Artificial Intelligence and the Useful Art Museum: A Cross-Disciplinary Approach Towards Machine Learning and its Implications in the Museum Sphere
My project explores the contribution of AI to the public art museum. Through practice-based, collaborative research with industry partners in the arts and non-arts sectors, this project will develop knowledge of the role of AI in a cultural environment and understand what impact AI will have on public trust. Specifically, this research will investigate the following key questions: What is the role and potential of unsupervised machine learning as a curatorial strategy? How can AI be used to interpret and classify existing collections and inform acquisition? In what ways will the use of AI in museums challenge and/or enhance public trust?
This PhD project combines a variety of aspects through researching the public’s trust in new technologies as experienced through their cultural engagement in a public museum. The public museum will therefore function as an interactive laboratory. This approach will not only foster human-computer interaction but will further investigate the applicability and usability of algorithmic outputs in a cultural setting – addressing trust issues, testing new strategies, exploring content creation and the policies of its future use in a technically informed society.
I will question how machine learning may inform curatorial practice and whether it will introduce bias or as yet unpredictable and currently unknown patterns. This aims to push the art historical discourse beyond common boundaries, gathering knowledge with the help of algorithms and creating new connections between objects, their meanings and their place within collections. Furthermore, this project strives to then examine how audiences of the future work alongside AI to co-create meaning and understanding. It will investigate how AI informs museum audiences’ behaviour and their perception and understanding of the generated content.
I hold a BA in Art History (University of Vienna) and I studied Art and Digital Media at the Academy of Fine Arts Vienna. In December 2018, I graduated in Art Gallery and Museum Studies (MA) with Distinction at the University of Manchester, where I started my PhD in Museology + Computer Science in September 2019. My PhD research project was awarded an EPSRC studentship. I held several research positions at various universities. Currently I am working as a Research and Teaching Assistant at the Department of Computer Science of the University of Manchester.
- Dr Abigail Gilmore (Institute for Cultural Practices)
- Dr Caroline Jay (Department of Computer Science)