README.md

metadata

title: Curriculum Alignment Inference
emoji: 🎓
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false

Curriculum Alignment Inference

Hugging Face Space for predicting alignment between Course Learning Outcomes (CLO) and Sub-CLO using Bloom's Taxonomy classification.

Features

• 4 Different Models for inference comparison
• Bloom Taxonomy Classification (Cognitive, Affective, Psychomotor)
• Alignment Detection based on domain and level rules

Models

Model	Type	Description
Fine-tuned IndoBERT	Deep Learning	Sequence classification from HF Hub
Siamese IndoBERT	Deep Learning	Direct alignment prediction from paired inputs
SVM	Machine Learning	Support Vector Machine (local)
LightGBM	Machine Learning	Gradient boosting classifier (local)

Alignment Rules

Two learning outcomes are aligned if:

1. Same Bloom domain (C/A/P)
2. Sub-CLO level ≤ CLO level

Project Structure