Call for Critical and Speculative Design in Human-Computer Co-creativity: An Overview Study
Paper i proceeding, 2023
learning (ML) has demonstrated their potential to impact
human-computer interaction (HCI) in general and human-
computer co-creativity in particular. Therefore, we want to
provide a systematic literature overview of computational co-
creativity research so far. In total, 916 articles from Sco-
pus and Web of Science databases were pulled. Bibliometric
analysis of their abstracts and a Latent Dirichlet Allocation
(LDA) topic modeling on their full text was conducted to re-
veal what is covered in the previous academic discussions on
human-computer co-creativity. The results of these analyses
demonstrate that current research mostly focuses on technol-
ogy, overlooking the role of design. Accordingly, we call
for more design-oriented research to develop a more com-
prehensive understanding of human-computer co-creativity,
especially from critical and speculative design perspectives.
co-creativity
speculative design
overview study
human-computer in- teraction
computational co-creativity
critical design
Författare
Xuechen Liu
Chalmers, Data- och informationsteknik, Data Science och AI
Yuxuan Huang
City University of Hong Kong
Jussi Holopainen
City University of Hong Kong
Proceedings of the 14th International Conference on Computational Creativity
978-989-54160-5-9 (ISSN)
, ,
Ämneskategorier (SSIF 2011)
Elektroteknik och elektronik