
Knowledge Discovery Process and Methods to Enhance Organizational Performance
Description
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Knowledge Discovery Process and Methods to Enhance Organizational Performance explains the knowledge discovery and data mining (KDDM) process in a manner that makes it easy for readers to implement. Sharing the insights of international KDDM experts, it details powerful strategies, models, and techniques for managing the full cycle of knowledge discovery projects. The book supplies a process-centric view of how to implement successful data mining projects through the use of the KDDM process. It discusses the implications of data mining including security, privacy, ethical and legal considerations.
Provides an introduction to KDDM, including the various models adopted in academia and industry
Details critical success factors for KDDM projects as well as the impact of poor quality data or inaccessibility to data on KDDM projects
Proposes the use of hybrid approaches that couple data mining with other analytic techniques (e.g., data envelopment analysis, cluster analysis, and neural networks) to derive greater value and utility
Demonstrates the applicability of the KDDM process beyond analytics
Shares experiences of implementing and applying various stages of the KDDM process in organizations
The book includes case study examples of KDDM applications in business and government. After reading this book, you will understand the critical success factors required to develop robust data mining objectives that are in alignment with your organization's strategic business objectives.
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Persons
His research areas include data mining, decision support systems, knowledge management, IS security, e-Commerce, information technology for development, database management, IS outsourcing, and multicriteria decision making.
Corlane Barclay is a business consultant and a full-time lecturer at the University of Technology, Jamaica, since 2009, where she has designed and successfully implemented the first and only wholly owned graduate program in information systems management, with five specializations, of the School of Computing and Information Technology in 2011. She also served as a coordinator for this program between 2011 and 2012. She is a certified project manager, with a PMP certification, with over 10 years of industry and government experience. She also holds a doctorate degree in information systems and an MS degree in information systems and bachelor's degree in management and accounting and law from the University of the West Indies, Mona campus. She is currently in the final year at the Norman Manley Law School, Mona, Kingston, Jamaica, completing the certificate of legal educat
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