{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:02:23Z","timestamp":1743019343658,"version":"3.40.3"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031194955"},{"type":"electronic","value":"9783031194962"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-19496-2_9","type":"book-chapter","created":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T05:03:19Z","timestamp":1666414999000},"page":"114-126","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Automatic Identification of\u00a0Suicidal Ideation in\u00a0Texts Using Cascade Classifiers"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3335-701X","authenticated-orcid":false,"given":"Mar\u00eda del Carmen","family":"Garc\u00eda-Galindo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2811-0813","authenticated-orcid":false,"given":"\u00c1ngel","family":"Hern\u00e1ndez-Casta\u00f1eda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7941-377X","authenticated-orcid":false,"given":"Ren\u00e9 Arnulfo","family":"Garc\u00eda-Hern\u00e1ndez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0766-542X","authenticated-orcid":false,"given":"Yulia","family":"Ledeneva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,10,23]]},"reference":[{"key":"9_CR1","unstructured":"AFSP American Foundation for Suicide Prevention: https:\/\/afsp.org\/risk-factors-protective-factors-and-warning-signs, Last Accesed 23 Oct 2021"},{"issue":"4","key":"9_CR2","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.reml.2012.07.003","volume":"38","author":"A Arroyo Fern\u00e1ndez","year":"2012","unstructured":"Arroyo Fern\u00e1ndez, A., Bertomeu Ruiz, A.: M\u00e9todos suicidas e internet. Revista Espa\u00f1ola de Medicina Legal 38(4), 143\u2013148 (2012)","journal-title":"Revista Espa\u00f1ola de Medicina Legal"},{"issue":"2","key":"9_CR3","first-page":"325","volume":"23","author":"C Boh\u00f3rquez L\u00f3pez","year":"2014","unstructured":"Boh\u00f3rquez L\u00f3pez, C., Rodr\u00edguez C\u00e1rdenas, D.E.: Percepci\u00f3n de amistad en adolescentes: el papel de las redes sociales. Revista Colombiana de Psicolog\u00eda 23(2), 325\u2013338 (2014)","journal-title":"Revista Colombiana de Psicolog\u00eda"},{"key":"9_CR4","unstructured":"Borges Guilherme Orozco, R., Benjet, C., Medina-Mora, M.E.: Suicidio y conductas suicidas en m\u00e9xico: retrospectiva y situaci\u00f3n actual. Salud P\u00fablica de M\u00e9xico 52(4), 292\u2013304 (2010)"},{"issue":"16","key":"9_CR5","doi-asserted-by":"publisher","first-page":"6351","DOI":"10.1016\/j.eswa.2013.05.050","volume":"40","author":"B Desmet","year":"2013","unstructured":"Desmet, B., Hoste, V.: Emotion detection in suicide notes. Expert Syst. Appl. 40(16), 6351\u20136358 (2013)","journal-title":"Expert Syst. Appl."},{"key":"9_CR6","volume-title":"Cibersuicidio en adolescentes","author":"F Dieu","year":"2018","unstructured":"Dieu, F., Kahan, E.: Cibersuicidio en adolescentes. Universidad de la Rep\u00fablica, Facultad de Psicolog\u00eda, Trabajo final de grado (2018)"},{"issue":"10","key":"9_CR7","doi-asserted-by":"publisher","first-page":"3938","DOI":"10.3390\/ijerph8103938","volume":"8","author":"T Durkee","year":"2011","unstructured":"Durkee, T., Hadlaczky, G., Westerlund, M., Carli, V.: Internet pathways in suicidality: a review of the evidence. Int. J. Environ. Res. Public Health 8(10), 3938\u20133952 (2011)","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"2","key":"9_CR8","doi-asserted-by":"publisher","first-page":"117","DOI":"10.4067\/S0718-48082015000200006","volume":"33","author":"E Echebur\u00faa","year":"2015","unstructured":"Echebur\u00faa, E.: Las m\u00faltiples caras del suicidio en la cl\u00ednica psicol\u00f3gica. Terapia psicol\u00f3gica 33(2), 117\u2013126 (2015)","journal-title":"Terapia