{"id":4540,"date":"2020-11-23T21:00:00","date_gmt":"2020-11-23T20:00:00","guid":{"rendered":"https:\/\/wata.es\/?p=4540"},"modified":"2026-01-29T16:50:09","modified_gmt":"2026-01-29T15:50:09","slug":"juan-antonio-caballero-defiende-su-tesis-doctoral-obteniendo-su-doctorado-en-ingenieria-informatica","status":"publish","type":"post","link":"https:\/\/wata.es\/es\/juan-antonio-caballero-defiende-su-tesis-doctoral-obteniendo-su-doctorado-en-ingenieria-informatica\/","title":{"rendered":"Juan Antonio Caballero defiende su tesis doctoral, obteniendo su doctorado en Ingenier\u00eda Inform\u00e1tica"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Juan Antonio Caballero Hern\u00e1ndez, desarrollador de software en WATA Factory, obtiene el t\u00edtulo de Doctor en Ingenier\u00eda Inform\u00e1tica tras la defensa de su tesis doctoral, alcanzando la calificaci\u00f3n de <em>Sobresaliente Cum Laude<\/em>.<\/p>\n\n\n\n<!--more-->\n\n\n\n<p class=\"wp-block-paragraph\">La tesis doctoral ha sido realizada dentro del Programa Oficial de Doctorado de Ingenier\u00eda Inform\u00e1tica en la <a href=\"https:\/\/www.uca.es\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Universidad de C\u00e1diz<\/a>, y dirigida por Manuel Palomo Duarte y Juan Manuel Dodero Beardo.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Resumen<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Actualmente, la atenci\u00f3n de la educaci\u00f3n superior est\u00e1 centrada en la adquisici\u00f3n de competencias por parte de los estudiantes en vez de la tradicional adquisici\u00f3n de conocimientos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un aspecto relevante en la evaluaci\u00f3n de competencias es el an\u00e1lisis del proceso seguido durante la experiencia de aprendizaje. Mientras que los<strong> <\/strong>resultados finales suelen ser f\u00e1cilmente medidos y observados, <strong>los procesos seguidos <\/strong>para alcanzar estos resultados <strong>no suelen ser f\u00e1ciles de medir<\/strong> con enfoques manuales.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Serious Games<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Las experiencias de aprendizaje basadas en serious games han tomado relevancia en los \u00faltimos a\u00f1os gracias al crecimiento de la industria del videojuego. Los serious games o videojuegos educativos son<strong> videojuegos con prop\u00f3sitos para el aprendizaje<\/strong>. Jugando en estos entornos, los jugadores desarrollan sus competencias realizando multitud de interacciones para superar los retos planteados dentro del juego. Estas interacciones pueden ser almacenadas en registros de eventos como grandes conjuntos de datos que pueden proporcionar al proceso de evaluaci\u00f3n informaci\u00f3n objetiva sobra las competencias aplicadas.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Problem\u00e1tica<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Sin embargo, las experiencias de aprendizaje basadas en serious games presentan ciertas complejidades a la hora de evaluar las competencias de los estudiantes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En primer lugar, factores gen\u00e9ricos (como el g\u00e9nero del juego: plataformas, aventuras, etc.) y espec\u00edficos (como el contexto del juego: educaci\u00f3n superior, ense\u00f1anza empresarial, etc.) dificultan el proceso de evaluaci\u00f3n en comparaci\u00f3n con el de otros instrumentos de aprendizaje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En segundo lugar, la mayor\u00eda de m\u00e9todos de evaluaci\u00f3n identificados hasta la fecha poseen un <strong>enfoque manual, presentando problemas de escalabilidad, evaluaciones poco detalladas y falta de mec\u00e1nicas automatizadas<\/strong>. Todas estas limitaciones dificultan analizar en detalle grandes conjuntos de datos como pueden ser los eventos generados por las interacciones realizadas por los jugadores.