Book Volume 31 2018

A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years

Editors:

ISBN: 978-3-319-61892-0 (Print) 978-3-319-61893-7 (Online)

Table of contents (29 chapters)

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  1. Front Matter

    Pages i-ix

  2. Big Data

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-25

      The Visual Side of the Data

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      Chapter

      Pages 27-41

      Digital Libraries: From Digital Resources to Challenges in Scientific Data Sharing and Re-Use

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      Chapter

      Pages 43-59

      From Data Integration to Big Data Integration

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      Chapter

      Pages 61-76

      Matching Techniques for Data Integration and Exploration: From Databases to Big Data

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      Chapter

      Pages 77-91

      25 \(+\) Years of Query Processing - From a Single, Stored Data Set to Big Data (and Beyond)

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      Chapter

      Pages 93-107

      From Star Schemas to Big Data: 20 \(+\) Years of Data Warehouse Research

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      Pages 109-124

      A Short Account of Techniques for Assisting Users in Mastering Big Data

  3. Incomplete/Inconsistent Data and Uncertain Reasoning

    1. Front Matter

      Pages 125-125

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      Chapter

      Pages 127-141

      Multimedia, Similarity, and Preferences: Adding Flexibility to Your Information Needs

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      Chapter

      Pages 143-167

      Dealing with Inconsistency in Databases: An Overview

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      Chapter

      Pages 169-185

      First-Order Ontology Mediated Database Querying via Query Reformulation

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      Chapter

      Pages 187-202

      Using Ontologies for Semantic Data Integration

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      Chapter

      Pages 203-217

      Schema Mappings: From Data Translation to Data Cleaning

  4. Data Modeling and Querying

    1. Front Matter

      Pages 219-219

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      Chapter

      Pages 221-234

      Data Modeling Across the Evolution of Database Technology

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      Chapter

      Pages 235-251

      Modeling, Modeling, Modeling: From Web to Enterprise to Crowd to Social

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      Chapter

      Pages 253-267

      Structural Decomposition Methods: Key Notions and Database Applications

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      Chapter

      Pages 269-284

      Multimedia Data Modeling and Management

  5. Knowledge Discovery and Data Mining

    1. Front Matter

      Pages 285-285

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      Chapter

      Pages 287-306

      How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science

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      Chapter

      Pages 307-322

      A Tour from Regularities to Exceptions

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      Chapter

      Pages 323-339

      Relational Data Mining in the Era of Big Data

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      Chapter

      Pages 341-351

      Data Mining in Databases: Languages and Indices

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