Going Back in Time to Predict the Future - The Complex Role of the Data Collection Period in Social Media Analytics

In the context of events that involve public voting, such as televised competitions or elections, it has increasingly been recognized that communication data from social media is related to the outcome. Existing studies mainly analyse the number of messages and their sentiment, yet the role of diffe...

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Bibliographic Details
Published in:	Information systems frontiers 2020-04, Vol.22 (2), p.395-409
Main Authors:	Stieglitz, Stefan, Meske, Christian, Ross, Björn, Mirbabaie, Milad
Format:	Article
Language:	English
Subjects:	Business and Management Communication Control Data collection Digital media Elections Emotions Information systems IT in Business Management of Computing and Information Systems Mass media Mass media effects Operations Research/Decision Theory Predictive analytics Social media Social network analysis Social networks Systems Theory Usefulness Voting
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Online Access:	Get full text
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