Artistic Fusion: Exploring the Potential of AI-Generated Artwork in Enabling Creative Expression with People with Intellectual Disabilities
Authors: 
Leandro S. Guedes, Saminda Sundeepa Balasuriya, Laurianne Sitbon, Monica LandoniAuthors Info & Claims
Pages 648 - 656
Abstract
This paper explores the potential of AI-generated artwork to facilitate creative expression for individuals with intellectual disabilities. We present an inclusive approach called "Artistic Fusion", which combines original museum artwork with drawings contributed by participants with intellectual disabilities, leveraging the Midjourney platform. By blending these distinct artistic styles, we aim to empower individuals with intellectual disabilities to engage in artistic creation and foster inclusivity within museum spaces. We explore specific strategies for mitigating biases in AI-generated content and articulate the technical nuances of the Artistic Fusion process. We highlight the possible benefits, challenges, and ethical considerations associated with deploying AI in this context through a user-centred design approach and iterative feedback cycle.
References
[1]
Shadi Abou-Zahra, Judy Brewer, and Michael Cooper. 2018. Artificial Intelligence (AI) for Web Accessibility: Is Conformance Evaluation a Way Forward?. In Proceedings of the 15th International Web for All Conference(W4A ’18). Association for Computing Machinery, New York, NY, USA, 1–4. https://doi.org/10.1145/3192714.3192834
[2]
Saki Asakawa, João Guerreiro, Daisuke Sato, Hironobu Takagi, Dragan Ahmetovic, Desi Gonzalez, Kris M. Kitani, and Chieko Asakawa. 2019. An Independent and Interactive Museum Experience for Blind People. In Proceedings of the 16th International Web for All Conference(W4A ’19). Association for Computing Machinery, New York, NY, USA, 1–9. https://doi.org/10.1145/3315002.3317557
[3]
David Baidoo-Anu and Leticia Owusu Ansah. 2023. Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning. https://doi.org/10.2139/ssrn.4337484
[4]
Christine Bigby and Ilan Wiesel. 2011. Encounter as a dimension of social inclusion for people with intellectual disability: Beyond and between community presence and participation. Journal of Intellectual & Developmental Disability 36, 4 (Dec. 2011), 263–267. https://doi.org/10.3109/13668250.2011.619166 Publisher: Taylor & Francis _eprint: https://doi.org/10.3109/13668250.2011.619166.
[5]
Aras Bozkurt, Junhong Xiao, Sarah Lambert, Angelica Pazurek, Helen Crompton, Suzan Koseoglu, Robert Farrow, Melissa Bond, Chrissi Nerantzi, Sarah Honeychurch, Maha Bali, Jon Dron, Kamran Mir, Bonnie Stewart, Eamon Costello, Jon Mason, Christian Stracke, Enilda Romero-Hall, Apostolos Koutropoulos, Cathy Mae Toquero, Lenandlar Singh, Ahmed Tlili, Kyungmee Lee, Mark Nichols, Ebba Ossiannilsson, Mark Brown, Valerie Irvine, Juliana Raffaghelli, Gema Santos-Hermosa, Orna Farrell, Taskeen Adam, Ying Thong, Sunagul Sani-Bozkurt, Ramesh Sharma, Stefan Hrastinski, and Petar Jandrić. 2023. Speculative Futures on ChatGPT and Generative Artificial Intelligence (AI): A Collective Reflection from the Educational Landscape. Asian Journal of Distance Education 18, 1 (Jan. 2023). https://digitalcommons.odu.edu/teachinglearning_fac_pubs/199
[6]
Darren Chadwick, Caroline Wesson, and Chris Fullwood. 2013. Internet Access by People with Intellectual Disabilities: Inequalities and Opportunities. Future Internet 5, 3 (Sept. 2013), 376–397. https://doi.org/10.3390/fi5030376
[7]
Nicholas Davis. 2013. Human-Computer Co-Creativity: Blending Human and Computational Creativity. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment 9, 6 (2013), 9–12. https://doi.org/10.1609/aiide.v9i6.12603 Number: 6.
