Introduction to Human-centered AI

The articles and e-books are available via GU online library. Reservations for minor or unforeseen changes to the reading list. Please e-mail the course leader: dina.koutsikouri@ait.gu.se if you have any questions or have difficulties accessing any of the mandatory reading materials

Mandatory reading (relevant to all courses in the program)

• Shneiderman, B. (2022) Human-Centered AI. Oxford University Press. Chapters 1-4.

Module 1 Perspectives

Perspective 1

• Reeves, S., & Beck, J. (2019). Talking about interaction*. International Journal of Human-Computer Studies, 131, 144-151. 
• Reeves, S., & Beck, J. (2019). Talking about interaction*. International Journal of Human-Computer Studies, 131, 144-151. 
• Sahin, M., Relieu, M., & Francillon, A. (2017, July 12-14). Using chatbots against voice spam: Analyzing Lenny’s effectiveness. Proceedings of the Thirteenth Symposium on Usable Privacy and Security (SOUPS 2017), Santa Clara, CA.

Perspective 2:

• Chamorro, P. (2023) How ChatGPT Is Redefining Human Expertise. Forbes. Download: https://www.forbes.com/sites/tomaspremuzic/2023/01/12/how-chatgpt-is-redefining-human-expertise-or-how-to-be-smart-when-ai-is-smarter-than-you/
• Fodor, J. (2022) We're told AI neural networks 'learn' the way humans do. A neuroscientist explains why that's not the case. Download: https://theconversation.com/were-told-ai-neural-networks-learn-the-way-humans-do-a-neuroscientist-explains-why-thats-not-the-case-183993
• Selwyn, N., Hillman, T., Bergviken Rensfeldt, A. et al. Digital Technologies and the Automation of Education. Key Questions and Concerns. Postdigit Sci Educ 5, 15–24.

Perspective 3:

• Marjanovic, O., Cecez-Kecmanovic, D., & Vidgen, R. (2022). Theorising algorithmic justice. European Journal of Information Systems, 31(3), 269–287.
• Rinta-Kahila, T., Someh, I., Gillespie, N., Indulska, M., & Gregor, S. (2022). Algorithmic decision making and system destructiveness: A case of automatic debt recovery. European Journal of Information Systems, 31(3), 313–338.

Module 2 Methods (practical work)

• Schneiderman, B. (2022) Human-centred AI. Oxford University Press.

Other materials will be posted in Canvas.

Module 3. Implications of AI

• Koutsikouri, D., Hylving., L., Bornemark, J., & Lindberg, S (2024) Human Judgment in Automated Decision Making Systems, in eds Constantiou, I., Stelmaszak, M, & Mayr, J: AI and Organizational Decision Making, Elgar Publishing. Book available as online book through GU library.
• Raisch, S. and Krakowski, S. (2021). “Artificial Intelligence and Management: The Automation-Augmentation Paradox”. Academy of Management Review, 46 (1), pp. 192-210.

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