G.
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  11. Are You What You Tweet? The Impact of Sentiment on Digital News Consumption and Social Media Sharing. (2023). Phan, Tuan Q ; Goh, Khim-Yong.
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  12. Sentiment of Chinese Tourists towards Malaysia Cultural Heritage Based on Online Travel Reviews. (2023). Teo, Brian Sheng-Xian ; Xu, Heng ; Cao, Zheng.
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  13. Exploring the Multidimensional Perspective of Retail Investors’ Attention: The Mediating Influence of Corporate Governance and Information Disclosure on Corporate Environmental Performance in China. (2023). Ullah, Hafeez ; Zhang, Jiewei ; Wang, Zhenjie.
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  14. News sentiment and CEO retirement: The impact on firm performance and risk. (2023). Liu, Heng ; Hua, Min ; Gao, Ziqing ; Yan, Chao.
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  15. Machine learning sentiment analysis, COVID-19 news and stock market reactions. (2023). Pelizzon, Loriana ; Nofer, Michael ; Hinz, Oliver ; Costola, Michele.
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  16. Did David win a battle or the war against Goliath? Dynamic return and volatility connectedness between the GameStop stock and the high short interest indices. (2023). Zaremba, Adam ; Umar, Zaghum ; Kizys, Renatas ; Aharon, David Y.
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  17. Do credit rating agencies listen to investors’ voices on social media? Evidence from China. (2023). Zhou, Jing ; Yang, Lingxuan ; Liu, YU.
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  18. Divergent opinions on social media. (2023). Miwa, Kotaro.
    In: International Review of Economics & Finance.
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  19. Investor sentiment based on scaled PCA method: A powerful predictor of realized volatility in the Chinese stock market. (2023). Yu, Changrui ; Zhang, Cheng ; Gong, Xiaomin ; Song, Ziyu.
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  20. The colour of finance words. (2023). Rohrer, Maximilian ; Hu, Xiaowen ; Garcia, Diego.
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  21. The power of narrative sentiment in economic forecasts. (2023). Sharpe, Steven ; Hollrah, Christopher A ; Sinha, Nitish R.
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  22. Newspapers tone and the overnight-intraday stock return anomaly. (2023). Schreiber, Ben Z ; Saadon, Yossi.
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  23. Which is more important in stock market forecasting: Attention or sentiment?. (2023). Wu, Ji George ; Zou, Gaofeng ; Li, Yishuo ; Zhang, Xiaotao.
    In: International Review of Financial Analysis.
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  24. Predicting energy futures high-frequency volatility using technical indicators: The role of interaction. (2023). Zhang, Yue ; Ye, Xin ; Gong, Xue.
    In: Energy Economics.
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  25. The British Stock Market, currencies, brexit, and media sentiments: A big data analysis. (2023). Das, Pranab ; Mukherjee, Debashis ; Marjit, Sugata ; Basak, Gopal K ; Yang, Lei.
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  26. Is sentiment the solution to the risk–return puzzle? A (cautionary) note. (2023). Gebka, Bartosz ; Ung, Sze Nie.
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  27. More than words: Can tone of consumer product reviews help predict firms’ fundamentals?. (2023). Jin, Shunyao.
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  28. The informativeness of investor communication with corporate insiders: Evidence from China. (2023). Wang, Song ; Huang, Qinghua ; Ju, Congyi ; Meng, Qingbin.
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  29. “I just like the stock”: The role of Reddit sentiment in the GameStop share rally. (2023). Yarovaya, Larisa ; Xie, Ying ; Lucey, Brian ; Long, Suwan.
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  30. Social media information dissemination and corporate bad news hoarding. (2023). Feng, Lingbing ; He, Feng.
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  31. Social Media Emotions and IPO Returns. (2023). Vamossy, Domonkos F.
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  32. Removing Non-Stationary Knowledge From Pre-Trained Language Models for Entity-Level Sentiment Classification in Finance. (2023). Hahm, Moonjeong ; Kang, Nahyeon ; Lee, Hanwool ; Son, Guijin.
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  33. Bank manager sentiment, loan growth and bank risk. (2022). Cezanne, Thibault ; Bruckbauer, Frank.
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  34. Investor Sentiment in Asset Pricing Models: A Review. (2022). Lis, Szymon.
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  35. The Interplay Between Investor Activity on Virtual Investment Community and the Trading Dynamics: Evidence From the Bitcoin Market. (2022). Xie, Peng.
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  38. A comprehensive study of domain-specific emoji meanings in sentiment classification. (2022). Docherty, Paul ; Olech, Ukasz P ; Mahmoudi, Nader .
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  39. Online public opinion during the first epidemic wave of COVID-19 in China based on Weibo data. (2022). Shi, Zhicheng ; Liu, Zhewei ; Shen, Xiaoqi ; Tong, Chengzhuo ; Zhang, Anshu ; Zeng, Fanxin.
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  40. We Reddit in a Forum: The Influence of Message Boards on Firm Stability. (2022). Oxley, Les ; HU, YANG ; Corbet, Shaen ; Hou, Yang.
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  41. Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach. (2022). Fan, Yangyang ; Zhang, Kunpeng ; Yang, YI.
