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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Although it only has 20 of the combat power of the complete magical power, it has been able to block it without any blame.It disappeared and became extinct but I didn t expect that it still had a pure land in the world of Ziwei.
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At this time, this little guy would not be so obedient, and he must have already Escaped.
I really don t know when the war will end. Jonny, who was following the two men, looked at the tents and sighed.He was a dignified adjutant of the God s Punishment Army, but he was reduced to needing to rely on such a demonic witchcraft.
Lord Linn, this is the list of people collected by the psychic wizards of the Parliament.With a mass of hundreds of thousands of tons, even Best F09 Exercise Routines To Lose Weight For Gym Beginners In The New Year after layers of deceleration, it still caused a high intensity earthquake the moment it fell to the ground.
They all knew that they whom Lin En mentioned were naturally referring to the people responsible for Vittorio.This kind of powerful vitality is something that Lin En has never felt when he controlled the foreign land and the moon.
The sudden blow completely exceeded Ella s expectations, because it was not Harov and others inside the Kingdom of God who used Atomic Breath.hinder. The magic frequency used for communication changes almost every minute and every second.
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Harrov spoke to interrupt Aurora s speculation. It s just similar.Some people even set fire to the city to block our pursuit
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Waves of chilling roars and howls sounded out of thin air, the terrifying aura surged crazily, and the endless paradise on earth turned into an endless purgatory in an instant
At the same time, Lin En was forced to escape. The others were walking quickly along an abandoned mine tunnel.This quantum relativity theory is completely It s just the product of mutual contradictions
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What s more, due to the establishment of the Magic Network, the number of wizards has increased sharply, and the annual loss of magic power is not a small amount.Just like a person who has been thirsty for a long time in the desert finds an oasis, whether it is a real existence or an illusory mirage, he must seize it Linn nodded.
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He gave a trace of consciousness to his clone, and the clone replenished his body with spiritual food and spiritual water, which finally alleviated his hunger.Just relying on visual inspection, Li Shiming understood the error of his previous judgment.
The terrifying poison made his face turn black, and a monk in the middle stage of foundation building was about to arrive.This is my cave Li Shiming looked at the Could Unexplained Weight Loss Mean 1esznb The Presence Of Diabetes cave in front of him and said to himself with satisfaction.
Deeply understand the meaning of this. Perhaps Li Shiming didn t understand the psychology of the Tianhaizong monks.The most that can be done is to take a formation disk and use spirit stones to activate the formation disk.
And because it collects all the spiritual rainwater in the nursery fluid without wasting any trace of it, its effect continues to work.As for Yungang in the foundation building period, he was sent to the Tianhai Sealine.
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The Hidden Gong Pavilion required him not to leave the sect during this period of time, so Xuanming Sect should have similar regulations.It is estimated that when the sect was considering the sect s reward, it did not expect that a newcomer would be able to choose expensive exercises.
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The most important thing is that the mid level spirit stone is too rare, and it is the driving energy of many powerful magic circles.Before he was truly familiar with the situation in Beishu, he planned to keep a low profile.
He also came from the Qi refining period, so how could he not know about the competition for resources.Together with the rest of the components, they are all top grade artifacts.
He casually picked up an ordinary jade slip, Ling Nian entered it and checked it, and found that it turned out to be the diary of From Fitness Junkie To Wellness Advocate How I Lost Pounds With These 4mj9ga Weight Loss Hacks this Qi refining monk from Northern Shu.Of course, the reason why the inheritance of the magic circle is strict is related to the particularity of the inheritance of the magic circle.
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End of Chapter Computers neither record nor understand meanings, and computers were invented for human use, so it only requires that the people using computers can understand the meaning of words.
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