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Business modeling and data mining [[electronic resource] /] / Dorian Pyle
| Business modeling and data mining [[electronic resource] /] / Dorian Pyle |
| Autore | Pyle Dorian |
| Pubbl/distr/stampa | Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 |
| Descrizione fisica | 1 online resource (721 p.) |
| Disciplina | 006.3 |
| Collana | The Morgan Kaufmann Series in Data Management Systems |
| Soggetto topico |
Business - Data processing - Management
Data mining Database management Information resources management Management information systems |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-28476-2
9786612284762 0-08-050045-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Business Modeling and Data Mining; Copyright Page; Contents; Preface; Part I: A Map of the Territory; Chapter 1. The World, Knowledge, and Models; 1.1 The Nature of the World; 1.2 Systems; 1.3 The Structure of Knowledge; 1.4 Changing Knowledge Structures; 1.5 Summary; Supplemental Material; Chapter 2. Translating Experience; 2.1 Mining and Ideas; 2.2 Systems of the World; 2.3 Strategies and Tactics; 2.4 Summary; Chapter 3. Modeling and Mining: Putting It Together; 3.1 Problems; 3.2 Data about the World; 3.3 Hypotheses: Explaining Data; 3.4 Making Decisions; 3.5 Deciding
3.6 SummaryPart II: Business Modeling; Chapter 4. What Is a Model?; 4.1 Introduction to Data, Information, and Knowledge; 4.2 An Observer's Guide to Models; 4.3 Modeling as an Activity; 4.4 Summary; Chapter 5. Framing Business Models; 5.1 Setting a Frame; 5.2 Objectives: Getting your Bearings; 5.3 Problems and Decisions; 5.4 Modeling Situations: Connecting the Decision to a Worldview; 5.5 Options: Assessing the Possible; 5.6 Expectations: Assessing the Future; 5.7 Final Alignment; 5.8 Mapping the Problem Frame; 5.9 Summary; 5.10 Explanation of the Decision Map; 5.11 Risk Calculations Chapter 6. Getting the Right Model6.1 Interactive Exploration of the Territory; 6.2 Modeling the Business Situation Using Metaphors; 6.3 Exploration Tools; 6.4 The Business Case; 6.5 The Reality: ""What Can You Do with My Data?""; 6.6 Summary; Chapter 7. Getting the Model Right; 7.1 Finding Data to Mine; 7.2 Using Data; 7.3 Summary; Chapter 8. Deploying the Model; 8.1 Modifying Business Processes; 8.2 Motivation for Success; 8.3 Impad of Model Types; 8.4 Summary; Part III: Data Mining; Chapter 9. Getting Started; 9.1 Looking at Data; 9.2 First Steps in Preparation: The Assay 9.3 Basic Feature Extraction9.4 Surveying Data; 9.5 Summary; Chapter 10. What Mining Tools Do; 10.1 Data Mining Algorithms; 10.2 Tools and Toolsets; 10.3 Summary; Chapter 11. Getting the Initial Model: Basic Practices of Data Mining; 11.1 Preparing to Stay Honest; 11.2 Addressing the Data; 11.3 Modeling to Understand; 11.4 Modeling to Classify; 11.5 Modeling to Predict; 11.6 Summary; Supplemental Material; Chapter 12. Improving the Mined Model; 12.1 Learning from Errors; 12.2 Improving Model Quality, Solving Problems; 12.3 Summary; Chapter 13. Deploying the Mined Model 13.1 Deploying Explanatory Models13.2 Novelty, and Keeping the Model Working; 13.3 Deployed Model Form; 13.4 Summary; Part IV: Methodology; Chapter 14. Methodology; 14.1 Structure of the Methodologies; 14.2 Using the Methodology; 14.3 Caveats!; MII Modeling Methodology; MIII Mining Methodology; Resources; Index |
| Record Nr. | UNINA-9910456340203321 |
Pyle Dorian
