Interpretable Machine Learning and Criminological Theories
Global Evidence on Bullying Perpetration and Victimization (2001–2014)
Bibliographic Data
| ID | 6434784 |
|---|---|
| Authors | Heejin Lee (0000-0003-1778-6401), Pamela Wilcox (0000-0002-1140-8621), Won H Chang, Won Chang |
| Year | 2025 |
| Volume | 100 |
| Pages | 102474-102474 |
| Publication date | 2025-08-06 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Criminal Justice (JOURNAL) |
| Journal identifiers | ISSN: 0047-2352 • E-ISSN: 1873-6203 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jcrimjus.2025.102474 |
| OpenAlex | W4413004453 |
| Language | EN |
| References cited | 81 |
Criminology · General strain theory · Juvenile delinquency · Bullying, Victimization, and Aggression · Crime Patterns and Interventions · Hate Speech and Cyberbullying Detection · Psychology · Social Psychology
Human Decisions and Machine Predictions
Predictors of school bullying perpetration in adolescence
The Impact of Bullying Victimization in Early Adolescence on Subsequent Psychosocial and Academic Outcomes across the Adolescent Period
Examination of Peer–Group Contextual Effects on Aggression During Early Adolescence
The Elements of Statistical Learning
Longitudinal Associations Among Youth Depressive Symptoms, Peer Victimization, and Low Peer Acceptance
Bullying Among Young Adolescents
Cyber and Traditional Bullying
Cross-national Consistency in the Relationship Between Bullying Behaviors and Psychosocial Adjustment
Do Bullied Children Get Ill, or Do Ill Children Get Bullied? A Prospective Cohort Study on the Relationship Between Bullying and Health-Related Symptoms
Definitions, methods, and applications in interpretable machine learning
Bully/victim problems in school
Dimensions of Interpersonal Relation Among Australian Children and Implications for Psychological Well-Being
Random Forests
Bullying Behaviors Among US Youth
In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction
Investigating predictors of juvenile traditional and/or cyber offense using machine learning by constructing a decision support system
A Machine Learning Approach to Analyzing Crime Concentration
Interpretable machine learning models for crime prediction
The Application of Machine Learning to a General Risk–Need Assessment Instrument in the Prediction of Criminal Recidivism
The Wiley Handbook on the Psychology of Violence
Risk Factors for Youth Victimization
Criminal victimization and low self-control
Reappraising and Redirecting Research on the Victim–Offender Overlap
Risk Factors and Psychological Outcomes of Bullying Victimization
Is bullying bad for your health? The consequences of bullying perpetration and victimization in childhood on health behaviors in adulthood
Individual risk factors for school bullying
School tracking, educational mobility and inequality in German secondary education
Bullies, Victims, and Bully/Victims
Effects of Self-Esteem and Narcissism on Bullying and Victimization During Early Adolescence
Understanding and Preventing Bullying
Who Becomes a Bullying Perpetrator After the Experience of Bullying Victimization? The Moderating Role of Self-esteem
Exploring a machine learning approach
Machine learning analysis of a national sample of U.S. case law involving mental health evidence
Bullying and Victimization in Elementary Schools
The Link Between Offending and Victimization Among Adolescents
Bullying at School - What We Know and What We Can Do
Understanding of Autonomy in Russian Youth
Political Structures, Social Diversity, and Public Policy
Social Inequality and Predatory Criminal Victimization
Bully/Victim Problems Among Middle School Children
Social Change and Crime Rate Trends
Routine Activities and Individual Deviant Behavior
Casualties of Social Combat
School Zone
When Crime Victims Transition to Offenders
The Role of Race in Forecasts of Violent Crime
| Citation velocity | historical |
|---|---|
| Highly cited | No |