Automated labeling of PDF mathematical exercises with word N-grams VSM classification

Automated labeling of PDF mathematical exercises with word N-grams VSM classification

Abstract In recent years, smart learning environments have become central to modern education and support students and instructors through tools based on prediction and recommendation models. These methods often use learning material metadata, such as the knowledge contained in an exercise which is...

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Bibliographic Details
Main Authors: Taisei Yamauchi, Brendan Flanagan, Ryosuke Nakamoto, Yiling Dai, Kyosuke Takami, Hiroaki Ogata
Format: Article
Language:English
Published: SpringerOpen 2023-10-01
Series:Smart Learning Environments
Subjects:
Automatic labeling
Word n-gram
Random forest
Incomplete text classification
Word embedding
Mathematical education
Online Access:https://doi.org/10.1186/s40561-023-00271-9

Internet

https://doi.org/10.1186/s40561-023-00271-9

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