{"id":508,"date":"2025-10-30T16:06:43","date_gmt":"2025-10-30T16:06:43","guid":{"rendered":"https:\/\/proyectos.webtime.com.mx\/?page_id=508"},"modified":"2025-11-07T21:38:22","modified_gmt":"2025-11-07T21:38:22","slug":"estudio","status":"publish","type":"page","link":"https:\/\/proyectos.webtime.com.mx\/index.php\/estudio\/","title":{"rendered":"Estudio"},"content":{"rendered":"

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ESTUDIO EMP\u00cdRICO<\/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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Metodolog\u00eda<\/h2>\n

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Describiendo cada uno de los pasos que se piensan realizar para logar el objetivo.<\/p>\n

En cada una de las faces respecto a su \u00e1mbito de exploraci\u00f3n se recurrir\u00e1n a diferentes tipos de investigaci\u00f3n, como sus t\u00e9cnicas.<\/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\/Metodologia.gif\u00bb title_text=\u00bbMetodologia\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_4,1_4,1_4,1_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_blurb title=\u00bbDIAGN\u00d3STICO\u00bb use_icon=\u00bbon\u00bb font_icon=\u00bb||divi||400″ icon_color=\u00bb#ffffff\u00bb image_icon_background_color=\u00bb#5d58ef\u00bb 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link_option_url=\u00bb#\u00bb border_radii_image=\u00bbon|100%|100%|100%|100%\u00bb use_circle=\u00bbon\u00bb circle_color=\u00bb#ff236c\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb box_shadow_color__hover_enabled=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_color__hover=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_style__hover=\u00bbnone\u00bb box_shadow_style__hover_enabled=\u00bbnone\u00bb image_icon_background_color__sticky_enabled=\u00bb#00a6c0″ image_icon_background_color__sticky=\u00bb#00a6c0″][\/et_pb_blurb][\/et_pb_column][et_pb_column type=\u00bb1_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_blurb title=\u00bbCONSTRUCCI\u00d3N\u00bb use_icon=\u00bbon\u00bb font_icon=\u00bb||fa||900″ icon_color=\u00bb#ffffff\u00bb image_icon_background_color=\u00bb#5d58ef\u00bb image_icon_width=\u00bb48px\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb header_font=\u00bbNunito Sans|700|||||||\u00bb header_font_size=\u00bb20px\u00bb header_line_height=\u00bb1.8em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb2em\u00bb image_icon_custom_padding=\u00bb25px|25px|25px|25px|false|false\u00bb text_orientation=\u00bbcenter\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbbottom\u00bb animation_intensity_slide=\u00bb2%\u00bb animation=\u00bboff\u00bb link_option_url=\u00bb#\u00bb border_radii_image=\u00bbon|100%|100%|100%|100%\u00bb use_circle=\u00bbon\u00bb circle_color=\u00bb#ffc259″ locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb box_shadow_color__hover_enabled=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_color__hover=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_style__hover=\u00bbnone\u00bb box_shadow_style__hover_enabled=\u00bbnone\u00bb image_icon_background_color__sticky_enabled=\u00bb#00a6c0″ image_icon_background_color__sticky=\u00bb#00a6c0″][\/et_pb_blurb][\/et_pb_column][et_pb_column type=\u00bb1_4″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_blurb title=\u00bbVALIDACI\u00d3N
\n\u00bb use_icon=\u00bbon\u00bb font_icon=\u00bb||fa||900″ icon_color=\u00bb#ffffff\u00bb image_icon_background_color=\u00bb#5d58ef\u00bb image_icon_width=\u00bb48px\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb header_font=\u00bbNunito Sans|700|||||||\u00bb header_font_size=\u00bb20px\u00bb header_line_height=\u00bb1.8em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb2em\u00bb image_icon_custom_padding=\u00bb25px|25px|25px|25px|false|false\u00bb text_orientation=\u00bbcenter\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbbottom\u00bb animation_intensity_slide=\u00bb2%\u00bb animation=\u00bboff\u00bb link_option_url=\u00bb#\u00bb border_radii_image=\u00bbon|100%|100%|100%|100%\u00bb use_circle=\u00bbon\u00bb circle_color=\u00bb#ff7f59″ locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb box_shadow_color__hover_enabled=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_color__hover=\u00bbrgba(0,0,0,0.3)\u00bb box_shadow_style__hover=\u00bbnone\u00bb box_shadow_style__hover_enabled=\u00bbnone\u00bb image_icon_background_color__sticky_enabled=\u00bb#00a6c0″ image_icon_background_color__sticky=\u00bb#00a6c0″][\/et_pb_blurb][\/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=\u00bbrgba(0,0,0,0)\u00bb z_index=\u00bb10″ overflow-x=\u00bbhidden\u00bb overflow-y=\u00bbhidden\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb z_index=\u00bb10″ custom_padding_tablet=\u00bb\u00bb custom_padding_phone=\u00bb\u00bb custom_padding_last_edited=\u00bbon|tablet\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]III. ESTUDIO EMP\u00cdRICO<\/b>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.16″ _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

