TY - CHAP
T1 - The Impact of Artificial Intelligence and Machine Learning on Visual Communication Design
AU - Chau, Ruth
AU - Ho, Amic
N1 - Publisher Copyright:
© 2023. Published by AHFE Open Access. All rights reserved.
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - Artificial intelligence
KW - Decision-making
KW - Machine learning
KW - Visual communication design
KW - Visual experience
UR - https://www.scopus.com/pages/publications/105031619055
U2 - 10.54941/ahfe1003933
DO - 10.54941/ahfe1003933
M3 - Chapter
AN - SCOPUS:105031619055
VL - 99
T3 - Applied Human Factors and Ergonomics International
SP - 74
EP - 83
BT - Human-Centered Metaverse and Digital Environments
CY - San Francisco
ER -