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».
En busca de los detalles más finos para fotografiar a sus hijos en momentos intensos y genuinos, en los que se capturen la esencia del momento y sea digno de mostrarse al mundo.
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Master Fengliang obviously felt his back sinking, remembering Shao Nan s words just now, and feeling the attack from behind, he suddenly understood.If you knew it earlier, you would directly threaten it.
Xinghuo Shinichi told everything he knew at the time like a good baby.Lan Yuanzhou was anxious.Today, the headmaster announced the detailed content of the fire control competition.
Even now, Xiaocao er still doesn t make much noise.But.Looking at Shao Nan s current appearance, it doesn t look like he failed the test.
The anger of the Nine Li Sword Master is not something any sect can bear.However, Xiaocaoer s fire.At present, he can only act fiercely in the mysterious space, which makes Shao Nan quite regretful.
However, spirit fire and the like are still different from flying sword magic weapons.Shao Nan nodded secretly.Sure enough.How could such an important place be controlled by only one late Qi refining monk.
It seems that the situation is indeed not good.How s the situation Shao Nan and Lan Yin asked the same question at the same time.The three Huixu Zhenyi felt that the thing in the magma was moving, so they hurriedly prepared the formation.
Being able to transmit such a sentence is already the limit.There is also a piece of magma and fire chrysanthemums.
In other words, it won t cause too much trouble.As for whether something will happen to the mysterious space, Shao Nan himself has no idea.Shao The Blue Cbd Exploring On Sexual Cool Calming Gummies Ed Effects Of Health Qnhld For Blue Cbd Nan s biggest question now is.Nine Li Sword Master is obviously much stronger than Wushuang Shinichi who is also returning to the Void.
I really don t know who or what the it in the mouth of the behemoth makes two such powerful people so cautious.Shao Nan raised the spirit of one hundred and twenty points.
As for the other part of the reason, the entire Colorful Continent is almost unknown.Shao Nan felt that he did not have such complicated emotional changes.
This time it can also explain why so many monks were invited to the alchemy ceremony of a Jindan Daoist.Alchemy, of course I can t.Shao Nan denied it outright, disappointing the faces of several people, but he didn t say anything, but at this time, Shao Nan changed the subject, Although I don t know how to make alchemy, I want to I still have some ways to break through the bottleneck.
Ah This.this. Fu Jinguang was a little at a loss.Okay Let s treat Brother Shao the same way.This must be a rumor spread by someone.That kind of elixir has been psychic for a long time, not to mention the Foundation Establishment Dzogchen cultivator, even his own Golden Core Dzogchen, if he is not prepared enough, he will not be able to catch it.
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That s right It s our founding patriarch, the Holy Fire Immortal However, after so many thousands of years, the seal is a little loose.But.The matter is of great importance, and Xiaocao er can t say anything.
Those humans are so stupid that they let us join together.Especially those casual cultivators who had experienced with Zhou Yuliu before, they were all stunned, they never thought that Zhou Yuliu could successfully form alchemy so quickly.
This really made Shao Nan sweat a lot.What is this all about.After various spells cast by Patriarch Nangong, the girl was still unable to be rescued in the end.
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Silently followed the team.Amidst the music, the sacrificial procession came to a bright yellow tent, and the immortal Emperor Yuan Jing led two eunuchs into the imperial tent.The head of the guards can only value peace.Only then did Xu Qi an believe it, and turned around Matou, took Chu Caiwei away.
The princes watched with smiles, while the other two princesses ran to the shore, Shouting for Lin an to go ashore, everyone took turns to play.Live forever and leave your name in the history.Brother Chunjing is a man of integrity.
You want to eat.Xu Qi an broke the little girl s thoughts.There are other reasons for Linglong s madness, but so many guards can t control it, but it becomes obedient in front of Xu Qi an.
A The ninth rank petty official in a green robe embroidered with quail led a group of craftsmen into the Yangshengtang.Xu Qi an touched the three coins in his pocket, thinking to himself, this amount of money can t buy any precious jewelry at all.
Xu Nian shook his head Father, since elder brother said that, there must be a reason.All of a sudden, the disgust towards Xu Qi an dissipated.
5 an information.Five Gu God has initially recovered.Obviously, Xu Qi an s poem did not impress the oiran.
Wei Yuan chuckled You are not Lengtouqing either, but sometimes you are more stunned than Lengtouqing.Xu Xinian let out a huh , Fame and wealth are fleeting, I am a scholar, I read the books of sages, and I practice the way of sages.
There are countless people who talk empty handed, but very few people who do hard work to rejuvenate the country.Oops, I didn t worship the Buddha, the Daoist, or the sage, which means that I am a person who doesn Male Enhancement Skg Gummies Cannadrive t respect the gods, don t respect the Buddha, and disdain the Four Books and Five Classics.
Did the evildoer leave or hide it in a special way Xu Qi an jumped off the wall and returned to Fuxiang Huakui s boudoir.He stared intently for a moment, then suddenly his body shook, and he recognized two great Confucian scholars from Yunlu Cbd Enhancement Usage Male Tips Gummies Fte Benefits And Academy.
I m so tired.In front of such powerful masters, I dare not do too many little tricks.It is even rumored that he will enter the cabinet and compete for the chief assistant.
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This, this.Chen Fuyin was stunned.This fake silver will explode when it encounters water.Could the junior No.6 is looking for be Heng Hui But Heng Hui eloped with Princess Pingyang However, Heng Hui stole the magic weapon from Qinglong Temple, but that magic weapon appeared on the body of Zhou Chixiong, a hundred household of the Jinwu Guard.
This is impossible, he cannot be Jian Zheng s disciple.why is that Xu Qi an asked.Listen to me first, Li Yuchun continued In addition to the saint, there are four other ranks, namely Gu God, Witch God, Dao Zun, and Buddha.
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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.