Inferring Unobservable Learning Variables from Students' Help Seeking Behavior
نویسندگان
چکیده
Student log files can be used to infer students’ attitudes that affect learning. Starting from a correlation analysis that integrates survey-collected student attitudes with student behaviors while using the tutor, we constructed a Bayesian Network that infers students attitudes and perceptions of the system.
منابع مشابه
Inferring unobservable learning variables from studentsâ•Ž help seeking behavior
Results of an evaluation of students’ attitudes and their relationship to student behaviors within a tutoring system are presented. Starting from a correlation analysis that integrates survey-collected student attitudes, learning variables, and behaviors while using the tutor, we constructed a Bayesian Network that infers attitudes and perceptions towards help and the tutoring system.
متن کاملTemporal Data Mining for Educational Applications
Intelligent tutoring systems (ITS) acquire rich data about students’ behavior during learning; data mining techniques can help to describe, interpret and predict student behavior, and to evaluate progress in relation to learning outcomes. We describe applications of data mining to challenges related to finding patterns in student actions at the level of single problems to predictions across ses...
متن کاملHealth Information Seeking Behavior of Graduate Students Linked to Corona Virus at Qom University
Objective: Health information on diseases could help prevent the spread and the treatment and is the most vital needs of people in daily life. One health issue that has plagued the world in recent years is the corona virus. Therefore, the main purpose of this study was to investigate the health information behavior of graduate students at Qom University. Methodology: Applied descriptive survey...
متن کاملImproving students’ help-seeking skills using metacognitive feedback in an intelligent tutoring system
The present research investigated whether immediate metacognitive feedback on students’ help-seeking errors can help students acquire better help-seeking skills. The Help Tutor, an intelligent tutor agent for help seeking, was integrated into a commercial tutoring system for geometry, the Geometry Cognitive Tutor. Study 1, with 58 students, found that the real-time assessment of students’ help-...
متن کاملThe Comparison of human judgment, help- seeking and social acceptability in students with and without dyslexia
The present study was conducted to the comparison of human judgment, help-seeking and social acceptability in students with and without in dyslexia. The research method was a causal comparison of post-event type. The statistical population of the study consisted of all students with particular reading disabilities in the primary school of Rasht in the first half of the academic year 2017-2018. ...
متن کامل