Intelligent Teaching of Reading and Writing Skills in Higher Education Languages by Integrating Data Mining Technology
Yongyan Gao
Abstract:In this paper, we first construct a reading comprehension model based on BERT and EDA strategies and, at the same time, propose sliding-window dynamic cropping to reduce the chapter material to a range that BERT can adapt. Secondly, the TF-IDF model for writing material sentences is proposed, and the algorithm is further improved using TFC. A material sentence quality evaluation mechanism is proposed to extract the most useful sentences in writing based on Bi-Attention. Then, the intelligent teaching system is… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.