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The Impact of Artificial Intelligence and Machine Learning on Visual Communication Design

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

Powerful technologies like Artificial Intelligence (AI) and Machine Learning (ML) allow us to reinvent the ways in which we integrate information, evaluate data, and put the resultant insights into practice in order to make better choices. AI systems perceive their physical or digital environments through data acquisition, interpretation of the acquired data, or processing of the data to achieve specific goals. Artificial Intelligence and Machine Learning focus on developing unprogrammed, data-driven computer learning algorithms and statistical models. AI and ML have the potential to profoundly change development theory and practice by stimulating a reconsideration of how data and algorithms interact to provide insights into how development issues are identified, analysed, and managed. This case study investigates the influence of explainable AI on visual communication design.

Original languageEnglish
Title of host publicationHuman-Centered Metaverse and Digital Environments
Subtitle of host publicationProceedings of the 14th International Conference on Applied Human Factor and Ergonomics and the Affiliated Conferences. 2023
Place of PublicationSan Francisco
Pages74-83
Number of pages10
Volume99
Edition2023
ISBN (Electronic)978-1-958651-75-9
DOIs
Publication statusPublished - 2023

Publication series

NameApplied Human Factors and Ergonomics International
Volume99
ISSN (Electronic)2771-0718

Keywords

  • Artificial intelligence
  • Decision-making
  • Machine learning
  • Visual communication design
  • Visual experience

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