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">An\u00e1lisis de secuencias<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Debido al car\u00e1cter secuencial de los eventos creados por las interacciones de los jugadores y a las limitaciones detectadas, se propone aplicar an\u00e1lisis de secuencias (sequence analysis) para evaluar las competencias desarrolladas en experiencias de aprendizaje basadas en serious games.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dentro del sequence analysis, <strong>las t\u00e9cnicas de miner\u00eda de procesos <\/strong>(process mining)<strong> permiten extraer conocimiento de registros de eventos de manera autom\u00e1tica<\/strong>. Process mining ha sido aplicada de forma exitosa en m\u00faltiples entornos educativos, acu\u00f1ando un t\u00e9rmino propio para este tipo de aplicaciones: Educational Process Mining (EPM).<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">M\u00e9todo propuesto<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">En esta tesis, se propone un m\u00e9todo basado en process mining para <strong>analizar las interacciones de los estudiantes dentro de una experiencia de aprendizaje basada en serious games<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En primer lugar, se propone un m\u00e9todo inicial de evaluaci\u00f3n de competencias. A continuaci\u00f3n, se llevan a cabo varios estudios para explorar los beneficios de las t\u00e9cnicas de process mining al ser aplicadas en contextos de aprendizaje. Finalmente, considerando los resultados obtenidos, se presenta una propuesta mejorada de m\u00e9todo de evaluaci\u00f3n de competencias la cual es implementada y validada en una experiencia de aprendizaje basada en serious games en educaci\u00f3n superior.<br><br>Los resultados obtenidos muestran que las t\u00e9cnicas de process mining proporcionan un m\u00e9todo adecuado para paliar las limitaciones de los procesos de evaluaci\u00f3n manuales en experiencias de aprendizaje basadas en serious games. Process mining proporciona un an\u00e1lisis escalable y detallado de las interacciones realizadas, permitiendo descubrir modelos para analizar el comportamiento de los estudiantes en procesos secuenciales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finalmente, <strong>las t\u00e9cnicas de process mining proporcionaron un apoyo automatizado para evaluar las competencias<\/strong> desarrolladas durante la experiencia de juego.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Educaci\u00f3n e investigaci\u00f3n: elementos fundamentales en el ADN de WATA Factory<\/h3>\n\n\n<div class=\"wp-block-image is-style-circle-mask\">\n<figure class=\"alignleft size-medium is-resized\"><div class=\"wpcp-wp-lightbox-host wpcp-advanced-image-lightbox-icon-hover\"><a class=\"wpcp-wp-lightbox-image-link\" href=\"https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01.jpg\" data-wpcp-wp-lb-image=\"1\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01-300x300.jpg\" alt=\"Retrato de Juan Antonio Caballero H\u00e9rnandez con barba y pendiente en camisa casual a cuadros\" class=\"wp-image-4587\" style=\"width:225px;height:225px\" srcset=\"https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01-300x300.jpg 300w, https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01-150x150.jpg 150w, https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01.jpg 360w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><a href=\"https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01.jpg\" data-fancybox=\"wpcp-wp-img-4587\" class=\"wpcp-lightbox-trigger