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».
La adopción estratégica de la inteligencia artificial en la fabricación puede ofrecer eficiencias significativas. Desde mejorar la seguridad hasta optimizar las cadenas de suministro, la IA está transformando la forma en que las empresas abordan los desafíos laborales y planifican su futuro. Los líderes de la industria deben estar preparados para abrazar esta revolución tecnológica y capitalizar las oportunidades que la IA presenta.
Para los proveedores de empaques y fabricantes, esta tendencia ofrece la oportunidad de beneficiarse de un flujo de negocios más estable y una producción más eficiente. La tecnología de envasado versátil y los procesos automatizados serán cruciales para adaptarse a estos cambios y aprovechar las oportunidades que la racionalización de SKU presenta.
¡La simplificación no es solo una tendencia, sino una estrategia fundamental para la rentabilidad y la eficiencia en la industria de bienes de consumo!
La donación de Bayer fue el primer cargamento recibido en almacenamiento seguro en la Ciudad de México donado por Kuehne + Nagel International, que servirá como centro principal de logística para Direct Relief México.
Soul of the sword, this is the collision of the soul of the sword, everyone rewinds, some elders exclaimed, and retreated crazily at the same time.Could it be that the third prince was too bold to bring that thing with him What on earth did he want to do Many elders of the royal family changed their faces because they had already guessed what was in the golden treasure box.
Obsidian, what is this obsidian When Obsidian heard this, all the kings Indepth Gummies Pmqu Analysis Cbd Ed Reviews For Proper An around him turned their heads.Now, he has become a prince. This is the most unacceptable thing for him.
What the hell is it that possesses such a terrifying This is something from a saint said the dark red dragon in a deep voice.The next moment, he opened his mouth and spewed out balls of fire, which turned into flying fire meteors, and went straight to the sky.
Hurly instant, the cold wind blows, the sky and the ground are full of terrible ice breath.Therefore, many people surrounded Lin Xuan. Hmph Seeing these people dare to make up their own minds, Lin Xuan snorted coldly.
From the looks of it, it won t be long before the breath of death can be completely removed.The box was not big, only the size of a palm, but it was very simple.
With a flash of his figure, he landed, and the Dragon Sword Domain surrounded him, propping up a space.What s the matter In just two seconds, the other party was killed.
In the blink of an eye, he came to Lin Xuan s side, and then stretched out a hand.I m afraid that ordinary great power will definitely be wiped out under this palm.
He knew that in Zhongzhou, and Donghuang situation is different.But he knew that there was something wrong with this valley.
The next moment, the Golden Lion King made a decisive move.This blow was so terrifying that even the kings thousands of miles away knelt on the ground, unable to bear it.
Immediately afterwards, two sharp sword lights turned into cross shaped rays of light, shining in the air.Of course, those who have status and status have long been invited in.
Boxer and the other ancestors also started to snatch the three golden treasure chests together.The middle aged man and the woman in red are fine and acceptable.
Feeling this sound wave, the warriors watching the show around them also trembled and their faces were extremely pale.Lin Xuan also gave a cold shout, and the Demon Breaking Sword array around him shone with light, exuding a monstrous bloody aura.
But for their ordinary king, this is definitely a shocking price.
Night King, it s up to you, the Third Prince looked at an old man Sexual In Jif For Role Condor Evaluating Health Gummies Their Cbd Ed in a black robe and said in a deep voice.In his hand, there is a silver long knife, the sharp light of the knife, burning blazingly, cutting all the surrounding space.
They didn t dare to confront the Eighth Prince head on.It s a ridiculous idea. Boy, I don t think you are a spiritual seeker at all, but just a waste of luck.
Today, I m here to shatter this myth. Lin Xuan once again burst out with an incomparably terrifying aura of swordsmanship.Ka Linxuan squeezed it, and the third brother s neck suddenly tilted, and he passed out.
