IEFInternational Education Forum3083-49022981-8605Bio-Byword Scientific Publishing Pty. Ltd.10.26689/ief.v3i6.10977ArticleStudy on the Evaluation of Language Courses in Kindergartens Based on AHP and Fuzzy Optimal Observation Modelhttps://artdesignp.com/journal/IEF/3/6/10.26689/ief.v3i6.10977YuMiao,LiJing2025362025-07-04This study indicatively integrates the Analytic Hierarchy Process (AHP) and Fuzzy Comprehensive Evaluation (FCE) model to systematically evaluate language courses in kindergartens, addressing the subjective ambiguity and multidimensional weighting challenges inherent in early childhood education assessment. Through a rigorously validated indicator system and empirical data from 30 classrooms, results demonstrate that language courses significantly enhance vocabulary understanding (C11: 85.2) and oral fluency (C21: 89.5), yet reveal critical gaps in logical expression (C42: 62.3). The proposed model achieves 92% consistency with expert validation, offering educators a quantifiable tool for curriculum optimization.

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