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».
La colaboración entre el sector público y empresas privadas de tecnología puede contribuir a una sinergia que ayudará a lograr que México se posicione en la economía mundial.
El almacenamiento por contrato combina la rentabilidad del almacenamiento público con servicios mejorados y seguridad exclusiva. Sin embargo, antes de firmar, las organizaciones deben evaluar todas las opciones para asegurarse de que este tipo de almacenamiento cumpla con sus objetivos y prioridades. La elección correcta garantizará la eficiencia y el éxito en las operaciones de su negocio industrial.
Tener la capacidad de saber exactamente cuánto de sus presupuestos de medios se destinan a gastos de trabajo es sello de confianza imprescindible para una larga y sólida relación de negocios.
Si este año no es la excepción y las ventas se incrementan, es importante estar preparado desde un comienzo, tomando en cuenta los consejos de Microsip.
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Before the red feathered eagle fell, he kicked hard on the red feathered eagle.Yin Yang Sect, people from the Yin Yang Sect have arrived someone exclaimed.
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If they wanted to It s unlikely to decide the winner quickly.The hair on its body stood upside down, as if it was covered with spikes.
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His spiritual consciousness sensed the clay tablet, but Li Shiming looked confused.If you take it forcibly, you may lose money, and you will need to compensate if you fail to meet the requirements.
At that time, Li Shiming had no background in the headquarters, and it was normal for him to be bullied.When the soul piercing needle penetrates into a monk s body, it will continuously cause pain to the soul.
No, the cave is being destroyed. Let s leave quickly Wu Qi reacted immediately and shouted loudly.Because Li Shiming was special, she discovered it when Li Shiming arrived.
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Although there was a gap between him and Zuo Ancestor s descendants, Zuo Ancestor treated him well and was a qualified senior.This has been planned for a long time. Once the base is breached, the teams of the various superpowers will engage in mobile warfare.
The battle between Jianyi Chongxiao Pavilion and Baidi Sect, as the battle lasted longer and longer, the combat power of both sides also changed greatly.The two mid level Nascent Soul monks were two of the six mid level Nascent Soul monks who ambushed Tang Xuening.
The Fire Jade Furnace flew down to the location he designated and was suspended in the air.If the Soul Gathering Plate is damaged, his cultivation will be in trouble.
This was the mark of the swordsman who was the core swordsman of the Sword Intent Chongxiao Pavilion.You don t need to do anything when you get to the resource point, you just need to sit in Brother Mao Jing assigned a task to Senior Brother Luo Pei said.
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Master, do you want to get a Lingbao Flying Sword Li Yuanba immediately understood what Jian Wuwei meant.At this time, the sky thunder had already fallen 160 times.
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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.
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.