The Influence of User Profile and Post Metadata on the Popularity of Image-Based Social Media: A Data Perspective

Shintami Chusnul Hidayati, Muhammad Rizqi Fiqih Thalib, Abdul Munif

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In modern internet communication, social media platforms have emerged as indispensable tools for self-expression, social engagement, and content distribution. Nevertheless, existing research on predicting social media popularity tends to over-look the complex interactions between different characteristics of user profiles, such as geolocation and account type, and post metadata, such as postdate and hashtags. This paper addresses this gap by investigating the factors derived from user profiles and post metadata contributing to content popularity within social media environments, with a specific emphasis on image-sharing. Utilizing a comprehensive dataset, we employ artificial intelligence-based data analytics techniques to uncover patterns, correlations, and predictive models, thereby providing a detailed insight into the dynamics of popularity within these online spaces.

Original languageEnglish
Title of host publication6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages806-811
Number of pages6
ISBN (Electronic)9798350344349
DOIs
Publication statusPublished - 2024
Event6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024 - Osaka, Japan
Duration: 19 Feb 202422 Feb 2024

Publication series

Name6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024

Conference

Conference6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024
Country/TerritoryJapan
CityOsaka
Period19/02/2422/02/24

Keywords

  • community
  • post popularity prediction
  • regression task
  • social media

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