Diagn\u00f3stico<\/h2>\n

[\/et_pb_text][et_pb_toggle title=\u00bb1.OBJETO DE ESTUDIO\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

El objeto de estudio es la resultante de la intersecci\u00f3n entre el problema que instala la necesidad de avanzar a trav\u00e9s de un proceso de investigaci\u00f3n y los conceptos<\/strong>, sus definiciones y relaciones que otorgan sentido al objeto y que hacen a su interpretaci\u00f3n y comprensi\u00f3n. (Cohen N, 2019).<\/p>\n

<\/b><\/p>\n

\u201cAGENTE TUTOR PARA\u00a0<\/b>PLATAFORMAS EDUCATIVAS\u201d<\/b><\/p>\n

[\/et_pb_toggle][et_pb_toggle title=\u00bb2.INVESTIGACI\u00d3N DOCUMENTAL\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Se recopil\u00f3 informaci\u00f3n, consultando diversas fuentes como: libros, documentos digitales, revistas electr\u00f3nicas, foros, art\u00edculos cient\u00edficos y tesis con la finalidad de ampliar el panorama sobre el tema.<\/b><\/p>\n

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[\/et_pb_toggle][\/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\/Documental.jpg\u00bb title_text=\u00bbDocumental\u00bb align=\u00bbright\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb transform_origin=\u00bb0%|100%\u00bb positioning=\u00bbabsolute\u00bb position_origin_a=\u00bbtop_right\u00bb horizontal_offset=\u00bb-14%\u00bb z_index=\u00bb2″ vertical_offset_tablet=\u00bb0%\u00bb vertical_offset_phone=\u00bb0%\u00bb vertical_offset_last_edited=\u00bbon|tablet\u00bb horizontal_offset_tablet=\u00bb0%\u00bb horizontal_offset_phone=\u00bb0%\u00bb horizontal_offset_last_edited=\u00bbon|tablet\u00bb position_origin_a_tablet=\u00bbtop_right\u00bb position_origin_a_phone=\u00bbtop_right\u00bb position_origin_a_last_edited=\u00bbon|tablet\u00bb position_origin_f_tablet=\u00bb\u00bb position_origin_f_phone=\u00bb\u00bb position_origin_f_last_edited=\u00bbon|tablet\u00bb position_origin_r_tablet=\u00bb\u00bb position_origin_r_phone=\u00bb\u00bb position_origin_r_last_edited=\u00bbon|tablet\u00bb custom_margin=\u00bb-10vw|-10vw|24vw||false|false\u00bb custom_margin_tablet=\u00bb0vw||0vw|0vw|false|false\u00bb custom_margin_phone=\u00bb0vw||0vw|0vw|false|false\u00bb custom_margin_last_edited=\u00bbon|tablet\u00bb positioning_tablet=\u00bbrelative\u00bb positioning_phone=\u00bbrelative\u00bb positioning_last_edited=\u00bbon|tablet\u00bb 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=\u00bbrgba(0,0,0,0)\u00bb z_index=\u00bb10″ overflow-x=\u00bbhidden\u00bb overflow-y=\u00bbhidden\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb z_index=\u00bb10″ custom_padding_tablet=\u00bb\u00bb custom_padding_phone=\u00bb\u00bb custom_padding_last_edited=\u00bbon|tablet\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/Diseno.jpg\u00bb title_text=\u00bbDise\u00f1o\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][et_pb_column type=\u00bb1_2″ _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]III. ESTUDIO EMP\u00cdRICO<\/b>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.16″ _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

Dise\u00f1o<\/h2>\n

[\/et_pb_text][et_pb_toggle title=\u00bb1.MODELADO DE SISTEMAS\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

