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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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Juan Antonio Lossio-Ventura

    1. College of Medicine, University of Florida, Gainesville, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Hugo Alatrista-Salas

    1. Faculty of Engineering, Universidad del Pacífico, Jesús María, Lima, Peru

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 656)

Included in the following conference series:

Conference proceedings info: SIMBig 2015. SIMBig 2016.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-XI
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  2. Sense-Level Semantic Clustering of Hashtags

    • Ali Javed, Byung Suk Lee
    Pages 1-16

  3. Automatic Idiom Recognition with Word Embeddings

    • Jing Peng, Anna Feldman
    Pages 17-29

  4. A Text Mining-Based Framework for Constructing an RDF-Compliant Biodiversity Knowledge Repository

    • Riza Batista-Navarro, Chrysoula Zerva, Nhung T. H. Nguyen, Sophia Ananiadou
    Pages 30-42

  5. Network Sampling Based on Centrality Measures for Relational Classification

    • Lilian Berton, Didier A. Vega-Oliveros, Jorge Valverde-Rebaza, Andre Tavares da Silva, Alneu de Andrade Lopes
    Pages 43-56

  6. Dictionary-Based Sentiment Analysis Applied to a Specific Domain

    • Laura Cruz, José Ochoa, Mathieu Roche, Pascal Poncelet
    Pages 57-68

  7. A Clustering Optimization Approach for Disaster Relief Delivery: A Case Study in Lima-Perú

    • Jorge Vargas-Florez, Rosario Medina-Rodríguez, Rafael Alva-Cabrera
    Pages 69-80

  8. An Approach to Evaluate Class Assignment Semantic Redundancy on Linked Datasets

    • Leandro Mendoza, Alicia Díaz
    Pages 81-94

  9. Topic-Based Sentiment Analysis

    • Prasadith Buddhitha, Diana Inkpen
    Pages 95-107

  10. A Security Price Data Cleaning Technique: Reynold’s Decomposition Approach

    • Rachel V. Mok, Wai Yin Mok, Kit Yee Cheung
    Pages 108-119

  11. Big Data Architecture for Predicting Churn Risk in Mobile Phone Companies

    • Alonso Raul Melgarejo Galvan, Katerine Rocio Clavo Navarro
    Pages 120-132

  12. Social Networks of Teachers in Twitter

    • Hernán Gil Ramírez, Rosa María Guilleumas García
    Pages 133-145

  13. Back Matter

    Pages 147-147
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  1. Information Management and Big Data

Keywords

About this book

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.

Editors and Affiliations

  • College of Medicine, University of Florida, Gainesville, USA

    Juan Antonio Lossio-Ventura

  • Faculty of Engineering, Universidad del Pacífico, Jesús María, Lima, Peru

    Hugo Alatrista-Salas

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: Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-319-55209-5

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Softcover ISBN: 978-3-319-55208-8Published: 09 March 2017

  • eBook ISBN: 978-3-319-55209-5Published: 06 March 2017

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XI, 147

  • Number of Illustrations: 46 b/w illustrations

  • Topics: Information Systems and Communication Service, Big Data

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