{"id":500,"date":"2025-10-30T02:23:09","date_gmt":"2025-10-30T02:23:09","guid":{"rendered":"https:\/\/proyectos.webtime.com.mx\/?page_id=500"},"modified":"2025-11-07T21:24:15","modified_gmt":"2025-11-07T21:24:15","slug":"fundamentacion","status":"publish","type":"page","link":"https:\/\/proyectos.webtime.com.mx\/index.php\/fundamentacion\/","title":{"rendered":"Fundamentaci\u00f3n"},"content":{"rendered":"

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Fundamentaci\u00f3n<\/h1>\n

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DESARROLLO DE UN AGENTE TUTOR PARA PROPORCIONAR ADAPTABILIDAD A PLATAFORMAS DE APRENDIZAJE MEDIANTE RECONOCIMIENTO FACIAL DE EMOCIONES<\/strong><\/p>\n

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Las emociones son parte de la comunicaci\u00f3n que tiene el ser humano.\u00a0<\/h3>\n

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Contenido<\/h2>\n

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CONTEXTUALIZACI\u00d3N DE LA INVESTIGACI\u00d3N\u00bb open_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb closed_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb icon_color=\u00bb#E00055″ open_icon_color=\u00bb#B41737″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#FFFFFF\u00bb title_font=\u00bb|700|||||||\u00bb title_font_size=\u00bb18px\u00bb title_line_height=\u00bb1.8em\u00bb body_text_color=\u00bb#FFFFFF\u00bb body_font_size=\u00bb18px\u00bb body_line_height=\u00bb1.8em\u00bb background_enable_color=\u00bboff\u00bb custom_margin=\u00bb||0px\u00bb custom_padding=\u00bb|0px||0px||true\u00bb border_width_all=\u00bb0px\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

I. Planteamiento del problema
II. Objetivo
III. Delimitaci\u00f3n
IV. Hip\u00f3tesis<\/p>\n

[\/et_pb_toggle][et_pb_toggle title=\u00bb2. FUNDAMENTACI\u00d3N INICIAL\u00bb open_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb closed_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb icon_color=\u00bb#E00055″ open_icon_color=\u00bb#B41737″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#FFFFFF\u00bb title_font=\u00bb|700|||||||\u00bb title_font_size=\u00bb18px\u00bb title_line_height=\u00bb1.8em\u00bb body_text_color=\u00bb#FFFFFF\u00bb body_font_size=\u00bb18px\u00bb body_line_height=\u00bb1.8em\u00bb background_enable_color=\u00bboff\u00bb custom_margin=\u00bb||0px\u00bb custom_padding=\u00bb|0px||0px||true\u00bb border_width_all=\u00bb0px\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

I. Plataforma de aprendizaje
II. Agente tutor
III. Perfil del estudiante
IV. Emociones
V. Inteligencia artificial
VI. Estado del arte<\/p>\n

[\/et_pb_toggle][et_pb_toggle title=\u00bb3. ESTUDIO EMP\u00cdRICO\u00bb open_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb closed_toggle_background_color=\u00bbRGBA(255,255,255,0)\u00bb icon_color=\u00bb#E00055″ open_icon_color=\u00bb#B41737″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#FFFFFF\u00bb title_font=\u00bb|700|||||||\u00bb title_font_size=\u00bb18px\u00bb title_line_height=\u00bb1.8em\u00bb body_text_color=\u00bb#FFFFFF\u00bb body_font_size=\u00bb18px\u00bb body_line_height=\u00bb1.8em\u00bb background_enable_color=\u00bboff\u00bb custom_margin=\u00bb||0px\u00bb custom_padding=\u00bb|0px||0px||true\u00bb border_width_all=\u00bb0px\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

I. METODOLOG\u00cdA
\u00a0 \u00a0i. Diagn\u00f3stico
\u00a0 \u00a0ii. Dise\u00f1o
\u00a0 \u00a0iii. Construcci\u00f3n
\u00a0 \u00a0iv. Validaci\u00f3n
\u00a0 \u00a0v. An\u00e1lisis de resultados<\/p>\n

II. DISE\u00d1O Y DESARROLLO<\/p>\n

\u00a0 \u00a0i. Perfil del estudiante
\u00a0 \u00a0ii. Plataforma de aprendizaje
\u00a0 \u00a0iii. Agente Tutor
\u00a0 \u00a0iv. Implementaci\u00f3n<\/p>\n