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  42. Investor Sentiment Index: A Systematic Review. (2022). Puniyani, Amit ; Rahman, Molla Ramizur ; Mohapatra, Sabyasachi ; Prasad, Sourav.
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  43. The informational role of analysts’ textual statements. (2022). Miwa, Kotaro.
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  46. Music sentiment and stock returns around the world. (2022). Edmans, Alex ; Indriawan, Ivan ; Garel, Alexandre ; Fernandez-Perez, Adrian.
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  50. Crowd wisdom and internet searches: What happens when investors search for stocks?. (2022). Shi, Wen ; Jin, YU ; Ye, Qiang ; Geng, Yuedan.
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  51. Another victory of retail investors: Social medias monitoring role on firms earnings management. (2022). Sun, Kunpeng ; Wang, Dan ; Xiao, Xing.
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  52. Does it really pay off for investors to consider information from social media?. (2022). Muck, Matthias ; Klamer, Sebastian ; Eierle, Brigitte.
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  53. Investor sentiment and stock volatility: New evidence. (2022). Wang, Chao ; Zhang, Wei Guo ; Gong, Xue.
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  54. The causal relationship between social media sentiment and stock return: Experimental evidence from an online message forum. (2022). Yuan, Peixuan ; Xu, Weike ; Xiang, Zhiqiang ; Wang, Xinjie.
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  56. Can stock message board sentiment predict future returns? Local versus nonlocal posts. (2022). Wang, NA ; Shao, Ran ; Chang, Yen-Cheng .
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  57. How Government Information Release Affect Stock Market during Dramatic Public Health Shocks? The Intermediating Role of Public Sentiment. (2022). Shangguan, Zijian ; Lv, Benfu ; Liu, Ying ; Zhao, Sijia.
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  63. Predicting stock market volatility based on textual sentiment: A nonlinear analysis. (2021). Zhang, Wei Guo ; Ye, Xin ; Wang, Chao ; Gong, Xue.
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  66. How to gauge investor behavior? A comparison of online investor sentiment measures. (2021). Behrendt, Simon ; Ballinari, Daniele.
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  67. BERT: a sentiment analysis odyssey. (2021). Mishra, Manit ; Alaparthi, Shivaji.
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  68. Real Estate Dictionaries Across Space and Time. (2021). Smith, Patrick S ; Price, Bradley S ; Nowak, Adam D.
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  69. Leveraging Social Media to Predict Continuation and Reversal in Asset Prices. (2021). Creamer, German G ; Houlihan, Patrick.
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  70. Do Individual Investors Trade on Investment-Related Internet Postings?. (2021). Schaub, Nic ; Ammann, Manuel.
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  71. News-Induced Dynamic Networks for Market Signaling: Understanding the Impact of News on Firm Equity Value. (2021). Zhao, Leon J ; Luo, Peng ; Li, Xin ; Chen, Kun.
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  72. Financial Sentiment on Twitters Community and its Connection to Polish Stock Market Movements in Context of Behavior Modelling*. (2021). Dzida, Tomasz ; Wisniewski, Tomasz ; Jedrasiak, Karol ; Klimczak, Katarzyna ; Galuszka, Adam ; Probierz, Eryka.
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  73. Shipping sentiment and the dry bulk shipping freight market: New evidence from newspaper coverage. (2021). Jakher, Astha ; Lee, Jasmine Siu ; Bai, Xiwen.
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  74. Textual sentiment of comments and collapse of P2P platforms: Evidence from Chinas P2P market. (2021). Gong, Xue ; Zhang, Weiguo ; Wang, Chao.
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  75. Stock market reactions to social media: Evidence from WeChat recommendations. (2021). Liu, Haifei ; Zhang, Yuzhao.
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  76. The impacts of investors sentiments on stock returns using fintech approaches. (2021). Wang, Wen-Hao ; Lee, Yen-Hsien ; Lu, Yang-Cheng ; Chung, Chien-Ping ; Fang, Hao.
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  77. Hunting the quicksilver: Using textual news and causality analysis to predict market volatility. (2021). Dionisio, Andreia ; Banerjee, Ameet Kumar ; Mahapatra, Biplab ; Pradhan, H K.
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  78. Can the Chinese volatility index reflect investor sentiment?. (2021). Tang, Yeran ; Zhao, Manyi ; Long, Wen.
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  79. Forecasting stock market volatility: Can the risk aversion measure exert an important role?. (2021). Chang, Xiaoming ; Dai, Zhifeng.
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  80. Is Textual Tone Informative or Inflated for Firm’s Future Value? Evidence from Chinese Listed Firms. (2021). Guo, Jian Luan ; Yao, Xiao ; Wu, Dong Xiao.
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  81. Bragging rights: Does corporate boasting imply value creation?. (2021). Ferris, Stephen P ; Chance, Don M ; Kothari, Pratik.
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  82. Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis. (2021). Pattnaik, Debidutta ; Lim, Weng Marc ; Kumar, Satish ; Goodell, John W.
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  83. Investor emotions and earnings announcements. (2021). Vamossy, Domonkos F.
