{"id":1872,"date":"2024-03-06T22:53:43","date_gmt":"2024-03-06T21:53:43","guid":{"rendered":"https:\/\/ciberbullying.situada.online\/?page_id=1872"},"modified":"2024-04-06T07:59:30","modified_gmt":"2024-04-06T05:59:30","slug":"comparativademodelosdemachinelearning","status":"publish","type":"page","link":"https:\/\/ciberbullying.situada.online\/en\/proyecto\/comparativademodelosdemachinelearning\/","title":{"rendered":"A Comparison of Classification Models to Detect Cyberbullying in the Peruvian Spanish Language on Twitter"},"content":{"rendered":"<div class=\"wp-block-uagb-container uagb-block-3ad17e27 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-advanced-heading uagb-block-8a1eebc0\"><h1 class=\"uagb-heading-text\">A Comparison of Classification Models to Detect Cyberbullying in the Peruvian Spanish Language on Twitter<\/h1><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-f8ec2bd3 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-info-box uagb-block-9426f7ea uagb-infobox__content-wrap  uagb-infobox-icon-above-title uagb-infobox-image-valign-top\"><div class=\"uagb-ifb-content\"><div class=\"uagb-ifb-title-wrap\"><\/div><p class=\"uagb-ifb-desc\">This research addresses cyberbullying detection on Twitter, focusing on Peruvian Spanish, by creating a dataset and comparing four machine-learning models. With a comprehensive approach, it seeks to overcome the lack of studies focused on the linguistic particularities of Latin America and the Caribbean. Its objective is to provide results that contribute to developing more effective strategies to combat cyberbullying in the region.<\/p><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-314bf950 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-7fa8fe1a\">\n<div class=\"wp-block-uagb-image aligncenter uagb-block-561325b1 wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-center\"><figure class=\"wp-block-uagb-image__figure\"><img decoding=\"async\" srcset=\"https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/largepreview-791x1024.png ,https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/largepreview.png 780w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/largepreview-791x1024.png 360w\" sizes=\"(max-width: 480px) 150px\" src=\"https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/largepreview-791x1024.png\" alt=\"\" class=\"uag-image-1919\" width=\"564\" height=\"730\" title=\"largepreview\" loading=\"lazy\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-c3f0676e\">\n<div class=\"wp-block-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-74eeb987\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-79ac7265 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/drive.google.com\/file\/d\/10_Jnj960aLU_k61ChpdDmKfUpF6uBr-M\/view?usp=drive_link\" rel=\"follow noopener\" target=\"_blank\"><div class=\"uagb-button__link\">Descarga en Espa\u00f1ol<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-buttons uagb-buttons__outer-wrap uagb-btn__default-btn uagb-btn-tablet__default-btn uagb-btn-mobile__default-btn uagb-block-7f1bb9c3\"><div class=\"uagb-buttons__wrap uagb-buttons-layout-wrap\">\n<div class=\"wp-block-uagb-buttons-child uagb-buttons__outer-wrap uagb-block-02d924d8 wp-block-button\"><div class=\"uagb-button__wrapper\"><a class=\"uagb-buttons-repeater wp-block-button__link\" aria-label=\"\" href=\"https:\/\/thesai.org\/Publications\/ViewPaper?Volume=11&amp;Issue=10&amp;Code=IJACSA&amp;SerialNo=18\" rel=\"follow noopener\" target=\"_blank\"><div class=\"uagb-button__link\">Download in English<\/div><\/a><\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-56dd12e9 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-separator uagb-block-7332df82\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:url(&quot;data:image\/svg+xml,%3Csvg width='16' height='16' viewBox='0 0 16 16' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'%3E%3Cpath d='M6.29312 16.9999L17 6.29302M14.2931 16.9999L17 14.293M-0.707031 15.9999L16.0002 -0.707153M8.00017 -0.707153L-0.706882 7.9999' stroke='black'\/%3E%3C\/svg%3E&quot;)\"><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-ffe99a6b\">\n<div class=\"wp-block-uagb-image aligncenter uagb-block-0d25fd0b wp-block-uagb-image--layout-default wp-block-uagb-image--effect-static wp-block-uagb-image--align-center\"><figure class=\"wp-block-uagb-image__figure\"><img decoding=\"async\" srcset=\"https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying.png 1587w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-212x300.png 212w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-724x1024.png 724w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-768x1086.png 768w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-1086x1536.png 1086w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-1448x2048.png 1448w, https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying-8x12.png 8w\" sizes=\"(max-width: 480px) 150px\" src=\"https:\/\/ciberbullying.situada.online\/wp-content\/uploads\/2024\/03\/Infographic_ciberbullying.png\" alt=\"\" class=\"uag-image-1988\" width=\"1025\" height=\"1549\" title=\"Infografia_ciberbullying-1\" loading=\"lazy\"\/><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-b2ca3c26\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:url(&quot;data:image\/svg+xml,%3Csvg width='16' height='16' viewBox='0 0 16 16' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'%3E%3Cpath d='M6.29312 16.9999L17 6.29302M14.2931 16.9999L17 14.293M-0.707031 15.9999L16.0002 -0.707153M8.00017 -0.707153L-0.706882 7.9999' stroke='black'\/%3E%3C\/svg%3E&quot;)\"><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-f5439657\">\n<div class=\"wp-block-uagb-info-box uagb-block-bdbfef10 uagb-infobox__content-wrap  uagb-infobox-icon-above-title uagb-infobox-image-valign-top\"><div class=\"uagb-ifb-content\"><div class=\"uagb-ifb-title-wrap\"><h3 class=\"uagb-ifb-title\"><strong>Reference<\/strong><\/h3><\/div><p class=\"uagb-ifb-desc\">Cuzcano, X.M., &amp; 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. <a href=\"http:\/\/dx.doi.org\/10.14569\/IJACSA.2020.0111018\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dx.doi.org\/10.14569\/IJACSA.2020.0111018<\/a><\/p><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-df45237f\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>A Comparison of Classification Models to Detect Cyberbullying in the Peruvian Spanish Language on Twitter<\/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":"Comparativa de Modelos de Machine Learning para la Detecci\u00f3n de Ciberbullying en Twitter en Espa\u00f1ol Peruano","_links":{"self":[{"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1872"}],"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=1872"}],"version-history":[{"count":21,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1872\/revisions"}],"predecessor-version":[{"id":2034,"href":"https:\/\/ciberbullying.situada.online\/en\/wp-json\/wp\/v2\/pages\/1872\/revisions\/2034"}],"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=1872"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}