Overview
- Contains revised selected papers from DEXA 2015
- Focuses on turning big data into big value
- Topics covered range from efficient graph processing to self-tuning histograms for the Semantic Web
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9940)
Part of the book sub series: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS)
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Table of contents (6 chapters)
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Front Matter
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Back Matter
Keywords
- big data
- data mining
- ontology matching
- parallel processing
- Semantic Web
- divide-and-conquer
- GPU
- knowledge rules
- learning mixture models
- machine learning
- markov logic
- multistore
- nonuniform memory access
- oblivious database tuning
- parallelism
- parallelization
- probabilistic inference
- regularized cost-model
- reinforcement learning
- self-tuning histograms
About this book
This, the 28th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of six papers presented at the 26th International Conference on Database- and Expert-Systems Applications, DEXA 2015, held in Valencia, Spain, in September 2015. Topics covered include efficient graph processing, machine learning on big data, multistore big data integration, ontology matching, and the optimization of histograms for the Semantic Web.
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVIII
Book Subtitle: Special Issue on Database- and Expert-Systems Applications
Editors: Abdelkader Hameurlain, Josef Küng, Roland Wagner, Qimin Chen
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-53455-7
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2016
Softcover ISBN: 978-3-662-53454-0Published: 19 September 2016
eBook ISBN: 978-3-662-53455-7Published: 09 September 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 157
Number of Illustrations: 43 b/w illustrations
Topics: Database Management, Data Mining and Knowledge Discovery, Artificial Intelligence, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Algorithm Analysis and Problem Complexity