Information Management and Big Data
Second Annual International Symposium, SIMBig 2015, Cusco, Peru, September 2-4, 2015, and Third Annual International Symposium, SIMBig 2016, Cusco, Peru, September 1-3, 2016, Revised Selected Papers
Editors: Lossio-Ventura, Juan Antonio, Alatrista-Salas, Hugo (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the Second Annual International Symposium on Information Management and Big Data, SIMBig 2015, held in Cusco, Peru, in September 2015, and of the Third Annual International Symposium on Information Management and Big Data, SIMBig 2016, held in Cusco, Peru, in September 2016.
The 11 revised full papers presented were carefully reviewed and selected from 70 submissions. The papers address issues such as Data Science, Big Data, Data Mining, Natural Language Processing, Bio NLP, Text Mining, Information Retrieval, Machine Learning, Semantic Web, Ontologies, Web Mining, Knowledge Representation and Linked Open Data, Social Networks, Social Web and Web Science, Information Visualization, OLAP, Data Warehousing, Business Intelligence, Spatiotemporal Data, Health Care, Agent-based Systems, Reasoning and Logic, Constraints, Satisfiability, and Search.
- Table of contents (11 chapters)
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Sense-Level Semantic Clustering of Hashtags
Pages 1-16
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Automatic Idiom Recognition with Word Embeddings
Pages 17-29
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A Text Mining-Based Framework for Constructing an RDF-Compliant Biodiversity Knowledge Repository
Pages 30-42
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Network Sampling Based on Centrality Measures for Relational Classification
Pages 43-56
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Dictionary-Based Sentiment Analysis Applied to a Specific Domain
Pages 57-68
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Table of contents (11 chapters)
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- Download Table of contents PDF (55.4 KB)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Information Management and Big Data
- Book Subtitle
- Second Annual International Symposium, SIMBig 2015, Cusco, Peru, September 2-4, 2015, and Third Annual International Symposium, SIMBig 2016, Cusco, Peru, September 1-3, 2016, Revised Selected Papers
- Editors
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- Juan Antonio Lossio-Ventura
- Hugo Alatrista-Salas
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 656
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-55209-5
- DOI
- 10.1007/978-3-319-55209-5
- Softcover ISBN
- 978-3-319-55208-8
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XI, 147
- Number of Illustrations
- 46 b/w illustrations
- Topics