El modelado le permite especificar la estructura y el comportamiento de su sistema utilizando los recursos de manera eficiente.<\/p>\n

Un modelo es una herramienta invaluable durante la construcci\u00f3n, sirve como gu\u00eda para el programador y los dem\u00e1s involucrados en el proyecto.<\/b><\/b><\/p>\n

[\/et_pb_toggle][et_pb_toggle title=\u00bb2.DESARROLLO DE SOFTWARE\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

PSP est\u00e1 dise\u00f1ado para usarse con cualquier lenguaje de programaci\u00f3n o metodolog\u00eda de dise\u00f1o y se puede emplear para la mayor\u00eda de los aspectos del trabajo de software<\/b>, incluida la redacci\u00f3n de requisitos, la ejecuci\u00f3n de pruebas, la definici\u00f3n de procesos y la reparaci\u00f3n de defectos.<\/p>\n

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[\/et_pb_toggle][\/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=\u00bbrgba(0,0,0,0)\u00bb z_index=\u00bb10″ overflow-x=\u00bbhidden\u00bb overflow-y=\u00bbhidden\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb z_index=\u00bb10″ custom_padding_tablet=\u00bb\u00bb custom_padding_phone=\u00bb\u00bb custom_padding_last_edited=\u00bbon|tablet\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]III. ESTUDIO EMP\u00cdRICO<\/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

Construcci\u00f3n<\/h2>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb3_5,2_5″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb3_5″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Diagrama.jpg\u00bb title_text=\u00bbDiagrama\u00bb align=\u00bbcenter\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][et_pb_column type=\u00bb2_5″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/upload.wikimedia.org\/wikipedia\/commons\/thumb\/9\/99\/Unofficial_JavaScript_logo_2.svg\/1024px-Unofficial_JavaScript_logo_2.svg.png\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_toggle title=\u00bb1. ALGORITMO\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

La propuesta de funcionamiento se basa en un algoritmo que gu\u00eda las interacciones con los alumnos de manera efectiva y eficiente.<\/p>\n

Este algoritmo, representado visualmente mediante un diagrama de flujo, establece un conjunto de pasos claros y ordenados que la agente tutora sigue para abordar las necesidades individuales de cada estudiante.<\/b><\/p>\n

[\/et_pb_toggle][et_pb_toggle title=\u00bb 2. PROGRAMACI\u00d3N\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Se utiliz\u00f3 JS por ser un lenguaje optimo por su alto desempe\u00f1o en ambientes web.<\/p>\n

<\/b><\/p>\n

[\/et_pb_toggle][\/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=\u00bbrgba(0,0,0,0)\u00bb z_index=\u00bb10″ overflow-x=\u00bbhidden\u00bb overflow-y=\u00bbhidden\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb z_index=\u00bb10″ custom_padding_tablet=\u00bb\u00bb custom_padding_phone=\u00bb\u00bb custom_padding_last_edited=\u00bbon|tablet\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]III. ESTUDIO EMP\u00cdRICO<\/b>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.16″ _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

Validaci\u00f3n<\/h2>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/Prepost.jpg\u00bb title_text=\u00bbPrepost\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb z_index=\u00bb10″ custom_padding_tablet=\u00bb\u00bb custom_padding_phone=\u00bb\u00bb custom_padding_last_edited=\u00bbon|tablet\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_toggle title=\u00bb1. GRUPOS DE TRATAMIENTO\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

\n

Es el grupo de participantes que recibe la intervenci\u00f3n o el tratamiento que se est\u00e1 evaluando.\u00a0<\/span><\/span><\/span><\/p>\n<\/div>\n

[\/et_pb_toggle][\/et_pb_column][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_toggle title=\u00bb2. GRUPOS DE CONTROL\u00bb closed_toggle_background_color=\u00bbrgba(0,0,0,0)\u00bb icon_color=\u00bb#0054ff\u00bb open_icon_color=\u00bb#0054ff\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb title_text_color=\u00bb#000000″ title_font=\u00bbLato|700||on|||||\u00bb title_font_size=\u00bb12px\u00bb title_letter_spacing=\u00bb3px\u00bb title_line_height=\u00bb2em\u00bb body_font=\u00bb||||||||\u00bb body_line_height=\u00bb1.8em\u00bb custom_margin=\u00bb||20px|\u00bb animation_style=\u00bbslide\u00bb animation_direction=\u00bbleft\u00bb animation_delay=\u00bb200ms\u00bb animation_intensity_slide=\u00bb5%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