wpcp-advanced-image-lightbox-icon wpcp-position-top-right wpcp-advanced-image-lightbox-icon-hover wpcp-global-lightbox-icon wpcp-lightbox-icon--global wpcp-lb-icon-style-default\" data-wpcp-lb-icon-source=\"global\" aria-label=\"Open image in lightbox\" data-thumb-src=\"https:\/\/wata.es\/wp-content\/uploads\/2020\/11\/JuanAntonio-Caballero-Hernandez-Back-01-300x300.jpg\" data-wpcp-lb-single=\"1\"><span class=\"wpcp-icon-container\"><svg viewBox=\"0 0 20 20\"><path d=\"M17.6585 16.025L14.2437 12.6198C15.1716 11.3338 15.6121 9.7613 15.4871 8.1819C15.362 6.60251 14.6795 5.11847 13.5607 3.99351C12.936 3.36206 12.1916 2.86066 11.3709 2.51845C10.5502 2.17623 9.66952 2 8.77995 2C7.89039 2 7.00969 2.17623 6.18899 2.51845C5.36829 2.86066 4.62395 3.36206 3.99919 3.99351C3.36594 4.61649 2.86312 5.35871 2.51992 6.17708C2.17673 6.99545 2 7.87365 2 8.76068C2 9.64772 2.17673 10.5259 2.51992 11.3443C2.86312 12.1627 3.36594 12.9049 3.99919 13.5279C5.11957 14.6901 6.62279 15.4103 8.23285 15.5562C9.84291 15.7022 11.4517 15.2641 12.7639 14.3224L16.1788 17.7275C16.3849 17.9034 16.6473 18 16.9186 18C17.1899 18 17.4523 17.9034 17.6585 17.7275C18.1138 17.16 18.1138 16.5925 17.6585 16.025ZM5.59278 12.0523C5.16258 11.6298 4.82094 11.1263 4.58774 10.5709C4.35455 10.0156 4.23446 9.41951 4.23446 8.81744C4.23446 8.21536 4.35455 7.6193 4.58774 7.06394C4.82094 6.50859 5.16258 6.00503 5.59278 5.58257C6.01644 5.15359 6.52144 4.81292 7.07838 4.58039C7.63532 4.34786 8.23308 4.22811 8.83687 4.22811C9.44066 4.22811 10.0384 4.34786 10.5954 4.58039C11.1523 4.81292 11.6573 5.15359 12.081 5.58257C12.5112 6.00503 12.8528 6.50859 13.086 7.06394C13.3192 7.6193 13.4393 8.21536 13.4393 8.81744C13.4393 9.41951 13.3192 10.0156 13.086 10.5709C12.8528 11.1263 12.5112 11.6298 12.081 12.0523C11.6573 12.4813 11.1523 12.822 10.5954 13.0545C10.0384 13.287 9.44066 13.4068 8.83687 13.4068C8.23308 13.4068 7.63532 13.287 7.07838 13.0545C6.52144 12.822 6.01644 12.4813 5.59278 12.0523Z\" \/><\/svg><\/span><\/a><\/div><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">En WATA Factory hemos desarrollado numerosos proyectos de software con base cient\u00edfica en colaboraci\u00f3n con <a href=\"https:\/\/kauffeld-lorenzo.de\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">diferentes universidades<\/a>, y estamos felices de que gran parte de nuestros empleados contin\u00faen form\u00e1ndose y profundizando en diversas \u00e1reas de conocimiento.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Damos la enhorabuena y <strong>felicitamos a Juan Antonio Caballero H\u00e9rnandez por su impecable trabajo<\/strong> en la preparaci\u00f3n de su tesis, por su esfuerzo continuo y deseo de mejorar, y por conseguir una calificaci\u00f3n de <em>Sobresaliente Cum Laude<\/em>, convirti\u00e9ndose en Doctor en Ingenier\u00eda Inform\u00e1tica.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83c\udf93 Perfil en <a href=\"https:\/\/scholar.google.es\/citations?hl=es&amp;user=6TTC_kgAAAAJ\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Google Academics<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Juan Antonio Caballero Hern\u00e1ndez, desarrollador de software en WATA Factory, obtiene el t\u00edtulo de Doctor en Ingenier\u00eda Inform\u00e1tica tras la defensa de su tesis doctoral, alcanzando la calificaci\u00f3n de Sobresaliente Cum Laude.<\/p>\n","protected":false},"author":2,"featured_media":4573,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[89],"tags":[],"class_list":["post-4540","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Juan Antonio Caballero defiende su tesis doctoral, obteniendo su doctorado en Ingenier\u00eda Inform\u00e1tica - WATA Factory<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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