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NewsIn response to evolving business needs, the CRISP-DM methodology is to be updated. Learn more about this, or sign up to participate in the CRISP-DM Update, here. Members of the original consortium will be actively involved, but the initiative needs your involvement, too! Only with a broad-based effort will the updating of CRISP-DM techniques and processes meet the needs of all organizations involved in data mining today. The following is a list of CRISP-DM use by practitioners, educators and data mining industry players. The list is not comprehensive. If you have other CRISP-DM use you would like to contribute, or you suggested additions to this list, please let us know. Mention of CRISP-DM in publications and conferences: CRISP-DM garnered 51% of the vote as KDnuggets data miners chose the methodology they use
for data mining. See: http://www.kdnuggets.com/polls/methodology.htm Journal of Data Warehousing article: "The CRISP-DM Model: The New Blueprint for Data Mining" by Colin Shearer, Fall 2000. KDD2002 tutorial on a generic data mining effort to be presented by Monte Hancock. Also see the book "Data Mining Explained" by Monte Hancock and Rhonda Delmater, (Digital Press, 2001). Mention of CRISP-DM As a generic outline for a data mining project in a tutorial on Privacy, Security, and Data Mining to be given at ECML/PKDD 2002: http://ecmlpkdd.cs.helsinki.fi/clifton.html by Chistopher Clifton, Purdue University. CRISP-DM and the data mining process in general are discussed in Two Crows Corporation's "Introduction to Data Mining and Knowledge Discovery, Third Edition" 1999. Information on obtaining the booklet is available on the Two Crows web site. CRISP-DM consortium member DaimlerChysler participated in the KDD-2000 KDD Process Standards Panel. Information on this page includes a panel chair presentation, panel chair position statement and a CRISP-DM position statement (same as the overiew page on this web site). The Conference prodeedings are available for purchase on this KDD-2000 site. The Rudjer Boskovic Institute hosts a page called the "Data Mining Server" or DMS. Portions of this content are taken from CRISP-DM. See especially: http://dms.irb.hr/tutorial/dm_proces.php. Article on CRISP-DM by Gregory Piatetsky-Shapiro, KDnuggets editor, written in 1999. Although an older article, it provides an interesting perspective on the SIG contribution to CRISP. Vivek, a quarterly publication on artificial intelligence has published a description of CRISP-DM. Rasch Measurement Transaction (RMT) is a quarterly publication of the Rasch Measurement SIG of the American Educational Research Organization, a "confluence of those on the quest for sound quantitative understanding of qualitative data." The Fall 2001 issue contains an article on CRISP-DM. Introductory presentation on Data Mining and CRISP-DM by Laura Squier, SPSS. "Mining Medical Data for Predictive and Sequential patterns"--a presentationat PKDD 2001 by Susan Jensen, SPSS UK Ltd, follows the CRISP-DM methodology. Mention of CRISP-DM in DMReview article "Data Mining Strategies" by Jack Noonan, CEO of SPSS. Chris Clifton and Bhavani Thuraisingham, "Emerging Standards for Data Mining" (requires login), Computer Standards and Interfaces 23 (3), Elsevier Science, Amsterdam, July 2001. Also see the book "Data Mining Explained" by Monte Hancock and Rhonda Delmater, (Digital Press, 2001), for a brief discussion of data mining process standards, including CRISP-DM. In Japanese only: A book with a title something like "Data Mining that predicts individual customers' behavior", published by The Nikkan Kogyo Shimbun in 2001, has significant portions of CRISP-DM translated. The following is the Amazon.co.jp page for this book http://www.amazon.co.jp/exec/obidos/ASIN/4526047368/250-7333872-9093022 See also the "Handbook of Data Mining and Knowledge Discovery", which is planned to be published. Chapter 1 is basically an overview of the CRISP-DM model. See http://www.oup-usa.org/toc/tc_0195118316.html. Speech at the German Machine Learning Association. See http://ki.cs.tu-berlin.de/~fgml98/Programm.html Speech at the German Data Analysis and
Classification Association. See http://www.uni-regensburg.de/Fakultaeten/WiWi/hruschka/AGProg.htm.
(Presentation by consortium member Thomas Reinhartz on behalf of
Reza Nakhaeizadeh.) Information about data mining projects which used
CRISP-DM: Case study: "Making Data Mining Operational: Using Predictive Models to Drive Web Traffic" by David Pihlens, Publicis Dataworks. Academic use of CRISP-DM: CRISP-DM is used in the data mining course taught by Monte Hancock at Rollins College (Winter Park, Florida). Discussion of data mining process in a Purdue University course on security issues in data mining. See: http://www.cs.purdue.edu/homes/clifton/cs590m/ In particular, look at week 3, lecture 6 slides. Press Releases
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