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  84. A machine learning approach to risk disclosure reporting. (2021). Ferreira, Alexandre ; Resende, Max.
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  85. Music Sentiment and Stock Returns Around the World. (2021). Edmans, Alex ; Indriawan, Ivan ; Garel, Alexandre ; Fernandez, Adrian .
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  86. An Empirical Study of the Dynamic and Differential Effects of Prefunding. (2021). You, Weijia ; Fan, Ming ; Wei, Xiahua ; Tan, Yong.
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  87. Strategic Decision Making in the Digital Age: Expert Sentiment and Corporate Capital Allocation. (2021). Raisch, Sebastian ; Luger, Johannes ; Nauhaus, Steffen .
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  88. EmTract: Investor Emotions and Market Behavior. (2021). Skog, Rolf ; Vamossy, Domonkos.
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  89. Sentiment, emotions and stock market predictability in developed and emerging markets. (2020). Rossouw, Stephanie ; Mwamba, John M ; Greyling, Talita.
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  90. Using social media mining technology to improve stock price forecast accuracy. (2020). Liu, Jinhao ; Huang, Jiayen.
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  91. Tehran stock exchange prediction using sentiment analysis of online textual opinions. (2020). Ghahfarrokhi, Arezoo Hatefi ; Shamsfard, Mehrnoush.
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  92. Individual Investors Attention to Accounting Information: Evidence from Online Financial Communities. (2020). Lerman, Alina.
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  93. Spillover Effects of Fraud Allegations and Investor Sentiment. (2020). Darrough, Masako ; Zhao, Sha ; Huang, Rong.
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  94. The network of firms implied by the news. (2020). Schwenkler, Gustavo ; Zheng, Hannan.
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  95. Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform. (2020). Arena, Marika ; Vantini, Simone ; Calissano, Anna.
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  96. Sentiment analysis and machine learning in finance: a comparison of methods and models on one million messages. (2020). Renault, Thomas.
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  97. First to “Read” the News: News Analytics and Algorithmic Trading. (2020). Keim, Donald B ; von Beschwitz, Bastian ; Massa, Massimo.
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  98. Measuring the Cost of Regulation: A Text-Based Approach. (2020). Calomiris, Charles ; Mamaysky, Harry ; Yang, Ruoke.
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  99. The Power of Narratives in Economic Forecasts. (2020). Sharpe, Steven ; Sinha, Nitish R ; Hollrah, Christopher A.
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  100. How the individual investors took on big data: The effect of panic from the internet stock message boards on stock price crash. (2020). Cheng, Teng Yuan ; Zhu, YU ; Yang, Xiaolan.
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  101. Up the ante: Electronic word of mouth and its effects on firm reputation and performance. (2020). Baabdullah, Abdullah M ; Ilavarasan, Vigneswara P ; Prabhakar, Guru ; Nisar, Tahir M.
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  102. Informational role of social media: Evidence from Twitter sentiment. (2020). Kurov, Alexander ; Gu, Chen.
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  103. The role of text-extracted investor sentiment in Chinese stock price prediction with the enhancement of deep learning. (2020). Wu, JunJie ; Li, Jiahong ; Bu, Hui.
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  104. Wisdom of crowds before the 2007–2009 global financial crisis. (2020). Lin, Chih-Yung ; Chau, Michael.
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  105. Structural breaks in online investor sentiment: A note on the nonstationarity of financial chatter. (2020). Behrendt, Simon ; Ballinari, Daniele.
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  106. Stock mispricing, hard-to-value stocks and the influence of internet stock message boards. (2020). Meng, Yongqiang ; Xiong, Xiong ; Shen, Dehua ; Joseph, Nathan Lael.
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  107. Which sentiment index is more informative to forecast stock market volatility? Evidence from China. (2020). Tang, Linchun ; Liang, Chao ; Wei, YU.
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  108. Social media effect, investor recognition and the cross-section of stock returns. (2020). Li, Youwei ; Feng, XU ; Cao, Xing ; Zhang, Wei ; Meng, Xiangtong.
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  109. Separating the signal from the noise – Financial machine learning for Twitter. (2020). Krauss, Christopher ; Fischer, Thomas G ; Schnaubelt, Matthias.
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  110. When financial literacy meets textual analysis: A conceptual review. (2020). Li, Xiao.
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  111. Análisis de Sentimiento Basado en el Informe de Percepciones de Negocios del Banco Central de Chile. (2020). Avila, Bruno ; Peralta, Hugo ; del Pilar, Maria.
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  112. ECONOMETRICS MEETS SENTIMENT: AN OVERVIEW OF METHODOLOGY AND APPLICATIONS. (2020). Boudt, Kris ; Algaba, Andres ; Borms, Samuel ; Bluteau, Keven ; Ardia, David.
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  113. Social media bots and stock markets. (2020). Talavera, Oleksandr ; Tran, VU ; Fan, Rui.
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  114. Listening to the Noise in Financial Markets. (2020). Arnold, Lutz G ; Russ, David.
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  115. Distillation of News Flow into Analysis of Stock Reactions. (2020). Bommes, Elisabeth ; Chen, Cathy Y ; Hardle, Wolfgang Karl ; Zhang, Junni L.