[8]
Laura Davy. 2015. Philosophical Inclusive Design: Intellectual Disability and the Limits of Individual Autonomy in Moral and Political Theory. Hypatia 30, 1 (2015), 132–148. https://doi.org/10.1111/hypa.12119
[9]
Sebastian Deterding, Jonathan Hook, Rebecca Fiebrink, Marco Gillies, Jeremy Gow, Memo Akten, Gillian Smith, Antonios Liapis, and Kate Compton. 2017. Mixed-Initiative Creative Interfaces. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems(CHI EA ’17). Association for Computing Machinery, New York, NY, USA, 628–635. https://doi.org/10.1145/3027063.3027072
[10]
Deepak Giri and Erin Brady. 2023. Exploring outlooks towards generative AI-based assistive technologies for people with Autism. https://doi.org/10.48550/arXiv.2305.09815 arXiv:2305.09815 [cs].
[11]
Leandro S. Guedes, Irene Zanardi, Marilina Mastrogiuseppe, Stefania Span, and Monica Landoni. 2023. “Is This Real?”: Assessing the Usability and Accessibility of Augmented Reality with People with Intellectual Disabilities. In Universal Access in Human-Computer Interaction, Margherita Antona and Constantine Stephanidis (Eds.). Springer Nature Switzerland, Cham, 91–110.
[12]
Ramy Hammady, Minhua Ma, and Carl Strathearn. 2020. Ambient Information Visualisation and Visitors’ Technology Acceptance of Mixed Reality in Museums. Journal on Computing and Cultural Heritage 13, 2 (June 2020), 9:1–9:22. https://doi.org/10.1145/3359590
[13]
Ariel Han and Zhenyao Cai. 2023. Design implications of generative AI systems for visual storytelling for young learners. In Proceedings of the 22nd Annual ACM Interaction Design and Children Conference(IDC ’23). Association for Computing Machinery, New York, NY, USA, 470–474. https://doi.org/10.1145/3585088.3593867
[14]
Elizabeth Hoskin, Aditi Singh, Nicola Oddy, Adrian L. Jessup Schneider, Gabrielle Trepanier, Chantal Trudel, and Audrey Girouard. 2020. Assessing the Experience of People with Autism at the Canada Science and Technology Museum. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems(CHI EA ’20). Association for Computing Machinery, New York, NY, USA, 1–7. https://doi.org/10.1145/3334480.3382834
[15]
Seita Kayukawa, Daisuke Sato, Masayuki Murata, Tatsuya Ishihara, Hironobu Takagi, Shigeo Morishima, and Chieko Asakawa. 2023. Enhancing Blind Visitor’s Autonomy in a Science Museum Using an Autonomous Navigation Robot. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems(CHI ’23). Association for Computing Machinery, New York, NY, USA, 1–14. https://doi.org/10.1145/3544548.3581220
[16]
Kay Kender, Christopher Frauenberger, Johanna Pichlbauer, and Katharina Werner. 2020. Children as Designers - Recognising Divergent Creative Modes in Participatory Design. In Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society (Tallinn, Estonia) (NordiCHI ’20). Association for Computing Machinery, New York, NY, USA, Article 18, 11 pages. https://doi.org/10.1145/3419249.3420145
[17]
Lauren Lin and Duri Long. 2023. Generative AI Futures: A Speculative Design Exploration. In Proceedings of the 15th Conference on Creativity and Cognition(C&C ’23). Association for Computing Machinery, New York, NY, USA, 380–383. https://doi.org/10.1145/3591196.3596616
[18]
Keith R. McVilly, Roger J. Stancliffe, Trevor R. Parmenter, and Rosanne M. Burton‐Smith. 2006. ‘I Get by with a Little Help from my Friends’: Adults with Intellectual Disability Discuss Loneliness1. Journal of Applied Research in Intellectual Disabilities 19, 2 (2006), 191–203. https://doi.org/10.1111/j.1468-3148.2005.00261.x
[19]
Michael Muller, Lydia B Chilton, Anna Kantosalo, Q. Vera Liao, Mary Lou Maher, Charles Patrick Martin, and Greg Walsh. 2023. GenAICHI 2023: Generative AI and HCI at CHI 2023. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems(CHI EA ’23). Association for Computing Machinery, New York, NY, USA, 1–7. https://doi.org/10.1145/3544549.3573794
