Abstract This article introduces a recognition learning system based on a poetry database and text pattern function. The system aims to help students better understand and remember poetry and improve the efficiency of Chinese language learning. The system’s core components include a poetry database, text pattern recognition, and personalized learning modules. The poetry database contains a wealth of poetry works, providing... This article introduces a recognition learning system based on a poetry database and text pattern function. The system aims to help students better understand and remember poetry and improve the efficiency of Chinese language learning. The system’s core components include a poetry database, text pattern recognition, and personalized learning modules. The poetry database contains a wealth of poetry works, providing students with rich learning resources. The text pattern recognition module can automatically recognize patterns in poetry, such as rhyme and contrast, to help students understand the structural characteristics of poetry. The personalized learning module provides suggestions and exercises based on students’ learning progress and abilities to achieve precise teaching. Read More Read Less

Abstract The paper proposes the method for text skew detection based on log-polar transformation and crosscorrelation. The text image is transformed into log-polar domain as well as the control ellipse. Theirs cross-correlation established the cost function. The extraction of the cost function maximum represents the text skew value in the region. The method is characterized by the accuracy and computational time... The paper proposes the method for text skew detection based on log-polar transformation and crosscorrelation. The text image is transformed into log-polar domain as well as the control ellipse. Theirs cross-correlation established the cost function. The extraction of the cost function maximum represents the text skew value in the region. The method is characterized by the accuracy and computational time inexpensiveness. Read More Read Less

Abstract This article studies the improvement of students’ thinking transformation through English translation based on SPSS statistics. By comparing the experimental and control groups’ results, it was found that students who received SPSS statistical training showed significant improvement in English translation ability and thinking transformation. Two groups of students were selected, with the experimental group receiving SPSS statistical training and the... This article studies the improvement of students’ thinking transformation through English translation based on SPSS statistics. By comparing the experimental and control groups’ results, it was found that students who received SPSS statistical training showed significant improvement in English translation ability and thinking transformation. Two groups of students were selected, with the experimental group receiving SPSS statistical training and the control group not receiving training. Both groups conducted English translation exercises and collected relevant data. The experimental group showed significant improvement in English translation ability and also showed significant improvement in thinking transformation. The control group showed some improvement in English translation ability, but it was less significant than the experimental group. SPSS statistical training has a positive effect on improving students’ English translation ability and thinking transformation. Introducing SPSS statistical training in actual teaching is recommended to improve students’ comprehensive quality and thinking ability. Read More Read Less