Knowledge Automation (Hardcover)

Foreword ix

Preface xi

Acknowledgments xvii

Chapter 1: The Value of Knowledge 1

The Economics of Knowledge 1

The Knowledgeable Business 7

Notes 14

Chapter 2: Decisions in the Business Process 15

Business Process Modeling 16

Decision Points and Decision Services 17

Redesigning Process Decisions 20

Originations Process Template 33

Approaches to Process Design 36

Notes 39

Chapter 3: Encapsulating Knowledge in Decision Services 41

Business Rules 43

Algorithms 52

Predictive Analytics 56

Putting It All Together 65

Notes 68

Chapter 4: Decision Requirements Analysis 71

Principles 72

Decision Requirements Diagram 73

DRAW 79

Notes 91

Chapter 5: Using DRA in Knowledge Automation Projects 93

DRA in Project Management 94

DRA in Knowledge Discovery 107

DRA in Design 115

DRA in Implementation 124

The Knowledge Production Line 131

Notes 133

Chapter 6: Common Decision Patterns 135

Implementation Types 135

Collaborative Decision-Making 147

Conclusion 155

Glossary 159

Suggested Reading 167

About the Author 171

Index 173