Knowledge discovery process and methods to enhance organizational performance

This book explains the knowledge discovery and data mining (KDDM) process in a manner that makes it easy for readers to implement. It details powerful strategies, models, and techniques for managing the full cycle of knowledge discovery projects. It supplies a process-centric view of how to implemen...

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Bibliographic Details
Other Authors: Osei-Bryson, Kweku-Muata (Editor), Barclay, Corlane (Editor)
Format: eBook
Language:English
Published: Boca Raton, FL CRC Press 2015
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
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245 0 0 |a Knowledge discovery process and methods to enhance organizational performance  |c edited by Kweku-Muata Osei-Bryson, Corlane Barclay 
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300 |a xviii, 375 pages 
505 0 |a Section 1. Foundations -- section 2. KDDM techniques -- section 3. KDDM and organizational performance -- section 4. Applications of KDDM -- section 5. Data mining algorithms 
505 0 |a Includes bibliographical references 
653 |a Data mining / fast 
653 |a Bases de données / Interrogation 
653 |a Querying (Computer science) / fast 
653 |a Bases de données / Gestion 
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653 |a Data mining / http://id.loc.gov/authorities/subjects/sh97002073 
653 |a Exploration de données (Informatique) 
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520 |a This book explains the knowledge discovery and data mining (KDDM) process in a manner that makes it easy for readers to implement. It details powerful strategies, models, and techniques for managing the full cycle of knowledge discovery projects. It supplies a process-centric view of how to implement successful data mining projects through the use of the KDDM process and discusses the implications of data mining including security, privacy, ethical and legal considerations. This resource includes case study examples of KDDM in businesses and governments; details key requirements for developing robust data mining objectives that are aligned with strategic business objectives; outlines critical success factors for KDDM projects as well as the impact of poor quality data or inaccessibility to data on KDDM projects. --