III. RESULTADO EXPERIMENTALES<\/p>\n

\u00a0 \u00a0i. Logros alcanzados
\u00a0 \u00a0i. Limitaciones encontradas<\/p>\n

\u00a0IV. CONCLUSIONES Y TRABAJOS FUTUROS<\/p>\n

\u00a0 \u00a0i. Referencias<\/p>\n

 <\/p>\n

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Plataformas de aprendizaje
\n<\/h2>\n

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Una plataforma de aprendizaje est\u00e1 dise\u00f1ada para apoyar a los profesores en la creaci\u00f3n, impartici\u00f3n y administraci\u00f3n de materias educativas,<\/b> certificaciones, diplomados, cursos y capacitaciones, constituida por aplicaciones para la creaci\u00f3n de materiales, adem\u00e1s de contar con mecanismos de evaluaci\u00f3n, todo desde un servidor dedicado a trav\u00e9s de internet <\/b>(S\u00e1nchez, 2009).<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/que-es-moodle.jpg\u00bb title_text=\u00bbCurso Moodle\u00bb _builder_version=\u00bb4.25.1″ _module_preset=\u00bbdefault\u00bb transform_origin=\u00bb50%|100%\u00bb custom_margin=\u00bb|-500px|||false|false\u00bb custom_margin_tablet=\u00bb|0px|||false|false\u00bb custom_margin_phone=\u00bb||||false|false\u00bb custom_margin_last_edited=\u00bbon|phone\u00bb scroll_rotating_enable=\u00bbon\u00bb scroll_rotating=\u00bb0|50|50|100|10\u00b0|0|0″ border_radii=\u00bbon|30px|30px|30px|30px\u00bb border_width_all=\u00bb5px\u00bb border_color_all=\u00bb#8E1861″ box_shadow_style=\u00bbpreset1″ box_shadow_color=\u00bb#8E1861″ global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbAbout\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#d2ccfc\u00bb use_background_color_gradient=\u00bbon\u00bb background_color_gradient_direction=\u00bb90deg\u00bb background_color_gradient_stops=\u00bbrgba(0,0,0,0.08) 30%|rgba(0,0,0,0) 30%\u00bb background_color_gradient_start=\u00bbrgba(0,0,0,0.08)\u00bb background_color_gradient_start_position=\u00bb30%\u00bb background_color_gradient_end=\u00bbrgba(0,0,0,0)\u00bb background_color_gradient_end_position=\u00bb30%\u00bb custom_padding=\u00bb10vw||||false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row column_structure=\u00bb2_5,3_5″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb2_5″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/telehealth-28.png\u00bb title_text=\u00bbtelehealth-28″ align_tablet=\u00bbleft\u00bb align_phone=\u00bbright\u00bb align_last_edited=\u00bbon|phone\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb positioning=\u00bbabsolute\u00bb horizontal_offset=\u00bb-10%\u00bb width=\u00bb21%\u00bb width_tablet=\u00bb50%\u00bb width_phone=\u00bb30%\u00bb width_last_edited=\u00bboff|desktop\u00bb scroll_rotating_enable=\u00bbon\u00bb scroll_rotating=\u00bb0|50|50|100|20\u00b0|15\u00b0|-50\u00b0\u00bb motion_trigger_start=\u00bbbottom\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_video src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Tutor.mp4″ image_src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Agente-tutor-scaled.jpeg\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb scroll_vertical_motion=\u00bb0|50|50|100|1|0|-1″ border_radii=\u00bboff|10px|70px|10px|30px\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]
\n[\/et_pb_video][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/telehealth-34.png\u00bb title_text=\u00bbtelehealth-34″ align_tablet=\u00bbleft\u00bb align_last_edited=\u00bboff|desktop\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb positioning=\u00bbabsolute\u00bb position_origin_a=\u00bbbottom_right\u00bb vertical_offset=\u00bb-20%\u00bb horizontal_offset=\u00bb-10%\u00bb width=\u00bb32%\u00bb scroll_rotating_enable=\u00bbon\u00bb scroll_rotating=\u00bb0|50|50|100|30\u00b0|0|-30\u00b0\u00bb motion_trigger_start=\u00bbtop\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][et_pb_column type=\u00bb3_5″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbExo 2|||on|||||\u00bb text_text_color=\u00bb#0e4de3″ text_letter_spacing=\u00bb1px\u00bb text_orientation_tablet=\u00bbcenter\u00bb text_orientation_last_edited=\u00bboff|desktop\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]II.FUNDAMENTACI\u00d3N INICIAL<\/b>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_font_size=\u00bb48px\u00bb header_2_line_height=\u00bb1.2em\u00bb header_2_font_size_tablet=\u00bb32px\u00bb header_2_font_size_phone=\u00bb20px\u00bb header_2_font_size_last_edited=\u00bbon|desktop\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Agente tutor<\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_text_color=\u00bb#002E3F\u00bb text_font_size=\u00bb16px\u00bb text_line_height=\u00bb1.8em\u00bb link_text_color=\u00bb#003E51″ text_font_size_tablet=\u00bb15px\u00bb text_font_size_phone=\u00bb14px\u00bb text_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb]Un tutor es un profesional con formaci\u00f3n en el \u00e1mbito psicopedag\u00f3gico. Es el encargado de brindar acompa\u00f1amiento, seguimiento y asesor\u00eda al estudiantado\u00a0<\/b> en cuestiones t\u00e9cnicas, tecnol\u00f3gicas, psicopedag\u00f3gicas, socioemocionales y administrativas que favorezcan su adaptaci\u00f3n al modelo educativo, permanencia y egreso escolar (SEP, 2022).[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbWhy Choose Us\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#f1f1f1″ locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_margin=\u00bb||150px||false|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbExo 2|||on|||||\u00bb text_text_color=\u00bb#0e4de3″ text_letter_spacing=\u00bb1px\u00bb text_orientation_tablet=\u00bbcenter\u00bb text_orientation_last_edited=\u00bboff|desktop\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

