Christopher Flathmann

Publications

Dissertation

  • Flathmann, C. (February 2023). How to Make Agents and Influence Teammates: Understanding the Social Influence AI Teammates Have in Human-AI Teams. Committee: Nathan McNeese, Brian Dean, Eileen Kraemer, Brygg Ullmer, & Laine Mears

Peer Reviewed Journal Articles

  • Schelble, B. G., Flathmann, C., Macdonald, J. P., Knijnenburg, B., Brady, C., & McNeese, N. J. (2024). Modeling perceived information needs in human-AI teams: improving AI teammate utility and driving team cognition. Behaviour & Information Technology, 1-24.

  • Mallick, R., Flathmann, C., Duan, W., Schelble, B. G., & McNeese, N. J. (2024). What you say vs what you do: Utilizing positive emotional expressions to relay AI teammate intent within human-AI teams. International Journal of Human-Computer Studies, 103355.

  • Hauptman, A. I., Mallick, R., Flathmann, C., & McNeese, N. J. (2024). Human factors considerations for the context-aware design of adaptive autonomous teammates. Ergonomics, 1-17.

  • Hauptman, A. I., Flathmann, C., & McNeese, N. J. (2024). Adapting to the human: A systematic review of a decade of human factors research on adaptive autonomy. Applied Ergonomics, 120, 104336.

  • Hauptman, A. I., Schelble, B. G., Duan, W., Flathmann, C., \& McNeese, N. J. (2024). Understanding the influence of AI autonomy on AI explainability levels in human-AI teams using a mixed methods approach. Cognition, Technology & Work, 1-21.

  • Flathmann, C., Duan, W., McNeese, N., Hauptman, A., & Zhang, R. (2024). Empirically Understanding the Potential Impacts and Process of Social Influence in Human-AI Teams. Proceedings of the ACM on Human-Computer Interaction.

  • Zhang, R., Flathmann, C., Duan. W., Schelble, B.G., McNeese, N.J., & Knijnenberg, B. (2024). I Know This Looks Bad, But I Can Explain: Understanding When AI Should Explain Actions In Human-AI Teams. ACM Transactions on Interactive Intelligent Systems

  • O'Neill, T. A., Flathmann, C., McNeese, N. J., Jones, S. K., & Schelble, B. (2024). A comment on “Can you Outsmart the Robot? An Unexpected Path to Work Meaningfulness” by Bernadeta Goštautaitė, Irina Liubertė, Sharon K. Parker, and Ilona Bučiūnienė: Calling for a different path for the future of human-robot teaming. Academy of Management Discoveries.

  • Musick, G., Hauptman, A. I., Flathmann, C., McNeese, N. J., & Knijnenburg, B. P. (2023). Recommendations with Benefits: Exploring Explanations in Information Sharing Recommender Systems for Temporary Teams. International Journal of Human-Computer Interaction

  • Mallick, R., Flathmann, C., Lancaster, C., Hauptman, A., McNeese, N.J., & Freeman, G., (2023). The Power of Positive AI: Designing next-generation artificial intelligence to adapt to the emotional needs of Human Teammates within Human-Agent Teams Behavior and Information Technology.

  • Flathmann, C., Schelble, B.G., McNeese, N.J., Knijnenberg, B., Gramopadhye, A., \& Madathil K.C. (2023). The Purposeful Presentation of AI Teammates: Impacts on Human Acceptance and Perception. International Journal of Human-Computer Interaction

  • Mcneese, N.J., Flathmann, C., O’Neill, T., \& Salas, E., (2023). Stepping out of the shadow of human-human teaming: Crafting a unique identity for human-autonomy teams Computers in Human Behavior.

  • O’Neill, T., Flathmann, C., McNeese, N.J., \& Salas, E., (2023). 21st Century teaming and beyond: Advances in human-autonomy teamwork Computers in Human Behavior.

