Advances in machine learning are fueling the use of artificial intelligence in education. We may not see many robots in classrooms as implementation usually takes virtual form. AI in education examples are all around us.
AI systems are removing boundaries and giving educational opportunities to more students worldwide. Online courses are available to anyone with an internet connection and a computer or mobile phone. The dynamics of education are changing as students have the opportunity to learn from anywhere at any time.
No two students learn in the same way, and this can be a problem in traditional classroom settings. By using AI systems in the classroom, educators can accommodate all kinds of learners. Fast learners can stay engaged, and slow learners aren’t left behind.
AI systems can customize training materials for students. They can start with simple questions and gradually introduce more difficult ones. They can base learning materials on a student’s ability, interests, experience, and the way he or she likes to learn. They can give greater emphasis to certain subjects and repeat information when students don’t understand.
Rather than teachers having a single curriculum for all students, AI systems can use the same core curriculum but cater to individual needs. The use of AI makes it possible to create individual instructions, testing and feedback. Taking AI-based online classes means students can learn in a more personalized way and get better scores.
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Artificial intelligence can automate basic or repetitive activities. It can currently automate grading for all kinds of testing of the multiple-choice type. Essay-grading software keeps evolving, so it will become capable of more over time.
Assessing knowledge, analyzing answers and assigning grades is already taking place.
Giving feedback and making customized training plans for students is also possible. Online classes can be very large, so instructors can’t grade students and teach them. Colleges offering online classes are using AI more than ever now to grade students.
AI offers some interesting opportunities to improve feedback. AI systems have an online interactive interface. They can check student progress and alert instructors if there are issues. Students can receive feedback about their performance. The system does not move on until the students master the information. Students can also give feedback to instructors about areas where they may be struggling.
Some eLearning platforms give alerts when many students submit a wrong answer to a homework assignment or have trouble with a certain topic. Colleges often use AI to collect and analyze student data. The way students answer questions allows them to deliver personalized learning content. If the program finds a student wants a video lesson rather than a written one, that’s what he or she will get.
Virtual tutors can be a great help in any educational setting in answering students’ questions. They can reinforce learning with extra material. Georgia State was among the first to develop a teaching assistant to answer student questions about course material. Some students couldn’t tell that they were engaging with AI and not a human teaching assistant named Jill Watson.
Staffordshire University in England has an AI teaching assistant called Beacon. It can connect students with tutors and recommend reading resources. It’s good to get instant feedback from virtual tutors when human educators are in demand and don’t have the capacity to help all students.
Online classroom apps
When the Covid-19 pandemic began, online classes became popular throughout the world. Many companies launched online classroom apps. Before using an online classroom app, a student can take an initial test. The app analyses the test result and then offers suitable courses and tasks.
Today students and educators can interact online in many different ways – through live video streaming, interactive presentations or screen sharing. Video conferencing apps often have a wide range of AI-enabled capabilities.
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Voice assistants give students the opportunity to interact with educational material when a teacher isn’t around. Devices like Amazon Alexa, Apple Siri, and Google Home can help students interact with the material in a home setting.
Today, universities and colleges give students voice assistants instead of printed handbooks to help with campus-related information. This is exciting and interesting to students as they can customize them for their schedules and courses. More adoption of voice assistants is likely in the years to come.
Virtual reality (VR)
Using immersive 3D visualization can improve educational experiences. For example, when students use VR to understand the human heart, the whole system is visual, and they can see the blood pumping and other functions. This gives them a much better understanding than looking at images or reading text. Using VR technology makes them more engaged, ready to talk about the experience, and feel more motivated to learn.
Emotion tracking cameras
Some classrooms have cameras that can recognize the emotions of students. They can take attendance and track activities like listening, reading or writing. They take static photos of students’ faces in real-time. Using a system like this, schools can observe individual student behavior and take action accordingly.
Some universities have tried out AI systems that immediately tell professors which students are becoming bored. They can see when points in their lectures need repeating or emphasizing.
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Educators often spend plenty of time managing the classroom environment and handling organizational tasks. They have to grade exams, file paperwork, respond to parents, manage classroom materials etc. They often spend up to 50% of their time on non-teaching-related tasks.
AI systems are particularly good for handling routine and repetitive tasks. This can save educators a great deal of time that they can devote to educating their students. AI robots will not replace educators. Instead, AI provides many benefits to them. It can reduce their administrative burden and help them to teach better.
Some colleges began using AI to reduce the human time spent reviewing piles of applications. They thought this would help to deal with human bias and make the process fairer. Some of these attempts have not been that successful. Being able to automate the entire college application process could be complex. Where AI can help colleges is anticipating enrollment trends and optimizing recruitment efforts.
Many AI-based learning platforms are already available across the globe. They are leveling the playing field by making online education affordable and accessible. If students have to miss out on lessons due to medical reasons, they can catch up using education software. Students in rural areas and low economic areas can have access to opportunities they never had before.
With the help of AI, students can learn more from home and come into classrooms with a core set of competencies educators can build on. When understanding how technology helps education, there are many areas to take into account.
For example, the use of interactive learning materials from some of the best tutors worldwide is made possible. Using AI-based speech recognition, students can even listen to educational material in their native languages.
Some people may think artificial intelligence and education are incompatible. The reality is that AI is rapidly becoming a core part of educational experiences. AI-driven tools like chatbots and apps to check spelling and grammar are being joined by more powerful applications. AI systems are showing their benefits in a wide range of roles. They can answer questions, grade tests and more. They offer advantages to students and educators.