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».
Las PyME y los pequeños contribuyentes son, en este punto, los más afectados, pues al no prevenir con tiempo estos gastos tendrán que desembolsar una fuerte cantidad, de un día para otro, para tener dichas actualizaciones.
Considerar todo el ciclo de vida de un producto permite al Estudio de Diseño optimizar los diseños y tomar mejores decisiones de producción sostenible.
La solución de ingeniería de software integrada de Siemens para la industria automotriz finalmente traslada el desarrollo de software incorporado a su lugar apropiado, como parte integral del ciclo de vida completo del producto.
Sitting on it, one can easily enter enlightenment.It is an excellent auxiliary cultivation treasure, and it is extremely precious to Xu Yang.Seeing this, Qingjiao was frightened and groaned.He opened his mouth and spewed out a pillar of green lotus fire to burn a large number of demon insects.
Withdrawing the Overturning Seal, Xu Yang glanced at the meat sauce on the ground, waved his hand and released a swarm of golden sword worms to devour it, and then he raised his hand to suck it, and there were dots of ashes around, condensing into a palm sized gray ball and flying into Xu Yang s hand.
Wherever the fluctuations passed, there was a crackling sound, and a large number of space blades were shattered.It was originally used to suppress the big formation of the guardian sect of Xunxianmen, but before the big formation was broken, Xu Yang rebuilt it.
The other Nascent Soul cultivators were overjoyed when they saw this, and came to the giant pillar one after another.The space channel has been opened, and the Great Five Elements Extinction Divine Light Needle won t be able to last long.
I happened to appear here to help them resist the wave Monster insect attack, Huya is the leader here, we need to ask him for details, since he is a disciple of Fellow Daoist Qingfeng, let Fellow Daoist ask you I will wait and listen.After arriving here, Xu Yang didn t talk to them, and went straight to a secret room to BioLyfe CBD Gummies Reviews for ED: A Detailed Assessment announce his retreat.
Luo Hu is surprised to find that the surrounding green lotus is already a third grade lotus, and as long as it is refined a little, it will be a good top grade magic weapon.The admiralty shattered, the power of refining virtual reality was truly terrifying.
The phantom is well informed and knows that the big hole leads directly to the chaotic space, otherwise it would be impossible to have so much chaotic energy, but the problem is that the small world in front of him can absorb the chaotic energy to improve itself, which is really incredible.After listening to the explanation of Gu Yan Yuanjun, Xu Yang and others were overjoyed, as the ancient giant Shuiyue Sect s important place, the Shuiyue Cave should have many treasures, their chance came up.
Facing the bombardment of the power of heaven, it did not break immediately.After some treatment, the two primordial spirits have stabilized their injuries, but they are still extremely weak, and their strength has not recovered half of it.
They didn t expect the Demon Venerable Sunset to come so fast, and they completely broke out of the five element wheel formation in a Enjoy Sex Gummies: Enhancing Pleasure short period of time.He spent some effort to find the path last time, and moved forward quickly.
On the way, he encountered many ghosts and wild beasts, but they were all attacked by Xu Yang, who is not what he used to be.It seems that I let Dao Song cultivator go, and it s up to Da Song himself what will happen in the future.
Except for the law attack, few attacks can break his supernatural power.The three of us still have something to say.Please go ahead, fellow Daoist Liu.
Xu Yang pondered for a while, then opened his mouth and said I can return Yuanpan, but you must agree to me three conditions, and I will participate in it.Seeing this, the giant sword was furious, and opened its big mouth to burst out a strong suction force.
After this battle, most of Ouyang Feng s power collapsed, and from now on, Taiyin Zhenren s family will dominate.This person s body cultivation was in the Mahayana stage, and because he was a body refinement monk, his strength was stronger than that of ordinary true immortals.
