Coded Dataset of a Literature Review on Learning Sequence Analysis

Coded dataset of a literature review on the use of sequential analysis in learning analytics and educational data mining research. The analysis was performed on 74 publications from 2010 to 2023, obtained from queries on SCOPUS and Web of Science. The literature review contains detailed information about the search terms, inclusion rules, and coding categories (to be published in late March during the LAK24 conference, pre-print available upon request).<br>The worksheet named 'ArticlesByCategoty' contains the data that coded from the articles, and then used in the analysis and interpretation of the literature review. The 'QueryResults' worksheet contains the articles that resulted from the database queries.本编码数据集源自一篇综述研究，该综述聚焦学习分析（learning analytics）与教育数据挖掘（educational data mining）领域内序列分析的应用。本次综述共纳入2010年至2023年间的74篇文献，文献检索范围覆盖SCOPUS与Web of Science两大数据库。该综述包含检索词、纳入标准以及编码分类的详细说明，全文将于2024年学习分析与知识国际会议（LAK24）3月下旬正式发表，如有需求可申请获取预印本。 工作表"ArticlesByCategoty"收录了从文献中编码得到的数据集，该数据集用于本次综述的分析与阐释工作。"QueryResults"工作表则收录了通过数据库检索得到的全部文献。