This paper presents an interface and analysis technique for quickly conducting expert elicitation with the goal of determining entity importance. Our interface deploys a two-alternative choice experiment that is capable of representing knowledge graphs in an easy to interpret fashion for users with limited experience with knowledge graphs. Our analysis methodology takes advantage of conjoint analysis techniques and provides entity weights for many SMEs simultaneously. The results largely align with individual participant fits.
Published: March 16, 2022
Citation
Jefferson B.A., N.C. Heller, J.A. Cottam, N. Van, and G. Chin. 2021.The Utility in Conjoint Analysis as a Fast Expert Elicitation Technique. In IEEE International Conference on Intelligence and Security Informatics (ISI 2021), November 2-3, 2021, Virtual, Online, 1-6. Piscataway, New Jersey:IEEE.PNNL-SA-166020.doi:10.1109/ISI53945.2021.9624683