Using AI tools for generating proto-personas
An exploration in the design of strategies for promoting ethical awareness on responsible computing
DOI:
https://doi.org/10.47756/aihc.y9i1.142Palabras clave:
Personas, Generative artificial intelligence, Higher education, Ethics, Techno-pedagogical strategiesResumen
This study investigates the perceptions of higher education stakeholders regarding proto-persona profiles generated manually by experts, automatically by generative AI (GenAI) tools, and via the combination of these methods. Our proto-personas have been devised to support the design of strategies for promoting awareness on responsible computing. We study both their creation processes and their perception by the stakeholders they represent. Our results suggest a great potential of GenAI tools to support the application of the proto-personas technique. Our resulting proto-persona profiles were generally perceived positively by stakeholders, and they also were used effectively to motivate reflection in the intended design context.
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Branch, R. M., & Kopcha, T. J. Instructional design models. Handbook of research on educational communications and technology, (2014), 77-87. DOI: https://doi.org/10.1007/978-1-4614-3185-5_7
Branco, K. da S. C., Oliveira, R. A., Silva, F. L. Q. da, Rabelo, H. de H., and Marques, A. B. S. Does this persona represent me? investigating an approach for automatic generation of personas based on questionnaires and clustering. In Proceedings of the 19th Brazilian Symposium on Human Factors in Computing Systems (IHC '20). Association for Computing Machinery, New York, NY, USA, Article 44, (2020), 1–6. https://doi.org/10.1145/3424953.3426648 DOI: https://doi.org/10.1145/3424953.3426648
Cohen, L., Precel, H., Triedman, H., & Fisler, K. (2021, March). A new model for weaving responsible computing into courses across the CS curriculum. In Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (pp. 858-864). DOI: https://doi.org/10.1145/3408877.3432456
da Silva, F. L. Q., Marques, A. B., & Figueiredo, T. F. Um estudo comparativo na geração de personas de crianças autistas com base em dados reais. iSys-Brazilian Journal of Information Systems, 16(1), (2023), 3-1. DOI: https://doi.org/10.5753/isys.2023.2381
Goel, T., Shaer, O., Delcourt, C., Gu, Q., and Cooper, A. Preparing Future Designers for Human-AI Collaboration in Persona Creation. In Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work (CHIWORK '23). Association for Computing Machinery, New York, NY, USA, Article 4, (2023), 1–14. https://doi.org/10.1145/3596671.3598574 DOI: https://doi.org/10.1145/3596671.3598574
Gothelf, J. Using proto-personas for executive alignment. UX Mag. 821 (2012). https://uxmag.com/articles/using-proto-personas-for-executive-alignment on May 28, 2024.
Holzinger, A., Kargl, M., Kipperer, B., Regitnig, P., Plass, M., & Müller, H. (2022). Personas for artificial intelligence (AI) an open source toolbox. IEEE Access, 10, 23732-23747. DOI: https://doi.org/10.1109/ACCESS.2022.3154776
Marsden, N., Pröbster, M., Ehsanul Haque, M., and Hermann, J. Cognitive styles and personas: designing for users who are different from me. In Proceedings of the 29th Australian Conference on Computer-Human Interaction (OzCHI '17). ACM, New York, NY, USA, (2017), 452–456. https://doi.org/10.1145/3152771.3156156. DOI: https://doi.org/10.1145/3152771.3156156
Pruitt, J. and Grudin, J. Personas: practice and theory. In Proceedings of the 2003 conference on Designing for user experiences (DUX '03). ACM, New York, NY, USA, (2003), 1–15. https://doi.org/10.1145/997078.997089 DOI: https://doi.org/10.1145/997078.997089
Rest, J. R. Moral development: Advances in research and theory. New York: Praeger, 1986.
Salminen, J., Sengün, H. S., Jung, S., and Jansen, B. J. Design Issues in Automatically Generated Persona Profiles: A Qualitative Analysis from 38 Think-Aloud Transcripts. In Proceedings of the 2019 Conference on Human Information Interaction and Retrieval (CHIIR '19). Association for Computing Machinery, New York, NY, USA, (2019), 225–229. https://doi.org/10.1145/3295750.3298942 DOI: https://doi.org/10.1145/3295750.3298942
In Proc. CHI 2002, ACM Press (2002), 1-8. DOI: https://doi.org/10.1145/543459.543463
Salminen, J., Guan, K., Jung, S. G., Chowdhury, S. A., & Jansen, B. J. A literature review of quantitative persona creation. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (2020), pp. 1-14. DOI: https://doi.org/10.1145/3313831.3376502
Salminen, J., Santos, J. M., Kwak, H., An, J., Jung, S., and Jansen, B. J. Persona perception scale: Development and exploratory validation of an instrument for evaluating individuals’ perceptions of personas. International Journal of Human-Computer Studies, 141(April 2020), Article 102437. https://doi.org/10.1016/j.ijhcs.2020.102437 DOI: https://doi.org/10.1016/j.ijhcs.2020.102437
Salminen, J., Jung, S. G., Nielsen, L., Şengün, S., & Jansen, B. J. How does varying the number of personas affect user perceptions and behavior? Challenging the ‘small personas’ hypothesis!. International Journal of Human-Computer Studies, (2022), 168, 102915. DOI: https://doi.org/10.1016/j.ijhcs.2022.102915
Salminen, J., Santos, J. M., Jung, S. G., & Jansen, B. J. Picturing the fictitious person: An exploratory study on the effect of images on user perceptions of AI-generated personas. Computers in Human Behavior: Artificial Humans, (2024), 100052. DOI: https://doi.org/10.1016/j.chbah.2024.100052
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