Bloom’s Learning Outcomes’ Automatic Classification Using LSTM and Pretrained Word Embeddings

Bloom’s Learning Outcomes’ Automatic Classification Using LSTM and Pretrained Word Embeddings

Bloom’s taxonomy is a popular model to classify educational learning objectives into different learning levels for three domains including cognitive, affective and psycho motor. Each domain is further detailed into different levels. The cognitive domain includes knowledge, comprehension,...

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Bibliographic Details
Main Authors: Sarang Shaikh, Sher Muhammad Daudpotta, Ali Shariq Imran
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Bloom’s taxonomy
learning objectives
text classification
natural language processing (NLP)
deep learning
machine learning
Online Access:https://ieeexplore.ieee.org/document/9519690/

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