Business modeling and data mining:
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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam Boston
Morgan Kaufmann Publishers
© 2003
|
| Schriftenreihe: | Morgan Kaufmann Series in Data Management Systems Ser
|
| Schlagworte: | |
| Online-Zugang: | FLA01 Volltext |
| Zusammenfassung: | 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 |
| Beschreibung: | Includes bibliographical references (pages 665-671) and index |
| Beschreibung: | 1 online resource (xxvi, 693 pages) illustrations |
| ISBN: | 9780080500454 0080500455 155860653X 9781558606531 |
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Datensatz im Suchindex
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| any_adam_object | |
| author | Pyle, Dorian |
| author_facet | Pyle, Dorian |
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| building | Verbundindex |
| bvnumber | BV046124337 |
| classification_rvk | QP 600 ST 530 |
| collection | ZDB-33-ESD |
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | DE-604.BV046124337 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:35:49Z |
| institution | BVB |
| isbn | 9780080500454 0080500455 155860653X 9781558606531 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031504791 |
| oclc_num | 162595849 |
| open_access_boolean | |
| physical | 1 online resource (xxvi, 693 pages) illustrations |
| psigel | ZDB-33-ESD ZDB-33-ESD FLA_PDA_ESD |
| publishDate | 2003 |
| publishDateSearch | 2003 |
| publishDateSort | 2003 |
| publisher | Morgan Kaufmann Publishers |
| record_format | marc |
| series2 | Morgan Kaufmann Series in Data Management Systems Ser |
| spelling | Pyle, Dorian Verfasser aut Business modeling and data mining Dorian Pyle Amsterdam Boston Morgan Kaufmann Publishers © 2003 1 online resource (xxvi, 693 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Morgan Kaufmann Series in Data Management Systems Ser 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 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 Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems Business Data processing Management Data mining Database management Information resources management Management information systems Managementinformationssystem (DE-588)4074518-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Datenmanagement (DE-588)4213132-7 gnd rswk-swf Kundengruppenmanagement (DE-588)4197319-7 gnd rswk-swf Informationsmanagement (DE-588)4114012-6 gnd rswk-swf Marketing (DE-588)4037589-4 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 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 Erscheint auch als Druck-Ausgabe 155860653X Erscheint auch als Druck-Ausgabe 9781558606531 http://www.sciencedirect.com/science/book/9781558606531 Verlag URL des Erstveröffentlichers 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 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 Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems Business Data processing Management Data mining Database management Information resources management Management information systems Managementinformationssystem (DE-588)4074518-1 gnd Data Mining (DE-588)4428654-5 gnd Datenmanagement (DE-588)4213132-7 gnd Kundengruppenmanagement (DE-588)4197319-7 gnd Informationsmanagement (DE-588)4114012-6 gnd Marketing (DE-588)4037589-4 gnd Datenverarbeitung (DE-588)4011152-0 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd |
| subject_GND | (DE-588)4074518-1 (DE-588)4428654-5 (DE-588)4213132-7 (DE-588)4197319-7 (DE-588)4114012-6 (DE-588)4037589-4 (DE-588)4011152-0 (DE-588)4069386-7 |
| 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 | 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 Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems Business Data processing Management Data mining Database management Information resources management Management information systems Managementinformationssystem (DE-588)4074518-1 gnd Data Mining (DE-588)4428654-5 gnd Datenmanagement (DE-588)4213132-7 gnd Kundengruppenmanagement (DE-588)4197319-7 gnd Informationsmanagement (DE-588)4114012-6 gnd Marketing (DE-588)4037589-4 gnd Datenverarbeitung (DE-588)4011152-0 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd |
| topic_facet | COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Business / Data processing / Management Data mining Database management Information resources management Management information systems Business / Data processing / Management. Data mining. Database management. Information resources management. Management information systems Business Data processing Management Managementinformationssystem Data Mining Datenmanagement Kundengruppenmanagement Informationsmanagement Marketing Datenverarbeitung Betriebliches Informationssystem |
| url | http://www.sciencedirect.com/science/book/9781558606531 |
| work_keys_str_mv | AT pyledorian businessmodelinganddatamining |