Work

Explainable Machine Learning of Risk and Protective Factors for Social-Media-Related Psychological Distress Across Developmental Stages

Year: 2026

Type: article

Abstract: SMMH: kaggle.com/datasets/souvikahmed071/social-media-and-mental-health. SSMA: Kaggle “Students’ Social Media Addiction” (adilshamim8). All code (prep.py, devrisk.py, run_experiments.py, explain.py, make_tables.py), per-fold results and figures accompany this manuscript; the full experiment is reproduced with ‘python run_experiments.py 5’.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24079464

Author: Zraqou, Jamal

Institution: Petra University

Language: English

Topic: Impact of Technology on Adolescents

Subfield: Sociology and Political Science

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7225644579

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