Title :
Application Study on Data Mining of Computer-Based Test System
Author_Institution :
Inf. Center, Zhejiang Univ., Hangzhou, China
Abstract :
With the aim to further improve the intelligentization and the function of Computer-based test, this paper makes the recommendations to collect and track diversified data in the process of examinations, and to systematically analyze and process these data. The paper highlights the approaches of data acquisition, collection points and variable definition. This paper lays emphasis on the design and processing methods of constructing an intelligentized Computer-based test. In addition, this paper provides the application cases of data mining in the Computer-based test. A new feasibility report has been made for invigilation, and collected data are overall analyzed to offer an alternative solution which shall boost the whole performance of computer-based test system.
Keywords :
data acquisition; data mining; educational administrative data processing; collection points; computer-based test system; data acquisition; data mining; variable definition; Artificial intelligence; Data acquisition; Data mining; Education; Maintenance engineering; Monitoring; Time frequency analysis;
Conference_Titel :
Circuits, Communications and System (PACCS), 2011 Third Pacific-Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4577-0855-8
DOI :
10.1109/PACCS.2011.5990124