El grupo de control consiste en personas o empresas que no participaron en el programa, mientras que el grupo de tratamiento es el grupo que particip\u00f3 en el programa.<\/p>\n

<\/b><\/p>\n

<\/b><\/p>\n

[\/et_pb_toggle][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbCall to Action\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 locked=\u00bboff\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]III. ESTUDIO EMP\u00cdRICO<\/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 global_colors_info=\u00bb{}\u00bb]<\/p>\n

Dise\u00f1o y desarrollo<\/h2>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb3_4,1_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb3_4″ _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:\/\/youtu.be\/xWRGp2FYuG4″ image_src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Diseno-de-software-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||50px||50px\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=\u00bb1_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.16″ _module_preset=\u00bb_initial\u00bb text_font=\u00bb|600|||||||\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.8em\u00bb background_enable_color=\u00bboff\u00bb text_font_size_tablet=\u00bb16px\u00bb text_font_size_phone=\u00bb14px\u00bb text_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Tanto el dise\u00f1o, como el desarrollo de software juegan un papel crucial en la materializaci\u00f3n de esta propuesta innovadora<\/b>. Ya que son elementos fundamentales para la creaci\u00f3n del modulo propuesto.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.27.4″ _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_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/Modelo-1.jpg\u00bb title_text=\u00bbModelo\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb border_radii=\u00bbon|30px|30px|30px|30px\u00bb border_width_all=\u00bb20px\u00bb border_color_all=\u00bb#FFFFFF\u00bb box_shadow_style=\u00bbpreset1″ box_shadow_color=\u00bb#F39200″ global_colors_info=\u00bb{}\u00bb][\/et_pb_image][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_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbAbout\u00bb _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb0|0px||0px|false|false\u00bb custom_width_px__hover=\u00bb1080px\u00bb custom_width_px__hover_enabled=\u00bb1080px\u00bb custom_width_percent__hover=\u00bb80%\u00bb custom_width_percent__hover_enabled=\u00bb80%\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb gutter_width__hover=\u00bb3″ gutter_width__hover_enabled=\u00bb3″ parallax_1__hover=\u00bboff\u00bb parallax_1__hover_enabled=\u00bboff\u00bb parallax_2__hover=\u00bboff\u00bb parallax_2__hover_enabled=\u00bboff\u00bb parallax_3__hover=\u00bboff\u00bb parallax_3__hover_enabled=\u00bboff\u00bb parallax_method_1__hover=\u00bbon\u00bb parallax_method_1__hover_enabled=\u00bbon\u00bb parallax_method_2__hover=\u00bbon\u00bb 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ESTUDIO EMP\u00cdRICO<\/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

Estado an\u00edmico<\/b><\/h2>\n

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El estado an\u00edmico del estudiante, reflejado en su nivel de motivaci\u00f3n, inter\u00e9s y bienestar emocional, puede influir directamente en su disposici\u00f3n y capacidad para participar activamente en el proceso educativo.<\/strong> Por lo que es importante comprender c\u00f3mo los estados de \u00e1nimo y los estados mentales del estudiante pueden influir en su experiencia de aprendizaje.<\/p>\n

Un ejemplo de ello ser\u00eda un estudiante que experimenta un estado de \u00e1nimo negativo puede tener pensamientos autocr\u00edticos o de desmotivaci\u00f3n que afecten su disposici\u00f3n para participar activamente en el aprendizaje. <\/strong><\/p>\n

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\n[\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbHeader\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#d2ccfc\u00bb background_enable_image=\u00bboff\u00bb background_position=\u00bbbottom_center\u00bb custom_padding=\u00bb||10vw||false|false\u00bb locked=\u00bboff\u00bb collapsed=\u00bbon\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.20.0″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb||0px||false|false\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.20.0″ _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 locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

III. ESTUDIO EMP\u00cdRICO<\/b><\/p>\n

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Plataforma de aprendizaje<\/b><\/h2>\n

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III. ESTUDIO EMP\u00cdRICO<\/b><\/p>\n

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Agente tutor<\/h2>\n

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El contar con un modelo, permite con solo unas pocas descripciones de texto, el poder ayudar a crear r\u00e1pidamente obras de arte con el estilo que se desee<\/strong>, generando im\u00e1genes consistentes convirtiendo las ideas en realidad en poco tiempo.<\/p>\n