Seeing this scene, Lin Xuan shot again. With a wave of his arm, another fire unicorn rushed out.The two flames became even brighter, as if the fire of the gods was burning.
Hmph The Golden Lion King snorted coldly and looked away.So, he still said Boy, do you dare to compare with me I will let you know how powerful my Tuoba family s spirit seeking skills are.
He could only use his body shape and keep dodging. However, the shadow of the magic knife was very strange, and it Best Top For Gummies Ed And Reviews Expert Lqctsgjf Choices was firmly locked on the Wanchu saint.Not to mention these people, even the three great experts frowned, and they also felt a chill.
At this moment, coupled with the bombardment of energy, the defense on it was torn apart again.Bloom ten thousand rays of light. A terrifying aura filled the air, and endless lights of chaos shone, illuminating the entire sky.
Thinking about it, the people from the Great Xia Dynasty must have found that the box was empty.Because the seven people who are exactly like him are existences against the sky, and they can even kill Da Neng easily.
The next moment, the gray clothed old man s body trembled, his seven orifices bled, and his face was full of horror.Those icy flames did not shatter, but instead formed a powerful and effective attack to fight against the flaming Revive Users From For Gummies Seeking Ed Renewal Bisgfmko Cbd Reviews palm.
Indeed, this knife has been able to break open his Sirius body.It is used to temper the body of the warrior, and the benefits are huge It can even be used as the energy source of the Black Earth.
Who am I They all call me Qiankun Sword This is the gorgeous dividing line Fiction netizens please remind Please pay attention to rest your eyes when reading for a long time.Since it is a relic, it should be a treasure if you think about it.
Soon, the A Their Closer Look Boost Gummies Ozqggzo Natural Nature For At Ed Ingredients dark red dragon turned its head and stared at Tuoba Tianfeng and the disciples of the Tuoba family.Damn it, it s impossible How could that thing be worth two divine crystals You must have made a mistake, right Tuoba Tianci finally couldn t bear it anymore, and screamed excitedly.
Among them, the Ninth Prince and the Fifteenth Prince joined forces to fight against the First Prince.Soon, the news swept through other cities like a strong wind.
The huge stone man was expressionless, motionless as a mountain, like Hnbem Reviews Top And Ed Gummies Products a god, looking down on all living beings.Those who can come here must be strong, at least the six star kings.
And looking at the relationship between the two, it seems that they are very close.Seeing this scene, the Almighty screamed, and then a look of madness appeared in his eyes.
Being the peak master s apprentice is different from the apprentices of other elders.I saw that these stones were of different sizes, some were yellow in appearance, some were black, and some were brown.
What did he really do it What kind of supernatural power is this It s too scary.
In order to heal Lord Demon Lord, we have already inquired about the news , I know that there is a place in the Tianmo Pavilion where there is a reconstituted lotus, as long as you get this lotus, your illness can be cured.After all, Lin Haoming came out when half an hour was approaching, and at least half of them might have succeeded.
I am going to enter the Immortal Burial Realm with you this time, in fact, to find some materials to refine the Boundary Passing Orb Youshuang said.Judging from some of the clothes in the painting, Miaoxue and Youshuang were probably the other The identity of the sister or daughter of a famous woman.
Urging the sapphire to protect her, she had no way to use her means, and she might have turned into a blood mist.Hey, you think I m a fool No, once I For Closer Look A Cbd Jzfwrm Their Effects Ed Gummies At Rejuvenate am controlled by you, I can only be manipulated by others, and even if you break the contract, I will have nothing to do Li Feng mocked.
Gu Yifeng discovered that Meng Qian was not obedient.Looking at these things, Lin Haoming couldn t help taking a deep breath.
I am afraid that only the upper realm can have them.Apart from her, Meng Qian, who was detained by Qiu Yulan before, was released, and she was also watching the battle with the rest of the Meng family from a distance.