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  116. Using Machine Learning and Alternative Data to Predict Movements in Market Risk. (2020). Schoutens, Wim ; Davis, Jesse ; Dierckx, Thomas.
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  117. Investor Emotions and Earnings Announcements. (2020). Vamossy, Domonkos F.
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  118. What makes cryptocurrencies special? Investor sentiment and return predictability during the bubble. (2019). Renault, Thomas ; Guo, LI ; Despres, Romeo ; Chen, Cathy Yi-Hsuan.
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  119. Media-expressed tone, Option Characteristics, and Stock Return Predictability. (2019). Liu, Yanchu ; Hardle, Wolfgang Karl ; Fengler, Matthias R ; Chen, Cathy Yi-Hsuan.
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  120. Survey on Classic and Latest Textual Sentiment Analysis Articles and Techniques. (2019). Zheng, Yuanchun ; Guo, Kun ; Li, Wei ; Zhu, Luyao ; Shi, Yong.
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  121. Using long short‐term memory neural networks to analyze SEC 13D filings: A recipe for human and machine interaction. (2019). Aydogdu, Murat ; Saraoglu, Hakan ; Louton, David.
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  122. Skin in the game: personal stock holdings and investors’ response to stock analysis on social media. (2019). Deangelis, Matthew D ; Campbell, John L ; Moon, James R.
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  123. Research streams on digital transformation from a holistic business perspective: a systematic literature review and citation network analysis. (2019). Pakura, Stefanie ; Packmohr, Sven ; Liere-Netheler, Kirsten ; Hausberg, Piet J ; Vogelsang, Kristin.
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  124. Content analysis of business communication: introducing a German dictionary. (2019). Bannier, Christina ; Walter, Andreas ; Pauls, Thomas.
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  125. The relative importance of competition to contagion: evidence from the digital currency market. (2019). Du, Hongwei ; Wu, Jiming ; Xie, Peng.
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  126. Latent semantic analysis of corporate social responsibility reports (with an application to Hellenic firms). (2019). Tsekrekos, Andrianos ; Manousakis, Eleftherios ; Kountouri, Ioanna .
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  127. Information: Hard and Soft. (2019). Liberti, Jose Maria ; Petersen, Mitchell A.
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  128. Does Deceptive Marketing Pay? The Evolution of Consumer Sentiment Surrounding a Pseudo-Product-Harm Crisis. (2019). Song, Reo ; Kim, HO ; Jang, Sungha ; Lee, Gene Moo.
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  129. When Seeing Helps Believing: The Interactive Effects of Previews and Reviews on E-Book Purchases. (2019). Moon, Jae Yun ; Yim, Dobin ; Cho, Daegon ; Choi, Angela Aerry ; Oh, Wonseok.
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  130. Don’t Mention It? Analyzing User-Generated Content Signals for Early Adverse Event Warnings. (2019). Adjeroh, Donald ; Li, Jingjing ; Abbasi, Ahmed ; Zheng, Wanhong ; Abate, Marie.
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  131. Technology in the 21st century: New challenges and opportunities. (2019). Amankwah-Amoah, Joseph ; Sheng, Jie ; Wang, Xiaojun.
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  132. Sentiment contagion analysis of interacting investors: Evidence from China’s stock forum. (2019). Tang, Ye-Ran ; Shi, Yong ; Long, Wen.
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  133. Uncertainty and IPO initial returns: Evidence from the Tone Analysis of China’s IPO Prospectuses. (2019). Zou, Gaofeng ; Meng, Ginger J ; Xiong, Xiong ; Yan, Yumeng.
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  134. How news and its context drive risk and returns around the world. (2019). Mamaysky, Harry ; Calomiris, Charles W.
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  135. Brand perceptions of airports using social networks. (2019). Gitto, Simone ; Mancuso, Paolo .
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  136. Text-based crude oil price forecasting: A deep learning approach. (2019). Wang, Shouyang ; Shang, Wei ; Li, Xuerong.
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  137. Exchange rate disconnect and private information: What can we learn from Euro-Dollar tweets?. (2019). van Wincoop, Eric ; Gholampour, Vahid .
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  138. Comparing automated text classification methods. (2019). Heitmann, Mark ; Schamp, Christina ; Huppertz, Juliana ; Hartmann, Jochen.
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  139. Assimilation of oil news into prices. (2019). McDonald, Bill ; Loughran, Tim ; Pragidis, Ioannis.
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  140. Macro fundamentals or geopolitical events? A textual analysis of news events for crude oil. (2019). Gao, Lin ; Brandt, Michael W.
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  141. British Stock Market, BREXIT and Media Sentiments - A Big Data Analysis. (2019). Yang, Lei ; Mukherjee, Debashis ; Marjit, Sugata ; Das, Pranab Kumar ; Basak, Gopal K.
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  142. Tehran Stock Exchange Prediction Using Sentiment Analysis of Online Textual Opinions. (2019). Shamsfard, Mehrnoush ; Ghahfarrokhi, Arezoo Hatefi.
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  144. Separating the signal from the noise - financial machine learning for Twitter. (2018). Krauss, Christopher ; Fischer, Thomas G ; Schnaubelt, Matthias.
