Knowledge Discovery Process and Methods to Enhance Organizational Performance

Knowledge Discovery Process and Methods to Enhance Organizational Performance

2015-03-16 | ISBN: 1482212366, 1138894257 | True PDF | 404 Pages | 29.45 MB

Although the terms "data mining" and "knowledge discovery and data mining" (KDDM) are sometimes used interchangeably, data mining is actually just one step in the KDDM process. Data mining is the process of extracting useful information from data, while KDDM is the coordinated process of understanding the business and mining the data in order to identify previously unknown patterns.
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.


[Fast Download] Knowledge Discovery Process and Methods to Enhance Organizational Performance

Ebooks related to "Knowledge Discovery Process and Methods to Enhance Organizational Performance" :
LPIC-2: Linux Professional Institute Certification Study Guide : Exam 201 and Exam 202, 2nd Edition
The Data Science Design Manual
Essentials of Programming in Mathematica
Service Level Management in Cloud Computing: Pareto-Efficient Negotiations, Reliable Monitoring, and
Economics of Grids, Clouds, Systems, and Services
Mal Lee, Arthur Winzenried - The Use of Instructional Technology in Schools: Lessons to Be Learned
Advances in Automatic Differentiation
Sams Teach Yourself Google Voice in 10 Minutes
Instant Drools Starter
Management of Information, Process and Cooperation: Third International Workshop, MiPAC 2016, Hangzh
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.