Since AI or artificial intelligence is on the trend, the constantly evolving education sector is now witnessing new innovations like intelligent tutoring systems. Thanks to creative approaches like this, students can now experience a whole new level of personalised learning based on their interests and skill sets.
AI-powered personalised learning methods, which come with real-time feedback, flexible learning routes, and whatnot, undoubtedly have the potential to overhaul the existing educational system. This article explores how AI strategies like intelligent tutoring systems and personalised learning can revolutionise the education sector.
Before that, let’s learn what an intelligent tutoring system is. So, let’s start.
What Are Intelligent Tutoring Systems?
Intelligent Tutoring Systems, or ITSs, are valuable AI tools that strive to revolutionise education by delivering personalised learning experiences. ITSs help learners receive personalised teaching and feedback from computer programs.
Today, every adaptive e-learning platform is either using or planning to use ITS to provide customised instruction and direction without any requirement for a teacher. By leveraging AI algorithms, these systems provide a learning environment that adjusts to the requirements of each learner, resulting in a personalised educational experience.
How Does Intelligent Tutoring Systems Work?
When it comes to the functionality of the ITS, these systems work in these three steps:
- Data Collection: ITS platforms gather data and information about the student’s performance and enhance engagement with the relevant course materials. This data includes insight into the student’s response speed, accuracy, and problem-solving skills.
- Data Analysis: The intelligent tutoring systems scrutinise and analyse the gathered data/information to find patterns and trends. It further leverages ML algorithms for an in-depth understanding of every student’s areas of development, strength, and learning preferences.
- Adaptive Instructions: Using the analysis as a basis, the system gives the student immediate feedback and customises the course material. This involves modifying the material’s degree of difficulty, offering tips, and recommending focused tasks to assist the learner in grasping particular ideas.
Comprehending the functioning of these systems can yield a significant understanding of their possible advantages and uses in education. All things considered, intelligent tutoring systems are a major development in the field of AI education, providing a highly customised and successful learning environment.
AI In Education: Paving Path For Personalized Learning
Giving students an educational setting that specifically caters to their interests, skills, and academic choices is the primary objective of personalised learning. Personalised learning encourages deviation and understands that every student has distinct learning methods, unlike conventional classrooms’ standardised approach.
AI-driven personalised learning systems analyse vast amounts of data, such as a student’s academic standing, interests, and development, to create tailored learning paths.
How Does AI Provide Personalized Learning Experiences
The potential of AI to offer students individualised learning experiences is one of the biggest effects on education. Learner preferences, habits, and learning patterns are analysed by AI algorithms, which then use this information to generate customised study materials and lessons.
Better learning outcomes are ultimately the result of this personalization, which enables students to gain knowledge at their own speed and concentrate on the areas where they most need assistance.
For instance, AI-powered adaptive learning platforms use student feedback and progress to instantly modify the learning material, tempo, and degree of difficulty. In addition to recommending more resources and pointing out knowledge gaps, these platforms can ensure that students get the help they require to succeed.
AI In Education: Real-World Use Cases & Examples
AI Chatbots For Education
Since they can offer students immediate support and direction outside of school hours, AI chatbots for education are growing in popularity in the education sector. These AI-powered assistants are accessible around the clock to respond to inquiries, dispel uncertainties, and provide tailored support.
- Using chatbots, students can get quick feedback on their homework or practice questions.
- They might look for further materials or ask for clarifications on complex ideas.
- Additionally, chatbots can walk students through the process of addressing problems step-by-step.
These AI chatbots for education effectively respond to student inquiries while simulating human-like discussions using natural language processing skills. Teachers can save time thanks to this technology, ensuring that no pupil is left behind when they ask for assistance.
AI Teaching Assistant
- An AI teaching assistant leverages the power of NLP technology to respond to inquiries from instructors or pupils.
- They serve as digital guides for the learning process by offering immediate access to knowledge.
- Virtual assistants can help with research questions and provide clarification on difficult subjects.
AI, with its approaches like intelligent tutoring systems and personalised learning, is revolutionising education at a fast pace. Teachers may create personalised learning experiences, encourage student participation, and provide timely feedback using AI algorithms and machine learning approaches.
Stakeholders must work together and make deploying AI a top priority to fully realise its potential in education. Frameworks that encourage the appropriate application of AI while maintaining accountability and transparency should be developed by policymakers.