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  145. Textual Sentiment and Sector specific reaction. (2018). Hardle, Wolfgang Karl ; Chen, Cathy Yi-Hsuan ; Bommes, Elisabeth.
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  146. Textual Sentiment, Option Characteristics, and Stock Return Predictability. (2018). Liu, Yanchu ; Hardle, Wolfgang Karl ; Fengler, Matthias R ; Chen, Cathy Yi-Hsuan.
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  147. Founder CEOs and new venture media coverage. (2018). Kolb, Johannes ; Howard, Michael D.
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  148. Textual Sentiment, Option Characteristics, and Stock Return Predictability. (2018). Härdle, Wolfgang ; Fengler, Matthias ; Liu, Yanchu ; Hardle, Wolfgang Karl ; Chen, Cathy Yi-Hsuan.
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  149. Social media bots and stock markets. (2018). Tran, Vu ; Talavera, Oleksandr ; Fan, Rui.
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  150. The Hidden Information Content: Evidence from the Tone of Independent Director Reports. (2018). Talavera, Oleksandr ; Ji, Jiao ; Yin, Shuxing.
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  151. Does connection with @realDonaldTrump affect stock prices?. (2018). Tran, Vu ; Talavera, Oleksandr ; Fan, Rui.
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  152. Opinion mining in management research: the state of the art and the way forward. (2018). Mukhopadhyay, Soumya.
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  153. The emotional review–reward effect: how do reviews increase impulsivity?. (2018). Mahr, Dominik ; Aguirre, Elizabeth ; Grewal, Dhruv ; Motyka, Scott ; Wetzels, Martin ; Ruyter, KO.
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  154. Build a Tourism-Specific Sentiment Lexicon Via Word2vec. (2018). Shi, Yong ; Guo, Kun ; Zhu, Luyao ; Li, Wei ; Zheng, Yuanchun.
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  155. Topic sentiment mining for sales performance prediction in e-commerce. (2018). Lau, Raymond ; Li, Qian ; Xu, Wei ; Yuan, Hui.
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  156. Predicting altcoin returns using social media. (2018). Herff, Christian ; Steinert, Lars.
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  157. Big Data & Macroeconomic Nowcasting: Methodological Review. (2018). Papailias, Fotis ; Kapetanios, George.
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  158. Information: Hard and Soft. (2018). Petersen, Mitchell ; Liberti, Jose.
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  159. How News and Its Context Drive Risk and Returns Around the World. (2018). Calomiris, Charles ; Mamaysky, Harry.
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  160. Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining. (2018). Rena, Yuqing ; Burtch, Gordon ; Adomavicius, Gediminas ; Yang, Mochen.
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  161. Trains and Twitter: Firm generated content, consumer relationship management and message framing. (2018). Nisar, Tahir M ; Prabhakar, Guru.
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  162. Investor sentiment extracted from internet stock message boards and IPO puzzles. (2018). Tsukioka, Yasutomo ; Takada, Teruko ; Yanagi, Junya.
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  163. The cross-correlations between online sentiment proxies: Evidence from Google Trends and Twitter. (2018). Shen, Dehua ; Zhang, Zuochao.
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  164. Optimistic bias of analysts earnings forecasts: Does investor sentiment matter in China?. (2018). Yin, Libo ; Wu, Yanran ; Han, Liyan ; Liu, Tingting.
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  165. Do Chinese internet stock message boards convey firm-specific information?. (2018). Shen, Dehua ; Zhang, Wei ; Li, Xiao.
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  166. How does the stock market absorb shocks?. (2018). Frank, Murray ; Sanati, Ali.
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  167. Learning about noise. (2018). Marmora, Paul ; Rytchkov, Oleg.
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  168. High dimensional data classification and feature selection using support vector machines. (2018). Ghaddar, Bissan ; Naoum-Sawaya, Joe.
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  169. “Much Ado about Nothing”? The Effect of Print Media Tone on Stock Indices. (2018). Schreiber, Ben Z ; Saadon, Yossi ; Rosenboim, Mosi.
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  170. Wisdom of Crowds: Cross‐Sectional Variation in the Informativeness of Third‐Party‐Generated Product Information on Twitter. (2018). Tang, Vicki Wei .
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  171. Predicting FTSE 100 returns and volatility using sentiment analysis. (2018). Johnman, Mark ; Gepp, Adrian ; Vanstone, Bruce James.
    In: Accounting and Finance.
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  172. Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data. (2018). Yu, Philip S ; Fang, Binxing ; Wang, Senzhang ; Li, Yixuan ; Zhang, XI.
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  173. Brand Analysis in Social Network Services: Results from Content Analysis in Twitter Regarding the US Smartphone Market. (2017). Hajikhani, Arash ; Melkas, Helina ; Porras, Jari.
    In: International Journal of Innovation and Technology Management (IJITM).
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  174. The internet as an information intermediary. (2017). Thornock, Jacob R ; Drake, Michael S ; Twedt, Brady J.
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  175. Internet big data and capital markets: a literature review. (2017). Li, Guangzhong ; Ye, Minjian .