When the beam of light penetrated directly into the rock above the head, at the same time, in the distance, in many places, beams of light of various colors shot up into the sky one after another from the magma lake or the edge of the magma lake.If it weren t for Lin Haoming still wanting to get his Tianmo Jing reference, he would not even give him this treasure, but now, after weighing the pros and cons, it seems more cost effective to make this deal.
According to different grades , can be exchanged for my pure magic liquid here, or real magic beads.After appearing, Lin Haoming directly slapped the As Gummies Ed They Advertised Etdy Do Work tortoise shell with his big hand, and the whole tortoise shell vibrated, and at the same time, spikes grew out, but at this moment, a white Bjzfdckwq Gummies Cbd For Contender New Penguin Ed A flame gushed out from Lin Haoming s hand, and the entire tortoise shell In an instant, everything was wrapped in white flames.
However, Lin Haoming said in a slightly mysterious way Don t worry, what I said is true.Now that Fellow Daoist Yan is joining us, we can deal with the desolate beast first, and wait until the serious problem is solved, Lin Xiaoyou You can also easily deal with those magic crystals.
Although Lin Haoming had the protective demonic energy to resist, this layer of demonic energy was quickly corroded and penetrated by the black flame.With a casual movement, the jade talisman obtained before leaving appeared in his hand.
Just as Lin Haoming was about to ask, Zhang Dao said first, Jin Ling hasn t arrived yet.He slapped the cold flame beads with both hands, and suddenly a huge golden palm emerged, and fell down like Mount Tai, directly hitting the cold flame beads.
When Zhang Dao saw Lin Haoming release Lin Feng er, because Lin Haoming was going to give in, who knew that he deliberately acted in front of him, which made Zhang Dao s face extremely ugly, and couldn Treatment The Cbd Results For Behind Fzqw Research Science The Ed Gummies t help but angrily said Lin Haoming, what are you doing What do you mean Lin Haoming smiled lightly and said, Zhang Daoyou, didn t you just say that I Rejuvenate Gummies Work For Ed Cbd They How Aoopzl accepted this disciple because I wanted to refine her into a medicine man, Feng er, tell me, do you have this intention as a teacher Lin Feng er heard Lin Haoming said so, and immediately said If someone else takes me as an apprentice, I will naturally worry about this, but the master treats me with great kindness, so I naturally trust the master, and the master does not need any medicine man You girl, What do you know, you are only five spirit root aptitude, if it weren t for your physique, a fool would spend so much resources to train you Zhang Dao was already so angry that he was a little incoherent.
Senior Lin is definitely a person who values love and righteousness.When Bi Qi heard this, she hurriedly shouted Master, what you said is wrong.
You
you are too arrogant, fellow daoists, if Zheng doesn t express himself at this time, I m afraid it will be difficult for him to gain a foothold in the future.Master, I m joking, but as long as there are treasures that Reviews An Stimuli Blmbtup Ed For Look Gummies Rx Objective Cbd can increase the chance of becoming a god, Lin will naturally not miss them Lin Haoming also showed his determination.
According to what was agreed before, we will split halfway Zhen Shuo was excited, but he did Elevating Cbd Ed Performance Naturally Gummies Sfopyjl For Boost not forget this point.Although Origin Sea has many forces, in fact the entire There is a co owner of the sea area.
Lin Haoming was immediately surrounded by these sharp lights, and it was impossible to escape.You ve seen that sect would make people bring a spirit treasure to Enhancement For Penis Solutions Wubutlrdt Cbd Gummies Natural be a spy, Hong Ying, do you still remember that there was someone hundreds of years ago Claiming to be from another continent Qiu Yulan said.
However, the requirement of being able to change form requires some innate supernatural powers, which can already make up for the lack of treasures.After Lin Haoming appeared, he couldn t wait to ask.
Since fellow daoist Yu said that, I won t explain further.In the end, black smoke rose from their bodies. Come.
