El rol de la inteligencia artificial en la detección de tendencias emergentes en publicaciones científicas

Translated title of the contribution: The role of artificial intelligence in detecting emerging trends in scientific publications

Javier Mauricio García Mogollón, William Mauricio Rojas Contreras, Mauricio Sanabria

Research output: Contribution to journalReview articlepeer-review

Abstract

On the one hand, journals face challenges to stay up-to-date and position themselves in a highly changing and competitive environment, which affects their relevance and citations; on the other hand, artificial intelligence (AI) is increasingly a key technology in the publishing industry, due to its ability to process large volumes of data and optimize processes. To identify the relevance and potential of AI tools to improve scientific publication processes and identify emerging trends, this article presents research with a mixed approach, which integrates a systematic review of the literature and collects and analyzes data in scientific publications, particularly in the social sciences. The available AI platforms are reviewed, and their accuracy is evaluated through systematic reviews and comparative analysis. As a result, guidelines are proposed for their proper implementation in editorial processes.

Translated title of the contributionThe role of artificial intelligence in detecting emerging trends in scientific publications
Original languageSpanish
Pages (from-to)63-94
Number of pages32
JournalRevista Cientifica General Jose Maria Cordova
Volume23
Issue number49
DOIs
StatePublished - Jan 2025

All Science Journal Classification (ASJC) codes

  • Safety, Risk, Reliability and Quality
  • Sociology and Political Science
  • Social Sciences (miscellaneous)
  • Safety Research
  • Public Administration
  • Political Science and International Relations
  • Law

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