基于眼动特征和机器学习预测中文阅读能力

IF 2 2区教育学 Q2 EDUCATION & EDUCATIONAL RESEARCH

Reading and Writing Pub Date : 2024-06-12 DOI:10.1007/s11145-024-10563-2

Weiqing Shi, Xin Jiang

引用次数: 0

摘要

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Predicting Chinese reading proficiency based on eye movement features and machine learning

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来源期刊

Reading and Writing Multiple-

CiteScore

5.20

自引率

16.00%

发文量

期刊介绍： Reading and writing skills are fundamental to literacy. Consequently, the processes involved in reading and writing and the failure to acquire these skills, as well as the loss of once well-developed reading and writing abilities have been the targets of intense research activity involving professionals from a variety of disciplines, such as neuropsychology, cognitive psychology, psycholinguistics and education. The findings that have emanated from this research are most often written up in a lingua that is specific to the particular discipline involved, and are published in specialized journals. This generally leaves the expert in one area almost totally unaware of what may be taking place in any area other than their own. Reading and Writing cuts through this fog of jargon, breaking down the artificial boundaries between disciplines. The journal focuses on the interaction among various fields, such as linguistics, information processing, neuropsychology, cognitive psychology, speech and hearing science and education. Reading and Writing publishes high-quality, scientific articles pertaining to the processes, acquisition, and loss of reading and writing skills. The journal fully represents the necessarily interdisciplinary nature of research in the field, focusing on the interaction among various disciplines, such as linguistics, information processing, neuropsychology, cognitive psychology, speech and hearing science and education. Coverage in Reading and Writing includes models of reading, writing and spelling at all age levels; orthography and its relation to reading and writing; computer literacy; cross-cultural studies; and developmental and acquired disorders of reading and writing. It publishes research articles, critical reviews, theoretical papers, and case studies. Reading and Writing is one of the most highly cited journals in Education, Educational Research, and Educational Psychology.