Implementing AutoML in Educational Data Mining for Prediction Tasks
نویسندگان
چکیده
منابع مشابه
Educational Data Mining & Students’ Performance Prediction
It is important to study and analyse educational data especially students’ performance. Educational Data Mining (EDM) is the field of study concerned with mining educational data to find out interesting patterns and knowledge in educational organizations. This study is equally concerned with this subject, specifically, the students’ performance. This study explores multiple factors theoreticall...
متن کاملEducational Data Mining / Learning Analytics: Methods, Tasks and Current Trends
The 1 international conference on “Educational Data Mining” (EDM) took place in Montreal in 2008 while the 1 international conference on “Learning Analytics and Knowledge” (LAK) took place in Banff in 2011. Since then the fields have grown and established themselves with an annual international conference, a journal and an association each, and gradually increase their overlapping. This paper b...
متن کاملA CHAID Based Performance Prediction Model in Educational Data Mining
The performance in higher secondary school education in India is a turning point in the academic lives of all students. As this academic performance is influenced by many factors, it is essential to develop predictive data mining model for students’ performance so as to identify the slow learners and study the influence of the dominant factors on their academic performance. In the present inves...
متن کاملPerform Three Data Mining Tasks with Crowdsourcing Process
For data mining studies, because of the complexity of doing feature selection process in tasks by hand, we need to send some of labeling to the workers with crowdsourcing activities. The process of outsourcing data mining tasks to users is often handled by software systems without enough knowledge of the age or geography of the users' residence. Uncertainty about the performance of virtual user...
متن کاملClassifiers for educational data mining
The idea of classification is to place an object into one class or category, based on its other characteristics. In education, teachers and instructors are all the time classifying their students for their knowledge, motivation, and behaviour. Assessing exam answers is also a classification task, where a mark is determined according to certain evaluation criteria. Automatic classification is an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Applied Sciences
سال: 2019
ISSN: 2076-3417
DOI: 10.3390/app10010090