[20]
OpenAI. 2023. GPT-4. https://openai.com/gpt-4
[21]
S. B. Palmer, M. L. Wehmeyer, D. K. Davies, and S. E. Stock. 2012. Family members’ reports of the technology use of family members with intellectual and developmental disabilities. Journal of Intellectual Disability Research 56, 4 (2012), 402–414. https://doi.org/10.1111/j.1365-2788.2011.01489.x
[22]
Camilla Ramsten and Helena Blomberg. 2019. Staff as Advocates, Moral Guardians and Enablers – Using ICT for Independence and Participation in Disability Services. Scandinavian Journal of Disability Research 21, 1 (Nov. 2019), 271–281. https://doi.org/10.16993/sjdr.608
[23]
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer. 2022. High-Resolution Image Synthesis with Latent Diffusion Models. arxiv:2112.10752 [cs.CV]
[24]
Leandro S. Guedes, Irene Zanardi, Marilina Mastrogiuseppe, Stefania Span, and Monica Landoni. 2023. Co-Designing a Museum Application with People with Intellectual Disabilities: Findings and Accessible Redesign. In Proceedings of the European Conference on Cognitive Ergonomics 2023 (Swansea, United Kingdom) (ECCE ’23). Association for Computing Machinery, New York, NY, USA, Article 27, 8 pages. https://doi.org/10.1145/3605655.3605687
[25]
Téo Sanchez. 2023. Examining the Text-to-Image Community of Practice: Why and How do People Prompt Generative AIs?. In Proceedings of the 15th Conference on Creativity and Cognition(C&C ’23). Association for Computing Machinery, New York, NY, USA, 43–61. https://doi.org/10.1145/3591196.3593051
[26]
Robert L Schalock, Sharon A Borthwick-Duffy, Valerie J Bradley, Wil HE Buntinx, David L Coulter, Ellis M Craig, Sharon C Gomez, Yves Lachapelle, Ruth Luckasson, Alya Reeve, 2010. Intellectual disability: Definition, classification, and systems of supports. ERIC.
[27]
Francesca Serravalle, Alberto Ferraris, Demetris Vrontis, Alkis Thrassou, and Michael Christofi. 2019. Augmented reality in the tourism industry: A multi-stakeholder analysis of museums. Tourism Management Perspectives 32 (Oct. 2019), 100549. https://doi.org/10.1016/j.tmp.2019.07.002
[28]
Leandro Soares Guedes, Valentina Ferrari, Marilina Mastrogiuseppe, Stefania Span, and Monica Landoni. 2022. ACCESS+: Designing a Museum Application for People with Intellectual Disabilities. In Computers Helping People with Special Needs: 18th International Conference, ICCHP-AAATE 2022, Lecco, Italy, July 11–15, 2022, Proceedings, Part I (Milan, Italy). Springer-Verlag, Berlin, Heidelberg, 425–431. https://doi.org/10.1007/978-3-031-08648-9_49
[29]
Helen Spandler, Jenny Secker, S. Hacking, Lynne Kent, and Jo Shenton. 2007. Mental health, social inclusion and arts: developing the evidence base. https://api.semanticscholar.org/CorpusID:141092244
[30]
Shaomei Wu, Jeffrey Wieland, Omid Farivar, and Julie Schiller. 2017. Automatic Alt-text: Computer-generated Image Descriptions for Blind Users on a Social Network Service. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing(CSCW ’17). Association for Computing Machinery, New York, NY, USA, 1180–1192. https://doi.org/10.1145/2998181.2998364
[31]
I Yusa, Yu Yu, and Tetiana Sovhyra. 2022. Reflections on the Use of Artificial Intelligence in Works of Art. Journal of Aesthetics, Design, and Art Management (2022), 152–167.
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- Artistic Fusion: Exploring the Potential of AI-Generated Artwork in Enabling Creative Expression with People with Intellectual Disabilities
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December 2023
733 pages
ISBN:9798400717079
DOI:10.1145/3638380
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Published: 10 May 2024
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