AI EDUCATION
Computers have been employed within the field of education for many years, often with disappointing results. However, recent and current research within the field of artificial intelligence (AI) is having a positive impact on educational applications.
ROLE OF AI EDUCATION IN THE CLASSROOM
Here is a glimpse into some of the roles AI will play in the classroom.
Automatic Grading
Imagine how much more teachers will be able to do if they had help with their grading? With AI, the role of grader can be passed along. Current AI technology is already able to automate grading of multiple choice materials, but as AI develops and becomes more intelligent, it is expected that the technology will one day be able to grade more than standardized assessments.
Teachers Support
AI will provide support for teachers in many ways. Some of the routine tasks as well as communication with students can be managed by AI. For example, a college professor can successfully use an AI chatbot to communicate with students as a teaching assistant without the students knowing that they were not talking to a human.
Students Support
This generation of students will grow up with an AI companion that knows their personal history and School history. Therefore, it will know each student’s individual strengths and weaknesses.
Meets a Variety of Student Needs
AI will also be able to help students with special needs by creating and adopting materials to lead them to success. For instance, studies are already showing positive results for AI teaching skills.
Allow Teachers to Act as Learning Motivators
As AI takes on more of a teaching role by providing students with basic information, it will change the role of teachers in the classroom. Teachers will move into the role of classroom facilitator or learning motivator.
Provide Personalized Help
When students need to reinforce skills or master ideas before an assessment, AI will be able to provide students with the additional tools they need for success.
While artificial intelligence will not replace teachers altogether, it is possible that it will reshape the way teachers teach and students learn.
What is the role of artificial intelligence?
Artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Most AI examples that you hear about today – from chess-playing computers to self-driving cars – rely heavily on deep learning and natural language processing.
WHY IS ARTIFICIAL INTELLIGENCE IMPORTANT?
AI automates repetitive learning and discovery through data.
AI is different from hardware-driven, robotic automation. Instead of automating manual tasks, AI performs frequent, high-volume, computerized tasks reliably and without fatigue. For this type of automation, human inquiry is still essential to set up the system and ask the right questions.
AI adds intelligence to existing products. In most cases, AI will not be sold as an individual application. Rather, products you already use will be improved with AI capabilities, much like Siri was added as a feature to a new generation of Apple products. Automation, conversational platforms, bots and smart machines can be combined with large amounts of data to improve many technologies at home and in the workplace, from security intelligence to investment analysis.
AI adapts through progressive learning algorithms to let the data do the programming. AI finds structure and regularities in data so that the algorithm acquires a skill: The algorithm becomes a classifier or a predictor. So, just as the algorithm can teach itself how to play chess, it can teach itself what product to recommend next online. And the models adapt when given new data. Back propagation is an AI technique that allows the model to adjust, through training and added data, when the first answer is not quite right.
AI analyzes more with deeper data using neural networks that have many hidden layers. Building a fraud detection system with five hidden layers was almost impossible a few years ago. All that has changed with incredible computer power and big data. You need lots of data to train deep learning models because they learn directly from the data. The more data you can feed them, the more accurate they become.
AI achieves incredible accuracy through deep neural networks – which was previously impossible. For example, your interactions with Alexa, Google Search and Google Photos are all based on deep learning – and they keep getting more accurate the more we use them. In the medical field, AI techniques from deep learning, image classification and object recognition can now be used to find cancer on MRIs with the same accuracy as highly trained radiologists.
AI gets the most out of data. When algorithms are self-learning, the data itself can become intellectual property. The answers are in the data; you just have to apply AI to get them out. Since the role of the data is now more important than ever before, it can create a competitive advantage. If you have the best data in a competitive industry, even if everyone is applying similar techniques, the best data will win.
How AI can improve education?
Using intelligent AI-powered systems can greatly improve the efficiency of many educational institutions, lower their operating costs, give them greater visibility into income and expenses, and improve the overall responsiveness of the educational institutions.
BENEFITS OF AI FOR EDUCATION
Educational apps can be utilized by two types of users — students and teachers. Of course, such solutions bring different benefits to them.
Advantages of AI in Education for Students
Education at any time. Young people spend a lot of time on the go. They prefer doing everyday tasks using their smartphones or tablets. AI-based applications provide an opportunity to study in free time, spending ten or fifteen minutes. Additionally, the students can get feedback from tutors in a real-time mode.
Various options due to the students’ needs. AI-based solutions can adapt due to the students’ level of knowledge, interesting topics, and so on. The system tends to help students with their weak sides. It offers learning materials based on their weaknesses. For example, the student does the test before starting to use the app; the app analyzes it and provides suitable tasks and courses.
