{"id":1879,"date":"2024-03-06T23:03:32","date_gmt":"2024-03-06T22:03:32","guid":{"rendered":"https:\/\/ciberbullying.situada.online\/?page_id=1879"},"modified":"2024-04-10T02:00:03","modified_gmt":"2024-04-10T00:00:03","slug":"manualcreacionyvalidaciondeundataset","status":"publish","type":"page","link":"https:\/\/ciberbullying.situada.online\/en\/proyecto\/manualcreacionyvalidaciondeundataset\/","title":{"rendered":"Manual: Creation and Validation of a Dataset for the Detection of Cyberbullying in the Peruvian Spanish Language"},"content":{"rendered":"
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Manual: Creation and Validation of a Dataset for the Detection of Cyberbullying in the Peruvian Spanish Language<\/h1><\/div>\n<\/div><\/div>\n\n\n\n
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This study addresses the scarcity of research on cyberbullying in Latin America and the Caribbean (LAC) due to the region's linguistic complexity. Therefore, it focuses on comparing four machine learning models to detect cyberbullying on Twitter, emphasizing Peruvian Spanish. It uses a dataset specifically designed for training the models and presents detailed results on their performance. By highlighting the effectiveness of these models, the study aims to foster further interest in cyberbullying research in LAC, providing a basis for future studies and intervention strategies in the region.<\/p><\/div><\/div>\n<\/div><\/div>\n\n\n\n

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Reference<\/strong><\/h3><\/div>

Cuzcano, X.M., & Victor, H. (2020). A Comparison of Classification Models to Detect Cyberbullying in the Peruvian Spanish Language on Twitter. International Journal of Advanced Computer Science and Applications, 11. http:\/\/dx.doi.org\/10.14569\/IJACSA.2020.0111018<\/a><\/p><\/div><\/div>\n<\/div>\n\n\n\n

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Manual: Creation and Validation of a Dataset for the Detection of Cyberbullying in the Peruvian Spanish Language<\/p>","protected":false},"author":1,"featured_media":0,"parent":1324,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false},"uagb_author_info":{"display_name":"ximenamar04","author_link":"https:\/\/ciberbullying.situada.online\/en\/author\/ximenamar04\/"},"uagb_comment_info":0,"uagb_excerpt":"Manual: Creaci\u00f3n y Validaci\u00f3n de un Dataset para la Detecci\u00f3n de Ciberacoso en el idioma Espa\u00f1ol Peruano","_links":{"self":[{"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1879"}],"collection":[{"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/comments?post=1879"}],"version-history":[{"count":15,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1879\/revisions"}],"predecessor-version":[{"id":2044,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1879\/revisions\/2044"}],"up":[{"embeddable":true,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1324"}],"wp:attachment":[{"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/media?parent=1879"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}