Easton, Edward, Bernardet, Ulysses and Ekart, Aniko (2019). Tired of Choosing? Just Add Structure and Virtual Reality. IN: Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Proceedings. Castro Pena, María Luz; Ekárt, Anikó and Liapis, Antonios (eds) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11453 . DEU: Springer.
Abstract
Interactive Evolutionary Computation (IEC) systems often suffer from users only performing a small number of generations, a phenomenon known as user fatigue. This is one of the main hindrances to these systems generating complex and aesthetically pleasing pieces of art. This paper presents two novel approaches to addressing the issue by improving user engagement, firstly through using Virtual Environments and secondly improving the predictability of the generated images using a well-defined structure and giving the user more control. To establish their efficacy, the concepts are applied to a series of prototype systems. Our results show that the approaches are effective to some degree. We propose alterations to further improve their implementation in future systems.
Publication DOI: | https://doi.org/10.1007/978-3-030-16667-0_10 |
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Divisions: | College of Engineering & Physical Sciences ?? 50811700Jl ?? College of Engineering & Physical Sciences > Systems analytics research institute (SARI) Aston University (General) |
Additional Information: | © Springer Nature B.V. 2019. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-030-16667-0_10 |
Event Title: | International Conference on Computational Intelligence in Music, Sound, Art and Design (Part of EvoStar) |
Event Type: | Other |
Event Dates: | 2019-04-24 - 2019-04-26 |
Uncontrolled Keywords: | Interactive Evolutionary Computation,User fatigue,Virtual Reality,Theoretical Computer Science,General Computer Science |
ISBN: | 978-3-030-16666-3, 978-3-030-16667-0 |
Last Modified: | 12 Dec 2024 08:39 |
Date Deposited: | 17 Apr 2019 11:49 |
Full Text Link: | |
Related URLs: |
http://link.spr ... -030-16667-0_10
(Publisher URL) http://www.scop ... tnerID=8YFLogxK (Scopus URL) |
PURE Output Type: | Conference contribution |
Published Date: | 2019-03-27 |
Accepted Date: | 2019-03-01 |
Authors: |
Easton, Edward
Bernardet, Ulysses ( 0000-0003-4659-3035) Ekart, Aniko ( 0000-0001-6967-5397) |