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».
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.
El balance entre sostenibilidad y costos es posible con iniciativas como la electrificación de flotas y la educación de proveedores en prácticas ESG. Estos cambios permiten operar de manera sostenible y fortalecer la cadena de suministro en el largo plazo. ¡Un enfoque resiliente y verde es el camino para construir cadenas de suministro competitivas y preparadas para el futuro!
Tener la capacidad de saber exactamente cuánto de sus presupuestos de medios se destinan a gastos de trabajo es sello de confianza imprescindible para una larga y sólida relación de negocios.
This move can be said to be a conspiracy, which means that we are sure that the United States will deny it.WeChat owns the Honor of Kings project and holds the equity of Mihayou.
Big V certification requires real names, but Xiao Ling is an AI.Hearing this, Tian Jiayi s beautiful eyes couldn t help but condense.
But for Qunxing Capital s current asset volume of 5 trillion, it is not even a fraction, because the base is too large.25 profit is probably something only a Ponzi scheme would dare to promise.
This collective bidding result directly made Kyushu Blue Arrow s popularity index explode.At this time, the mine boss could not sit still and hurriedly sold to cash out.
Hit 2. 85 games. Time is still tight, but it will be better in the summer regular season and autumn super season.To be honest, I have learned the lessons of Enlightenment Intelligence first.
Worked on the tablet for a while. The robot dog wandered around the warehouse and quickly locked on the rags on the ground through the computer vision system and identified them as garbage.turned red and rose in just half an hour, and the stock price continued to hit a record high.
Now it is unhappy with the United States and the big Eastern countries.Desert area. The inspection team used equipment to drill several meters into the ground at the site, and the excavated sand clearly contained moisture.
It can only maintain capital and earn a little more.In the final analysis, it is still your credit problem.
Regarding strategic planning in the field of chips and semiconductors, Fang Hong s strategic goals are very clear.Fang Hong turned to Qin Dong and asked, By the way, how much money has been invested in this venue Hearing this, Qin Dong raised his head and thought in thought and said It should be roughly, I calculated, it should be more than 200 million, and dozens of professional breeders have been hired to take care of it.
63 yuan, with a market value of 2376. 313 billion yuan.If you don t stay here, you will have a place to stay.
You must know that yesterday the sector rose by more than 6 percentage points, individual stocks set off a trend of daily limit, and the total turnover of the sector also increased.Then bet separately and bet more. Just bet a little and the probability will go up.
4 billion. Today s heavy volume hit the daily limit, reaching a turnover of 3.Looking back, it is really scary to think about it.
The most important thing is that at this time, many people finally noticed what the United States sent people here the day before yesterday.You should know best in all aspects. You should have the most say in what cards we have to play.
Choose to escape. The Shanghai Composite Index fell below the 2,200 point mark within seven minutes of the opening, and quickly broke through 2.In fact, none of its domestic peers can compete with them.
Everyone started to buy these stocks one after another, and the comment area of the stock bar was also very popular.It is completely acceptable to exchange on such conditions.
This is very common in Tongtian Academy. After all, low level disciples also need someone to support them.They are like the four pillars of heaven, supporting the entire body and reaching far away places in all directions.
In that case, it will be really dangerous. A cold light flashed in Wang Shicang s eyes.Oh, to put it nicely, we are not bound there. We have an eight hundred year agreement not to appear in the secular world.
As long as you truly surrender to me and take the divine soul soup, I will release you and let s set foot in the starry sky together.I don t know where he is hiding. We issued the kill order and the reward order, but there is no news yet.
He couldn t help but feel extremely angry. He kicked the person away and hit him hard.This black cliff, this material does not seem to be from our world.
Empathy, Ye Fei felt the anger, despair and unwillingness of Jiutian Dangmo back then.Huh, anyway, I hope you guys can stay calm and don t cause trouble.
Even after returning to the soul and leaving the country, he is not afraid of anyone.When he smashed the hard chair with one palm, Murong Xue and Tian Qing er He had already rushed to the entrance of the hall, and slapped another palm in the air.
