LMS Adaptif, an online learning app that adapts to each student's ability
An online learning app (learning management system, LMS) for students. It suggests lessons based on a pre-test, helps students find material by typing ordinary sentences, and marks short essay answers automatically.
What you can do
- Adjust the order of lessons to the pre-test results: students can skip chapters they have mastered, and weaker chapters come first.
- Mark multiple-choice and short essay answers automatically.
- Suggest material based on wrong answers.
How to start
- Open lms.hanzcodes.my.id, then sign up as a student.
- Take the pre-test. The result sets the order of your lessons.
- Study the suggested material, then do the exercises and essays, which are marked automatically.
Your data
Student accounts and answers are stored on the LMS Adaptif server for marking.
The copyright in this app is registered with the Directorate General of Intellectual Property (DJKI) under the title Aplikasi Adaptive E-Learning untuk Mata Pelajaran Biologi, number EC002025142219.
Technical details
Developed from the founder's undergraduate thesis. The BGE-M3 embedding model is used for semantic search and lesson recommendations. Essays are marked using cosine similarity against the answer key.
Free, with custom versions on request
LMS Adaptif is free to use. Government agencies or companies that want a custom version on their own server can contact us. If you find the app useful, you can help cover its server costs.