Predicting the Reader’s English Level From Reading Fixation Patterns Using the Siamese Convolutional Neural Network

• Main Authors: Kai Fan (Author), Jianmei Cao (Author), Ziheng Meng (Author), Jiaxin Zhu (Author), He Ma (Author), Anna Ching Mei Ng (Author), Tit Ng (Author), Wei Qian (Author), Shouliang Qi (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Among numerous functions performed by the human eye, reading is a common task that best reflects an individual’s understanding and cognitive patterns. Previous studies showed that text comprehension may be determined by comprehension monitoring, a metacognitive process that evaluates and...