Adaptive Network Learning System for Dynamic Content Selection

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Solution Overview

Problem

Conventional online learning platforms lack adaptability, failing to provide modified learning experiences, efficient evaluation mechanisms, and effective user interactions, and do not consider hardware limitations in learning effectiveness.

Innovation Solution

A network learning system and method that includes a host end with a processor and memory, which stores and adapts lesson information based on user learning conditions, providing adaptive content via a virtual classroom environment, and records user interactions for improved learning experiences.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If conventional online learning platforms provide learning videos, then learners can access learning content remotely, but the content cannot be modified and lacks adaptability to different users

Engineering Contradiction:

Improveadaptability of learning contentVSAvoidsystem complexity

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The system dynamically generates adaptive learning content by selecting and combining original lesson sections based on real-time user learning conditions and hardware capabilities, transforming static video content into dynamic adaptive lessons

Inventive Principle:

Principle #15Dynamics

Solution Approach 2:

The system changes parameters of learning content delivery by adjusting which content sections are presented, the order of presentation, and the format based on user learning conditions and hardware abilities

Inventive Principle:

Principle #35Parameter changes

2Adaptability or versatility

If conventional teaching programs are used in real classrooms, then learners gain intuitive experiences, but the programs are limited to specific time and space

Engineering Contradiction:

Improveaccessibility of learningVSAvoidtime and space constraints

Core Design Contradiction:

Adaptability or versatilityVSLoss of time

Solution Approach 1:

The system creates virtual copies of classroom teaching programs that can be delivered through online platforms, preserving the instructional value while removing time and space constraints through network transmission

Inventive Principle:

Principle #26Copying

3Ease of operation

If online learning platforms provide fixed learning videos, then implementation is simple, but efficient evaluation mechanisms and user interactions are lacking

Engineering Contradiction:

Improveease of implementationVSAvoidevaluation effectiveness

Core Design Contradiction:

Ease of operationVSReliability

Solution Approach 1:

The system implements feedback mechanisms by recording user interactions with learning content and using this information to evaluate learning effectiveness and adjust subsequent content delivery

Inventive Principle:

Principle #23Feedback

Data Source

PatentUS11688295B2Network learning system and method thereof

Publication Date: 2023.06.27 DELTA ELECTRONICS INC(CN)

AI summary

A network learning system includes a host being coupled to a first user end and a second user end. A processor of the host end is configured to perform the following steps of: storing original lesson information being sent from the first user end in which the original lesson information has a plurality of content sections; selecting the content sections to form adaptive lesson information based on a learning condition of the second user end; sending the adaptive lesson information to the second user end so that an output device of the second user end outputs the adaptive lesson information based on a view of a simulated space; when the output device of the second user end outputs the adaptive lesson information, recording a value from an input device of the second user end.