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Mak."],"published-print":{"date-parts":[[2024,3]]},"abstract":"<jats:p> Young people\u2019s skills and attitudes must be observed, studied and evaluated in order to create appropriate models that would serve an educational purpose. In this paper, we propose a decision-making model with the aim to detect certain attitudinal and behavioral patterns of actively engaged young people. The data used in this research resulted from a questionnaire drawn up by a group of researchers from six European countries with the aim to investigate the youth\u2019s awareness about the Sustainable Development Goals and their engagement as active agents of development and change at regional level. For the purpose of this study, we selected the regional results obtained from administering this questionnaire in Dolj County (Romania) and La Rioja (Spain). We developed a neutrosophic model that determines the Mindchanger profile of the respondents based on a minimal set of questions, which is dependent on the inclusion or exclusion of the nationality-specific traits. The resulting decisions were then compared with the respondents\u2019 self-evaluations, yielding high precisions (more than 0.83) for all the investigated evaluation scenarios. Our results were significantly better than the ones provided by several machine learning models applied on the same set of data. A direct impact of our model is that it can be applied to questionnaires which include linguistic responses that express, among others, unclear or vague thoughts. Additionally, it offers the possibility to identify the minimal set of questions that impact the respondent\u2019s answer choice to a target question. <\/jats:p>","DOI":"10.1142\/s0219622023500384","type":"journal-article","created":{"date-parts":[[2023,3,9]],"date-time":"2023-03-09T03:02:52Z","timestamp":1678330972000},"page":"569-598","source":"Crossref","is-referenced-by-count":2,"title":["A Neutrosophic Decision-Making Model for Determining Young People\u2019s Active Engagement"],"prefix":"10.1142","volume":"23","author":[{"given":"Mihaela","family":"Colhon","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Craiova, 13 Al. I. Cuza St., Craiova, Romania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Monica","family":"Tilea","sequence":"additional","affiliation":[{"name":"Department of Romance and Classical Languages, University of Craiova, 13 Al. I. 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