| Vol-1478 urn:nbn:de:0074-1478-5 Copyright © 2015 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# SIMBig 2015
Information Management and Big Data

### Proceedings of the 2nd Annual International Symposium on Information Management and Big Data - SIMBig 2015

### Cusco, Peru, September 2-4, 2015.

Edited by

### Juan Antonio Lossio-Ventura *
Hugo Alatrista-Salas **

* University of Montpellier, LIRMM, Place Eugène Bataillon, Montpellier, France
** Pontificia Universidad Católica del Perú, GRPIAA, Lima, Peru

## Table of Contents

- Organizing Commitee
- Program Committee
- List of Contributions

### Overview of SIMBig 2015

- Overview of SIMBig 2015: 2nd Annual International Symposium on Information Management and Big Data 10-12
  Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas

### Keynote Speaker Presentations

- Real-Time Big Data Stream Analytics 13-14
  Albert Bifet
- Detecting Locations from Twitter Messages 15-16
  Diana Inkpen
- Opinion Mining: Taking into account the Criteria! 17-18
  Pascal Poncelet
- How to Deal with Heterogeneous Data? 19-20
  Mathieu Roche
- Rich Data: Risks, Issues, Controversies & Hype 21-24
  Osmar R. Zaïane

### Session 1: Text Mining and Social Networks

- Dependency-based Topic-Oriented Sentiment Analysis in Microposts 25-34
  Prasadith Buddhitha, Diana Inkpen
- Specializations for the Peruvian Professional in Statistics: A Text Mining Approach 35-42
  Luis Angel Cajachahua Espinoza, Andrea Ruiz Guerrero, Tomás Nieto Agudo
- Social Networks of Teachers on Twitter 43-51
  Hernán Gil Ramírez, Rosa María Guilleumas
- Esopo: Sensors and Social Pollution Measurements 52-57
  Vittoria Cozza, Ilaria Guagliardi, Michelangelo Rubino, Raffaele Cozza, Alessandra Martello, Marco Picelli, Eustrat Zhupa

### Session 2: Special Track - Web and Text Intelligence

- Causation Generalization Through the Identification of Equivalent Nodes in Causal Sparse Graphs Constructed from Text using Node Similarity Strategies 58-65
  Brett Drury, Jorge Valverde-Rebaza, Alneu de Andrade Lopes
- Text Mining Applied to SQL Queries: A Case Study for the SDSS SkyServer 66-72
  Vitor Hirota Makiyama, M. Jordan Raddick, Rafael Santos
- Spreader Selection by Community to Maximize Information Diffusion in Social Networks 73-82
  Didier Vega-Oliveros, Lilian Berton
- Behavior of Symptoms on Twitter 83-84
  Dennis Salcedo, Alejandro León

### Session 3: Biomedical Informatics

- Scalability Potential of BWA DNA Mapping Algorithm on Apache Spark 85-88
  Zaid Alars, Hamid Mushtaq
- Explain Sentiments using Conditional Random Field and a Huge Lexical Network 89-93
  Mike Donald Tapi-Nzali, Sandra Bringay, Pierre Pompidor, Joël Maïzi, Christian Lavergne, Caroline Mollevi

### Session 4: Databases

- A Security Price Data Cleaning Technique: Reynold's Decomposition Approach 94-98
  Rachel Mok, Wai Mok, Kit Cheung
- Automation of Process to Load Database from OSM for the Design of Public Routes 99-105
  Gissella Bejarano, José Astuvilca, Pedro Vega

### Session 5: Big Data

- Arquitectura de Big Data para la Predicción de la Portabilidad Numérica en Empresas de Telefonía Móvil 106-116
  Alonso Raúl Melgarejo Galván, Katerine Rocio Clavo Navarro
- MapReduce and Relational Database Management Systems: Competing or Completing Paradigms? 117-121
  Dhouha Jemal, Rim Faiz
- Performance of Alternating Least Squares in a Distributed Approach Using GraphLab and MapReduce 122-128
  Laura Cruz, Elizabeth Veronica Vera Cervantes, José Eduardo Ochoa Luna
- Data Modeling for NoSQL Document-Oriented Databases 129-135
  Harley Vera Olivera, Maristela Holanda, Valeria Guimarâes, Fernanda Hondo, Wagner Boaventura

### Session 6: Posters

- Hipi, as Alternative for Satellite Images Processing 136-137
  Wilder Nina Choquehuayta, René Cruz Muñoz, Juber Serrano Cervantes, Alvaro Mamani Aliaga, Pablo Yanyachi, Yessenia Yari
- Multi-agent System for Usability Improvement of an University Administrative System 138-139
  Felix Armando Fermin Perez, Jorge Leoncio Guerra Guerra

### Full Proceedings

- Proceedings in one file (140 pages, 6.4MB PDF)

2015-10-14: submitted by Juan Antonio Lossio-Ventura, metadata incl. bibliographic data published under Creative Commons CC0
2015-10-14: published on CEUR-WS.org |valid HTML5|