Data Quality: The Accuracy Dimension > 데이터마이닝

Foreword
Preface
Pt. I Understanding Data Accuracy 1
Ch. 1 The Data Quality Problem 3
Ch. 2 Definition of Accurate Data 24
Ch. 3 Sources of Inaccurate Data 43
Pt. II Implementing a Data Quality Assurance Program 65
Ch. 4 Data Quality Assurance 67
Ch. 5 Data Quality Issues Management 80
Ch. 6 The Business Case for Accurate Data 103
Pt. III Data Profiling Technology 119
Ch. 7 Data Profiling Overview 121
Ch. 8 Column Property Analysis 143
Ch. 9 Structure Analysis 173
Ch. 10 Simple Data Rule Analysis 215
Ch. 11 Complex Data Rule Analysis 237
Ch. 12 Value Rule Analysis 246
Ch. 13 Summary 255
App. A Examples of Column Properties, Data Structure, Data Rules, and Value Rules 260
App. B Content of a Data Profiling Repository 272
References 279
Index 283
About the Author 294