Aprovechar al m\u00e1ximo las capacidades de la inteligencia artificial generativa<\/strong> para crear un agente tutor efectivo.<\/p>\n

Ajustes iterativos, pruebas<\/strong> y optimizaciones que permitieron mejorar la calidad, coherencia y realismo del modelo final.<\/strong><\/p>\n

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III. ESTUDIO EMP\u00cdRICO<\/b><\/p>\n

[\/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_text_align=\u00bbleft\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

Resultados Experimentales<\/h2>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb27px|0px|0|0px|false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_video src=\u00bbhttps:\/\/youtu.be\/kWIJ2GE4ulE\u00bb image_src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Image_8-scaled.jpeg\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb border_radii=\u00bb|40px|40px||\u00bb global_colors_info=\u00bb{}\u00bb]
\n[\/et_pb_video][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.16″ _module_preset=\u00bb_initial\u00bb text_font=\u00bb||||||||\u00bb text_font_size=\u00bb16px\u00bb text_line_height=\u00bb2em\u00bb header_font=\u00bb||||||||\u00bb header_6_font=\u00bb||||||||\u00bb text_font_size_tablet=\u00bb\u00bb text_font_size_phone=\u00bb14px\u00bb text_font_size_last_edited=\u00bbon|phone\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Se analizaron tanto los objetivos particulares como el objetivo general de la investigaci\u00f3n, realizando un contraste de los alcances y logros alcanzados durante el desarrollo del proyecto<\/strong>. Este an\u00e1lisis permitio establecer en qu\u00e9 medida se cumplieron las metas planteadas inicialmente y c\u00f3mo las estrategias metodol\u00f3gicas implementadas contribuyeron a los resultados obtenidos.<\/p>\n

Adem\u00e1s eflexionar\u00e1 sobre los retos enfrentados a lo largo del proceso.\u00a0Las pruebas realizadas permitieron identificar tanto los logros alcanzados como las limitaciones encontradas.<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00bb1_2″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/universidadvirtualcnci.mx\/wp-content\/uploads\/2024\/07\/bdbeddc6c80b01322be91468c35f9d1f.gif\u00bb title_text=\u00bbObjetivo Logrado 02″ show_in_lightbox=\u00bbon\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#fbf5ec\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.20.0″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb||0px||false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.20.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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

<\/a>Logros alcanzados<\/h2>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.18.0″ _module_preset=\u00bb_initial\u00bb text_font=\u00bb||||||||\u00bb text_font_size=\u00bb16px\u00bb text_line_height=\u00bb2em\u00bb header_font=\u00bb||||||||\u00bb header_6_font=\u00bb||||||||\u00bb text_font_size_tablet=\u00bb16px\u00bb text_font_size_phone=\u00bb14px\u00bb text_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Los resultados experimentales demuestran avances significativos en el desarrollo, configuraci\u00f3n e integraci\u00f3n del agente tutor dentro de un entorno educativo digital.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00bb1″ make_equal=\u00bbon\u00bb specialty=\u00bbon\u00bb bg_img_2=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/11\/Objetivo-Logrado-01-scaled.jpeg\u00bb admin_label=\u00bbFeatures\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb background_color=\u00bbgcid-f2f634a5-c7d4-445d-95a0-e85c5f966eeb\u00bb locked=\u00bboff\u00bb collapsed=\u00bbon\u00bb global_colors_info=\u00bb{%22gcid-f2f634a5-c7d4-445d-95a0-e85c5f966eeb%22:%91%22background_color%22%93}\u00bb][et_pb_column type=\u00bb2_3″ specialty_columns=\u00bb2″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_row_inner column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column_inner type=\u00bb1_2″ saved_specialty_column_type=\u00bb2_3″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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 global_colors_info=\u00bb{}\u00bb]<\/p>\n