II.FUNDAMENTACI\u00d3N INICIAL<\/b><\/p>\n

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Perfil del estudiante<\/h2>\n

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El perfil del estudiante es una fuente de conocimiento<\/b> que contiene informaci\u00f3n explicita del usuario<\/b>, adem\u00e1s de que se ajusta a los entornos de aprendizaje virtual (V\u00e9lez 2009)<\/b>.<\/p>\n

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II.FUNDAMENTACI\u00d3N INICIAL<\/b><\/p>\n

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Emociones
\n<\/h2>\n

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Existe evidencia suficiente de universalidad en las expresiones de: alegr\u00eda, ira, desagrado, tristeza y la mezcla entre el miedo\/sorpresa Ekman (1981).<\/b><\/p>\n

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Universalidad en las expresiones<\/b><\/h2>\n

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Las emociones son parte de la comunicaci\u00f3n que tiene el ser humano. Realizando expresiones faciales que son f\u00e1cilmente reconocibles, a pesar que su manifestaci\u00f3n puede darse en un periodo muy corto de tiempo (P\u00e9rez, 1999).<\/p>\n

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Deleite, j\u00fabilo, felicidad y admiraci\u00f3n.<\/p>\n

[\/et_pb_blurb][et_pb_blurb title=\u00bb2.\tDesagrado \u00bb use_icon=\u00bbon\u00bb font_icon=\u00bb||divi||400″ icon_color=\u00bb#B8CE1F\u00bb icon_placement=\u00bbleft\u00bb image_icon_width=\u00bb36px\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb header_font=\u00bbArchivo|700||on|||||\u00bb header_text_color=\u00bb#ecc600″ header_font_size=\u00bb14px\u00bb header_letter_spacing=\u00bb1px\u00bb body_font=\u00bbArchivo||||||||\u00bb custom_margin=\u00bb||16%||false|false\u00bb animation=\u00bboff\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{%22gcid-6171fd24-b893-4d22-843a-f4129850a5c1%22:%91%22header_text_color%22,%22header_text_color%22%93}\u00bb]<\/p>\n

Abominaci\u00f3n<\/p>\n

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Miedo: ansiedad, temor, estado de alerta, miedo y horror.<\/p>\n

Sorpresa: admiraci\u00f3n, asombro, estupefacci\u00f3n, estupor, extra\u00f1eza, pasmo, perplejidad y desconcierto sobresalto.<\/p>\n

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Anhelo, nostalgia, desaliento, desesperanza, dolor.<\/p>\n

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Irritaci\u00f3n, rabia, furia y odio.<\/p>\n

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IRA<\/h3>\n

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SORPRESA<\/h3>\n

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ALEGRIA<\/h3>\n

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TRISTEZA<\/h3>\n

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DESAGRADO<\/h3>\n

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Inteligencia Artificial<\/h2>\n