  • Flathmann, C., Schelble, B. G., Rosopa, P. J., McNeese, N. J., Mallick, R., & Madathil, K. C. (2023). Examining the impact of varying levels of AI teammate influence on human-AI teams. International Journal of Human-Computer Studies, 177, 103061.

  • O\’Neill, T., Flathmann, C., McNeese, N.J., \& Salas, E., (Under Review). Human-autonomy Teaming: Need for a guiding team-based framework? \textiComputers in Human Behavior

  • Zhang, R., Wen, D., Flathmann, C., Freeman, G., \& McNeese, N.J. (In Press). Investigating AI Teammate’s Communication Strategies and Their Impact in Human-AI Teams For Effective Teamwork. ACM Computer Supported Cooperative Work

  • Flathmann, C., McNeese, N. J., Schelble, B., Knijnenburg, B., & Freeman, G. (2023). Understanding the impact and design of AI teammate etiquette. Human Computer Interaction, 1-28.

  • Schelble, B., Flathmann, C., McNeese, N.J., O’Neill, T., Pak, R., & Namara, M. (2022). Investigating the Effects of Perceived Teammate Artificiality on Human Performance and Cognition. International Journal of Human-Computer Interaction, 1-16.

  • Schelble, B.G., Flathmann, C., Musick, G., McNeese, N.J., & Freeman, G. (2022). I See You: Examining the Role of Spatial Information in Human-Agent Teams. Proceedings of the ACM on Human-Computer Interaction. (CSCW), 1-27.

  • Schelble, B.G., Flathmann, C., McNeese, N.J., Freeman, G., & Mallick, R. (2022). Let’s Think Together! Assessing Shared Mental Models, Performance, and Trust in Human-Agent Teams. \textitProceedings of the ACM on Human-Computer Interaction. 6(GROUP), 1-29 *Honorable Mention Paper Award

Book Chapters

  • Flathmann, C., Schelble, B.G., & McNeese, N.J. (in press). Refocusing Human-AI Interaction Through a Teamwork Lens. Book Chapter in Handbook on Virtual Work. Edward Elgar Publishing.

  • Rapa, L. J., Marshall, J. C., Madison, S. M., Flathmann, C., Knijnenburg, B. P., & McNeese, N. J. (2022). Clemson University’s Teacher Learning Progression Program: Personalized Advanced Credentials for Teachers. In Handbook of Research on Credential Innovations for Inclusive Pathways to Professions (pp. 313-334). IGI Global.

Peer Reviewed Conference Papers

  • Flathmann, C., Schelble, B. G., & Galeano, A. (2024, August). Empirical Impacts of Independent and Collaborative Training on Task Performance and Improvement in Human-AI Teams. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (p. 10711813241274425). Sage CA: Los Angeles, CA: SAGE Publications.

  • Guo, L., Flathmann, C., Anaraky, R., McNeese, N., & Knijnenburg, B. (2022) The Effect of Recommendation Source and Justification on Professional Development Recommendations for High School Teachers. HT’22: 33rd ACM Conference on Hypertext and Social Media.

  • Flathmann, C., Schelble, B. G., & McNeese, N. J. (2021, September). Fostering Human-Agent Team Leadership by Leveraging Human Teaming Principles. In 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) (pp. 1-6). IEEE.

  • Flathmann, C., Schelble, B. G., Zhang, R., & McNeese, N. J. (2021, July). Modeling and Guiding the Creation of Ethical Human-AI Teams. In Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (pp. 469-479).

  • Schelble, B., Flathmann, C., Canonico, L. B., & Mcneese, N. (2021, January). Understanding human-AI cooperation through game-theory and reinforcement learning models. In Proceedings of the Annual Hawaii International Conference on System Sciences. *Nominated for Best Paper

  • **Flathmann, C.*, Schelble, B., Tubre, B., McNeese, N., & Rodeghero, P. (2020). Invoking Principles of Groupware to Develop and Evaluate Present and Future Human-Agent Teams. In Proceedings of the 8th International Conference on Human-Agent Interaction (pp. 15-24). *Awarded Overall Best Paper

  • Schelble, B. G., Flathmann, C., & McNeese, N. (2020, November). Towards meaningfully integrating human-autonomy teaming in applied settings. In Proceedings of the 8th International Conference on Human-Agent Interaction (pp. 149-156).

