Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9642)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): DASFAA: International Conference on Database Systems for Advanced Applications
Conference proceedings info: DASFAA 2016.
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Table of contents (33 papers)
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Front Matter
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Data Mining and Machine Learning
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Front Matter
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Other Volumes
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Database Systems for Advanced Applications
About this book
This two volume set LNCS 9642 and LNCS 9643 constitutes the refereed proceedings of the 21st International Conference on Database Systems for Advanced Applications, DASFAA 2016, held in Dallas, TX, USA, in April 2016.
The 61 full papers presented were carefully reviewed and selected from a total of 183 submissions. The papers cover the following topics: crowdsourcing, data quality, entity identification, data mining and machine learning, recommendation, semantics computing and knowledge base, textual data, social networks, complex queries, similarity computing, graph databases, and miscellaneous, advanced applications.
Keywords
- Big data
- Data mining and knowledge discovery
- Database management
- Evolutionary machine learning
- Information storage and retrieval
- Bayesian network
- Benchmarking
- Classification
- Computer engineering
- Crowdsourcing
- Data quality
- Deep learning
- Entity semantic similarity
- Information systems applications
- Location-based social networks
- Query processing
- Recommender systems
- Semantics of natural language
- Social event
- Supervised learning
Editors and Affiliations
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Georgia Institute of Technology, Atlanta, USA
Shamkant B. Navathe
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University of Texas at Dallas, Richardson, USA
Weili Wu
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University of Minnesota, Minneapolis, USA
Shashi Shekhar
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Renmin University, Beijing, China
Xiaoyong Du
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Fudan University, Shanghai, China
X. Sean Wang
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Rutgers, The State University of New Jer, New Brunswick, USA
Hui Xiong
Bibliographic Information
Book Title: Database Systems for Advanced Applications
Book Subtitle: 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I
Editors: Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-32025-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-32024-3Published: 25 March 2016
eBook ISBN: 978-3-319-32025-0Published: 24 March 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 551
Number of Illustrations: 163 b/w illustrations
Topics: Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Computer Engineering