Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10440)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): DaWaK: International Conference on Big Data Analytics and Knowledge Discovery
Conference proceedings info: DaWaK 2017.
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Table of contents (35 papers)
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Front Matter
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New Generation Data Warehouses Design
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Front Matter
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Cloud and NoSQL Databases
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Front Matter
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Non-functional Requirements Satisfaction
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Front Matter
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Machine Learning
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Front Matter
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About this book
The 24 revised full papers and 11 short papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in the following topical sections: new generation data warehouses design; cloud and NoSQL databases; advanced programming paradigms; non-functional requirements satisfaction; machine learning; social media and twitter analysis; sentiment analysis and user influence; knowledge discovery; and data flow management and optimization.
Keywords
- data mining
- databases
- cloud computing
- artificial intelligence
- social networks
- map-reduce
- semantics
- learning systems
- world wide web
- distributed computer systems
- machine learning
- big data
- classification
- cluster analysis
- computational linguistics
- ontology
- distributed environments
- clustering algorithms
- Support Vector Machines (SVM)
- data security
Editors and Affiliations
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LIAS/ISAE-ENSMA, Chasseneuil, France
Ladjel Bellatreche
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University of Texas at Arlington, Arlington, USA
Sharma Chakravarthy
Bibliographic Information
Book Title: Big Data Analytics and Knowledge Discovery
Book Subtitle: 19th International Conference, DaWaK 2017, Lyon, France, August 28–31, 2017, Proceedings
Editors: Ladjel Bellatreche, Sharma Chakravarthy
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-64283-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-64282-6Published: 03 August 2017
eBook ISBN: 978-3-319-64283-3Published: 11 August 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIV, 488
Number of Illustrations: 137 b/w illustrations
Topics: Database Management, Data Mining and Knowledge Discovery, Information Systems Applications (incl. Internet), Computer Systems Organization and Communication Networks, Artificial Intelligence, Computer Appl. in Social and Behavioral Sciences