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».
El acompañamiento es crucial para un mejor funcionamiento de un sistema administrativo, pero por lo regular la consultoría es poco valorada, ya que se piensa que es innecesaria o cara.
La cuenta regresiva de movilidad eléctrica ha comenzado: 2020 podría representar el punto de este cambio. Volkswagen acelera hacia la nueva era con la nueva generación de vehículos eléctricos innovadores.
Los sitios que no tienen una versión para móviles ya no aparecen en las primeras páginas de búsquedas, lo cual puede resultar perjudicial para su marca o negocio.
Xu Yang s face was extremely gloomy, his consciousness swept over him quickly, and he breathed a sigh of relief.It is still some distance away from Lanzhou.At present, Xu Yang is not staying for a long time, so he leaves Fangshi and rushes to Lanzhou all the way.
Just when Qin Mengyao won the victory, Xu Yang s battle was almost over.Immediately, a big wave from the underworld rushed towards Xu Yang.
I had the protective circle in my hand before, and I was suppressed by it and could not move.Xu Yang jumped out of the grass, and with a wave of his right hand, dozens of sword threads shot out and hit the magic eye spider.
Haha I am so grateful to you, the ghost king, for allowing me to find such a perfect body.There was a muffled bang, and the Yin Yang Bridge vibrated violently.
Thinking of this, Xu Yang opened his mouth and said, Since we can t reach an agreement, let s fight After speaking, he punched Xu Daozi, and a chaotic fist shot out.Strong, but the mere middle grade Lingbao can no longer keep up with the situation.
The bead, this round bead is the size of an egg, it is pitch black and shiny, and it emits a misty magic light on the surface.Seeing the target in sight, Xu Yang felt a surge of Weight Loss After 50: Embracing Health and Wellness in the Second Half of Life Keter 120 Gallon Deck Box excitement, and was about to speed up, when suddenly the surrounding aura fluctuated violently, and then there was a loud noise, and a giant ape with demon scales and an old monk in gray appeared not far from the left.
Hearing Xu Yang s words, the others were shocked, and did not expect such a serious trouble to exist in the so called Five Elements Realm.With a thought, the air law net quickly reorganized and covered Shinansheng again.
If Xu Yang hadn t reminded it in advance, they would have ignored it.After hearing this, Xu Yang scolded with a smile It s true that there is nothing to be courteous, it s either rape or robbery, so you want me to give you some pointers, you are really deliberate Luo Hu smiled and said Brother, you are proficient in many kinds of laws, and you are just guiding the people of this sect.
A flash of spiritual light flashed, and an illusory figure stood in the air.
Xu Pinglin saw the girl s hesitation, Bao Mi, this Dr.Jin Zan shook his head, No, I don t think so. The Third Hospital is responsible for Well, what can Ma Ti er do as a traditional Chinese medicine doctor Don t go because the patient might go crazy and attack you.
Shouldn t you be worried about losing your hair Listening to Wu Buwei and Ma Zichen s Can I Eat An Apple On The Keto Diet Lose Weight Without Feeling Hungry: Metformin’s Effect on Appetite Explained in 7 Key Points chatter, they almost laughed out loud, Okay, you two, hurry up and get the case.When people sit directly on the ground like this, the moisture goes straight into the body from bottom to top.
And when people work under the scorching sun, the heat energy comes from top to bottom and mixes with moisture between the chest and abdomen.
If we were stupid and listened to his words, would you be responsible for what happened to my wife When the man saw Du Heng speaking, he immediately pointed the finger at Du Heng, You two are from the same family, don t excuse yourself, you won t give me an explanation today, This matter is not over yet.
Only Junxiang Huo is used for treatment. In fact, it is suitable for cooling, diarrhea, and warming for deficiency.My father passed away early, and my mother was the only son.
I have met true love. Are you talking about Li Na Ting Du Heng asked a little surprised.If you can figure it out yourself, that s the best result.
I ll apply iodophor alcohol for disinfection, and you can help bandage it.Are you okay, Dean Song Tomorrow the district leaders will hold an on site office meeting in Shangling Village.
However, Du Heng also discovered that when sister Wei Kaida recommended medicines, she mainly recommended medicines with medium to high prices.Second, it s free. The loudspeaker has been shouting all afternoon, and there are not many opportunities like this.
No matter how uncomfortable you are, you have to get used to it now.However, the symptoms can be mild enough to be ignored.
And when I talked to him before, he left in a hurry, so it didn t look like he was fake.I have been working for a few days. In the hospital, I was so anxious that I felt a little overwhelmed.
In the end, she couldn t bear it anymore. She turned around and hugged the woman next to her and started crying, Sister in law, what should I do The woman cried.State, he will use more insidious methods. Therefore, the main battlefield must be placed in Dongshan, on his home court.
If you take it for one month, you will be able to regulate it properly and never sleep.His body was skinny, and he could tell at a glance that he was malnourished his hair had no luster at all, and each strand looked as if it had been burned by fire.
