AIAI Seminar - 07/06/21 - Nadin Kokciyan

Speaker: Nadin Kokciyan

Title: Recent papers on using AI for decision-support

Abstract: I will talk about two different lines on research that I was involved in recently. The first work [1] introduces a multi-agent approach where IoT entities decide to share information with others while managing trust for regulating privacy. The second work [2] proposes a metalevel argumentation-based decision-support system that can reason with heterogeneous data (e.g., body measurements, EHR, clinical guidelines), while incorporating the preferences of the human beneficiaries of those decisions.

[1] N. Kökciyan and P. Yolum, "TURP: Managing Trust for Regulating Privacy in Internet of Things," in IEEE Internet Computing, vol. 24, no. 6, pp. 9-16, 1 Nov.-Dec. 2020, doi: 10.1109/MIC.2020.3020006.

[2] N. Kökciyan, I. Sassoon, E. Sklar, S. Modgil and S. Parsons, "Applying Metalevel Argumentation Frameworks to Support Medical Decision Making," in IEEE Intelligent Systems, vol. 36, no. 2, pp. 64-71, 1 March-April 2021, doi: 10.1109/MIS.2021.3051420.