PRIMER OBJETIVO ESPEC\u00cdFICO<\/b><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbPoppins||||||||\u00bb text_line_height=\u00bb1.65em\u00bb header_font_size_tablet=\u00bb55px\u00bb header_font_size_last_edited=\u00bboff|desktop\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Como resultado de este estudio,<\/strong> se determin\u00f3 que Moodle representaba la mejor opci\u00f3n, gracias a su naturaleza de c\u00f3digo abierto, su alta compatibilidad con lenguajes web (PHP, JavaScript, MariaDB) y su arquitectura modular.<\/strong> Esta elecci\u00f3n no solo permiti\u00f3 comprender con profundidad la estructura interna del sistema, sino tambi\u00e9n dise\u00f1ar estrategias de integraci\u00f3n del agente tutor que mantuvieran la estabilidad del entorno y aprovecharan las ventajas de personalizaci\u00f3n que Moodle ofrece.<\/strong><\/p>\n

[\/et_pb_text][\/et_pb_column_inner][et_pb_column_inner type=\u00bb1_2″ saved_specialty_column_type=\u00bb2_3″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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 global_colors_info=\u00bb{}\u00bb]<\/p>\n

SEGUNDO OBJETIVO ESPEC\u00cdFICO<\/b><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbPoppins||||||||\u00bb text_line_height=\u00bb1.65em\u00bb header_font_size_tablet=\u00bb55px\u00bb header_font_size_last_edited=\u00bboff|desktop\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Hace referencia a la identificaci\u00f3n de eventos y condiciones para la intervenci\u00f3n del agente tutor.<\/strong><\/p>\n

Esta alternativa resulta especialmente \u00fatil para aquellos casos en los que el estudiante utiliza equipos que carecen de c\u00e1mara web o presentan limitaciones de hardware.<\/strong><\/p>\n

Este mecanismo posibilita que el agente tutor reconozca en tiempo real los estados emocionales manifestados durante el proceso de aprendizaje,<\/strong> favoreciendo una interacci\u00f3n m\u00e1s humana y emp\u00e1tica.<\/p>\n

[\/et_pb_text][\/et_pb_column_inner][\/et_pb_row_inner][et_pb_row_inner column_structure=\u00bb1_2,1_2″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column_inner type=\u00bb1_2″ saved_specialty_column_type=\u00bb2_3″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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 global_colors_info=\u00bb{}\u00bb]<\/p>\n

TERCER OBJETIVO ESPEC\u00cdFICO<\/b><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbPoppins||||||||\u00bb text_line_height=\u00bb1.65em\u00bb header_font_size_tablet=\u00bb55px\u00bb header_font_size_last_edited=\u00bboff|desktop\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Hace referencia al desarrollo del modelo de agente tutor,<\/strong> el cual se materializ\u00f3 mediante la implementaci\u00f3n de un prototipo funcional basado en tecnolog\u00edas de inteligencia artificial<\/strong> y reconocimiento facial.<\/p>\n

Tutor de una capacidad de actuaci\u00f3n adaptativa, permiti\u00e9ndole responder en tiempo real a las condiciones del estudiante<\/strong> y al contexto de aprendizaje.<\/p>\n

[\/et_pb_text][\/et_pb_column_inner][et_pb_column_inner type=\u00bb1_2″ saved_specialty_column_type=\u00bb2_3″ _builder_version=\u00bb4.18.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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 global_colors_info=\u00bb{}\u00bb]<\/p>\n

CUARTO OBJETIVO ESPEC\u00cdFICO<\/b><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb text_font=\u00bbPoppins||||||||\u00bb text_line_height=\u00bb1.65em\u00bb header_font_size_tablet=\u00bb55px\u00bb header_font_size_last_edited=\u00bboff|desktop\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

Consiste en la integraci\u00f3n y puesta en marcha del agente tutor en la plataforma Moodle.\u00a0<\/strong><\/p>\n

Las pruebas realizadas en condiciones controladas demostraron que el tutor es capaz de operar con fluidez, identificando al usuario y respondiendo a sus expresiones faciales en tiempo real.<\/strong><\/p>\n

[\/et_pb_text][\/et_pb_column_inner][\/et_pb_row_inner][\/et_pb_column][et_pb_column type=\u00bb1_3″ _builder_version=\u00bb4.16″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_divider show_divider=\u00bboff\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb height_tablet=\u00bb40vw\u00bb height_phone=\u00bb40vw\u00bb height_last_edited=\u00bbon|desktop\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][\/et_pb_column][\/et_pb_section][et_pb_section fb_built=\u00bb1″ _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#fbf5ec\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.20.0″ _module_preset=\u00bbdefault\u00bb custom_padding=\u00bb||0px||false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4″ _builder_version=\u00bb4.20.0″ _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbNunito Sans|900|||||||\u00bb header_2_text_align=\u00bbleft\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