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  176. Market sentiment dispersion and its effects on stock return and volatility. (2017). Yang, Yang.
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  177. What can we Learn from Euro-Dollar Tweets?. (2017). van Wincoop, Eric ; Gholampour, Vahid .
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  178. Text as Data. (2017). Gentzkow, Matthew ; Taddy, Matt ; Kelly, Bryan T.
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  179. Cosearch Attention and Stock Return Predictability in Supply Chains. (2017). Kumar, Alok ; Konana, Prabhudev ; Man, Alvin Chung ; Agarwal, Ashish.
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  180. The use of open source internet to analysis and predict stock market trading volume. (2017). Moussa, Faten ; Delhoumi, Ezzeddine ; Benouda, Olfa ; ben Ouda, Olfa .
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  181. A multidisciplinary perspective of big data in management research. (2017). Sheng, Jie ; Wang, Xiaojun ; Amankwah-Amoah, Joseph.
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    RePEc:eee:proeco:v:191:y:2017:i:c:p:97-112.

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  182. The interaction of financial news between mass media and new media: Evidence from news on Chinese stock market. (2017). Shen, Dehua ; Liu, Lanbiao ; Zhang, Zuochao.
    In: Physica A: Statistical Mechanics and its Applications.
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  183. Investor sentiment and stock returns: Evidence from provincial TV audience rating in China. (2017). Shen, Dehua ; ZHANG, YONG JIE .
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  184. News sentiment and jumps in energy spot and futures markets. (2017). Dokumentov, Alexander ; Rotaru, Kristian ; Maslyuk-Escobedo, Svetlana.
    In: Pacific-Basin Finance Journal.
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  185. Intraday online investor sentiment and return patterns in the U.S. stock market. (2017). Renault, Thomas.
    In: Journal of Banking & Finance.
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  186. Divergence of sentiment and stock market trading. (2017). Siganos, Antonios ; Verwijmeren, Patrick ; Vagenas-Nanos, Evangelos.
    In: Journal of Banking & Finance.
    RePEc:eee:jbfina:v:78:y:2017:i:c:p:130-141.

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  187. Celebrities and ordinaries in social networks: Who knows more information?. (2017). An, Yahui ; Jin, XI ; Feng, XU ; Zhang, Yongjie.
    In: Finance Research Letters.
    RePEc:eee:finlet:v:20:y:2017:i:c:p:153-161.

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  188. Are founder CEOs more overconfident than professional CEOs? Evidence from S&P 1500 companies. (2017). Lee, Joon Mahn ; Chen, Hailiang ; Hwang, Byoung-Hyoun.
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  189. Media sentiment, institutional investors and probability of stock price crash: evidence from Chinese stock markets. (2017). Zhu, Yanjian ; Yu, Jing ; Zhang, Hua ; Wu, Zhaoying.
    In: Accounting and Finance.
    RePEc:bla:acctfi:v:57:y:2017:i:5:p:1635-1670.

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  190. Financial media, price discovery, and merger arbitrage. (2016). Zechner, Josef ; Buehlmaier, Matthias ; Matthias, .
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  191. Do Sentiments Matter in Fraud Detection? Estimating Semantic Orientation of Annual Reports. (2016). Goel, Sunita ; Uzuner, Ozlem .
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    RePEc:wly:isacfm:v:23:y:2016:i:3:p:215-239.

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  192. Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research. (2016). Hughes, Mark E ; Garnsey, Margaret R ; Fisher, Ingrid E.
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  193. Mining consumer reviews to generate ratings of different product attributes while producing feature-based review-summary. (2016). Kangale, Akshay ; Tiwari, M K ; Williams, Mark ; Naeem, Mohd Arshad ; Kumar, Krishna S.
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  194. Forecasting stock market returns over multiple time horizons. (2016). Kroujiline, Dimitri ; Govorkov, Boris ; Sharov, Sergey V ; Ushanov, Dmitry ; Gusev, Maxim.
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  195. Stock prices, dividends, earnings, and investor sentiment. (2016). Baek, Chung.
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  196. A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing. (2016). Singh, Param Vir ; Srinivasan, Kannan ; Liu, Xiao.
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  197. Mining Brand Perceptions from Twitter Social Networks. (2016). Culotta, Aron ; Cutler, Jennifer .
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  198. A Commonsense Knowledge-Enabled Textual Analysis Approach for Financial Market Surveillance. (2016). Fung, Terrance ; Wang, Huaiqing ; Zeng, Daniel D ; Sun, Sherry X ; Chen, Kun ; Li, Xin.
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  199. News versus Sentiment : Predicting Stock Returns from News Stories. (2016). Sinha, Nitish R ; Heston, Steven L.
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  200. RETAIL INVESTOR SENTIMENT: CAN WE GOOGLE IT?. (2016). Brochado, Ana .
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  201. Shipping investor sentiment and international stock return predictability. (2016). Papapostolou, Nikos ; Nomikos, Nikos K ; Pouliasis, Panos K ; Kyriakou, Ioannis.
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  202. Risk-taking behavior of technology firms: The role of performance feedback in the video game industry. (2016). , Mark ; Gemser, Gerda ; Wijnberg, Nachoem M.
