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Business modeling and data ...
Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. Teaches how to discover, construct and refine models that are useful in business situations Teaches how to design, discover and develop the data necessary for mining Provides a practical approach to mining data for all business situations Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools
Monografía
monografia Rebiun25244438 https://catalogo.rebiun.org/rebiun/record/Rebiun25244438 m o d cr cnu---unuuu 070806s2003 ne a ob 001 0 eng d 2002114338 55235603 63116625 646827851 961676326 962619595 966208175 988458657 991917517 1037911873 1038660434 1045497509 1055315353 1081210069 1114371349 1114399861 1153000553 1162219305 9780080500454 electronic bk.) 0080500455 electronic bk.) 155860653X 9781558606531 9781558606531 155860653X 1282284762 9781282284760 9786612284762 6612284765 9781558606531 00991439 OPELS eng pn OPELS OKU N$T EBLCP IDEBK OCLCQ OPELS OCLCQ OCLCO OCLCQ OCLCF OCLCQ NTG WPG E7B B24X7 DEBBG OCLCO YDXCP DEBSZ OCLCO OCLCQ OCLCO OCLCQ COO OCLCO AZK LOA AGLDB COCUF MOR PIFAG LIV OCLCQ U3W STF VNS WRM D6H VTS CEF NRAMU INT VT2 OCLCQ WYU REC OCLCQ LEAUB M8D OCLCQ K6U BOL UKCRE VLY COM 005030 bisacsh COM 004000 bisacsh Pyle, Dorian Business modeling and data mining Dorian Pyle Amsterdam Boston Morgan Kaufmann Publishers ©2003 Amsterdam Boston Amsterdam Boston Morgan Kaufmann Publishers 1 online resource (xxvi, 693 pages) illustrations 1 online resource (xxvi, 693 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier polychrome. rdacc text file rdaft The Morgan Kaufmann Series in Data Management Systems Ser Includes bibliographical references (pages 665-671) and index The world, knowledge, and models -- Translating experience -- Modeling and mining : putting it together -- Framing business models -- Getting the right model -- Getting the model right -- Deploying the model -- Getting started -- What mining tools do -- Getting the initial model : basic practices of data mining -- Improving the model -- Deploying the mined model -- Methodology Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and determine where quantitative techniques of analysis -- such as data mining -- can yield most benefit. It addresses techniques for discovering how to turn colloquial expression and vague descriptions of a business problem first into qualitative models and then into well-defined quantitative models (using data mining) that can then be used to find a solution. The book completes the process by illustrating how these findings from data mining can be turned into strategic or tactical implementations. Teaches how to discover, construct and refine models that are useful in business situations Teaches how to design, discover and develop the data necessary for mining Provides a practical approach to mining data for all business situations Provides a comprehensive, easy-to-use, fully interactive methodology for building models and mining data Provides pointers to supplemental online resources, including a downloadable version of the methodology and software tools English Business- Data processing- Management Data mining Database management Information resources management Management information systems COMPUTERS- Enterprise Applications- Business Intelligence Tools COMPUTERS- Intelligence (AI) & Semantics Business- Data processing- Management Data mining Database management Information resources management Management information systems Electronic books Electronic books Print version Pyle, Dorian. Business modeling and data mining. Amsterdam ; Boston : Morgan Kaufmann Publishers, ©2003 9781558606531 (DLC) 2002114338 (OCoLC)52349252 Morgan Kaufmann Series in Data Management Systems Ser