AI Learning Platform for Automated Course Creation
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Solution Overview
Problem
Current online course creation tools are labor-intensive, require pedagogical expertise, and lack integration of synchronous and asynchronous content delivery, leading to inefficient and disjointed learning experiences for enterprises and training institutions.
Innovation Solution
An AI-powered digital learning platform that employs backend and frontend systems to rapidly create digital content through AI processing techniques, including content recommendation, automated video splitting, and localized text-to-speech features, facilitating seamless integration of asynchronous and synchronous learning resources.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If traditional online course creation tools are used, then learning content can be delivered, but the process is labor-intensive and requires significant pedagogical expertise
Solution Approach 1:
The system enables self-service course creation by allowing users to upload raw materials (videos, documents) and automatically generating structured learning content through AI processing. The platform automatically creates lessons, quizzes, and learning paths without requiring manual pedagogical design, thus reducing the expertise barrier while maintaining content quality
Solution Approach 2:
The patent replaces manual mechanical course creation processes with automated AI systems. Instead of manually designing courses requiring pedagogical expertise, the system uses machine learning models to automatically structure content, generate assessments, and create learning experiences from raw input materials, substituting human expertise with automated intelligence
2Adaptability or versatility
If meeting tools like Zoom are used to replicate classroom settings, then synchronous interaction is enabled, but asynchronous content integration is lacking
Solution Approach 1:
The system merges asynchronous content (pre-recorded videos, documents) with synchronous delivery (live streaming capability) into a unified learning platform. The platform integrates multiple content types into a single coherent experience, allowing learners to access both pre-prepared materials and live interaction through one interface, eliminating the need to visit numerous separate sites
Solution Approach 2:
The learning platform provides multi-functionality by supporting multiple delivery modes (asynchronous and synchronous) within a single system. The platform can handle various content types, learning styles, and delivery preferences, making it universally applicable to different learning scenarios while maintaining a consistent and coherent user experience
3Quantity of substance
If learners visit numerous sites to complete learning journey, then diverse resources are accessible, but confusion and disruptions occur
Solution Approach 1:
The system consolidates diverse learning resources from multiple separate sites into a single integrated learning environment. All content, tools, and resources are merged into one platform, allowing learners to access everything they need in one location without navigating between multiple sites, thus reducing time loss and confusion while maintaining resource diversity
Data Source
AI summary
A method and system including an adaptive learning platform having a backend system and a frontend system. The backend system is configured to manage lessons for display on a user device. The backend system includes a creation module for creating new courses, the course module is configured to employ AI processing techniques to search for relevant content stored in a database of the backend component and recommend the relevant content to a user as course content (new course content) for a new course. The frontend system is configured to execute on the user device and includes a user interface for the user to access various modules of the backend system.