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 tecnología será limpia en la medida en que lo sea la fuente de electricidad. Para reducir realmente a cero el nivel de emisiones, los vehículos eléctricos deben funcionar con energías renovables.
Cada decodificador tiene contenido educativo almacenado precargado y 5GB de internet que mensualmente serán recargados para uso y consumo de los contenidos del programa Hogar Conectado.
El Centro AVIN es una plataforma en línea y equipo de trabajo especializado que servirá como punto focal para realizar investigaciones, compartir información, y gestionar el contacto entre centros de investigación.
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.
However, the adult nine headed monster is quite intimidating on the battlefield.In terms of strength, it s not worth mentioning Zhao Hao denied it immediately.
The speeds were fast and slow. They included players and aboriginals.The Bomb Wyvern attacks ships, while the Wind King Wing Dragon attacks pirates, and their attacks are extremely deadly.
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The Storm Territory is located on the sea, so it cannot avoid dealing with pirates, so it is necessary to set up an informant among the pirates.No, little Marquis, you will be punished by military law.
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Magic battleship The battleship is behind and the magic is in front, which has already explained the most important thing.But in a battlefield, or a large scale battlefield, this flashing range is somewhat insufficient.
At this point, the only enemy left on the battlefield was the Blazing One, struggling to hold on.At this time, the nine headed monster had turned around and was escaping towards the swamp outside the lair.
What is that monster Run away quickly, the pursuers are coming from behind Various voices echoed among the fleeing elven civilians.
That is to say, she has stayed in the Storm Territory for a while, otherwise she would look down on players like other indigenous forces.Just as he stood up, he suddenly moved sideways out of thin air.
First update But the other party definitely never thought that they would encounter his offensive tactics without martial ethics.It s not that the five man chariot is not weak, it s just that it s not suitable to compete with spellcasters in terms of killing speed.
Even the heavy armor on this champion level paladin was shot through by the crossbow in an instant, and then the crossbow disappeared into the ground due to the angle.At this moment, Zhao Hao revealed his first trump card.
It is rated as a third level spell because it can only be used on undead troops, and its scope of action is a bit smaller.At this time, Zhao Hao also wanted to say that he and the team live and die together, and the car and the people are there.
First of all, there is definitely no shortage of trading targets for so many people, and then there is no need to worry about reliability.Three green dragons spread their wings and swooped over.
Weapons can give them stronger combat effectiveness, which is a self protection asset.The archers slowly raised their crossbows, ready to shoot at any time.
You re finally here Mick reminded in a low voice after approaching, Your identity is my subordinate This is the identity he arranged for Zhao Hao.No wonder players like to take missions. The contribution value of killing players and units is really too low.
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Previously, I had been flying slowly in order to wait for ground troops and concealment, but now I no longer needed it.
ps Yesterday, I just wanted to return to the normal state of the third watch as soon as possible, but my exercise and habits were not in place.At the moment when the cross giant wall appeared, the Taoist lords, clan leaders, and demon kings didn t understand what happened until Xi Lerong and Li Yunlong merged, and were placed in the same interval as Gui Wujiu s clone, and that The clone of Sanbao was isolated alone, and only then did everyone understand what happened.
Each sect has nothing to say. Qihua Xuanzong was at the hub of this domain.But this does not mean that these methods can be used endlessly.
When the Qi in the wood spirit realm matches the top Taoism in the ancestral realm of the current world, its people will benefit from this correction.This side of the waterfall But now this enthusiastic thought seems to tell me that what I am doing now seems to have some very concrete benefits.
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And the reason why you, Junior Brother Moyou, have made such rapid progress in your Taoism is that you were » Cock and Ball Torture - Heterosexual Testosterone Compressor [cG2VV7AC-xj]
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A person with the highest level of merit can achieve it in 216 years of course, Qin Menglin has already broken through the limits of Yin and Yang Dao.In the whole world, except for taking no blame, no one has been able to decipher this move head on.
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She was originally afraid that Jiang Minyi would rely on her, and was about to explain that she could only make corrections, but not create anything.He nodded and said solemnly Very good. Then he jumped up and left without looking back.
Hearing Gui Gui s words of blamelessness, Yuli said Such a situation
it makes sense to join forces to fight. Short Numbers, seems to have the meaning of being happy to see the hunter but it is also very plain and reserved, without that kind of paranoia and excitement.It wasn t until these four wonderful objects entered the cultivation stage of the Demonic Altar that Mo Tianqing finally felt relieved.
with a full understanding. The combination of the three methods of Heart Sword and Tianshu Shu is really extraordinary.I dare to say that looking at all the realms of ancient and modern times, I am not weaker than others in the Tao realm.
This Only My Mahayana Sutra was obtained by me through another method of deduction and revelation.Slightly behind, there are two green flags about ten feet wide, and a semicircle formed by a green snake.
Qin Menglin was already good at sensing with the mind.Moreover, there was nothing important, and seven or eight of the ten sentences were just random chatter the remaining one or two sentences were business , although they were for various reasons such as asking for Taoist advice, but Shi Mo saw it I knew it was a temporary excuse.
go. But after three breaths, the girl stopped suddenly.When the four formations are combined, it is possible for him to advance into a realm that does not actually exist , just like the esoteric principles in the deduction of metaphysics.
This perception and experience was originally extremely subtle, vague, and unclear but after today s incident, it has become much clearer.So layer by layer, it becomes farther and farther away.
After Gui Wujiu defeats Mr. Mood, he must wipe out all the seeds left by Mr.Nowadays, Gui Wujiu masters the Eight Swords of Chenyang as well as Xuanyuan Huai and the Kongyun Nianjian used by Xuanyuan Huai is clearly enough to compete with Gui Wujiu.
This boxing technique is not only a show off fist, but also a persuasion fist an attraction fist.In Xin Weiying s heart, there has always been such a person.
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When the head of the family spoke, the children of the Liang family did not dare to hesitate.Two groups worked together and one group was used to deal with the black bear monster, while Qingyang himself used all his strength to resist Tong Yan.
If the Jingshan Rat Group had persisted for a little longer, or if they had been a little less courageous, the entire team might have collapsed.The five swords on his body are all high grade magical weapons.
Although the situation was somewhat unavoidable, it actually happened and they just did not escape.Although the purple backed alcoholic bee was fine, it was frightened by the red feathered eagle.
Yes, Yu Mengmiao must be the descendant of Cao Du and Feng Yan.This shadow has a horn on its head and an old face.
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Standing beside Ziyunjian, both of them returned to their original high spirited appearance.At the same time, five or six figures flashed out from the darkness.
Our Tao family cannot afford that price. Even the monks who are all in the early stage of Qi training Something happened to the team.Please also Fellow Taoists, please help to be witnesses, and don t admit defeat when the time comes.
What s more, I have my own mission to find out information.The head of our family is taking care of him personally.
The monks set up a stronghold only a few hundred miles away from the monster s lair, just like the enemy s army was deployed at the door of their home.
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.