Unexpectedly, I, Mo Xingyu, had more than hundreds of followers at the beginning, but in the end, only this little guy dared to stand up.You must know that this Mr. Medicine is extremely protective of his shortcomings.
When he puts on the clothes here, he is no doubt as good as the people in the Ziwei Star Territory
A horse cannot grow fat at night, and wealth can be found in danger.Relationship, do you think you can stay out of it Seemingly knowing what the two old guys were thinking, the insidious Wang Chao couldn t help but snorted coldly.
Wei Dingguo He is a strong man in the three realms of Shen Zang.This place made him feel dangerous, a place of right and wrong, plus the previous Thirteen Riders of Mangshan, so Ye Fei could not stay here any longer.
If you dare to kill me, the road guard will not let you go.I m afraid someone is plotting against Ye Fei. Relying on elixirs to increase combat power is simply stupid.
Xian er, stop At this time, a shock wave passed by.Tian Qing er said with some fear. Don t talk nonsense, it s not true.
However, he was not sure. Guessing, he quickly shook his head slightly and missed the real answer.The other party will definitely pack it before transporting it.
Seeing Ye Fei and the woman in white, on the plain, this one was dressed in red and holding a big gun.Sir, what should we do now The Dragon Kingdom seems to have begun investigating the affairs of the Xiliang Wang family.
Sure enough, there is a spiritual sword, or an intermediate spiritual weapon, two of them, only 30 million spiritual stones Is it so cheap Someone asked doubtfully.So what, kid That s good Ye Fei didn t even wait for him to finish speaking.
He used his energy to control the heat with all his strength.That is to say, good things are not necessarily left at the end.
Vice, it was like a movie in his mind. If not for the warning from the beautiful master, he would most likely miss this promotion.Wang Teng turned around silently, got into the car that Murong Xue had prepared for her, and headed towards Xiliang.
It s a pity that the response now is already too slow.Beside her, there was another young figure who was much shorter, with his body wrapped in close fitting leather armor and wearing a mask.
For example, if the priest s job is conspiracy or betrayal , the other party will definitely act in this way.Yes, sister Qiangwei, you don t have to worry. The worst we can do is take more responsibility, and the plan will not be affected by your withdrawal Li Keke took Hanyue Qiangwei s hand and showed what sisterly love means.
Although killing this command hero will not affect the archangels attack, it can at least cut off the opponent s possibility of retreat.The steel battleship was only more than a hundred meters long and dozens of meters wide, not much larger than the crystal thorn.
Naturally, this is because now is not the time to hold back.When we opened the route last time, we were only focused on fighting and alert, and didn t pay attention to the time at all.
If that was all, I could bear it. However, as the huge resource point of the Antler Forbidden Forest was destroyed and plundered, the Stag royal family naturally couldn t bear it.But with the Storm, this is perfectly avoided. It was precisely because he understood that the greatest weakness of the aircraft carrier class was the magic battleship itself that Zhao Hao worked hard to build self protection capabilities.
Fortunately, after being transformed into a volume attribute, the body had extra dark fine scales, which increased the speed and also provided magic resistance.Of course, this plan involves more than just the Storm acting alone.
Zhao Hao knew clearly that the other party was acting as cannon fodder in this war, and less than 1 of the survivors after the war would be too cold to recruit day lilies at that time.Combined with the warhammer s own materials, it makes it a completely magical weapon.
It is not difficult for aborigines to get this position, as long as they have status, but it is extremely difficult for players.Of course it is not an attack. There are not many spells that can attack at a distance of more than a few hundred meters, not to mention the shield that can withstand high altitude winds, so it is a defensive spell.
From this point of view, it is not unacceptable to trade first level treasures.If you sell the goods, you can earn at least hundreds of thousands of gold coins.
After sitting down at the temporary conference table made up of several wine tables, Zhao Hao took out the Lord s Heart and put it on the table without being polite.As long as beings of a certain size, quantity, and life level approach, a magic alert will be triggered.
After all, he ranks first in points, so he naturally has the preferential treatment of being selected first.Escaped A big demon took off into the air and flew back toward the southeast.
