Improving recommender system with the partially confirmatory approach and psychological factors
Yifan Zhang & Jinsong Chen (2023, March). Improving recommender system with the partially confirmatory approach and psychological factors. Coordinated paper presented at the National Council on Measurement in Education, Virtual, Chicago, IL.
This paper investigates if we can improve recommender system with the partially confirmatory approach. The proposed approach comparable to conventional machine learning methods for recommendation. When incorporating partial knowledge, the approach can provide interpretation to the recommendation, thus help make the black box of the learning process transparent.