Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8646)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: DaWaK 2014.
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About this book
This book constitutes the refereed proceedings of the 16th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2014 held in Munich, Germany, September 2014, in conjunction with DEXA 2014. The 34 revised full papers and 8 short papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on modeling and ETL; ontology-based data warehouses; advanced data warehouses and OLAP; uncertainty; preferences and recommendation; query performance and HPC; cube & OLAP; optimization; classification; social networks and recommendation systems; knowledge data discovery; industrial applications; mining and processing data stream; mining and similarity.
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Keywords
- MapReduce
- data integration
- data management systems
- data mining
- data streams
- database query processing
- distributed computing
- extract, transform, and load
- information integration
- information retrieval
- information systems
- knowledge discovery
- machine learning
- multidimensional analysis of text documents
- ontologies
- parallel computing
- uncertainty
Table of contents (42 papers)
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Front Matter
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Cube and OLAP
Other volumes
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Data Warehousing and Knowledge Discovery
Editors and Affiliations
Bibliographic Information
Book Title: Data Warehousing and Knowledge Discovery
Book Subtitle: 16th International Conference, DaWaK 2014, Munich, Germany, September 2-4, 2014. Proceedings
Editors: Ladjel Bellatreche, Mukesh K. Mohania
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-10160-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2014
Softcover ISBN: 978-3-319-10159-0Published: 05 August 2014
eBook ISBN: 978-3-319-10160-6Published: 20 August 2014
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVIII, 490
Number of Illustrations: 189 b/w illustrations
Topics: Database Management, Data Mining and Knowledge Discovery, Computer Science, general, Computer Appl. in Administrative Data Processing, Information Storage and Retrieval