After adjusting his breathing for a while and adjusting his body state, Xu Yang raised his head and swallowed the colorful peacock essence blood without any hesitation.He deserves to be the master of a world.I m so envious of my younger brother Haha My virtuous brother is envious of being a brother, but I don t know that other people also envy my virtuous brother Don t be controlled by desire, even if you are a demon cultivator, you must pay attention Blue CBD Gummies for ED: Unveiling the Power of the Color Blue to this, otherwise it will be easy to completely become demon Xu Yang reminded solemnly.
However, when Xu Yang entered the space channel, he sensed that the power of the surrounding space was violent and abnormal, and immediately released the Myriad Wheel Protector.Seeing that the situation was tense, Xu Yang sighed secretly, so he had to let it go for the time being.
Where are you Suddenly there was a scream, and Luo Hu turned his head to look, but it was the Old Demon Patriarch.There are too many of these wolf shaped ghost beasts, and it is difficult for one side to support it.
Such a scene made Xu Yang pale in horror, and hurriedly fled Stimuli RX Hemp Gummies for ED: Effective? 🌟 with all his strength.Xu Yang smiled wryly, clasped his fists and said This matter Xu will Take it to heart, but I am not sure when I will advance to become a god, I can only see the chance.
Let Cang Ming go for now, and settle accounts with him after the battle.After finishing talking, Daoist Gaifeng raised his head to the sky and roared, turning into a cyan light and rushing straight away.
This is what happened.Let the ancestor take a look Xu Yang stretched out his hand and flicked a crystal bead into the copper coin.Twenty or thirty Nascent Soul cultivators have gathered here.
Immediately after, his body burst into purple light, his spiritual pressure rose rapidly, his cultivation improved by leaps and bounds, and he quickly Understanding CBD Gummies for ED: Reviews, Ratings, and Experiences broke through several bottlenecks to reach the peak of god transformation, and he was still improving rapidly.How could junior brother s strength improve so quickly How could he suppress Old Demon Sunset casually Gu Yan Yuanjun looked Blue CBD Gummies for ED: Comprehensive Reviews and User Feedback shocked.
You will understand in a while.The emperor was a little curious, and was about to ask aloud, when suddenly a crisp female voice came, Fellow Daoist, don t be tricky, I m very curious Harmony Leaf’s Promise: Natural CBD Gummies for Combatting ED The three ancestors came here together, and they have not seen Fairy Tongming and Patriarch Gaifeng for many years.
Because Xing er is a delicate and sensitive woman , it is difficult to coax, but the Eastern Sisters are relatively easy to coax.On the side, a girl from southern Xinjiang with wheat colored skin and blue eyes was eating nuts and applauding.
Enthusiasm.Mrs.Wang s face turned serious, and she said I heard from Simu that Xu Yinluo is not in the capital anymore Brother has gone on a trip.The reason why the secret agents tacitly kept silent was mainly because There are two concerns, one if the siblings have a good impression of the elder brother, and the parents If you are dissatisfied with the behavior of Qinhu Duozi, telling them will only get in the way.
Li Lingsu couldn t help but glance at Xu Qian, thinking, this person s status is not simple.But for the other personality, it is necessary to prevent Chai Xian from participating in the Demon Slaying Conference, because the murderer is himself, and he did all the murders, so he is not innocent at all.
Yongzhou City, Liubo Casino.Miao Youfang held a bunch of candied haws in his mouth.In order to prevent being traced, I will leave immediately, and I will send everyone out of the tower now.
What they have in common is that they are all good at using poison.It only takes ten days to reach Leizhou.But with a day of flying, you have to rest a day.
It s just you, Brother Lu.The scholar quickly waved his hand Don t get in the way, don t get in the way.As for Miao Youfang, Chu Zhuangyuan did not mean to look down on him.
The tower itself is already the top magic weapon.Duan King Kong immediately made the most correct decision, twisted his waist and swung his arms, and threw the pagoda into the distance with force.Li Lingsu sighed while cleaning the internal organs of the river fish.
And this one, no matter how much he resisted in his heart, he would obediently submit in the end.But gradually, martial arts began to prosper, the human race in southern Xinjiang figured out Gu art, the Buddha proved the way, and the witch god was born.
