NDLI: Integration and knowledge reuse environment for producing award winning solutions for binary decision data mining problems

Content Provider	IEEE Xplore Digital Library
Author	Cunha, R.C.L.V. Adeodato, P.J.L. Meira, S.R.L.
Copyright Year	2009
Description	Author affiliation: Federal University of Pernambuco (UFPE-CIn), NeuroTech Ltda, Brazil (Adeodato, P.J.L.) \|\| Federal University of Pernambuco (UFPE-CIn), 50732-970 Recife-PE Brazil (Cunha, R.C.L.V.; Meira, S.R.L.)
Abstract	This paper has two main objectives. One is presenting a hybrid framework for KDD project development where all tools for KDD project development are integrated. The other is providing an integrated environment for knowledge reuse, for preventing recurrence of known errors, based on previous experience. Different from purely algorithmic papers, this one focuses on performance metrics used for managerial activities such as the time taken for solution development, the amount of files not automatically managed and others, while preserving equivalent performance on the technical solution. This framework has been validated with metadata collected from previous projects developed and deployed for real world applications by the development team members, including public data mining competitions. The case study carried out in actual contracted projects have shown that this framework assesses the risk of failure for new projects, controls and documents all the KDD project development process and helps understanding the conditions that lead KDD projects to success.
Starting Page	376
Ending Page	381
File Size	106901
Page Count	6
File Format	PDF
ISBN	9781424441143
DOI	10.1109/IRI.2009.5211582
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-10
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Awards KDD project development framework Knowledge reuse in KDD KDD integrated platform
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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