<\/a>Limitaciones encontradas<\/h2>\n

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Tambi\u00e9n se identificaron limitaciones t\u00e9cnicas y operativas que impidieron el cumplimiento total del objetivo general y del \u00faltimo objetivo espec\u00edfico, relacionado con la evaluaci\u00f3n del impacto educativo del agente tutor.<\/strong><\/p>\n

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Durante el proceso de implementaci\u00f3n se detect\u00f3 que exist\u00eda interrupci\u00f3n del agente tutor entre p\u00e1ginas. Se observ\u00f3 que el agente tutor se cerraba al cambiar de una p\u00e1gina a otra dentro de Moodle,<\/strong> debido a que el sistema actualiza la sesi\u00f3n y reinicia el entorno del navegador.<\/p>\n

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Aunado a lo anterior tambi\u00e9n se descubri\u00f3 la dependencia de la visibilidad de la ventana emergente. El reconocimiento facial se deten\u00eda cuando el alumno cambiaba a otra aplicaci\u00f3n o minimizaba la ventana del navegador.<\/strong><\/p>\n

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De las limitaciones m\u00e1s relevantes identificadas durante el desarrollo fue la restricci\u00f3n impuesta por el entorno Moodle. Debido a sus medidas de seguridad,<\/strong> esta plataforma impide la ejecuci\u00f3n directa de c\u00f3digos externos en JavaScript<\/strong>. Para superar esta limitaci\u00f3n fue necesario realizar modificaciones avanzadas en la base de datos<\/strong> y en los archivos internos del sistema, con el fin de insertar el c\u00f3digo de manera manual dentro de su estructura nativa.<\/p>\n

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La m\u00e1s importante de las limitaciones de la investigaci\u00f3n fue la imposibilidad de realizar una evaluaci\u00f3n con usuarios finales.<\/strong> Debido a las restricciones de tiempo personales y alcance del proyecto, no fue posible llevar a cabo pruebas de aceptaci\u00f3n ni aplicar instrumentos de medici\u00f3n con estudiantes reales.<\/p>\n

[\/et_pb_text][\/et_pb_column_inner][\/et_pb_row_inner][\/et_pb_column][\/et_pb_section][et_pb_section fb_built=\u00bb1″ admin_label=\u00bbMenu\u00bb _builder_version=\u00bb4.25.1″ _module_preset=\u00bbdefault\u00bb background_color=\u00bb#FFFFFF\u00bb background_enable_mask_style=\u00bbon\u00bb background_mask_style=\u00bbbean\u00bb background_mask_color=\u00bb#00A6C0″ locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row _builder_version=\u00bb4.23.1″ _module_preset=\u00bbdefault\u00bb custom_margin=\u00bb100px||||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_image src=\u00bbhttps:\/\/proyectos.webtime.com.mx\/wp-content\/uploads\/2025\/10\/971px-Logo_de_la_UAEMex.svg_.png\u00bb _builder_version=\u00bb4.27.4″ _module_preset=\u00bbdefault\u00bb width=\u00bb20%\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.4″ _module_preset=\u00bb_initial\u00bb header_2_font=\u00bbPoppins|700|||||||\u00bb header_2_text_color=\u00bb#442854″ header_2_font_size=\u00bb40px\u00bb header_2_line_height=\u00bb0.95em\u00bb header_3_font=\u00bbAlbert Sans|700|||||||\u00bb header_3_text_color=\u00bb#233367″ header_3_font_size=\u00bb25px\u00bb header_3_letter_spacing=\u00bb10px\u00bb text_orientation=\u00bbcenter\u00bb max_width=\u00bb700px\u00bb module_alignment=\u00bbcenter\u00bb custom_margin=\u00bb||10px||false|false\u00bb header_2_font_size_tablet=\u00bb32px\u00bb header_2_font_size_phone=\u00bb24px\u00bb header_2_font_size_last_edited=\u00bbon|phone\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n

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

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TUTOR<\/p>\n

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

ESTUDIO EMP\u00cdRICODESARROLLO 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. […]<\/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-508","page","type-page","status-publish","hentry"],"yoast_head":"\nEstudio - 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\/estudio\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Estudio - Proyectos Webtime\" \/>\n<meta property=\"og:description\" content=\"ESTUDIO EMP\u00cdRICODESARROLLO 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. 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