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AI-based Personalised Feedback for Students

By Dev
Published: Nov 26, 2024
9 minute read

Stay Updated

 

A Staggering Impact : How Machine Learning Reshapes Manufacturing

The global EdTech market is on a skyrocketing trajectory, projected to reach a staggering $341.1 billion by 2027. This explosive growth signifies a fundamental shift in how education is delivered and consumed. But amidst this exciting landscape, one challenge persists — the need for effective feedback mechanisms

 

 

A 2021 study by the Bill & Melinda Gates

Foundation found that 70% of students

reported wanting more specific feedback

on their assignments.

However, traditional grading methods often leave them with generic comments or cryptic red marks. This lack of clear direction can be frustrating and impede their learning journey. What if there was a way where AI becomes your helpful companion to analyzes their responses, pinpoints areas for growth, and offers personalized guidance. This isn't science fiction – it's the future of education, powered by personalized feedback systems.

 

 

Personalized Feedback System
for Students Success

A personalized feedback system utilizes artificial intelligence (AI) to analyze student work and provide tailored guidance. 
They act as their own personal study buddy, analysing your work and offering tailored guidance.

 

 

 

Perks of Having Personalized Feedback System

Research also shows that personalized feedback can lead to a 30% increase in student learning gains. This makes AI 
Personalized feedback system a crucial element for the further evolution of online education services. Here’s a
detailed list of perks of personalized feedback systems :

 

Where Feedback Gets Personal with Real Use

While the potential of personalized feedback systems is undeniable, there are challenges to overcome:

Frame 499
Grammarly

This popular writing platform uses AI to identify grammar, punctuation, and style errors in student writing. It provides suggestions for improvement, making it a valuable tool for developing writing skills.

Frame 500
Khan Academy

This popular writing platform uses AI to identify grammar, punctuation, and style errors in student writing. It provides suggestions for improvement, making it a valuable tool for developing writing skills.

Frame 501
Duolingo 

This popular writing platform uses AI to identify grammar, punctuation, and style errors in student writing. It provides suggestions for improvement, making it a valuable tool for developing writing skills.

 

 

Challenges to Building the Bridge to Personalized Feedback

While the potential of personalized feedback systems is undeniable, there are challenges to overcome:
01

Algorithmic
Bias

AI systems can perpetuate existing biases if not carefully designed. It's crucial to develop the system using diverse datasets and continuously monitor for potential biases.

02

Teacher
Integration

Educators need to be comfortable integrating AI tools into their classrooms. Investing in proper training and support systems is essential for successful implementation.

 

 

The Future of Feedback: A Collaborative Learning Journey

The future of education is a collaborative one, where AI and teachers work together to empower students. Personalized feedback systems are not meant to replace teachers, but rather to augment their expertise. Design a personalized feedback system that seamlessly integrate with existing learning management systems (LMS) used by edtech platforms, schools or universities.
By embracing this collaborative learning, EdTech firms can empower students, teachers, and themselves to create a more successful and engaging learning environment.

 

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