psicol\u00f3gica"},{"key":"9_CR9","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2020.499980","volume":"11","author":"KB Fehling","year":"2021","unstructured":"Fehling, K.B., Selby, E.A.: Suicide in DSM-5: current evidence for the proposed suicide behavior disorder and other possible improvements. Front Psychiatry 11, 499980 (2021)","journal-title":"Front Psychiatry"},{"issue":"3","key":"9_CR10","first-page":"28","volume":"17","author":"JF Gunn","year":"2012","unstructured":"Gunn, J.F., Lester, D.: Twitter postings and suicide: an analysis of the postings of a fatal suicide in the 24 hours prior to death. Suicidologi 17(3), 28\u201330 (2012)","journal-title":"Suicidologi"},{"key":"9_CR11","doi-asserted-by":"publisher","first-page":"49896","DOI":"10.1109\/ACCESS.2020.2980226","volume":"8","author":"\u00c1 Hern\u00e1ndez-Casta\u00f1eda","year":"2020","unstructured":"Hern\u00e1ndez-Casta\u00f1eda, \u00c1., Garc\u00eda-Hern\u00e1ndez, R.A., Ledeneva, Y., Mill\u00e1n-Hern\u00e1ndez, C.E.: Extractive automatic text summarization based on lexical-semantic keywords. IEEE Access 8, 49896\u201349907 (2020)","journal-title":"IEEE Access"},{"issue":"08","key":"9_CR12","first-page":"1051","volume":"19","author":"PA Hern\u00e1ndez Soto","year":"2015","unstructured":"Hern\u00e1ndez Soto, P.A., Villarreal Casate, R.E.: Algunas especificidades entorno a la conducta suicida. MEDISAN 19(08), 1051\u20131058 (2015)","journal-title":"MEDISAN"},{"issue":"1","key":"9_CR13","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1080\/13811118.2020.1774454","volume":"26","author":"MS Holman","year":"2022","unstructured":"Holman, M.S., Williams, M.N.: Suicide risk and protective factors: a network approach. Arch. Suicide Res. 26(1), 137\u2013154 (2022)","journal-title":"Arch. Suicide Res."},{"issue":"01","key":"9_CR14","volume":"2161","author":"P Jain","year":"2022","unstructured":"Jain, P., Srinivas, K.R., Vichare, A.: Depression and suicide analysis using machine learning and NLP. J. Phys: Conf. Ser. 2161(01), 012034 (2022)","journal-title":"J. Phys: Conf. Ser."},{"key":"9_CR15","first-page":"1","volume":"09","author":"L Jim\u00e9nez Trevi\u00f1o","year":"2006","unstructured":"Jim\u00e9nez Trevi\u00f1o, L., S\u00e1iz Mart\u00ednez, P.A., Bobes Garc\u00eda, J.: Suicidio y depresi\u00f3n. Hum\u00e1nitas, Humanidades m\u00e9dicas 09, 1\u201321 (2006)","journal-title":"Hum\u00e1nitas, Humanidades m\u00e9dicas"},{"issue":"1","key":"9_CR16","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1089\/tmj.2010.0091","volume":"17","author":"DD Luxton","year":"2011","unstructured":"Luxton, D.D., June, J.D., Kinn, J.T.: Technology-based suicide prevention: current applications and future directions. Telemedicine J. E-health 17(1), 50\u201354 (2011)","journal-title":"Telemedicine J. E-health"},{"issue":"1","key":"9_CR17","first-page":"53","volume":"9","author":"N Malini","year":"2016","unstructured":"Malini, N., Tan, V.: Forensic linguistics analysis of Virginia Woolf\u2019s suicide notes. Int. J. Edu. 9(1), 53\u201358 (2016)","journal-title":"Int. J. Edu."},{"key":"9_CR18","unstructured":"Murcia Sanabria, C.M., Brillyth, V.Y.K.: Factores relacionados al suicidio en adolescentes. Trabajo final de grado, Instituci\u00f3n Universitaria Polit\u00e9cnico Grancolombiano, Facultad de Ciencias Sociales (2020)"},{"key":"9_CR19","doi-asserted-by":"publisher","first-page":"S274","DOI":"10.1016\/j.eurpsy.2016.01.727","volume":"33","author":"B O\u2019Dea","year":"2016","unstructured":"O\u2019Dea, B., Larsen, M., Batterham, P., Calear, A., Christensen, H.: Talking suicide on Twitter: linguistic style and language processes of suicide-related posts. Eur. Psychiatry 33, S274 (2016)","journal-title":"Eur. Psychiatry"},{"key":"9_CR20","doi-asserted-by":"crossref","unstructured":"Ortega Gonz\u00e1lez, M.: Comportamiento