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».
IDC calcula que las empresas dedicarán al menos 28% de su presupuesto de TI a la contratación de servicios en la nube durante 2017, con lo que inician la transición a un modelo de consumo bajo un esquema de Opex (gasto operativo).
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Before entering NC Studio , Qi Yufu paused for a moment.Then, the coldness was replaced by a burst of peace, and there was a hint of disappointment.
Let s go to the cafeteria
Shen Xiujuan came to the cafeteria and saw her husband chatting with a boy holding a book.End of chapter We are not the Oscars. We are different from the Oscars.
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Zhang Sheng stopped smiling and his expression became extremely serious.
Now Loujiu is accumulating original capital. When he got his first pot of gold, even a smart person like Lin Xia became serious.At the same time, it was very contradictory. For a moment, he seemed to have found some spiritual sustenance, and naturally classified himself as an ordinary person in his heart.
The ultimate achievement of her efforts, or that she can stand at the highest place, is just a chess player who can be taken advantage of.After searching for a long time, he found that except for the trolls hired by the production company Apocalypse Entertainment of Paging 1988 , all other reviews were negative.
Di Fei opened his mouth. Zhang Sheng did not give Gao Fei any chance to speak.When Zhang Sheng could no longer see me, I returned to the outside of the small hall and sat back under the chair.
But
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Before he finished speaking, I hung up the phone. Ke Zhanyi looked at Zhang Sheng The power of capital is amazing
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There is no such rich aura With such a level of aura, I m afraid practicing is more than just getting twice the result with half the effort Princess Lu Yi was also quite surprised by the aura in this cave of Luoyue Palace, but she was more mature, with beautiful eyes at this time.Ahem
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Now his good fortune, honor and disgrace are closely related to Lu Ziji.Farewell There s so much nonsense, are you done yet At this time, Hong Meng, the leader of the Blood Hand Sect, had a look on his face.
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After all, it s good for them Sure enough, it s the eighth floor of the Scarlet Flame Pavilion Then, after a sudden spin, everyone appeared in a place that was similar to the first seven floors of the Scarlet Flame Pavilion.However, at this time, Lu Yu waved his hand and said, It doesn t matter, there s no need to worry about her.
He Zhenlong, the leader of the Xihuang Kingdom, and the people from the Xihuang King s Palace, used all kinds of means, formations, magic weapons, and bombarded the Nether Fire Realm Pearl, but all of them had no effect Even if Lord Lianxu of the Western Wilderness Kingdom takes action now, he can easily shake the Nether Fire Realm Pearl Heavenly treasures such as the Nether Fire Realm Pearl or the Green Wood Realm Pearl can resist the short term attack of the Mahayana Supreme.
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It s pleasing to the eye, and it s a grudge. This kid is arrogant to the extreme, and he simply doesn t know whether to live or die Newborn calves are not afraid of tigers.Senior Brother Luo, those are just insignificant ants, and they are only at the Nascent Soul stage.
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I have never heard of it. I have never seen it before.I don t know if it s one person or multiple people An old man in black robes had a sinister look in his eyes.
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Little friend Luo You go to your room to rest first After landing on the deck of the ship, Patriarch Nangong ordered Luo Chen and walked straight towards the cabin.How could he become a first rate master, let alone the underage Luo Tianhe Dust.
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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.