If the recruitment fails, he can only take the other party back to the Broken Star Islands.At this time, most of the densely stationed legions around the city have left and are fighting the demon army in the front area.
Poof, poof The arrow tore through the strong dragon scales and sank into the dragon s body.The remaining archangels did not dare to send out an attack.
Zhao Hao saw the war scythe flickering with light, but his eyes were not panicked at all, but rather mocking, as if to say.It is indeed impossible for the support corps to take over such an important place.
And because the other party does not develop combat power, it makes people believe that the other party is harmless.How can they have the face to do so Taken back
All kinds of angry curses continued to sound. Destroying someone s wealth is like killing one s parents.
Lord Archon, quickly, start the dimension jump, the longest distance The observer on the main ship shuddered immediately after receiving the word Final Weapon , and completed the communication at almost the fastest speed
The latter did not hesitate at all and directly used all the remaining energy to make the longest dimensional jump.
To be precise, there is a small magic stone mine inside
Lin En described what he saw and heard as concisely as possible, and emphasized the existence of the time and space gate.This was also within Lin En s expectation. He sent this blow with a somewhat intimidating meaning.
You must know that optics is a very critical field.There are various novel and exquisite experiments inside the law of free fall of two balls, measuring the gravitational constant by mirror reflection, verifying the earth s deflection force with a pendulum, etc
Some of the experiments don t even require magic, just use some simple instruments.
The deep dents cut by lasers can still be clearly seen on the ground and walls
Cynthia inside has been forced to remove her magical disguise.Linn nodded and simultaneously sent the message to Lydia through the magic network.
The hands and feet of the alchemists were trembling slightly, and their backs were soaked.It took a while before he realized that Del had been standing next to him.
Maybe we can use the words of several legendary speakers at this discussion to see if they know some inside stories
Lin En took out two Rings of Secret Magic that had been made in advance and carefully packaged them.Sanchez, who was in charge of the protection of the Royal Capital today, was even more frightened.
This observation and imagination are really amazing Facing the praises and flattery of all the wizards present, Linn responded to them one by one with a normal expression.When he saw the title above, he couldn t help but froze.
Master Raphael and the other wizards who have entered foreign lands have completed what they should do, and the rest is a problem we should solve.come over
The Iron City of Welsel is about 159 kilometers away from the Empire s border territory in a straight line.
It seems that the parliament can t wait any longer Anthony raised his eyebrows, but that s right, more than half of the Thunder Wizards have lost their With the ability to induce electric charges, the speakers could not help but be impatient.I have never heard of the Lord of the Dead, the God of Life and Creation.
Facing this extremely fast and completely unknown novel creation, Night Demon Shaduo, who had just suffered a loss, did not dare to be careless.This was the resentment of the banshee, the wails of the dead.
Let s do everything according to the rules Don t miss any possibility because of me
Although he and Ivina had some contact, their relationship was not really good.They all knew that the magic star was conducting research on the transformation of matter and energy, and it was not completely impossible to use magic to solve the food problem.
They are all the best of the best. If you can successfully trigger chaos in the kingdom, then you will be the number one hero.April is the time when the sun shines brightest in the empire.
This is far from the limit that the kingdom can bear The introduction of mechanized planting on large farms and artificial starch technology has almost freed the kingdom s citizens from the most basic problem of food shortage.Lin En also smiled. It seemed that they publicized the news of the defeat of the crusade army, causing all the restless people who had been hiding in the dark to come out.
For example, if the same thrust is applied to a one ton object, it can only push one centimeter, but if it is applied to a ten kilogram object, it will fly out at an extremely fast speed.The legendary wizard s promotion ceremony has also been restarted.
With the efforts of the apprentices, a simple experimental bench was quickly built.The scope of that spell was incredibly large, and its power could only be described as terrifying.
As for Element Controller Altok, he was Never met. Altok is very crazy, I m afraid it s a little difficult to communicate.Raphael ordered in a deep voice. Since there is already a halfling, If they go back to report the news, it will prevent the other party from escaping and migrating, so they must set out immediately to block this tribe.
Where s Arad Where did he go Someone broke in Raphael pushed away several guards angrily and asked.
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.