Suicida. Reflexiones cr\u00edticas para su estudio desde un sistema psicol\u00f3gico. Qartuppi, S. de R.L. de C.V., Hermosillo, Sonora 83220 M\u00e9xico, 1era edn. (2018)","DOI":"10.29410\/QTP.18.05"},{"issue":"5","key":"9_CR21","doi-asserted-by":"publisher","first-page":"624","DOI":"10.1080\/26408066.2020.1788478","volume":"17","author":"S Parrott","year":"2020","unstructured":"Parrott, S., Britt, B.C., Hayes, J.L., Albright, D.L.: Social media and suicide: a validation of terms to help identify suicide-related social media posts. J. Evid. Based Soc. Work 17(5), 624\u2013634 (2020)","journal-title":"J. Evid. Based Soc. Work"},{"key":"9_CR22","unstructured":"de salud, M.: Programa nacional de prevenci\u00f3n del suicidio - orientaciones para su implementaci\u00f3n. Norma General Administrativa (027) (2013)"},{"key":"9_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102355","volume":"65","author":"SM Sarsam","year":"2021","unstructured":"Sarsam, S.M., Al-Samarraie, H., Alzahrani, A.I., Alnumay, W., Smith, A.P.: A lexicon-based approach to detecting suicide-related messages on Twitter. Biomed. Signal Process. Control 65, 102355 (2021)","journal-title":"Biomed. Signal Process. Control"},{"key":"9_CR24","unstructured":"Schoene, A.M., Dethlefs, N.: Unsupervised suicide note classification. In: Proceedings of WISDOM Workshop (WISDOM\u201918), vol. 4, p. 9. ACM, NY, USA (2018)"},{"key":"9_CR25","doi-asserted-by":"crossref","unstructured":"Seah, J.H.K., Jin Shim, K.: Data mining approach to the detection of suicide in social media: a case study of Singapore. In: 2018 IEEE International Conference on Big Data (Big Data), vol. 10\u201313, pp. 5442\u20135444. Research Collection School Of Computing and Information Systems, Seattle, WA (2018)","DOI":"10.1109\/BigData.2018.8622528"},{"issue":"1","key":"9_CR26","doi-asserted-by":"publisher","first-page":"7","DOI":"10.3390\/a13010007","volume":"13","author":"MM Tadesse","year":"2020","unstructured":"Tadesse, M.M., Lin, H., Xu, B., Yang, L.: Detection of suicide ideation in social media forums using deep learning. Algorithms 13(1), 7 (2020)","journal-title":"Algorithms"},{"issue":"6","key":"9_CR27","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/j.ejim.2007.04.009","volume":"18","author":"J Tam","year":"2007","unstructured":"Tam, J., Tang, W., Fernando, D.: The internet and suicide: a double-edged tool. Eur. J. Intern. Med. 18(6), 453\u2013455 (2007)","journal-title":"Eur. J. Intern. Med."},{"key":"9_CR28","unstructured":"WHO Organizaci\u00f3n Mundial de la Salud: https:\/\/www.who.int\/es\/news-room\/fact-sheets\/detail\/suicide, Last Accesed 17 Jun 2021"}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-19496-2_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,22]],"date-time":"2022-10-22T07:10:21Z","timestamp":1666422621000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-19496-2_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031194955","9783031194962"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-19496-2_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"23 October 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexican International Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Monterrey","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 October 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 October 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"micai2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.micai.org\/2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"137","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"63","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"46% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"17 External reviewers","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}