An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach

Navya Martin Kollapally, James Geller, Patricia Morreale, Daehan Kwak
1/17/2025
cs.AI

No confident code implementation found for this paper.

Abstract

The use of computational ontologies is well-established in the field of Medical Informatics. The topic of Social Determinants of Health (SDoH) has also received extensive attention. Work at the intersection of ontologies and SDoH has been published. However, a standardized framework for Social Determinants of Education (SDoEd) is lacking. In this paper, we are closing the gap by introducing an SDoEd ontology for creating a precise conceptualization of the interplay between life circumstances of students and their possible educational achievements. The ontology was developed utilizing suggestions from ChatGPT-3.5-010422 and validated using peer-reviewed research articles. The first version of developed ontology was evaluated by human experts in the field of education and validated using standard ontology evaluation software. This version of the SDoEd ontology contains 231 domain concepts, 10 object properties, and 24 data properties

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

DOLCE: A Descriptive Ontology for Linguistic and Cognitive Engineering

83% match2023

SSDOnt: an Ontology for representing Single-Subject Design Studies

79% match2024

Systematic Analysis of COVID-19 Ontologies

79% match2023

The AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessment

79% match2023

The Interplay of Learning, Analytics, and Artificial Intelligence in Education: A Vision for Hybrid Intelligence

78% match2024

Do PLMs Know and Understand Ontological Knowledge?

78% match1 repo332023

Cite this paper

@article{kollapally2025ontology,
  title  = {An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach},
  author = {Navya Martin Kollapally and James Geller and Patricia Morreale and Daehan Kwak},
  year   = {2025},
  eprint = {2501.10300},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2501.10300v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2501.10300.svg)](https://codeofpaper.com/paper/2501.10300)

Discussion