    In: Technovation.
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  203. Daily happiness and stock returns: Some international evidence. (2016). Teglio, Andrea ; Shen, Dehua ; Zhang, Wei.
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  204. Has microblogging changed stock market behavior? Evidence from China. (2016). Shen, Dehua ; Zhang, Wei ; Jin, XI.
    In: Physica A: Statistical Mechanics and its Applications.
    RePEc:eee:phsmap:v:452:y:2016:i:c:p:151-156.

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  205. Local bias in investor attention: Evidence from Chinas Internet stock message boards. (2016). huang, yuqin ; Wu, Zhiguo ; Qiu, Huiyan .
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  206. Market reaction to internet news: Information diffusion and price pressure. (2016). Shen, Dehua ; ZHANG, YONG JIE ; Song, Weixin .
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  207. Media-expressed negative tone and firm-level stock returns. (2016). Kearney, Colm ; Hutson, Elaine ; Liu, Sha ; Han, Jingguang ; Ahmad, Khurshid .
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  208. Review on Financial Innovations in Big Data Era. (2016). Xiong, Xiong ; Xu, Feng ; Jin, Zhang .
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  209. Textual Analysis in Accounting and Finance: A Survey. (2016). McDonald, Bill ; Loughran, Tim .
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  210. The Value of Crowdsourced Earnings Forecasts. (2016). Johnston, Rick ; Jame, Russell ; Wolfe, Michael C ; Markov, Stanimir.
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  211. Social Media Research: A Narrative Review. (2015). Kick, Markus.
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  212. The impact of individual attributes on knowledge diffusion in web forums. (2015). Chen, Hsinchun ; Jiang, Shan ; Wu, Bing.
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  213. Using Twitter to Predict the Stock Market. (2015). Hinz, Oliver ; Nofer, Michael .
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  214. Forecasting stock market returns over multiple time horizons. (2015). Kroujiline, Dimitri ; Govorkov, Boris ; Sharov, Sergey V ; Ushanov, Dmitry ; Gusev, Maxim.
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  215. CAPM with Sentiment. (2015). Claudio, Boido ; Antonio, Fasano .
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  216. Corporate Transparency and the Impact of Investor Sentiment on Stock Prices. (2015). Ml, Sonia ; Wang, Kailong ; Firth, Michael.
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  217. Distillation of News Flow into Analysis of Stock Reactions. (2015). Härdle, Wolfgang ; Chen, Cathy Y. ; Hardle, Wolfgang K. ; Zhang, Junni L. ; Bommes, Elisabeth .
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  218. The impact of internet stock message boards on cross-sectional returns of small-capitalization stocks. (2015). Leung, Henry ; Ton, Thai .
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  219. Quantifying the effects of online bullishness on international financial markets. (2015). Bollen, Johan ; Counts, Scott ; Mao, Huina .
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  220. Quantifying the effects of online bullishness on international financial markets. (2015). Bollen, Johan ; Counts, Scott ; Mao, Huina .
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  221. Textual sentiment in finance: A survey of methods and models. (2014). Kearney, Colm ; Liu, Sha.
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  222. Predicting Stock Market Returns Based on the Content of Annual Report Narrative: A New Anomaly. (2014). Yekini, Liafisu Sina ; Wisniewski, Tomasz Piotr .
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  223. Database Submission ---Market Dynamics and User-Generated Content About Tablet Computers. (2014). , Roger ; Mai, Feng ; Wang, Xin.
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  224. Research Note —The Allure of Homophily in Social Media: Evidence from Investor Responses on Virtual Communities. (2014). Gu, Bin ; Konana, Prabhudev ; Chen, Hsuanwei Michelle ; Raghunathan, Rajagopal .
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  225. Effective Active Learning Strategies for the Use of Large-Margin Classifiers in Semantic Annotation: An Optimal Parameter Discovery Perspective. (2014). Xu, Kaiquan ; Zhao, Leon J ; Liao, Stephen Shaoyi .
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  226. Investor sentiment from internet message postings and the predictability of stock returns. (2014). Kim, Dongcheol .
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  227. Textual sentiment in finance: A survey of methods and models. (2014). Kearney, Colm ; Liu, Sha.
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  228. History matters: The impact of reviews and sales of earlier versions of a product on consumer and expert reviews of new editions. (2014). Leenders, Mark A. A. M., ; Situmeang, Frederik B. I., ; Wijnberg, Nachoem M..
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  229. Spinning gold: The financial returns to stakeholder engagement. (2014). Henisz, Witold ; Nartey, Lite J. ; Dorobantu, Sinziana .
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  230. Is No News Good News?: The Streaming News Effect on Investor Behavior Surrounding Analyst Stock Revision Announcement. (2014). Okada, Katsuhiko ; Hamuro, Yukinobu ; Azuma, Takahiro ; Titman, Sheridan.
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  231. Tweets and Trades: the Information Content of Stock Microblogs. (2014). Sprenger, Timm O ; Welpe, Isabell M ; Sandner, Philipp G ; Tumasjan, Andranik .
