{"id":108071,"date":"2018-03-11T10:32:43","date_gmt":"2018-03-11T10:32:43","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/aplicacion-de-procedimientos-data-mining-a-conductas-desviadas\/"},"modified":"2018-03-11T10:32:43","modified_gmt":"2018-03-11T10:32:43","slug":"aplicacion-de-procedimientos-data-mining-a-conductas-desviadas","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/santiago-de-compostela\/aplicacion-de-procedimientos-data-mining-a-conductas-desviadas\/","title":{"rendered":"Aplicaci\u00f3n de procedimientos data mining a conductas desviadas"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Elena Gervilla Garc\u00eda <\/strong><\/h2>\n<p>La miner\u00eda de datos (data mining) surge de la confluencia de disciplinas como la estad\u00edstica y la inteligencia artificial y se podr\u00eda definir como el proceso de extraer informaci\u00f3n \u00fatil de grandes bases de datos. Es amplio el abanico de t\u00e9cnicas disponibles, desde las sencillas reglas de asociaci\u00f3n y el an\u00e1lisis de clusters hasta las complejas redes neuronales artificiales, pasando por los clasificadores bayesianos o los populares \u00e1rboles de clasificaci\u00f3n y regresi\u00f3n. Adem\u00e1s, t\u00e9cnicas ampliamente utilizadas por la estad\u00edstica cl\u00e1sica como la regresi\u00f3n tambi\u00e9n tienen cabida en esta metodolog\u00eda desde una aproximaci\u00f3n que tiene en cuenta la amplia capacidad de almacenamiento de las actuales bases de datos.  si bien estas herramientas han sido ampliamente aplicadas al \u00e1mbito de la empresa, a\u00fan son escasos los trabajos que utilicen estos procedimientos en el campo de la psicolog\u00eda. El objetivo de este trabajo es ofrecer una amplia visi\u00f3n de las t\u00e9cnicas que se incluyen dentro de data mining aplicadas al campo concreto de las sustancias adictivas.  en general, los resultados de este trabajo (que cuenta con una muestra de 9300 adolescentes escogidos aleatoriamente de distintos centros escolares) se concretan en la publicaci\u00f3n de ocho art\u00edculos donde se aplican algunas de las estrategias m\u00e1s populares de data mining para averiguar cu\u00e1les son los factores psicosociales que se relacionan con el consumo de sustancias legales e ilegales en la adolescencia.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Aplicaci\u00f3n de procedimientos data mining a conductas desviadas<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Aplicaci\u00f3n de procedimientos data mining a conductas desviadas <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Elena Gervilla Garc\u00eda <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Santiago de compostela<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 25\/04\/2011<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Alfonso Palmer Pol<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: ram\u00f3n Arce fern\u00e1ndez <\/li>\n<li>Juan  Jos\u00e9 Monta\u00f1o moreno (vocal)<\/li>\n<li>francisca Fari\u00f1a rivera (vocal)<\/li>\n<li>Jos\u00e9 Mar\u00eda Losilla vidal (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Elena Gervilla Garc\u00eda La miner\u00eda de datos (data mining) surge de la confluencia de disciplinas como la [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","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":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","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 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