  • Musick, G., Maloney, D., Flathmann, C., McNeese, N. J., & Walton, J. (2020). Differentiated Instruction further Realized through Teacher-Agent Teaming. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 64, No. 1, pp. 1318-1322). Sage CA: Los Angeles, CA: SAGE Publications.

  • Flathmann, C., McNeese, N., & Canonico, L. B. (2019). Using human-agent teams to purposefully design multi-agent systems. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 63, No. 1, pp. 1425-1429). Sage CA: Los Angeles, CA: SAGE Publications.

  • Canonico, L. B., Flathmann, C., & McNeese, N. (2019). Collectively intelligent teams: Integrating team cognition, collective intelligence, and ai for future teaming. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 63, No. 1, pp. 1466-1470). Sage CA: Los Angeles, CA: SAGE Publications.

  • Canonico, L. B., Flathmann, C., & McNeese, N. (2019, November). The wisdom of the market: Using human factors to design prediction markets for collective intelligence. *In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 63, No. 1, pp. 1471-1475). Sage CA: Los Angeles, CA: SAGE Publications.

Workshop Papers (Refereed)

  • Schelble, B., Flathmann, C., Scalia, M., Zhou, S., Myers, C., McNeese, N.J., Gorman, J., & Freeman, G. (2022). Addressing the Spread of Trust and Distrust in Distributed Human-AI Teaming Constellations. Workshop on Trust and Reliance in AI-Human Teams (TRAIT). 2022 ACM Conference on Computer-Human Interaction (CHI'22). New Orleans, LA. April 30th, 2022.

  • Guo, L., Anaraky, R., Flathmann, C., McNeese, N.J., Knijnenburg, B. (2021). How to Recommend Professional Development Pathways to High School Teachers. Workshop on Human-Machine Partnerships in the Future of Work: Exploring the Role of Emerging Technologies in Future Workplaces. 2021 ACM Conference on Computer Supported Cooperative Work (CSCW'21). Virtual. Oct. 23rd, 2021.

  • Schelble, B.G., Flathmann, C., McNeese, N.J. (2021). Reducing Bias by Prioritizing Multi-Cultural Human-Agent Teams. Workshop on Human-Machine Partnerships in the Future of Work: Exploring the Role of Emerging Technologies in Future Workplaces. 2021 ACM Conference on Computer Supported Cooperative Work (CSCW'21). Virtual. Oct. 23rd, 2021.

Presentations (Invited, Conference, & Program Reviews)

  • Reshaping Human Roles in Future Smart Manufacturing Environments. AMFG 6800. September 2022.

  • Connecting and Leveraging Physical and Digital Dimensions to Advance Human-Autonomy Teaming. Office of Naval Research Annual Program Review Meeting. September 2022.

  • The role of AI in Future Manufacturing Environments. AMFG 6800. September 2021.

  • Fostering Human-Agent Team Leadership by Leveraging Human Teaming Principles. IEEE ICHMS. September 2021.

  • Contributing to the NRT Structure and Content. NRT Annual Meeting. January 2021.

  • Invoking Principles of Groupware to Develop and Evaluate Present and Future Human-Agent Teams. Human-Agent Interaction. October 2020.

  • Using Human-Agent Teams to Purposefully Design Multi-Agent Systems. Human Factors and Ergonomics Society Annual Meeting. November 2019.

Research Posters

  • Flathmann, C., Schelble, B.G., & McNeese, N.J. (2020). Creating Human-Oriented Multi-Agent Teams. In Insights @ BMW Manufacturing Co. LLC. Greenville, SC.

  • Flathmann, C. and Nathan McNeese. 2020. Using Human-Agent Teams to Purposefully Design Multi-Agent Teams. Clemson 2019 Research Symposium, 12 April 2019