Artificial Intelligence and Video Game Creation: A Framework for the New Logic of Autonomous Design
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Article{Seidel:2020:JDSR,
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author = "Stefan Seidel and Nicholas Berente and
Aron Lindberg and Kalle Lyytinen and Benoit Martinez and
Jeffrey V Nickerson",
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title = "Artificial Intelligence and Video Game Creation: A
Framework for the New Logic of Autonomous Design",
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journal = "Journal of Digital Social Research",
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year = "2020",
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volume = "2",
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number = "3",
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pages = "126--157",
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month = nov,
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keywords = "genetic algorithms, genetic programming, Artificial
Intelligence, Autonomous Design Tools, Control Theory,
organizing, design, innovation, digital innovation,
control, work",
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URL = "https://jdsr.se/ojs/index.php/jdsr/article/view/46",
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DOI = "doi:10.33621/jdsr.v2i3.46",
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abstract = "Autonomous, intelligent tools are reshaping all sorts
of work practices, including innovative design work.
These tools generate outcomes with little or no user
intervention and produce designs of unprecedented
complexity and originality, ushering profound changes
to how organizations will design and innovate in
future. we formulate conceptual foundations to analyze
the impact of autonomous design tools on design work.
We proceed in two steps. First, we conceptualize
autonomous design tools as rational agents which will
participate in the design process. We show that such
agency can be realized through two separate approaches
of information processing: symbolic and connectionist.
Second, we adopt control theory to unpack the
relationships between the autonomous design tools,
human actors involved in the design, and the
environment in which the tools operate. The proposed
conceptual framework lays a foundation for studying the
new kind of material agency of autonomous design tools
in organizational contexts. We illustrate the
analytical value of the proposed framework by drawing
on two examples from the development of Ubisofts Ghost
Recon Wildlands video game, which relied on such tools.
We conclude by constructing a tentative research agenda
for the research into autonomous design tools and
design work.",
- }
Genetic Programming entries for
Stefan Seidel
Nicholas Berente
Aron Lindberg
Kalle Lyytinen
Benoit Martinez
Jeffrey V Nickerson
Citations