Jul 2026· International Journal of Cognitive Informatics and Natural Intelligence· Vol 20, pp. 1-21· 0 citations
TL;DR
The present contribution is the modeling of multi-attribute group decision-making problems in a probabilistic linguistic environment through an integrated probabilistic linguistic exponential interactive multi-criteria decision making and multi-attributive border approximation area comparison method approach.
Abstract
This research outlines the logic of dynamic evolution: digital competence, innovative teaching ability, and the symbiotic mutual uplift of university educators spiraling upwards, all towards the strategic goal of establishing an educational powerhouse. Indeed, this process involves developing qualitative assessments of higher education digital literacy, which can be framed as complex multi-attribute group decision-making problems. The present contribution in this respect is the modeling of multi-attribute group decision-making problems in a probabilistic linguistic environment through an integrated probabilistic linguistic exponential interactive multi-criteria decision making and multi-attributive border approximation area comparison method approach. Attribute weights are considered to be objective and expressed in terms of probabilistic linguistic term set data using the method based on the removal effects of criteria method. A case study on the assessment of the quality of digital literacy education confirms the feasibility and effectiveness of the proposed method.
This article presents an intelligent system designed for objective and effective assessment of student assignments in the educational process. The proposed approach has the function of automatic processing and text extraction of documents in PDF and DOCX formats, and evaluates the semantic similarity between assignment...
Jasur Davletov, G. Toirova, Mukhriddin Fayziyev et al.· International Conference on...· 0 citations
A hierarchical student evaluation enhanced decision-making model which is based on a zero-order fuzzy classifier as the construction unit and achieves the collaborative optimization of evaluation efficiency and interpretability is proposed.
Aiqin Wang, Wenliang Li· Journal of Advanced Computat...· 0 citations
The college English teaching quality evaluation is a prerequisite to improving teaching efficiency and promoting students' academic performance. Systematic teaching method inspection, syllabus design, and in-class interaction provide constructive suggestions for teachers to improve the syllabus framework and teaching m...
Hui-Min Tian· International Journal of Inf...· 0 citations
Digital literacy in higher education is essential for lifelong learning, as technology has swiftly transformed communication, work, and study practices. Schools and colleges are having a hard time keeping up with the rapid growth of employment skills and the need for new ones, especially since that society is going thr...
R. Jesudas, Zakiuddin Mohammed, Mandeep Kour et al.· International Conference on...· 0 citations
A hierarchical diagnosis and progressive cultivation framework for teacher data literacy based on multimodal assessment and latent profile analysis is proposed, offering potential guidance for data-driven optimization and intelligent management in electromagnetic wave analysis, antenna-enabled sensing systems, and prop...
Experimental results show that the model has good performance in terms of accuracy, recall rate, and F1 value, and can provide a computable technical path for intelligent evaluation of teachers' digital literacy.
Cui-Ping Ma· International Conference on...· 0 citations
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