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Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science

Por um escritor misterioso

Descrição
Internet memes have become an increasingly pervasive form of contemporary social communication that attracted a lot of research interest recently. In this paper, we analyze the data of 129,326 memes collected from Reddit in the middle of March, 2020, when the most serious coronavirus restrictions were being introduced around the world. This article not only provides a looking glass into the thoughts of Internet users during the COVID-19 pandemic but we also perform a content-based predictive analysis of what makes a meme go viral. Using machine learning methods, we also study what incremental predictive power image related attributes have over textual attributes on meme popularity. We find that the success of a meme can be predicted based on its content alone moderately well, our best performing machine learning model predicts viral memes with AUC=0.68. We also find that both image related and textual attributes have significant incremental predictive power over each other.
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
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Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
IJERPH, Free Full-Text
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Nóra Tenk - Budapest, Budapest, Hungary, Professional Profile
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Sage Reference - The SAGE Handbook of Social Media Research Methods
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Sage Reference - The SAGE Handbook of Social Media Research Methods
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
PDF) Analyzing Behavioral Trends in Community Driven Discussion Platforms Like Reddit
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or Not? Analyzing and Predicting the Popularity of Memes on Reddit, by Hari Chandana
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Beyond laughter and smiles The European Journal of Humour Research
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Memes, Satire, and the Legacy of TV Socialism - VIEW Journal of European Television History and Culture
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Multi-channel Convolutional Neural Network for Precise Meme Classification
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Chapter 23: Digital corporate communication and visual communication in: Handbook on Digital Corporate Communication
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Sage Reference - The SAGE Handbook of Social Media Research Methods
Dank or not? Analyzing and predicting the popularity of memes on Reddit, Applied Network Science
Dank or Not? Analyzing and Predicting the Popularity of Memes on Reddit, by Hari Chandana
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