Reference health
When Can Social Media Lead Financial Markets?
21/21 checkable references clean · checked 2026-08-29
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
5 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 21 checked references that resolve
resolves10.1016/j.bushor.2011.01.005
Social media? Get serious! Understanding the functional building blocks of social media
resolves10.1016/j.intmar.2012.01.003
Popularity of Brand Posts on Brand Fan Pages: An Investigation of the Effects of Social Media Marketing
resolves10.1609/icwsm.v4i1.14031
From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series
resolves10.1016/j.sbspro.2011.10.562
Predicting Stock Market Indicators Through Twitter “I hope it is not as bad as I fear”
resolves10.2139/ssrn.2310621
Predicting Financial Markets with Google Trends and Not so Random Keywords
resolves10.1098/rsta.2010.0284
Complex dynamics of our economic life on different scales: insights from search engine query data
resolves10.1371/journal.pone.0026705
Tracking Traders' Understanding of the Market Using e-Communication Data
resolves10.1145/2479787.2479811
Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from Twitter
resolves10.1016/j.physa.2004.06.144
Mutual information: a measure of dependency for nonlinear time series
resolves10.3390/e16042309
Measures of Causality in Complex Datasets with Application to Financial Data
The 5 references without a DOI — listed, not checked
no DOI — not checkedMislove, A., Lehmann, S., Ahn, Y.-Y., Onnela, J.-P. & Rosenquist, J. N. Understanding the Demographics of Twitter Users. Paper presented at the Fifth International AAAI Conference on Weblogs and Social Media, Barcelona, Spain. Menlo Park, CA, USA: The AAAI Press. (2011 July).
no DOI — not checkedGrossman, S. J. & Stiglitz, J. E. On the Impossibility of Informationally Efficient Markets. Am. Econ. Rev. 70, 393–408 (1980).
no DOI — not checkedMacQueen, J. B. Some Methods for Classification and Analysis of MultiVariate Observations. Paper presented at the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, CA, USA. Berkeley, CA, USA: University of California Press. (1965 June).
no DOI — not checkedD'Souza, S. Brandirectory Global 500 2013 Top Brands. Brandirectory (2013). Available at: http://brandirectory.com/league_tables/table/global-500-2013. Accessed: 29/Oct/2013.
no DOI — not checkedWood, R., Zheludev, I. & Treleaven, P. Mining Social Data with UCL's Social Media Platform. Paper presented at the 2012 International Conference on Data Mining, Las Vegas, NV, USA. Las Vegas, NV, USA: CSREA Press. (2012 July).
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