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Title: Emerging perspectives in big data warehousing
Other creators: Taniar David; Rahayu Johanna Wenny
Organization: IGI Global,
Collection: Электронные книги зарубежных издательств; Общая коллекция
Subjects: Data warehousing.; Data mining.; Big data.; COMPUTERS / General; EBSCO eBooks
Document type: Other
File type: PDF
Language: English
Rights: Доступ по паролю из сети Интернет (чтение, печать, копирование)
Record key: on1104127923

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"This book disseminates the latest research findings in the areas of data management and analyzation. It also focuses on the integration between the fields of data warehousing and data mining"--.

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Table of Contents

  • Title Page
  • Copyright Page
  • Book Series
  • Table of Contents
  • Detailed Table of Contents
  • Preface
  • Chapter 1: A Two-Tiered Segmentation Approach for Transaction Data Warehousing
  • Chapter 2: Real-Time Big Data Warehousing
  • Chapter 3: Deductive Data Warehouses
  • Chapter 4: A Trajectory Ontology Design Pattern for Semantic Trajectory Data Warehouses
  • Chapter 5: Personalized Spatio-Temporal OLAP Queries Suggestion Based on User Behavior and a New Similarity Measure
  • Chapter 6: Building OLAP Cubes From Columnar NoSQL Data Warehouses
  • Chapter 7: Commercial and Open Source Business Intelligence Platforms for Big Data Warehousing
  • Chapter 8: Index Structures for Data Warehousing and Big Data Analytics
  • Chapter 9: Multidimensional Analysis of Big Data
  • Chapter 10: Development of ETL Processes Using the Domain-Specific Modeling Approach
  • Chapter 11: Introduction of Item Constraints to Discover Characteristic Sequential Patterns
  • Compilation of References
  • Related References
  • About the Contributors
  • Index

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