{"id":1386,"date":"2024-11-28T18:42:27","date_gmt":"2024-11-28T21:42:27","guid":{"rendered":"https:\/\/datamining.dc.uba.ar\/datamining\/?p=1386"},"modified":"2024-12-19T11:45:21","modified_gmt":"2024-12-19T14:45:21","slug":"defensa-de-tesis-viviana-diaz-19-12-2024-10-hs","status":"publish","type":"post","link":"https:\/\/datamininguba.com.ar\/datamining\/2024\/11\/28\/defensa-de-tesis-viviana-diaz-19-12-2024-10-hs\/","title":{"rendered":"Defensa de Tesis \u2013 Viviana D\u00edaz \u2013 19\/12\/2024 \u2013 10 hs."},"content":{"rendered":"<p>El Jueves 19\/12 se realiz\u00f3 la Defensa de Tesis de Viviana D\u00edaz titulada \u201cAgrupamiento de datos de seguimiento ocular durante el test neuropsicol\u00f3gico Trail Making Test-A\u201d. \u00a0La misma cont\u00f3 con la direcci\u00f3n del Dr. Gustavo Gasaneo y del Dr. Marcelo A. Soria. Los jurados fueron la Dra. Ana Carolina Maldonado, Dr. Claudio Delrieux y Dr. Juan Kamienkowski. La defensa se realiz\u00f3 de manera online y puede verse a trav\u00e9s del siguiente link: <a href=\"https:\/\/www.youtube.com\/live\/HAZyxh9UhDk\" target=\"_blank\" rel=\"noopener\">https:\/\/www.youtube.com\/live\/HAZyxh9UhDk<\/a><\/p>\n<p>Resumen:<\/p>\n<p>En este trabajo de tesis se realiza un estudio de posibles agrupamientos de datos de seguimiento ocular de 108 personas registradas durante la realizaci\u00f3n del test atencional conocido como \u201cTrail Making Test-A\u201d (TMT-A). Se desarrolla un an\u00e1lisis de clustering desde tres distintos enfoques. En primer lugar, se agrupan las trayectorias visuales a partir de una serie de variables obtenidas de los registros de cada individuo que resumen, en alg\u00fan sentido, la informaci\u00f3n global de la ruta de escaneo ocular. En el segundo enfoque, se agrupan las posiciones de la mirada de cada individuo en la pantalla como una serie de tiempo bidimensional y dos series temporales unidimensionales. El tercer punto de vista considera las trayectorias oculares como secuencias de vectores geom\u00e9tricos definidos por las fijaciones y sacadas del escaneo visual. En este caso se utiliza el m\u00e9todo multidimensional conocido como MultiMatch para generar medidas de similitud entre las trayectorias espacio-temporales y se agrupan las resoluciones del test a partir de ellas.<\/p>\n<p>El an\u00e1lisis que se ha llevado a cabo brinda un panorama amplio de agrupamiento de este tipo de datos de seguimiento ocular desde distintas \u00f3pticas y se han desarrollado m\u00e9todos de utilidad para detectar trayectorias an\u00f3malas que pueden ser de inter\u00e9s para los especialistas. Adem\u00e1s, el estudio incluye una perspectiva general de la resoluci\u00f3n del test y una mas localizada, lo que proporciona la posibilidad de su utilizaci\u00f3n como herramienta cl\u00ednica en contextos con y sin capacidad de medici\u00f3n electr\u00f3nica.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El Jueves 19\/12 se realiz\u00f3 la Defensa de Tesis de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":49,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1386","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Defensa de Tesis \u2013 Viviana D\u00edaz \u2013 19\/12\/2024 \u2013 10 hs. - Maestr\u00eda en Data Mining<\/title>\n<meta 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