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Back to the Origin: An Intelligent System for Learning Chinese Characters

  • 2021
  • OriginalPaper
  • Chapter
Published in:
Authors
Jinglei Yu
Jiachen Song
Yu Lu
Shengquan Yu
Published in
Artificial Intelligence in Education
Publisher
Springer International Publishing

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Abstract

The chapter introduces an innovative intelligent system for learning Chinese characters, addressing the challenges faced by beginners due to the complex structure and multiple scripts of Chinese characters. The system employs convolutional neural networks to recognize characters and their scripts, and it traces the characters' evolution through five major scripts, highlighting the original forms in seal script. By utilizing high-quality calligraphy collections, the system not only improves learners' understanding but also engages them with the elegant forms of different scripts. The system's effectiveness is demonstrated through high F1 scores in character and script recognition tasks, making it a valuable tool for both formal and informal learning environments.
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previous chapter Evaluating the Impact of Research-Based Updates to an Adaptive Learning System
next chapter Automated Assessment of Quality and Coverage of Ideas in Students’ Source-Based Writing
Title
Back to the Origin: An Intelligent System for Learning Chinese Characters
Authors
Jinglei Yu
Jiachen Song
Yu Lu
Shengquan Yu
Copyright Year
2021
Book
Artificial Intelligence in Education

Print ISBN: 978-3-030-78269-6

Electronic ISBN: 978-3-030-78270-2

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-3-030-78270-2_81
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