NDLI: Extending the undergraduate computer science curriculum to include data mining

Content Provider	IEEE Xplore Digital Library
Author	Goharian, N. Grossman, D. Raju, N.
Copyright Year	2004
Description	Author affiliation: Dept. of Comput. Sci., Illinois Inst. of Technol., Chicago, IL, USA (Goharian, N.; Grossman, D.)
Abstract	We describe our progress extending the undergraduate computer science (CS) curriculum to include a deep understanding of data mining (DM). Instead of simply using tools involving DM, students build such a tool and learn the relevant algorithms implemented in these tools. Some novel approaches exist in our work. We include a hands-on lab setting where students use the tool they have built to perform experiments that could ultimately extend the field. Hence, undergraduates leave the course with knowledge of performing research in computer science using a scientific method. Additionally, we have a rigorous set of evaluation criteria developed by our colleagues in the psychology department that will assess how well students learn using our novel approach. We first developed and taught this course in the Spring of 2003. The evaluation results demonstrate a statistically significant improvement in the students' knowledge in this area.
Sponsorship	IEEE Comput. Soc. Task Force on Information Technology for Business Application
Starting Page	251
Ending Page	254
File Size	1324806
Page Count	4
File Format	PDF
ISBN	0769521088
DOI	10.1109/ITCC.2004.1286461
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-04-05
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Data mining Psychology Delta modulation Springs Databases Curriculum development Contracts Information retrieval Laboratories
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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