Jim Jansen, Data Analytics Researcher | Computer Science Professor | Data Analytics Expert Witness at Jansen Expert Witnessing, LLC

Selected Research Articles

Farooq, A., Alabed, A., Msefula, P. S., AL Tamime, R., Salminen, J., Jung, S.G., and Jansen, B. J. (2025) Representing Groups of Students as Personas: A Systematic Review of Persona Creation, Application, and Trends in the Educational Domain, Computers & Education Open, 8, 100242 https://doi.org/10.1016/j.caeo.2025.100242

Jung, S.G., Salminen, J., Aldous, K., and Jansen, B. J. (2025) PersonaCraft: Leveraging language models for data-driven persona development. International Journal of Human Computer Studies, 197, 103445 https://doi.org/10.1016/j.ijhcs.2025.103445

Kaate, I., Salminen, J., Al Tamime, R., Jung, S.G., and Jansen, B. J. (2025) Is deepfake diversity real?: Analyzing the diversity of deepfake avatars. Expert Systems with Applications, 269, 126382 https://doi.org/10.1016/j.eswa.2025.126382

Şengün, S., Santos, J. M., Salminen, J., Milenkovic, M., and Jansen, B. J. (2025). Is Death Only the Beginning? How People Mourn Artificial Characters in Social Media, Games and Culture, 20 (1), 77-124 https://doi.org/10.1177/15554120231190195

Salminen, J., Jung, S.G., and Jansen, B. J. (2024) Investigating Persona Viewing Behavior: An Eye-Tracking Study on Portrait-Format Persona Profile. NordiCHI 2024, 13-16 October 2024, Uppsala, Sweden. Article No.: 41.

Kaate, I., Salminen, J., Jung, S.G., Rizun, N., Revina, O., and Jansen, B. J. (2024) Getting Emotional Enough: Analyzing Emotional Diversity in Deepfake Avatars. NordiCHI 2024, 13-16 October 2024, Uppsala, Sweden. Article No.: 62.

Salminen, J., Jung, S.G., Medina, J., Aldous, K., Azem, J., Akhtar, W., Häyhänen, E. and Jansen, B. J. (2024) Communication Design for an Educational AI Chatbot: Analyzing Cipherbot’s Communication Style and Challenges, Mindtrek '24: Proceedings of the 27th International Academic Mindtrek Conference, p. 176 – 187, 8-11 October 2024, Tampere, Finland. https://doi.org/10.1145/3681716.368172

Aldous, K., Salminen, J., Farooq, A., Jung, S.G., and Jansen, B. J. (2024) Using ChatGPT in Content Marketing: Enhancing Users’ Social Media Engagement in Cross-Platform Content Creation through Generative AI. ACM Conference on Hypertext and Social Media (HT2024), 10–13 September 2024, Poznan, Poland, p.. 376-383.

Salminen, J., Wahid, R, Yang,Y., and Jansen, B. J. (2024) Engagement Patterns in TikTok: An Analysis of Short Video Ads. ACM Conference on Hypertext and Social Media (HT2024), 10–13 September 2024, Poznan, Poland, p. 323-329.

Salminen, J., Jung, S.G., Medina, J., Aldous, K., M., Azem, J., Akhtar, W., and Jansen, B. J. (2024) Using Cipherbot: An Exploratory Analysis of Student Interaction with an LLM-Based Educational Chatbot, L@S '24: Proceedings of the Eleventh ACM Conference on Learning @ Scale Proceedings. 18 – 20 July, Atlanta, Georgia, USA, p-279-284.

Sengun, S., Salminen, J., Jung, S.G., Aldous, K., and Jansen, B. J. (2024) "There's Something About Noura": Exploring Think-Aloud Reasonings for Users' Persona Choice in a Design Task, ACM Conference on Designing Interactive Systems 2024 (DIS2024), 1-5 July 2024, Copenhagen, Denmark. p. 1234-1247. https://doi.org/10.1145/3643834.3661512

Kaate, I., Salminen, J., Jung, S.G., Santos, J., M., Häyhänen, E., Xuan, T., Azem, J., and Jansen, B. J. (2024) Modeling the New Modalities of Personas: How Do Users Attributes Influence Their Perceptions and Use of Interactive Personas? 32nd ACM Conference on User Modeling, Adaptation and Personalization Proceedings (UMAP Adjunct '24), 1-4 July 2024 Cagliari, Sardinia, Italy, p.164-169.

Zhu, L., Mao, R., Cambria, E., and Jansen, B. J (2024). Neurosymbolic AI for personalized sentiment analysis. In Proceedings of HCI International 2024 (HCII2024), 29 June - 4 July, Washington, DC.

Milenkovic, M., Häyhänen, E., Salminen, J., and Jansen, B. J. (2024) Are Algorithms Enough? Analyzing Fake News Solutions Designed by Students, The Seventeenth International Conference on Advances in Computer-Human Interactions (ACHI2024), 26-30 May, Barcelona, Spain, p. 62-69. Article: achi_2024_3_10_20021

(current as of 2025) Bernard J. Jansen