{"product_id":"knowledge-discovery-process-and-methods-to-enhance-organizational-performance-hardback","title":"Knowledge Discovery Process and Methods to Enhance Organizational Performance - Hardback","description":"\u003cp\u003eAlthough 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eKnowledge Discovery Process and Methods to Enhance Organizational Performance \u003c\/b\u003eexplains 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.\u003c\/p\u003e\u003cul\u003e \u003cli\u003eProvides an introduction to KDDM, including the various models adopted in academia and industry\u003c\/li\u003e \u003cli\u003eDetails critical success factors for KDDM projects as well as the impact of poor quality data or inaccessibility to data on KDDM projects\u003c\/li\u003e \u003cli\u003eProposes 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\u003c\/li\u003e \u003cli\u003eDemonstrates the applicability of the KDDM process beyond analytics\u003c\/li\u003e \u003cli\u003eShares experiences of implementing and applying various stages of the KDDM process in organizations\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe 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.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45599701926126,"sku":"9781482212365","price":168.0,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9781482212365.jpg?v=1721456530","url":"https:\/\/bookland.com.au\/products\/knowledge-discovery-process-and-methods-to-enhance-organizational-performance-hardback","provider":"Book Land AU","version":"1.0","type":"link"}