Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques

Pilar Marqués-Sánchez; María Cristina Martínez-Fernández; José Alberto Benítez-Andrades; Enedina Quiroga-Sánchez; María Teresa García-Ordás; Natalia Arias-Ramos

doi:10.1371/journal.pone.0289553

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Open Access

Peer-reviewed

Research Article

Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques

Pilar Marqués-Sánchez,

Roles Conceptualization, Data curation, Formal analysis, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Faculty of Health Sciences, SALBIS Research Group, Campus de Ponferrada, Universidad de León, León, Spain
⨯
María Cristina Martínez-Fernández,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Faculty of Health Sciences, SALBIS Research Group, Campus de Ponferrada, Universidad de León, León, Spain
⨯
José Alberto Benítez-Andrades ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: jbena@unileon.es

Affiliation Department of Electric, SALBIS Research Group, Systems and Automatics Engineering, Universidad de León, León, León, Spain

https://orcid.org/0000-0002-4450-349X

⨯
Enedina Quiroga-Sánchez,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Writing – original draft, Writing – review & editing

Affiliation Faculty of Health Sciences, SALBIS Research Group, Campus de Ponferrada, Universidad de León, León, Spain
⨯
María Teresa García-Ordás,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Supervision, Validation, Visualization, Writing – review & editing

Affiliation SECOMUCI Research Group, Escuela de Ingenierías Industrial e Informática, Universidad de León, León, León, Spain
⨯
Natalia Arias-Ramos

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Faculty of Health Sciences, SALBIS Research Group, Campus de Ponferrada, Universidad de León, León, Spain
⨯

Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques

Pilar Marqués-Sánchez,
María Cristina Martínez-Fernández,
José Alberto Benítez-Andrades,
Enedina Quiroga-Sánchez,
María Teresa García-Ordás,
Natalia Arias-Ramos

Published: August 15, 2023
https://doi.org/10.1371/journal.pone.0289553

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Obesity
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Adolescents
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Diet
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Social networks
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Overweight
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Childhood obesity
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