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- W4206424385 abstract "Peer review refers to the process of a group of reviewers jointly assessing a thesis or a journal article. Reviewer assignment constitutes the major challenge in this process. However, many studies only focus on the predictive accuracy of the matching degree between reviewers and theses. Recent works show that the unitary accuracy metric can not satisfy the requirement of maximizing the comprehensive performance of the reviewer recommendation system. In this paper, we introduce a Chinese thesis reviewer personalized recommendation model(TRPRM) for the reviewer assignment problem. The TRPRM focuses on an extra crucial metric in recommendation system evaluation: novelty. The model uses a feature crossing method to mine the interactions among different research interests of author. Moreover, we analyze the role of accuracy and novelty as indicators of recommendation quality and present novel ways of how to measure them. Lastly, we apply our model to the reviewer assignment problem using a real dataset from a university in China to verify the comprehensive performance of our proposed approach." @default.
- W4206424385 created "2022-01-25" @default.
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- W4206424385 date "2021-10-17" @default.
- W4206424385 modified "2023-09-28" @default.
- W4206424385 title "Beyond Accuracy: A Feature Crossing Method for Chinese Thesis Reviewer Recommendation" @default.
- W4206424385 doi "https://doi.org/10.1109/smc52423.2021.9658668" @default.
- W4206424385 hasPublicationYear "2021" @default.
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