Is there a gender difference in interacting with intelligent tutoring system? Can Bayesian Knowledge Tracing and Learning Curve Analysis Models answer this question?

Computers in Human Behavior(2016)

引用 7|浏览14
暂无评分
摘要
Multiple studies have been conducted on Project LISTEN, an intelligent tutoring system (ITS) used to analyze educational learning through case analysis of students' interactions with ITS. Studies have defined the phenomenon by exploring 'what happens when/if' questions and analyzing these in the context of the specified phenomenon occurrence. While ITS often focus on student decisions regarding when and how to use the system's resources, we suggest further analysis and monitoring are needed to get the best results from these systems. In this study, we argue that boys interact differently with ITS than girls. This finding is evident in results from both the Bayesian Knowledge Tracing and Learning Curve Analysis models. Project LISTEN's reading tutor.Intelligent Tutoring Systems (ITS).Bayesian Knowledge Tracing and Learning Curve Analysis Models.Session Browser is an educational data mining tool that can offer various instructions for researchers.Response times to model student disengagement.
更多
查看译文
关键词
Intelligent tutoring systems,Bayesian knowledge tracing,Learning curve analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要