Virtual mentors. AI-based platforms offer virtual mentors to track the students’ progress. Of course, only human teachers can understand the scholars’ needs better, but it’s good to get instant feedback from the virtual tutor.
Advantages of AI in Education for Teachers and Schools
Opportunity to see weaknesses. Different training courses allow seeing the gaps in students’ knowledge. For example, the Coursera platform can notify the teacher if students chose incorrect answers to a particular question. As a result, the tutor has an opportunity to pay attention to the demanded topic.
Better engagement. Modern technologies like VR and Gamification help involve students in the education process, making it more interactive.
Personalization. Various AI-enabled algorithms can analyze the users’ knowledge and interests and provide more personalized recommendations and training programs.
Curriculum automatic creating. Teachers get a great benefit from AI development. These days, they don’t need to create a curriculum from scratch. As a result, tutors spend less time searching for necessary educational materials.
Opportunity to find a good teacher. Educational platforms have a lot of teachers, so the student has an opportunity to communicate with specialists from other countries. The AI-enabled educational platform offers appropriate tutors, depending on the teaching experience and soft skills.
HOW TO USE ARTIFICIAL INTELLIGENCE IN EDUCATION
One of the forms of Artificial Intelligence is Machine Learning. ML tends to analyze information, get conclusions, and make decisions or suggestions. It means that the ML-based platform can be taught with a lot of data. After that, it can fulfill various tasks.
THERE ARE SEVERAL USES OF ARTIFICIAL INTELLIGENCE FOR THE EDUCATION FIELD. LET’S DISCUSS THEM MORE PRECISELY.
Individualized Learning
Artificial Intelligence allows focusing on the individual needs of the student. Many large education platforms like Carnegie Learning invest in AI to provide more personalized courses. These days, it’s possible to create individual instructions, testing, and feedback. As a result, learners work with the material they are ready for and fill the gaps in their knowledge.
As Artificial Intelligence becomes smarter, it might be possible to scan and analyze students’ facial expressions. If the material is too complicated, the platform can change the lesson depending on their needs.
Voice Assistants
Voice assistants such as Amazon Alexa, Apple Siri, Google Home allow interaction with various learning materials without communication with a teacher. As a result, it’s possible to use an education platform anywhere and anytime.
Smart Content
Smart content stands for various learning materials, from digitized textbooks to customized interfaces.
Let’s consider two examples.
Global Learning
AI brings a lot of opportunities to share knowledge all over the world. Using Artificial Intelligence solutions, students can study various courses and training programs. There are a lot of platforms with interactive learning materials from the best tutors.
AI also provides opportunities for students who speak different languages or have visual or hearing problems. For example, Presentation Translator is an AI-based solution that creates subtitles in real-time mode. Using AI Speech Recognition, students can hear or read in their native language.
Existing AI-Based Solutions in Education
There are a lot of tech-driven solutions in the education industry. Among AI examples are DreamBox, Khan Academy, Achieve3000, and many others.
These platforms can analyze the level of knowledge, offer backward communication, provide a plan for improvements, and so on.
Third Space Learning – This system was created with the help of scholars from London University College and actively use Artificial Intelligence opportunities. The system can recommend ways to improve teaching techniques. For example, if the teacher speaks too fast or slow, the systems send a notification.
Little Dragon – It’s a startup company that creates smart apps using Artificial Intelligence. Such applications can analyze the users’ emotions and adapt the user interface depending on it. The company also makes educational games for kids.
CTI- This company also uses AI to develop tech-driven solutions for education. The primary goal is creating smart content. For example, Cram101 can analyze the textbook or other learning materials and choose the critical information to create texts.
Brainly – It is a social network for students’ cooperation. For instance, learners can discuss issues connected to their homework or get new knowledge from other students. The company utilizes Machine Learning to provide a better user experience. ML assists in selecting spam and inappropriate content. Additionally, AI is used to offer more personalized materials.
Carnegie Learning – This system tends to provide more customized education materials, making the learning process more comfortable. This solution offers real-time education for school students. Carnegie Learning analyses the users’ keystroke and allows the tutor to see the students’ progress.
Thinker Math – This AI-enabled solution helps small kids learn Math. There are various games and rewards to achieve better engagement results. The app also offers a personalized learning plan depending on the child’s knowledge.
There are a lot of AI-based solutions that improve the education field. This industry is quite promising due to incredible opportunities for development.
As you can see, the education field offers a lot of opportunities to integrate and use Artificial Intelligence. The market already has several great solutions for adults, children, tutors, and even schools. AI-based applications can analyze an enormous amount of information, offering users more personalized learning materials.