Overview
Hello,
I require assistance in creating a development section for the proposed website you have already built for me. This section falls under the subject of adaptive e-learning based on VARK learning style and recommendation system. Initially, you should introduce the section and outline its contribution, which involves identifying learning styles and recommending content aligned with those styles. Next, please provide the functional requirements of the adaptive system. This includes a flowchart illustrating the system's operation and an architecture overview to depict the platform. Additionally, consider presenting the algorithm code for calculating the initial learning style and explaining how materials aligned with the dominant learning style are provided. Ensure to include a flowchart of the algorithm for calculating the initial learning style of a student and an explanation of the dynamic process of recommending study materials aligned with the dominant learning style.
Below are the sub-sections that need to be included:
Section 1: web planning (Waterfall approach)
-Explain and provide information about this model with references and how the website will follow the same approach. Show diagram for this part and I can provide you with sample but it needs to be amended because it’s not accurate.
Section 2: Adaptive System Architecture
- Include a figure illustrating the system components and their functionality based on Flex Learning website. (include the codes have been used for VARK, explains Calculating VARK scores for the student when he starts the questionnaire and you can use diagram that explains how student answers the VARK questionnaire)
Sub-section 2: Development Tools
- Provide details on the programming language used, frameworks such as React.js, and required libraries or dependencies to ensure proper functionality.
Section 3: Proposed Adaptive System Algorithm
Sub-section 3: VARK Learning Style Mechanism
- Define rules for interpretation, explaining how scores map to learning styles.
- Include the code used for VARK and explain the process of calculating VARK scores for students.
Sub-section 3: Recommender System Mechanism
- Explain and present the code used for the pre-test and how wrong answers are calculated to provide ranked study materials aligned with the student's learning style.
- Consider including a chart to complement the written explanation.