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 compañía mexicana de TI, Intelisis, diseña y realiza soluciones integrales enfocadas a distintas verticales, y la de educación es el ejemplo de tener todo integrado para dar un servicio de calidad internacional.
Acompañar activa las neuronas llamadas espejo que contribuyen a que entendamos el dolor de otras personas, a tranquilizarnos y hacer que los otros se sientan comprendidos.
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Although the land is relatively barren, the number of people willing to do business here is increasing because of the stable security and no banditry.Is there really such a good person in this world who doesn t ask for anything in return Okay, don t think about it too much.
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If you don t eat, if Madam asks me later, how do you answer, and you are still acting arrogantly.He gritted his teeth, and the other hand turned into a hand knife.
Weng hinted that we were fighting each other So fellow Daoist Lin, you can only admit that you are unlucky Although Bai Xiyan consciously It s a pity to be seen through by the other party, but there is no intention of giving up.After all, in his mind, Wu Li was still a selfish and snobbish woman.
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In fact, like Lin Haoming and the others, there were many Taixu Realm cultivators who chose the same.Boss Lin, it turns out that you were attacked this time, and then the city lord was assassinated.
It is true that Lin Haoming first went to the pond to check, and then began to search in some villages where people used to live, and except for the first two villages and towns, he has been looking for something around the village, and Pu Luzhen didn t know what he was looking for.Chen Shun also had no choice, how could this monster agree without enough strength.
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Before Li Dun s Zhennan Army was defeated, the whole Li Dun was shaken at once.Of course, Dai country is poor, and women who have lost their men want to continue to live.
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The Sheng The speed of the big ship was faster, and the speed of the west wind happened to be even faster.
The king of Chu in his eyes, apart from summoning most of his courtiers, also met other people.Lizu, is there really a chance The Eighth Prince begged.
Indeed, anyone who encounters that incident will think it is too coincidental.You still have doubts about that, after all, you can feel that your cultivation has always Growing.
Ye Zidao explained. Where is that place Lin Haoming zoomed out to see, and soon found that there was no obvious land under the chart.He and his son sat on either side. At this time, Lin Haoming stood beside An Rumiao with Wei Jing.
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Indeed, yes. Li Guangxun also echoed. If that s the case, it s natural to use him as an Lucanna Understanding For Well Benefits Of Gummies 322 Cbd The Overall escort.Lao Hai likes Mrs. Jin. Originally, a man like him shouldn t have feelings easily, but he still couldn t hold back.
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Before I came back, I did some statistics and calculated that Lu Weiyuan deliberately sent out ashore to sneak attack, and the captives in several boats added up to less than 800 people, while Lin Haoming s loss was actually 80 people.When the Baman and Shijing were on the offensive in winter, they also listened to the attack.
The eighth prince said. But Qu Xiong sighed and said Your Highness is determined, if you delay for a while, you will not be able to get out.
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I thought so too. People from the Feng Clan spoke up, and even people from the Shengtian Clan said not to do anything yet.At this time, Lin Xuan also spoke. You wanted to do something to me before, and you wanted to get rid of me I want to see if you have the qualifications to hear the words.
how Does no one in WindClan remember me The armored man stood there with his hands behind his back, as if isolated from the world.Feng Clan, inside a pagoda, several elders stared at Lin Xuan with cold faces.
They quickly explained the origin of the Immortal Mountain.How could he miss the hundreds of years of cultivation time Netizens please remind Please pay attention to rest your eyes when reading for a long time.
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Moreover, I have my own things to do, so I won t go to your family up.Too much deception After the Jinwu tribe learned about this, they were instantly angry.
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Those who can follow Jiang Chen to the Purple Mansion are definitely the top group of arrogances in the Danding Sect.Lin will definitely help us. After sending these elders away, she said Let s go, I will take you to see my master.
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This mansion was even more magnificent than Elder Bai s mansion.Fog, damn it, if it continues, their mansion in Moonlight City is really in danger of being wiped out.
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There was terrifying power in their eyes. These people are also masters, and at this moment they stood here and did not go immediately, but looked behind.Sure enough, when the black leaves fell, four of them fell from their side.
In addition, the power of the seal was broken, which almost made them close the mountain gate again.
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It doesn t matter if he lost his memory, and this name always reminds him Rotten drunkard, I don t like him
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So seeing him die so tragically in front of me, I was a little shocked for a while.But just now, the lady confirmed her future uncle, and the uncle gave her such a precious gift.
I guess he probably has it. The background of the Sea Clan, that s why I specially issued a jade card to him, hoping to make friends with the people of the Sea Clan.Hearing these whispers, he couldn t help crying, not knowing, it seems that the Yufu is too yin and yang, and even the maids are a little miss spring.
If he didn t admit it by then, he would really be cast aside by the whole world.As for the entourage behind them, their cultivation ranges from third to fourth rank, and there are even some ordinary people who look like servants or the like.
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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.