An Application of HodgeRank to Online Peer Assessment
arXiv:1803.02509v1
Originality Synthesis-oriented
AI Analysis
This addresses unfair scoring in education, but it appears incremental as it applies an existing method to a specific domain.
The authors tackled bias and heterogeneity in online peer assessment by proposing a reference ranking method using HodgeRank, which provides instructors with an objective scoring reference based on mathematics.
Bias and heterogeneity in peer assessment can lead to the issue of unfair scoring in the educational field. To deal with this problem, we propose a reference ranking method for an online peer assessment system using HodgeRank. Such a scheme provides instructors with an objective scoring reference based on mathematics.