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La definici\u00f3n del Diccionario de Oxford Learners Dictionaries (2022) dice: \u201cLa inteligencia artificial es el estudio y desarrollo de sistemas inform\u00e1ticos que pueden copiar el comportamiento humano inteligente<\/b>\u201d. Esto incluye el aprendizaje autom\u00e1tico, el procesamiento del lenguaje natural, la visi\u00f3n por computadora, la rob\u00f3tica y otras \u00e1reas.<\/p>\n

    \n
  • Primera etapa inteligencia artificial d\u00e9bil (IAD)<\/li>\n
  • Segunda etapa inteligencia artificial general (IAG)<\/li>\n
  • Tercera etapa super inteligencia artificial (SIA)<\/span><\/li>\n<\/ul>\n

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    MTRO. MARIANO LE\u00d3N N\u00c1JERA<\/h2>\n

    DOCTORANTE<\/h3>\n

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    DIRECTORA DE TESIS<\/p>\n

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    CO DIRECTORA DE TESIS<\/p>\n

    [\/et_pb_blurb][\/et_pb_column][et_pb_column type=\u00bb1_3″ _builder_version=\u00bb4.23.1″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#3cdae0″ custom_padding=\u00bb80px|40px|60px|40px|false|true\u00bb custom_padding_tablet=\u00bb60px|30px|40px|30px|false|true\u00bb custom_padding_phone=\u00bb|20px||20px|false|true\u00bb custom_padding_last_edited=\u00bbon|phone\u00bb border_radii=\u00bbon|160px|160px|160px|160px\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_blurb title=\u00bbDR. SAMUEL OLMOS PE\u00d1A\u00bb image_icon_width=\u00bb48px\u00bb _builder_version=\u00bb4.23.1″ _module_preset=\u00bbdefault\u00bb header_font=\u00bbPoppins|700|||||||\u00bb header_text_color=\u00bb#442854″ header_font_size=\u00bb28px\u00bb header_line_height=\u00bb1.2em\u00bb body_font=\u00bbCabin||||||||\u00bb body_text_color=\u00bb#442854″ body_font_size=\u00bb16px\u00bb body_line_height=\u00bb1.8em\u00bb text_orientation=\u00bbcenter\u00bb animation=\u00bboff\u00bb body_font_size_tablet=\u00bb15px\u00bb body_font_size_phone=\u00bb14px\u00bb body_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

    TUTOR<\/p>\n

    [\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

    Fundamentaci\u00f3nDESARROLLO DE UN AGENTE TUTOR PARA PROPORCIONAR ADAPTABILIDAD A PLATAFORMAS DE APRENDIZAJE MEDIANTE RECONOCIMIENTO FACIAL DE EMOCIONESLas emociones son parte de la comunicaci\u00f3n que tiene el ser humano.\u00a0Realizando expresiones faciales que son f\u00e1cilmente reconocibles.ContenidoI. Planteamiento del problemaII. ObjetivoIII. Delimitaci\u00f3nIV. Hip\u00f3tesisI. Plataforma de aprendizajeII. Agente tutorIII. Perfil del estudianteIV. EmocionesV. Inteligencia artificialVI. Estado del arteI. METODOLOG\u00cdA\u00a0 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-500","page","type-page","status-publish","hentry"],"yoast_head":"\nFundamentaci\u00f3n - Proyectos Webtime<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/proyectos.webtime.com.mx\/index.php\/fundamentacion\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fundamentaci\u00f3n - Proyectos Webtime\" \/>\n<meta property=\"og:description\" content=\"Fundamentaci\u00f3nDESARROLLO DE UN AGENTE TUTOR PARA PROPORCIONAR ADAPTABILIDAD A PLATAFORMAS DE APRENDIZAJE MEDIANTE RECONOCIMIENTO FACIAL DE EMOCIONESLas emociones son parte de la comunicaci\u00f3n que tiene el ser humano.\u00a0Realizando expresiones faciales que son f\u00e1cilmente reconocibles.ContenidoI. Planteamiento del problemaII. ObjetivoIII. Delimitaci\u00f3nIV. Hip\u00f3tesisI. Plataforma de aprendizajeII. Agente tutorIII. Perfil del estudianteIV. EmocionesV. Inteligencia artificialVI. Estado del arteI. 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Planteamiento del problemaII. ObjetivoIII. Delimitaci\u00f3nIV. Hip\u00f3tesisI. Plataforma de aprendizajeII. Agente tutorIII. Perfil del estudianteIV. EmocionesV. Inteligencia artificialVI. Estado del arteI. 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