Core functional modules of the dashboard
Fluensa's Learning Management System provides users with a panoramic view of the state of learning presented through an intelligent dashboard. This data analytics platform integrates a number of key metrics, including core dimensions such as task completion, correctness across modules, and identification of weaknesses.
Key data analysis dimensions
- Vocabulary mastery progress and forgetting curve analysis
- Balanced assessment of the four skills of listening, speaking, reading and writing
- Degree of mastery of various linguistic elements (e.g. verb conjugation)
- Study time distribution and efficiency analysis
Visualization Design Features
The system is designed with interactive charts that allow users to view the details of each indicator in depth. For example, the speaking ability analysis not only shows the overall correctness rate, but also breaks down sub-dimensions such as pronunciation, intonation and fluency. All data supports time series comparison, making it easy for users to track their progress.
Personalized advice system
Based on data analysis, the system generates specific learning recommendations. If a user is found to have a high error rate in French verb conjugation, a specific training course will be recommended. When the user continuously meets the standard, it also triggers the achievement system and awards badges such as "Vocabulary Master" as an incentive.
This answer comes from the articleFluensa: Learning languages through AI-powered browser extensions and platformsThe