As Li Jianwei s words fell, the faces of everyone who had been so peaceful suddenly changed.your mother is already waiting impatiently. Gu Ya is a girl from a small town in the south.
also reached out and pulled Du Heng away directly. Du Heng was so happy that he sat down on the bed and said, Let me discuss something with you.After finishing the meal, Wu Shengnan s father called his eldest son to his side.
Are you sure Du Heng looked back at Li Qin, Please don t insult my professionalism.Du Heng nodded lightly, My friends have all met, and the busy work is done.
Go. Fortunately, the two wards are on the same floor, that is, they are divided into left and right sides, so the distance is not too far.Especially his face, which was so sallow that at first glance, one might have thought he was suffering from jaundice.
Director He has said everything he can. Seeing that Director Jia is still so determined, he doesn t want to persuade him anymore.After hearing what Du Heng said, he knew how to deal with it and did not ask Du Heng what he would do.
At the same time, he is also the director of maternal and child care in our city, and he also has a very say in your current pregnancy.I heard that you are coming today and the health center is going to be listed.
However, when treating some so called terminal diseases, especially cancer, most Chinese medicine doctors kneecaps are actually broken.Moreover, the old man was too old, and he was afraid that his words would be harsh and provoke him, so Director He spoke very carefully.
But based on Wu Shengnan s working status for more than four months, is she qualified to be promoted Thinking of this, Du Heng understood a little bit.Guan, this is the 21st century, why should we compete with each other You think you are from the old society.
I can t lift him, I can t carry him, I can t hold him up, I can t walk by myself, not to mention that I stink to the sky, my mouth full of filth keeps spitting out all the filth, what s even more irritating is this woman He also likes to do things with Customer Voices: Reviews on Little Blue Gummies for ED Erectile Dysfunction Boots his hands.Du Heng nodded. asked directly, How old is this senior Fifty five, one year older than me.
He was a little emotional about this director. He is a teacher in his own school and he has to respect him he is also a nominal lecturer in the school now.The junior student panicked, did he say too much, and it was counterproductive But just when he doubted himself, the silent Guan Bo suddenly spoke, Okay, this matter is settled, I will set off now, you can help me cover in front Barbecue Sause On Keto Diet Wie kann man im Gesicht abnehmen? Gezielte Tipps und Übungen of the teacher.
This made the things he carefully prepared become useless in an instant.The old man looked confused, Well, Dean, why are you laughing When you were young, was your forearm injured Du Heng asked softly.
News, I ll help you book air tickets. After hearing this suggestion, Du Heng quickly declined, I won t bother Ms.It only takes a few more months. The only advantage is that I have experienced a dangerous mission.
But as for the other two, it can be said that they are pure newcomers, otherwise Captain Zhang would not have led them personally.
The dean saw all this, but at this moment, he felt just like when he talked to Li Jianwei on the phone last night, feeling aggrieved and helpless.Du Heng put his finger on the angle of the mandible again, Look here, from the base of the ear, there is a very obvious sense of convergence, which means that part of the bone here is also missing.
The section chiefs of administrative departments and the directors and deputy directors of front line departments all have some general ideas and ideas.Du Heng said quickly, No need to talk, Director Jia, just take a good rest.
For example, a cousin who is away from home all year round came up to him and said, Xiao Heng, my sister in law is divorced and has a daughter.Li Qingde could see clearly from behind that he was Keto Shark Tank Pills: What You Need to Know Injection Weight Loss Drug very happy to have such a doctor working under him.
I decided to recommend you to your superiors and let you participate in the selection for the deputy director title as an exception.Goodbye, Uncle Zuo. Goodbye. The scenery outside the car window continued to recede, and Wu Buwei seemed quite relaxed and at ease, Brother, where are we going now Back to the health center.
Du Heng was led into a room by Liang Lihai. Half of their family stood anxiously in the room.Full placenta Is it placenta The two brothers were a little confused.
After getting the medicine, Du Heng took the medicine and went to the decoction pharmacy at the back.The three of them pushed the door open and saw clearly who was coming into the room.
Among them, the most commonly used are filiform needles.I was stunned for a while, until the phone screen turned black, and I came back to my senses to confirm again.
Du Heng understood that soon his mouth would be full of blisters again.After hanging up the phone, Du Heng sat on a stool and was silent for a while.
You put on a arrogant face for me, will it help Du Heng stopped talking actively and concentrated on solving the hot pot in front of him.As soon as he had any questions, he would immediately Take over.
He finally asked, Brother, can t you cure the cancer and heart yang deficiency you just mentioned Du Heng stood up and moved on the ground again, It can be cured, but I still have to advise them to go to a big hospital.Have these two teachers read New Materia Medica Yes.
00 00 PM 05 Post a chapter, everyone can read it when you get up tomorrow morning.This is the most direct proof of his leadership. Because there are essential differences between health centers and top tier hospitals.
After saying that, he walked to the chair and sat down, and began to explain to Wu Buwei, For the deficiency syndrome of righteous qi deficiency, just correct it.The only methods I know of are lifting and pressing.