What question did this study set out to answer?

This paper aims to analyze and categorize social media popularity prediction methods and their associated challenges.

A survey on social media popularity prediction: concepts, technologies, applications, and challenges

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Survey reviews methods for predicting social media popularity, highlighting challenges and applications in diverse fields.

This paper aims to analyze and categorize social media popularity prediction methods and their associated challenges.
Comprehensive review of social media popularity prediction methods over the last decade.
Development of a novel taxonomy categorizing existing methods into five groups with subclasses.
Analysis of mainstream public datasets and evaluation metrics related to social media popularity.
Introduced a taxonomy of social media popularity prediction methods, detailing their advantages and disadvantages.
Outlined key factors influencing the popularity of content and their implications for various applications.
Discussed future directions and open applications in the field of social media popularity prediction.

Liu et al. (2026) studied this question.

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