Where there is an entry, there is an exit Duan King Kong said flatly, the ring of fire burning behind his head, bringing scorching heat, making the people around him seem to be in the scorching midsummer.Duan King Kong said slowly.Jingyuan and Jingxin looked at each other, and once again realized that Xu Qi an was terrible, and that Buddha was the most worthy of his generation.
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Chai Lan, is she Chai Lan In the cellar, Xu Qi an suddenly opened his eyes, almost unable to maintain control over the mouse.Chai Lan doesn t want to marry the Huangfu family.If I were Chai Xian, wouldn t it be fine Bio Life CBD Gummies for ED Reviews: User Reviews and Detailed Evaluation if I just elope with ED Gummies That Work: A B2B Perspective her How did Xinger s ex husband die It seems to be related to Chai Jianyuan Otherwise, why did the two have such a big fight In addition to the biggest beneficiary, she had another motive for killing.
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No matter how much water I drank, it would not help.You have to have this willpower and you have to persevere.
The patient was chatting and laughing with you and calling you brothers just a second ago, but maybe just when you went to the toilet, he started to fight with you, and his little heart started to go on strike.At this stage, Du Heng dared to say some words of assurance.
The Demon Suppressing Division is huge. Those who can stay in the Demon Suppressing Division are all powerful masters, or those who have the potential to become masters.return. About half an hour later, when Du Heng and others were waiting impatiently, the office door was pushed open again.
Du Ping glanced at Li Hai and asked for compensation.However, one should not be too arrogant. Du Heng treated Wu Shengnan s brother as if nothing was wrong, and after exchanging pleasantries, he began to examine Wu Shengnan s brother.
Even so, this satellite TV is still a satellite TV that no one cares about.They don t want to let themselves appear without any luster.
It s okay. I agree. But there is one thing. You and the patient should discuss it yourself.After saying that, he entered the hospital building without looking back.
Even if I go there, I can t understand it. I m afraid I will give Professor Zhang your It s embarrassing, so I won t go.However, the treatment of erosion will definitely not require such a large dose.
Not daring to waste a moment, he took the bag that was thrown aside and took out his own Needle kit.I became really scared, You d better explain it to me today, otherwise don t blame me for being cruel, Over the Counter Pills for ED: Top Choices brother.
Okay, I ll call you when you get up in the morning, so don t sleep in.Du Heng stretched out his hand to remove the child s blanket, and a thin and shapeless body appeared in front of him.
Li Zhihe Jingshangyan has reported yanjie tightly refused feeding and cutting caohuoyan step cover Dingchancaoqie jingshang fengzheng.Such a reaction made Du Heng dumbfounded. As the saying goes, nine out of ten men are weak and nine out of ten women are cold.
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In the following time, Max Fuel Male Enhancement Shooter: Quick and Effective Du Heng was busy collecting the data he needed, and Qiu Pingzhen that He also went through Jin Juan s resignation procedures as quickly as possible.But Du Heng smiled slightly and said, Okay, anyone who is dissatisfied can come to me.
The accidents and risks were too great. The examination couldn t be done, we didn t know what was going on in the stomach, and there were too many surprises during laparotomy.This amount will have an impact on the fetus, but it will not affect the development.
He was afraid that if he applied late this year, he would be like last year and spend thousands of dollars on his own.Although the possibility was very small, extremely small, he couldn t risk it.
As the trouser leg was pulled up, Wu Shengnan s injured calf was exposed.That s it. My brother in law came with my aunt to travel and take wedding photos together.
Childhood fianc I only have Yaoyao in my heart, stay away, you bumpkin Qin Yan Did I give you face Invisible boss Qin Yan said that she just wants to be a simple and unpretentious ordinary person who spends her time peacefully.
With the professional sense of smell of a special scout, he felt that it was the enemy.After all, he still had patients waiting for him. Biopeak Male Enhancement: Reviews and Effectiveness After Du Heng went out, the female doctor told the parents, The children are still young, and this is the age when they are curious about everything.
