Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards, The Journal of Finance, vol.59, issue.3, pp.1259-1294, 2004. ,
SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining, Presented at the Proceedings of the Seventh Conference on International Language Resources and Evaluation (LREC'10), 2010. ,
, S&P 500® S&P Dow Jones Indices Index Methodology, 2017.
Twitter mood predicts the stock market, Journal of Computational Science, vol.2, issue.1, pp.1-8, 2011. ,
SemEval2017 Task 5: FineGrained Sentiment Analysis on Financial Microblogs and News, Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval2017), pp.519-535, 2017. ,
, , 2016.
, Social Sentiment Indices Powered by XScores, International Academy, Research, and Industry Association (IARIA)
The SSIX Corpus: A Trilingual Gold Standard Corpus for Sentiment Analysis in Financial Microblogs, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC, 2018. ,
, , 2015.
, SemEval2015 Task 11: Sentiment Analysis of Figurative Language in Twitter, Proceedings of the 9th International Workshop on Semantic Evaluation
, , 2017.
, Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis, Proceedings of the 11th International Workshop on Semantic Evaluation, 2017.
VADER: A Parsimonious RuleBased Model for Sentiment Analysis of Social Media Text, Eighth International AAAI Conference on Weblogs and Social Media, 2014. ,
ECNU at SemEval2017 Task 5: An Ensemble of Regression Algorithms with Effective Features for FineGrained Sentiment Analysis in Financial Domain, Proceedings of the 11th International Workshop on Semantic Evaluation, pp.888-893, 2017. ,
, Speech and Language Processing, 2009.
Sentiment Analysis and Opinion Mining, 2012. ,
When is a Liability not a Liability? Textual Analysis, Dictionaries, and 10Ks, The Journal of Finance, vol.1, issue.66, pp.35-66, 2011. ,
Learning the Roles of Directional Expressions and Domain Concepts in Financial News Analysis, Proceedings of the 2013 IEEE 13th International Conference on Data Mining Workshops, pp.945-954, 2013. ,
Good Debt or Bad Debt: Detecting Semantic Orientations in Economic Texts, Journal of the Association for Information Science and Technology, vol.65, issue.4, pp.782-796, 2013. ,
, , 2012.
, Sense Sentiment Similarity: An Analysis, Proceedings of the TwentySixth AAAI Conference on Artificial Intelligence, pp.1706-1712
Identifying Polarity in Financial Texts for Sentiment Analysis: A Corpusbased Approach, Procedia Social and Behavioral Sciences, vol.198, pp.330-338, 2015. ,
A new ANEW: Evaluation of a word list for sentiment analysis in microblogs, Proceedings of the ESWC2011 Workshop on 'Making Sense of Microposts': Big things come in small packages, vol.718, pp.93-98, 2011. ,
Topicdependent Sentiment Analysis of Financial Blogs, Proceedings of the 1st International CIKM Workshop on Topicsentiment Analysis for Mass Opinion, pp.9-16, 2009. ,
Opinion Mining and Sentiment Analysis, Found. Trends Inf. Retr, vol.2, issue.1-2, pp.1-135, 2008. ,
Evaluating sentiment in financial news articles, Decision Support Systems, vol.53, issue.3, pp.458-464, 2012. ,
Tweets and Trades: the Information Content of Stock Microblogs, European Financial Management, vol.20, issue.5, pp.926-957, 2014. ,
Dropout: A Simple Way to Prevent Neural Networks from Overfitting, Journal of Machine Learning Research, vol.15, pp.1929-1958, 2014. ,
Giving Content to Investor Sentiment: The Role of Media in the Stock Market, The Journal of Finance, vol.62, issue.3, pp.1139-1168, 2007. ,
Annotating Expressions of Opinions and Emotions in Language. Language Resources and Evaluation, vol.39, pp.165-210, 2005. ,