RyanLauQF/BloomBERT

Task Complexity Classifier using Transformer-based NLP model based on Bloom's Taxonomy

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Emerging

This tool helps educators, trainers, and managers classify tasks based on their cognitive complexity using Bloom's Taxonomy. You input a task description, and it outputs one of six categories: Remember, Understand, Apply, Analyze, Evaluate, or Create. This is useful for anyone designing curricula, assessments, or managing project workflows and team development.

No commits in the last 6 months.

Use this if you need to quickly determine the cognitive demand of a given task or activity for educational or productivity planning.

Not ideal if tasks frequently span multiple complexity levels simultaneously or if you need to rank tasks by their difficulty numerically rather than by category.

education curriculum-design training-development performance-management task-analysis
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 7 / 25
Maturity 16 / 25
Community 17 / 25

How are scores calculated?

Stars

34

Forks

9

Language

Jupyter Notebook

License

MIT

Last pushed

Aug 18, 2025

Commits (30d)

0

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