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Mining social networks to improve suicide prevention: A scoping review

Abstract : Attention about the risks of online social networks (SNs) has been called upon reports describing their use to express emotional distress and suicidal ideation or plans. On the Internet, cyberbullying, suicide pacts, Internet addiction, and "extreme" communities seem to increase suicidal behavior (SB). In this study, the scientific literature about SBs and SNs was narratively reviewed. Some authors focus on detecting at-risk populations through data mining, identification of risks factors, and web activity patterns. Others describe prevention practices on the Internet, such as websites, screening, and applications. Targeted interventions through SNs are also contemplated when suicidal ideation is present. Multiple predictive models should be defined, implemented, tested, and combined in order to deal with the risk of SB through an effective decision support system. This endeavor might require a reorganization of care for SNs users presenting suicidal ideation.
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https://hal.umontpellier.fr/hal-03356462
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Soumis le : mardi 28 septembre 2021 - 10:07:30
Dernière modification le : vendredi 22 octobre 2021 - 15:07:41

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Jorge Lopez-Castroman, Bilel Moulahi, Jérôme Azé, Sandra Bringay, Julie Deninotti, et al.. Mining social networks to improve suicide prevention: A scoping review. Journal of Neuroscience Research, Wiley, 2019, 98 (4), pp.616-625. ⟨10.1002/jnr.24404⟩. ⟨hal-03356462⟩

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