A fuzzy set theory based computational model to represent the quality of inter-rater agreement |
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Authors: | Enrico Ciavolino Sergio Salvatore Antonio Calcagnì |
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Institution: | 1. Department of History, Society and Human Studies, University of Salento, Palazzo Parlangeli, Via V.M. Stampacchia, 45, 73100, Lecce, Italy 2. Department of Psychology and Cognitive Science, University of Trento, Corso Bettini, 84, 38068, Rovereto, TN, Italy
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Abstract: | In this paper we present a method to evaluate the quality of a rater’s judgement, which can integrate and enrich the use of inter-rater agreement as a reliability measure. Our proposal is an integrative one and evaluates the quality of a rater’s performance through an analysis of the profile of that individual rater’s performance. We discuss its rationale on the basis of the interpretation of inter-rater agreement, highlighting some critical issues. For this purpose, we adopt a computational model based on fuzzy set theory, demonstrating its main characteristics with an exemplary case study. |
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