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  232. Private information, overconfidence and intraday trading behaviour: empirical study of the Taiwan stock market. (2013). Ho, Chi Ming .
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  233. The Chinese News Sentiment around Earnings Announcements. (2013). Lu, Yang-Cheng ; Wei, Yu-Chen .
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  234. Which News Moves Stock Prices? A Textual Analysis. (2013). Boudoukh, Jacob ; Kogan, Shimon ; Feldman, Ronen ; Richardson, Matthew.
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  235. Information Valuation and Confirmation Bias in Virtual Communities: Evidence from Stock Message Boards. (2013). Park, Jaehong ; Raghunathan, Rajagopal ; Kumar, Alok ; Gu, Bin ; Konana, Prabhudev.
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  236. Social Media Brand Community and Consumer Behavior: Quantifying the Relative Impact of User- and Marketer-Generated Content. (2013). Lin, Zhijie ; Goh, Khim-Yong ; Heng, Cheng-Suang .
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  237. Social Media and Firm Equity Value. (2013). Luo, Xueming ; Duan, Wenjing ; Zhang, Jie.
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  238. The role of media in the credit crunch: The case of the banking sector. (2013). Wisniewski, Tomasz ; Lambe, Brendan .
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  239. THE INFORMATION CONTENT OF MANAGEMENT EARNINGS FORECASTS: AN ANALYSIS OF HARD VERSUS SOFT INFORMATION. (2013). Cicon, Jim ; Brockman, Paul.
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  240. Do Newspaper Articles Predict Aggregate Stock Returns?. (2012). Ammann, Manuel ; Frey, Roman ; Verhofen, Michael .
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  241. The relationship between online chatter and firm value. (2012). Shively, Tom ; McAlister, Leigh ; Sonnier, Garrett.
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  242. Mine Your Own Business: Market-Structure Surveillance Through Text Mining. (2012). Goldenberg, Jacob ; Feldman, Ronen ; Netzer, Oded ; Fresko, Moshe .
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  243. Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowdsourced Content. (2012). Ghose, Anindya ; Ipeirotis, Panagiotis G. ; Li, Beibei.
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  244. Does Chatter Really Matter? Dynamics of User-Generated Content and Stock Performance. (2012). Tellis, Gerard J. ; Tirunillai, Seshadri .
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  245. Emerging markets research: Trends, issues and future directions. (2012). Kearney, Colm.
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  246. Detecting Deceptive Discussions in Conference Calls. (2012). Larcker, David F. ; Zakolyukina, Anastasia A..
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  247. The CAPS Prediction System and Stock Market Returns. (2011). Zeckhauser, Richard ; Chevalier, Judith ; Avery, Christopher.
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  248. Deriving the Pricing Power of Product Features by Mining Consumer Reviews. (2011). Ghose, Anindya ; Ipeirotis, Panagiotis G. ; Archak, Nikolay .
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  249. The CAPS Prediction System and Stock Market Returns. (2011). Zeckhauser, Richard ; Avery, Christopher N. ; Chevalier, Judith .
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  250. Does Online Chatter Really Matter? Dynamics of User-Generated Content and Stock Performance. (2011). Tellis, G. J. ; Tirunillai, S..
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  251. The CAPS Prediction System and Stock Market Returns. (2011). Zeckhauser, Richard ; Avery, Christopher ; Chevalier, Judith .
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  252. Media Sentiment and UK Stock Returns. (2011). Philip, Dennis ; Ferguson, Nicky J. ; Nicky Herbert Y. T. Lam, ; Guo, Jie Michael .
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  253. Are day traders bias free?—evidence from internet stock message boards. (2010). Zhang, Ying ; Swanson, Peggy .
    In: Journal of Economics and Finance.
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  254. Adverse selection and reputation in a world of cheap talk. (2010). Depken, Craig ; Zhang, Ying.
    In: The Quarterly Review of Economics and Finance.
    RePEc:eee:quaeco:v:50:y:2010:i:4:p:548-558.

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  255. Text?based video content classification for online video?sharing sites. (2010). Chen, Hsinchun ; Fu, Tianjun ; Huang, Chunneng .
    In: Journal of the American Society for Information Science and Technology.
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  256. Soft Information in Earnings Announcements: News or Noise?. (2009). Demers, Elizabeth ; Vega, Clara .
    In: 2009 Meeting Papers.
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  257. A Dynamic Structural Model of User Learning in Mobile Media Content. (2009). Ghose, Anindya ; Han, Sang Pil .
    In: Working Papers.
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  258. The CAPS Prediction System and Stock Market Returns. (2009). Zeckhauser, Richard ; Avery, Christopher N..
    In: Scholarly Articles.
    RePEc:hrv:hksfac:4415901.

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  259. Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets. (2008). Forman, Chris ; Wiesenfeld, Batia ; Ghose, Anindya.
    In: Information Systems Research.
    RePEc:inm:orisre:v:19:y:2008:i:3:p:291-313.

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  260. Soft information in earnings announcements: news or noise?. (2008). Vega, Clara ; Demers, Elizabeth.
    In: International Finance Discussion Papers.
    RePEc:fip:fedgif:951.

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