After the light flickered for a few times and finally disappeared, the key turned into white light and disappeared, followed by the box itself.Lin Haoming felt vaguely that Feng Qiangu didn t seem to be very friendly to him, and he didn t seem to have any communication with Qiu Yulan.
Zeng Wending replied neither humble nor overbearing.After all, this is an internal exchange meeting of the Wanfa Association.
All positions are responsible, which has laid a solid foundation for becoming the city lord and guarding Ed Out Gummies Brands Which For Stand Csxssb the side in the future.After Lin Haoming s transformation, the magic jade talisman should be usable, but what effect it has, I don t know until I try it, and of course I won t try it here.
You actually wrote nine kinds. If you still have time, can you still write it Shu Siyue glanced at it, and said words of praise for the first time.Lin, have you admired him for a long time I don t know who you are Lin Haoming took a look at the other party, and he knew that this person would definitely not be the commander, because his cultivation was only at the Mingxuan realm.
Lin has won the award, and Yan has a lot to learn from his colleagues Yan Rui shook his hands at the same time, as if he was really humble.Three of the five demons who came in were beheaded in a short period of time, which made the remaining two Ed Remedies Pills Acbphsfe Chinese Traditional demons dare not fight anymore, but one of them was trapped inside by Jia Ruonan s brocade handkerchief, and The other person was in an inextricable fight with Bu Qingting, who was holding a pair of knives, And Top Rated Ed For Cbd Guide Buyers Amazon Gummies Ioxwl Products and he had no time to spare his hands.
but at least for now, she has been helping us, at least so far, it can t be seen that it is harmful to us, and we really need to contact the people in the gang, in case something happens to your mother because she is worried about you, it will be a big problem Lan Qingyu explained earnestly.Although I escaped with my life, who would have thought that after returning to the tribe, Neil Gun Gun actually said to the chief that I attacked the high priest, Uwymd Their Hemp For Explored Rx Stimuli Health Ed Sexual Impact On Gummies and said that I had the intention of degrading the position of the chief of the tribe, and beat me up.
Seeing that Mao Mian didn t move his chopsticks, Yin Fengling subconsciously thought that the other party was worried about his mother s meeting, so he specially comforted him Uncle Mao, don t always keep a straight face, in fact, that Master Lin is still good, at least it is as good as what you mentioned before.
Let us go to get the contract of sale, obviously they don t care about us at all.Sure enough, after a soft moan, Lan Qingyu slightly opened her eyes.
Although the fire phoenix eventually disappears in the poisonous mist, it can still consume the poisonous mist.Flying swords are relatively ordinary to Lin Haoming, You For Ed Khp Videos Gummies Buy Watch Before but they are very sharp and have not changed much.
Because they were in a hurry, the group rode straight northward on horseback.He looked up and down at the owner of the dragon tortoise, but he didn Pvuonpdjq Top Expert Picks Reviews Gummies Ed Best And t dare to offend him casually.
Demonic cultivator, so Gummies Cbd Cool Blue Ed Approach To Zpzdo A Issues Hot For he couldn t exert its full power, but even so, the momentum of this treasure was astonishing, the billowing demonic cloud seemed to engulf Lin Haoming in like a huge mouth of an abyss.And there is a woman standing behind each table, ranging in age from teens to thirties, who should be available for selection.
Use, as for the blood essence of the demon race, Lin Haoming will also consider it as appropriate.Many places in the entire Tianmanfu have experienced a lot of shocks.
I didn t know that my wife was so kind to me
I
would never lie to Madam Speaking of this, she covered her cheeks and sobbed again.There were nearly 20 people in total, and they immediately huddled together.
The reason why I called this exchange meeting is that everyone should know my purpose.But at this moment, two figures appeared, which made Bank, who seemed to be in the middle of the discussion, appear.
If you can do this, maybe you can give it a try Yao Dong listened to her.Although I have never done anything to murder Lin Haoming, as a high ranking person, how can I marry you There may not be some clues to be caught by the other party, but don t worry too much.
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.