DocumentCode
2818784
Title
Teaching undergraduates data mining in engineering programs
Author
Banks, Debra L. ; Dong, Guozhu ; Liu, Huan ; Mandvikar, Amit
Author_Institution
Arizona State Univ., Tempe, AZ, USA
fYear
2004
fDate
20-23 Oct. 2004
Abstract
The teaching undergraduates data mining in engineering programs project was supported by the National Science Foundation. The project was jointly executed between universities. The project objectives were to: (1) develop an undergraduate data mining course that could be taught in semester or quarter systems and within institutions of varying demographics, (2) establish vehicles and approaches to increase student retention in such a course, and (3) identify data mining skills essential to problem solving. This paper reports on the results of our research effort regarding teaching engineering undergraduates data mining techniques in two different university environments in 2003.
Keywords
computer science education; data mining; educational courses; problem solving; teaching; National Science Foundation; data mining course; engineering programs; innovative curriculum; problem solving; undergraduate curriculum; undergraduate teaching; Automotive engineering; Computer science; Data engineering; Data mining; Demography; Education; Instruments; Probability; Problem-solving; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers in Education, 2004. FIE 2004. 34th Annual
ISSN
0190-5848
Print_ISBN
0-7803-8552-7
Type
conf
DOI
10.1109/FIE.2004.1408648
Filename
1408648
Link To Document