On predicting the popularity of newly emerging hashtags in Twitter

Because of Twitter's popularity and the viral nature of information dissemination on Twitter, predicting which Twitter topics will become popular in the near future becomes a task of considerable economic importance. Many Twitter topics are annotated by hashtags. In this article, we propose met...

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Veröffentlicht in:	Journal of the American Society for Information Science and Technology 2013-07, Vol.64 (7), p.1399-1410
Hauptverfasser:	Ma, Zongyang, Sun, Aixin, Cong, Gao
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Automatic classification Bayesian analysis Bibliometrics. Scientometrics Bibliometrics. Scientometrics. Evaluation Blogs Classification Classifiers content filtering Decision trees Exact sciences and technology Feature extraction Information and communication sciences Information dissemination Information science. Documentation Library and information science. General aspects Peer Acceptance Popularity Predictions Regression analysis Regression models Sciences and techniques of general use Social networks Studies Support vector machines Tagging Text messaging text mining Topics
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