Beneficios de la inteligencia artificial en el aula

El doctor Félix Castro Espinoza, investigador de la Universidad Autónoma del Estado de Hidalgo (UAEH), colabora en el desarrollo y aplicación de herramientas de inteligencia artificial (IA) para mejorar ambientes educativos en línea, señala la Agencia Informativa Conacyt. En entrevista con la Institución el especialista nivel I del Sistema Nacional de Investigadores (SNI) explicó que el propósito del proyecto es dotar de herramientas que faciliten el trabajo de los tutores de educación en línea.

“Ese es uno de los grandes problemas que han existido en los entornos educativos en línea, que la carga de trabajo de los tutores incrementa de manera drástica, nada más por el hecho de utilizar herramientas colaborativas como foros de discusión, chats, etcétera. Mediante las herramientas de inteligencia artificial, los tutores obtienen capacidades como predecir la calificación que obtendrá un estudiante o caracterizar su comportamiento de aprendizaje, lo que implica una disminución en su carga de trabajo».

“El tutor tiene la opción de recurrir a estas herramientas en diferentes momentos del curso y conseguir una predicción de cuál es la calificación que van a obtener los estudiantes, de tal forma que si detecta alumnos reprobados, los puede retroalimentar y advertirles que con el comportamiento que han tenido corren el riesgo de reprobar”, expuso el doctor Félix Castro. «A través de estas herramientas computacionales también se puede identificar el comportamiento de los estudiantes que han sido exitosos en un curso, así como caracterizar el tiempo que le dedican a la plataforma y las actividades que realizan».

La plataforma

Para probar las herramientas que el grupo de investigadores diseñó con base en algoritmos, también desarrollaron una plataforma que ya se instaló en la red interna de algunas instituciones, entre ellas la Universidad Abierta de Cataluña (UOC, por sus siglas en catalán).

El doctor Félix Castro mencionó que los datos que se generan de la usabilidad de las herramientas de inteligencia artificial integradas a la plataforma se convierten en materia prima para crear los modelos de análisis que su grupo de investigación diseña.

“Entrenamos modelos, hemos utilizado modelos inductivos y posteriormente lo que hacemos es probarlos con datos reales, que son calificaciones, perfil de los estudiantes, eso es lo que tomamos como datos. La plataforma con herramientas de inteligencia artificial también fue implementada para impartir cursos de la UAEH en el Instituto Latinoamericano de la Comunicación Educativa (ILCE) y en universidades politécnicas».

El conjunto de herramientas que aplican para mejorar ambientes educativos en línea está englobado dentro de la minería de datos, que consiste en una serie de técnicas que incluye limpiar datos, analizarlos y encontrar patrones, para apoyar en la toma de decisiones.

“Este tipo de herramientas nosotros las hemos utilizado en otros contextos, en cuestiones climáticas, para predicción y clasificación, y sobre todo entendimiento de modelos climáticos, para predicción del calentamiento global”, refirió. «La minería de datos también la ha aplicado en modelos de creatividad computacional para componer música mediante fractales y ligarla a las emociones que le provoca a una persona».

“Entonces podemos caracterizar ese comportamiento y determinar qué debe de contener una pieza musical para poderle estimular a una persona una emoción de tranquilidad, por ejemplo. En todos los proyectos, el común denominador son equipos multidisciplinarios en busca de nuevas aplicaciones para la inteligencia artificial».

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Judging from the fact that Jingshui City obeyed the orders of Shuijing Sect and arrested the slaves Do the Keto Gummies Really Help You Lose Weight? A Comprehensive Review of the immortal cultivators, as well as the dealers, it can be seen that the Shuijing Sect has completely fallen into Did Rebel Wilson Opt for Weight Loss Surgery? the devil s way, cruelly Nufarm CBD Gummies Review: A Comprehensive Analysis of the Best CBD Gummies for Enhanced Focus and R and bloodyly devouring the flesh and blood souls of other immortal cultivators to nourish its own cultivation.

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How about I apologize to these two banker orphans From now on, when I see you, Lu Ziji, I will definitely stay away and be very polite, how about that Yang Rong said with a smile on his face, but his heart almost exploded with anger.He could feel that Prohemp Basics CBD Oil Reviews: A Comprehensive Guide to CBD for Anxiety Relief and Wellness (xvGhp) those terrifying formations could easily kill him And The Benefits and Quality of Vive CBD Gummies Sour Worms: A Comprehensive Review (fAmKm) Understanding the Benefits and Effects of CBD Gummy Bears for Overall Wellbeing Uly CBD Gummies Review by U.S. Fitness Enthusiasts: Benefits for Recovery and Overall Wellness her beautiful eyes looked at Lu Yu worriedly.

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She was wearing a white palace dress and looked so pitiful.Even a former genius like Lord Ye Tianzhen, a famous figure in Cangshan Star, would not be Lu Ziji s opponent if he maintained his cultivation at Finding the Best Source for Blue Vibe CBD Gummies: A Comprehensive Guide the peak of the Golden Core Stage.

In this life, I will definitely climb the road and transcend eternity Lu Yu s face was calm and indifferent, except for a pair of eyes, which were as bright as stars, exuding unyielding brilliance.He definitely had nothing to do with his senior brother Feng Zhang who grew Finding the Best Gummies for Sleep THC: A Comprehensive Guide to Restful Nights (Fiqjf) up in Cangshan Sect.

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