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Noda Yuki
Shinshu university
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Grammar A Machine Learning Method for Estimating the Difficulty Level of Graded Readers more
Thu, Aug 12, 17:30-18:15 Asia/Tokyo
A machine learning method was investigated to analyze how syntax affects reading difficulty, first categorising graded reader texts into parts of speech, then using a sliding window method to count different patterns of word types. Next we used clustering to check whether the features could be classified by difficulty level.
![Noda Yuki](https://eraw2021.edzil.la/img/user-astronaut-square.png)
![Masaaki Niimura](https://eraw2021.edzil.la/avatar/J6yD3Awlq0Ir8jnTux5KwyJBMHEoc6OR49lKJC8M.png)
![Mark Brierley](https://eraw2021.edzil.la/avatar/UgR7AgQNIo2GIDNCM1M1S6KeqeyfjRDF7qHE1hSl.jpg)
![Megumi HASEBE](https://eraw2021.edzil.la/avatar/LW5pHnEsvcxOqjNE2p0pJ0rWkcvVormTPhG8iPzS.jpg)