Data to evaluate the usability of an interactive system based on a judgment-based model

The data presented in this article are related to the published article entitled “A Judgment-Based Model for Usability Evaluating of Interactive Systems Using Fuzzy Multi Factors Evaluation (MFE)” in “Applied Soft Computing” [1]. The purpose of data collection in this paper was to integrate a fuzzy multifactorial evaluation (MFE) model based on the judgment of experts in the three fields of ISPD, HCI, and AMLM. Two sets of data were used to conduct this research. One set of data extracted from WoS related to 180 articles published in 2018- 2019. The data were extracted by searching the keyword “interactive system” in the “Computer Science” category. The second category of data is related to the opinions of experts. Component factor analysis in “IBM SPSS 25 Statistics” was used to classify the objectives of the interaction system. The collected data were prepared as FIS inputs. A FIS was designed to evaluate usability using a fuzzy toolbox of MATLAB software of Mamdani type. Inputs consisted of four classes of interactive systems and five usability criteria as outputs. One of the inputs as the target of the interactive system was not considered a fuzzy variable. The rest of the inputs and five outputs were considered the fuzzy variable