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An online video platform to enhance learning experience through Artificial Intelligence

Project Leader: Mr Richard PANG

About this Project

Introduction

In today’s fast-paced world, effective online learning is essential. Our upcoming website will transform long lecture videos into concise, engaging content using AI and NLP technologies. By simplifying complex topics and offering interactive questions, we create a dynamic learning environment that meets diverse student needs. Join us in revolutionizing online education to empower educators and enhance student experiences, promoting active learning and academic success.

Intention

We are creating an online platform that uses AI to process lecture videos, making educational content more accessible and engaging.

Implementation

The AI platform will create accurate captions, break videos into focused segments, and generate knowledge check questions from transcripts and presentations. This helps students easily navigate lectures and strengthens their understanding of key concepts.

Conclusion

This platform automates video editing and instructional material creation, reducing teachers’ workload so they can focus on quality education and engaging students.

Benefits

Learning Hints

Our platform improves student focus on specific topics in video lectures by adding intuitive labels and captions.

Bit by Bit

Students enjoy a more effective learning experience with long lectures segmented into concise, labeled clips for targeted learning.

Progressive

The system helps students navigate and review topics easily, promoting a more organized study approach.

Interactive

The platform boosts engagement by adding interactive questions after each topic, helping students actively reinforce their understanding.

Actionable Insights to Boost Online Learning Effectiveness and Student Satisfaction

Overall Satisfaction RatesThe implementation of the LEC-CLIPPER platform maintained strong satisfaction rates consistently above 84%, even after the initial high expectations (95.95% positive) reflected in pre-survey results

Content Accessibility Improvements: Specific features of the platform significantly enhanced content accessibility through video segmentation.

Engagement Enhancements: The integration of knowledge checks helped to enhance learning.

Support for Academic Performance: The platform effectively supported improvements in academic performance, which is a strong selling point for educational tools.

User Confidence: A notable increase in student confidence regarding content mastery was reported, suggesting that your new website should highlight confidence-building features.

Video Segmentation: In the pre-survey, 93.9% of students agreed that splitting long lectures into shorter, topic-specific clips would facilitate easier content review.

Knowledge Check Questions (KCQs): The effectiveness of KCQs was reaffirmed, with 97.56% of students finding them effective for gauging understanding.

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