Business modeling and data mining:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Morgan Kaufmann Publishers
©2003
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references (pages 665-671) and index 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 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 |
| Beschreibung: | 1 Online-Ressource (xxvi, 693 pages) |
| ISBN: | 9780080500454 0080500455 9781558606531 155860653X |
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| discipline | Informatik |
| format | Electronic eBook |
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| spelling | Pyle, Dorian Verfasser aut Business modeling and data mining Dorian Pyle Amsterdam Morgan Kaufmann Publishers ©2003 1 Online-Ressource (xxvi, 693 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (pages 665-671) and index 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 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 / Data processing / Management. Data mining. Database management. Information resources management. Management information systems COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Business / Data processing / Management fast Data mining fast Database management fast Information resources management fast Management information systems fast Datenverarbeitung Wirtschaft Business Data processing Management Data mining Database management Information resources management Management information systems Informationsmanagement (DE-588)4114012-6 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf Datenmanagement (DE-588)4213132-7 gnd rswk-swf Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Marketing (DE-588)4037589-4 gnd rswk-swf Kundengruppenmanagement (DE-588)4197319-7 gnd rswk-swf Data Mining (DE-588)4428654-5 s Managementinformationssystem (DE-588)4074518-1 s Datenmanagement (DE-588)4213132-7 s Informationsmanagement (DE-588)4114012-6 s 1\p DE-604 Betriebliches Informationssystem (DE-588)4069386-7 s Datenverarbeitung (DE-588)4011152-0 s 2\p DE-604 Kundengruppenmanagement (DE-588)4197319-7 s Marketing (DE-588)4037589-4 s 3\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=249306 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Pyle, Dorian Business modeling and data mining Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Business / Data processing / Management fast Data mining fast Database management fast Information resources management fast Management information systems fast Datenverarbeitung Wirtschaft Business Data processing Management Data mining Database management Information resources management Management information systems Informationsmanagement (DE-588)4114012-6 gnd Data Mining (DE-588)4428654-5 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Datenmanagement (DE-588)4213132-7 gnd Managementinformationssystem (DE-588)4074518-1 gnd Datenverarbeitung (DE-588)4011152-0 gnd Marketing (DE-588)4037589-4 gnd Kundengruppenmanagement (DE-588)4197319-7 gnd |
| subject_GND | (DE-588)4114012-6 (DE-588)4428654-5 (DE-588)4069386-7 (DE-588)4213132-7 (DE-588)4074518-1 (DE-588)4011152-0 (DE-588)4037589-4 (DE-588)4197319-7 |
| title | Business modeling and data mining |
| title_auth | Business modeling and data mining |
| title_exact_search | Business modeling and data mining |
| title_full | Business modeling and data mining Dorian Pyle |
| title_fullStr | Business modeling and data mining Dorian Pyle |
| title_full_unstemmed | Business modeling and data mining Dorian Pyle |
| title_short | Business modeling and data mining |
| title_sort | business modeling and data mining |
| topic | Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Business / Data processing / Management fast Data mining fast Database management fast Information resources management fast Management information systems fast Datenverarbeitung Wirtschaft Business Data processing Management Data mining Database management Information resources management Management information systems Informationsmanagement (DE-588)4114012-6 gnd Data Mining (DE-588)4428654-5 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Datenmanagement (DE-588)4213132-7 gnd Managementinformationssystem (DE-588)4074518-1 gnd Datenverarbeitung (DE-588)4011152-0 gnd Marketing (DE-588)4037589-4 gnd Kundengruppenmanagement (DE-588)4197319-7 gnd |
| topic_facet | 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 Datenverarbeitung Wirtschaft Business Data processing Management Informationsmanagement Data Mining Betriebliches Informationssystem Datenmanagement Managementinformationssystem Marketing Kundengruppenmanagement |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=249306 |
| work_keys_str_mv | AT pyledorian businessmodelinganddatamining |