Title :
Proposing Data Warehouse and Data Mining in Teaching Management Research
Author_Institution :
Inf. Eng. Coll., Central Univ. for Nat., Beijing, China
Abstract :
Higher education in the new 21st century, require faculty and staff in a college or a university to update the educational thinking, to absorb the advanced educational concepts, and to make full use of modern information technologies for management. This article presented a new situation of science research, teaching, as well as management, through research and practice on creating a data warehouse based on `escalation and repeat´ theme, data analysis modeling based on neural network, and predicting and analyzing the students who are going to give up a course with application of Rough Set theory. It is finally pointed out the significance for the application research of data warehouse as well as data mining in the higher educational field in nowadays.
Keywords :
computer aided instruction; data analysis; data mining; data warehouses; educational courses; educational institutions; further education; management education; neural nets; teaching; college faculty; data analysis modeling; data mining; data warehouse; higher education; information technology; management education; university staff; Approximation methods; Data analysis; Data mining; Data models; Data warehouses; Educational institutions; analysis modeling; data analysis; data mining; data warehouse; teaching management; theme-based warehouse;
Conference_Titel :
Information Technology and Applications (IFITA), 2010 International Forum on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-7621-3
Electronic_ISBN :
978-1-4244-7622-0
DOI :
10.1109/IFITA.2010.286