|
||
| Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Business modeling and data mining [[electronic resource] /] / Dorian Pyle
| Business modeling and data mining [[electronic resource] /] / Dorian Pyle |
| Autore | Pyle Dorian |
| Pubbl/distr/stampa | Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 |
| Descrizione fisica | 1 online resource (721 p.) |
| Disciplina | 006.3 |
| Collana | The Morgan Kaufmann Series in Data Management Systems |
| Soggetto topico |
Business - Data processing - Management
Data mining Database management Information resources management Management information systems |
| ISBN |
1-282-28476-2
9786612284762 0-08-050045-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Business Modeling and Data Mining; Copyright Page; Contents; Preface; Part I: A Map of the Territory; Chapter 1. The World, Knowledge, and Models; 1.1 The Nature of the World; 1.2 Systems; 1.3 The Structure of Knowledge; 1.4 Changing Knowledge Structures; 1.5 Summary; Supplemental Material; Chapter 2. Translating Experience; 2.1 Mining and Ideas; 2.2 Systems of the World; 2.3 Strategies and Tactics; 2.4 Summary; Chapter 3. Modeling and Mining: Putting It Together; 3.1 Problems; 3.2 Data about the World; 3.3 Hypotheses: Explaining Data; 3.4 Making Decisions; 3.5 Deciding
3.6 SummaryPart II: Business Modeling; Chapter 4. What Is a Model?; 4.1 Introduction to Data, Information, and Knowledge; 4.2 An Observer's Guide to Models; 4.3 Modeling as an Activity; 4.4 Summary; Chapter 5. Framing Business Models; 5.1 Setting a Frame; 5.2 Objectives: Getting your Bearings; 5.3 Problems and Decisions; 5.4 Modeling Situations: Connecting the Decision to a Worldview; 5.5 Options: Assessing the Possible; 5.6 Expectations: Assessing the Future; 5.7 Final Alignment; 5.8 Mapping the Problem Frame; 5.9 Summary; 5.10 Explanation of the Decision Map; 5.11 Risk Calculations Chapter 6. Getting the Right Model6.1 Interactive Exploration of the Territory; 6.2 Modeling the Business Situation Using Metaphors; 6.3 Exploration Tools; 6.4 The Business Case; 6.5 The Reality: ""What Can You Do with My Data?""; 6.6 Summary; Chapter 7. Getting the Model Right; 7.1 Finding Data to Mine; 7.2 Using Data; 7.3 Summary; Chapter 8. Deploying the Model; 8.1 Modifying Business Processes; 8.2 Motivation for Success; 8.3 Impad of Model Types; 8.4 Summary; Part III: Data Mining; Chapter 9. Getting Started; 9.1 Looking at Data; 9.2 First Steps in Preparation: The Assay 9.3 Basic Feature Extraction9.4 Surveying Data; 9.5 Summary; Chapter 10. What Mining Tools Do; 10.1 Data Mining Algorithms; 10.2 Tools and Toolsets; 10.3 Summary; Chapter 11. Getting the Initial Model: Basic Practices of Data Mining; 11.1 Preparing to Stay Honest; 11.2 Addressing the Data; 11.3 Modeling to Understand; 11.4 Modeling to Classify; 11.5 Modeling to Predict; 11.6 Summary; Supplemental Material; Chapter 12. Improving the Mined Model; 12.1 Learning from Errors; 12.2 Improving Model Quality, Solving Problems; 12.3 Summary; Chapter 13. Deploying the Mined Model 13.1 Deploying Explanatory Models13.2 Novelty, and Keeping the Model Working; 13.3 Deployed Model Form; 13.4 Summary; Part IV: Methodology; Chapter 14. Methodology; 14.1 Structure of the Methodologies; 14.2 Using the Methodology; 14.3 Caveats!; MII Modeling Methodology; MIII Mining Methodology; Resources; Index |
| Record Nr. | UNINA-9910780272703321 |
|
Pyle Dorian
|
||
| Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Business modeling and data mining / / Dorian Pyle
| Business modeling and data mining / / Dorian Pyle |
| Autore | Pyle Dorian |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 |
| Descrizione fisica | 1 online resource (721 p.) |
| Disciplina | 006.3 |
| Collana | The Morgan Kaufmann Series in Data Management Systems |
| Soggetto topico |
Business - Data processing - Management
Data mining Database management Information resources management Management information systems |
| ISBN |
1-282-28476-2
9786612284762 0-08-050045-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front Cover; Business Modeling and Data Mining; Copyright Page; Contents; Preface; Part I: A Map of the Territory; Chapter 1. The World, Knowledge, and Models; 1.1 The Nature of the World; 1.2 Systems; 1.3 The Structure of Knowledge; 1.4 Changing Knowledge Structures; 1.5 Summary; Supplemental Material; Chapter 2. Translating Experience; 2.1 Mining and Ideas; 2.2 Systems of the World; 2.3 Strategies and Tactics; 2.4 Summary; Chapter 3. Modeling and Mining: Putting It Together; 3.1 Problems; 3.2 Data about the World; 3.3 Hypotheses: Explaining Data; 3.4 Making Decisions; 3.5 Deciding
3.6 SummaryPart II: Business Modeling; Chapter 4. What Is a Model?; 4.1 Introduction to Data, Information, and Knowledge; 4.2 An Observer's Guide to Models; 4.3 Modeling as an Activity; 4.4 Summary; Chapter 5. Framing Business Models; 5.1 Setting a Frame; 5.2 Objectives: Getting your Bearings; 5.3 Problems and Decisions; 5.4 Modeling Situations: Connecting the Decision to a Worldview; 5.5 Options: Assessing the Possible; 5.6 Expectations: Assessing the Future; 5.7 Final Alignment; 5.8 Mapping the Problem Frame; 5.9 Summary; 5.10 Explanation of the Decision Map; 5.11 Risk Calculations Chapter 6. Getting the Right Model6.1 Interactive Exploration of the Territory; 6.2 Modeling the Business Situation Using Metaphors; 6.3 Exploration Tools; 6.4 The Business Case; 6.5 The Reality: ""What Can You Do with My Data?""; 6.6 Summary; Chapter 7. Getting the Model Right; 7.1 Finding Data to Mine; 7.2 Using Data; 7.3 Summary; Chapter 8. Deploying the Model; 8.1 Modifying Business Processes; 8.2 Motivation for Success; 8.3 Impad of Model Types; 8.4 Summary; Part III: Data Mining; Chapter 9. Getting Started; 9.1 Looking at Data; 9.2 First Steps in Preparation: The Assay 9.3 Basic Feature Extraction9.4 Surveying Data; 9.5 Summary; Chapter 10. What Mining Tools Do; 10.1 Data Mining Algorithms; 10.2 Tools and Toolsets; 10.3 Summary; Chapter 11. Getting the Initial Model: Basic Practices of Data Mining; 11.1 Preparing to Stay Honest; 11.2 Addressing the Data; 11.3 Modeling to Understand; 11.4 Modeling to Classify; 11.5 Modeling to Predict; 11.6 Summary; Supplemental Material; Chapter 12. Improving the Mined Model; 12.1 Learning from Errors; 12.2 Improving Model Quality, Solving Problems; 12.3 Summary; Chapter 13. Deploying the Mined Model 13.1 Deploying Explanatory Models13.2 Novelty, and Keeping the Model Working; 13.3 Deployed Model Form; 13.4 Summary; Part IV: Methodology; Chapter 14. Methodology; 14.1 Structure of the Methodologies; 14.2 Using the Methodology; 14.3 Caveats!; MII Modeling Methodology; MIII Mining Methodology; Resources; Index |
| Record Nr. | UNINA-9910827471503321 |
|
Pyle Dorian
|
||
| Amsterdam ; ; Boston, : Morgan Kaufmann Publishers, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||