5 papers
Measuring Curriculum-Labor Market Alignment at the Scale of a Program Portfolio
Sherzod Turaev, Saja Aldabet, Mary John +4
A college offering several overlapping computing degrees implicitly assumes that its programs are differentiated in line with how the labor market segments computing work and that,…
Measuring Curriculum Alignment across Topical Coverage, Competency, and Cognitive Depth: A Longitudinal Framework Applied to CS2013 and CS2023
Sherzod Turaev, Mary John, Saja Aldabet +3
Undergraduate computer science is governed by international curricular guidelines revised about once a decade, yet programs lack a reliable, reproducible way to measure how complet…
An NLP-Driven Framework for Curriculum-Labor Market Alignment: Schema-Constrained LLM Extraction, ESCO-Anchored Semantic Matching, and Multi-Dimensional Gap Quantification
Sherzod Turaev, Mary John, Mamoun Awad +2
Schema-constrained information extraction from diverse educational and labor-market corpora remains an open challenge in natural language processing because existing pipelines rely…
Data-Driven Framework Development for Public Space Quality Assessment
Sherzod Turaev, Mary John
Public space quality assessment lacks systematic methodologies that integrate factors across diverse spatial typologies while maintaining context-specific relevance. Current approa…
Multidimensional Assessment of Public Space Quality: A Comprehensive Framework Across Urban Space Typologies
Mary John, Sherzod Turaev, Saja Al-Dabet +1
This study presents a comprehensive framework for evaluating the quality of public spaces across various urban typologies. Through a systematic review of 159 research studies, we i…