TY - GEN
T1 - Explainable AI for the Arts
T2 - 15th Conference on Creativity and Cognition, C and C 2023
AU - Bryan-Kinns, Nick
AU - Ford, Corey
AU - Chamberlain, Alan
AU - Benford, Steven David
AU - Kennedy, Helen
AU - Li, Zijin
AU - Qiong, Wu
AU - Xia, Gus G.
AU - Rezwana, Jeba
N1 - Publisher Copyright:
© 2023 ACM.
PY - 2023/6/19
Y1 - 2023/6/19
N2 - This first workshop on explainable AI for the Arts (XAIxArts) brings together a community of researchers and creative practitioners in Human-Computer Interaction (HCI), Interaction Design, AI, explainable AI (XAI), and Digital Arts to explore the role of XAI for the Arts. XAI is a core concern of Human-Centred AI and relies heavily on HCI techniques to explore how complex and difficult to understand AI models such as deep learning techniques can be made more understandable to people. However, XAI research has primarily focused on work-oriented and task-oriented explanations of AI and there has been little research on XAI for creative domains such as the Arts. This workshop will: i) build an XAIxArts research community; ii) map out the current and future possible landscapes of XAIxArts; iii) critically reflect on the potential of XAI for the Arts, forming the basis for an edited book on XAIxArts and an international network of researchers.
AB - This first workshop on explainable AI for the Arts (XAIxArts) brings together a community of researchers and creative practitioners in Human-Computer Interaction (HCI), Interaction Design, AI, explainable AI (XAI), and Digital Arts to explore the role of XAI for the Arts. XAI is a core concern of Human-Centred AI and relies heavily on HCI techniques to explore how complex and difficult to understand AI models such as deep learning techniques can be made more understandable to people. However, XAI research has primarily focused on work-oriented and task-oriented explanations of AI and there has been little research on XAI for creative domains such as the Arts. This workshop will: i) build an XAIxArts research community; ii) map out the current and future possible landscapes of XAIxArts; iii) critically reflect on the potential of XAI for the Arts, forming the basis for an edited book on XAIxArts and an international network of researchers.
KW - Artificial Intelligence (AI)
KW - Human-Computer Interaction (HCI)
KW - Interaction Design
KW - arts
KW - explainable AI (XAI)
KW - generative arts
UR - https://www.scopus.com/pages/publications/85163939727
U2 - 10.1145/3591196.3593517
DO - 10.1145/3591196.3593517
M3 - 会议稿件
AN - SCOPUS:85163939727
T3 - ACM International Conference Proceeding Series
SP - 1
EP - 7
BT - C and C 2023 - Proceedings of the 15th Conference on Creativity and Cognition
PB - Association for Computing Machinery
Y2 - 19 June 2023 through 21 June 2023
ER -