Computer Simulations of Scientific Peer Reviewing

نویسندگان

چکیده

A simple mathematical model of the scientific peer reviewing process is developed. Papers and reviewers are modeled as numerical vectors, respectively representing paper’s value among multiple quality dimensions, importance given to these dimensions by a reviewer. Computer simulations show that can reproduce various characteristics real-world paper decision process, in particular its propensity act an “arbitrary” procedure for range submissions. key finding this study appearance randomness be explained mismatch between high paper, those valued it assigned to. As consequence, program committee may exhibit arbitrariness even with set completely reliable reviewers. Various factors contributing then examined, alternate selection models studied could help reduce reviewer effort.

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ژورنال

عنوان ژورنال: IEEE Access

سال: 2021

ISSN: ['2169-3536']

DOI: https://doi.org/10.1109/access.2021.3103837