But Du Heng smiled slightly and said, Okay, anyone who is dissatisfied can come to me.When his brother and sister in law ran closer, looking at their panting appearance, he said very calmly, Is there anything else, brother Brother Wu Shengnan s expression was a little embarrassed and forced.
As soon as they returned to their positions, the group of people who had just left also came back amid the sound of the radio.and took the opportunity to clean up the little miscellaneous fish called erosion.
Jinzhou, haha, there used to be a Qigong director, but now there are multiple cerebral palsy deans.So in the User Reviews of Gummies for ED: Which Ones Work Best? future diagnosis, this point must be clearly distinguished and cannot be seen.
Go to the blood center for testing, but this takes too Harmony Leaf CBD Gummies for ED: Benefits and User Experiences much time.When treating the previous child, Du Heng also read a large amount of relevant literature on children with cerebral palsy.
Now that you have opened your body, the cold and moisture have not escaped, but all the yang energy has escaped.You want to be a miracle doctor. Du Heng grinned bitterly, Don t You complimented me like that.
Looking at the people lining up at the door of the gynecology department and then looking at the people at the door of other departments, Du Heng could not help but curl his lips.Then I heard him take a Harmony Leaf CBD Gummies for ED: Benefits, Ingredients, and User Feedback long breath and say in a brisk tone, Professor Zhang, the reason has been found.
If Dean Du wants to find fault with you, the most he can do is criticize and fine you with a bonus.For now, what a wonderful use of this word. Du Heng said nothing and walked directly to the ward.
I can t do it without going to the clinic. After saying that, he checked the time again and directly picked up his bag and walked out.When the patient s desire to vomit was strongest, he asked the patient to lie on the bedside and vomit.
And with this action, Wu Shengnan, who was still dark faced, suddenly became a little happier again.I became really scared, You d better explain it to me today, otherwise don t blame me for being cruel, brother.
She felt that Du Heng Probably lying to her. Du Heng shook his head gently, I told you from the beginning, you are still in the recovery period.If the liver function is severely damaged, the family members and children will really have to live in pain for the rest of their lives.
Most of the elderly people waiting for Shark Tank’s Take: The Truth About Blue Gummies for ED medical treatment later returned to the same old routine, and the clinic once again became a special session for the elderly, still focusing on the three high blood pressure and diabetes.I m afraid.
Before he could finish his words, there was a sudden duangduangduang banging sound on the door.
When Qiu Pingzhen went out, the first person he Full Body Health Male Enhancement Gummies: Top Benefits looked for was Lu Guangying.Du Heng was speechless for his eldest brother s answer, I asked How did it collapse Liang Lihai took the middle gate Liang and the Hai family s gate down with him, and also collapsed the main door.
Using those makeup remover tools, he really couldn t figure out why his face looked like a layer of white when he took a photo.As time went by, the cause of Du Heng s disease became relatively stable.
The things are in the cabinet. If you can t find it, I ll get it.Tell me, with such conditions, I will definitely be able to get more benefits.
Lu Guangying s knowledge was completely shattered and reorganized, giving them a new understanding of the Internet.Seeing Wang Shuqiu s The Buzz Around Choice CBD Gummies for ED: Unveiling the Truth mother wake up, Du Heng took two steps back and tried to stay away from her sight.
With a sigh, he helped Du Heng pay attention, Isn t this simple Senior brother, aren t you in contact with Professor Lan in the capital I just said that Professor Lan has something to do with you, so you should go to the capital first.Not only did he not mind, Du Heng also behaved like a junior and was very busy Analyzing the Market Trends: A Look at ED Gummies Ads and Consumer Interest serving food and tea.
Anyway, this way of making money, as long as it is not done during work, no one can blame it.I just asked today to see if it is feasible. If it is feasible, Navigating Amazon for CBD Gummies for ED we can choose capable doctors from various departments to join in.
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.