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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back with me to save people Yes Bingdie turned around lightly.He was so angry that he went to the deep valley alone to find weak persimmons to pinch, and lost his temper.
Apart from the ancient teleportation array in Liantai Cave, Ye Lingshi doesn t know where else there is a teleportation array that can teleport there.On the contrary, this ghost cultivator could not Too easy to deal with.
It is simply a desolate underwater world. Huh The dark green water line disappeared when it reached here My blue water unicorn seems to have also disappeared.Be careful Seeing these atomized casual cultivators coming at them with magic weapons and Taoist spells, Ye Ling shouted loudly, once again raised the long and narrow ice moon like Finding the Best Highest Potency Hemp Gummies for Enhanced Wellness (PktfJ)
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After death, the remnant god is also very powerful.They were caught by the golden squid s tentacles and thrown back.
Golden elixir cultivators like me have no chance to step in, so we can only take care of our own minor cultivators outside the formation.Lu Chuan nodded silently Yes Fellow Daoist Chen said The worst thing is, even if we open the crystal stone and get the best crystal coffin, it will be in vain if we can t get out of the Liantai Cave.
passing through the poisonous forest. I want to see what rare poisonous weeds and flowers there are in the poisonous forest They are poisonous spiritual herbs from ancient times, and they are worth picking some.looking at. Ye Ling s expression was still calm and indifferent.
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this. I came down the mountain this time to do one more thing, which is to help I asked my father to repay this favor
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Even after the big fuss over Qin Feng this time, doubts arose within the sect about his choice as the successor.As the eldest son of the Ye family, he naturally became the head of the Ye family when Mr.
If Mr. Chu is timid, then he is not the Chu Huaijiang who established the Martial Arts Temple on his own.She had been beaten until she almost fainted. The female staff member on the side took the opportunity to cover her with a piece of clothing, but it still could not hide her embarrassment.
He is just assisting the new king. What does it mean to be a lackey and not a lackey This time The words were spoken so calmly that the people of the Martial Alliance once again realized the horror of Panlong Palace.After all, you I won t survive tonight. He had a very fierce aura, and when he came over, he kicked David s companion away Get out of my way, don t interfere with my business With a light kick, the man was like plastic It flew out like a bag, which made people feel frightened.
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careful when you should be careful When everyone saw the moon, the monk in white satin gown mentioned that the ancient illusion of the barbarians was opened, which meant that Cave Mansion No.
But here Wang Shiyuan, Liang Yuzhu and Lu Binglan looked at Ye Ling with a bit of surprise.After all, a trace of his mind and soul had been immersed in the Immortal Mansion Jade Pendant.
Only in the center of the open space, three dwarf trees with twisted roots and leaves grew.Brother Ye, when you go back and report to Leader Qiao, you have the greatest credit.
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After all, the White Dragon Token held by Wang Shiyuan contains the aura of the Nascent Soul Ancestor and cannot be imitated by ordinary people.Seeing that he was only at the early stage of Jindan cultivation, there was a hint of contempt in his eyes.
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up the mountain, Qingwan, Xiaotao and the others also saw for the first time the Heavenly Tribulation Thunder that their master was absorbing, and their faces showed horror Only ice butterfly, catfish old demon and other spiritual beasts are by the thunder pool.
Siko Tingyan admires his master very much, how can his master take advantage of others danger and force others into trouble Haha, It would be great if Yuming was here.Please discuss, who will take the Golden Elixir and reach the realm of the Golden Elixir When Hongtang, Qingwan, Xiaotao and Yuming heard this, their hearts were shaken, and their faces suddenly changed from pear blossoms.
By then, protected by the Golden Crow tribe and the four golden elixir spirit beasts, as well as the restrictions of the Thunder Pond Holy Land, you will have enough time to refine the Golden Elixir
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A lot of things. Everyone around them nodded after hearing what the sect leader said was reasonable, and became bolder again.There are also rare treasures brought by monks from all over, which are much better than the original shops in Yuyang Town.
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catch the master, you will be rewarded with one million spiritual stones One million spiritual stones It is equivalent to a top quality spiritual stone Hehe, I didn t expect that my life is so valuable.Ye Ling knew very well that the real test was in the Demon Sealing Tomb All that can be done now is to prepare for the Demon Sealing Wasteland Tomb.
At this moment, Elder Bu understood everything. It turned out that when Mu Han used the Eight door Golden Lock, poison entered the Shengmen and used the poison attack.The physical body is extremely powerful. If you fight with Yuanying monks, you will definitely die, but when it comes to breaking the formation, it is perfect.
The alliance also has a slight chance of winning Later, Ye Ling turned his attention to Lou Qingwan and asked her how she practiced the Purple Eye Technique.I will never cause any more trouble to senior brother, nor will I make it difficult for senior brother.
The Fire Eagle robe was also scratched, and he also received a dragon head crutch on his leg.Ye Ling was watching their fight from a distance. Whether it was the demon cultivator or the three treasure hunting monks who committed murder and swindled goods, they looked like they were from the barbarian tribe or the Wu tribe.
Even though he was tens of millions of miles away, no matter how powerful his opponent was, he could not find him.
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.