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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Even if you are now, can you meet the boss of Starlight Future and talk about cooperation with him Li Yanhong shook her head and asked.In her memory, there are no debt collectors
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Is it because of the camera, or because there have been many changes in the face recently, Zhang Sheng outside the video is not even handsome
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When Feiyu heard that sentence, he fell silent Mr. Dong, Chui knows that, tell me, Chuan dislikes Zhang Sheng very much The wind outside the window blew very comfortably.He stared at the ceiling for a long time without getting up.
Then make bad tea. After watching it for about ten seconds, I saw Ou Qing sigh Mr.During these twenty days, I will sell you ten integrated stoves to make up for all the money you lost before.
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Ah, Sister Fendi, you are also hiding this from him.Then, he not only earned information fees, but also business fees.
Even though winning the grand prize is not a big deal, it makes colleagues laugh at me, saying that I accept any award just to put money on my face and to worship foreigners.You, you have to think about it. He had no time to think about it.
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Before they went their separate ways, everyone was thinking about the best future, and also said some things that were not very good in class.The story does indeed unfold with Lin Xia as the center
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A person with a high school degree and no capital has lost his direction in this big city and can only live as an ordinary person.The domestic demand market needs to be grasped, and the overseas market needs to be re expanded, and we have overseas markets.
Why hasn t it been updated today
The author has hemorrhoids, is he constipated If you don t update, it will be updated.You can help him get it back in at least a week The tenant of this house, Shi He, moved out overnight, even though the court s indictment was not issued.
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Compared to signing Mr. Xu s order yesterday, which was extremely difficult, today s signing was much smoother.Progress in years
I didn t sleep, you said
Although Li Qiang listened to Zhang Sheng say this, he wanted to find a hole in the ground to crawl into.
Gao Fei said some words of confession affectionately.On the other end of the phone
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It was not his wish, but everyone was here and he had to I have to come and take a look
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Tang approve the loan. A white shadow rushed out from outside the office.Yes, Zhang Gui feels familiar to me at this moment.
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Article 1181 brought too little shadow to his future life
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The four of them, plus Du Tianhu, each have five to six hundred people on hand.Since more than ten years ago, Hidden World Mountain Gate has had the idea of developing into the secular world, so it sent many people to the secular world to pave the way.
The bones were not broken, but the poison penetrated into the marrow, affecting his movements.On Nirvana s side, the recruits looked at me and I looked at you, and they couldn t help showing expressions of complaint.
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What stood in front of everyone seemed not to be a person, but a sword god transformed from a sword Chang Shilei had retreated to the outfield.When Guigu Liuli and Huang Jiang appeared together, many warriors present had very complicated expressions.
How could Lu Yu like this To say they are trash is putting it mildly.However, will Long Hai and Huo Dingtian let them have their wish For a time, the two men s attack became more and more fierce.
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Hmm, okay, brother Lu Ziji, let s leave without further delay He Yan er s eyebrows were crooked, and she was sincerely happy, but she didn t care at all about the sacred artifact Red Flame Pavilion and the most precious Glazed Flame Magic Bead.Just now, Lian Peng was only one step away from them As a result, they were not sensed What kind of talisman was that just now It has such a heaven defying effect.
and there are even some weird and unpredictable treasures that are difficult to measure and their grade is collectively called.It s time to leave
Immediately, her beautiful eyes looked at Lu Yu and persuaded again Fellow Taoist, you are talented.
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What happened Seeing this scene, people from other major forces were all surprised and confused.There was also a hint of sadness on her pretty face.
There is nothing to be afraid of. If my guess is correct, that queen bee will take action soon As long as I kill it with one blow, it will be much easier to deal with later Lu Yu was not panicked, because he had With enough confidence, even if he kills tens of thousands of mutated poisonous bees, he can do it.
The attack must have something to do with your Wuhua Sect It s unjust, Songjiang, don t talk nonsense Several members of the Wuhua Sect felt that they had died unjustly Just now, they were gloating about the tragedy of Sheng Hua Zong, but they did not expect that Sheng Hua Zong would blame the murderer on them.
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This person in Tianyuan Pavilion You can take the Kung Fu books, spiritual weapons, treasures, etc.Black blood dripped onto the ground, making a corrosive sound.
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However, as a mother, she was a little unclear as to who Lu Yu liked because there were too many people.He is so impatient Yes, and the use of force is prohibited in Huacheng.
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But it was He Yaner and Lu Yu who arrived at the sixth floor of Scarlet Flame Pavilion.
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.