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ORCIDSIMBig 2015: Cusco, Peru
- Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas:
Proceedings of the 2nd Annual International Symposium on Information Management and Big Data - SIMBig 2015, Cusco, Peru, September 2-4, 2015. CEUR Workshop Proceedings 1478, CEUR-WS.org 2015
Overview of SIMBig 2015
- Juan Antonio Lossio-Ventura, Hugo Alatrista-Salas:
Overview of SIMBig 2015: 2nd Annual International Symposium on Information Management and Big Data. 10-12
Keynote Speaker Presentations
- Albert Bifet:
Real-Time Big Data Stream Analytics. 13-14 - Diana Inkpen:
Detecting Locations from Twitter Messages. 15-16 - Pascal Poncelet:
Opinion Mining: Taking into account the Criteria! 17-18 - Mathieu Roche:
How to Deal with Heterogeneous Data? 19-20 - Osmar R. Zaïane:
Rich Data: Risks, Issues, Controversies & Hype. 21-24
Session 1: Text Mining and Social Networks
- Prasadith Buddhitha, Diana Inkpen:
Dependency-based Topic-Oriented Sentiment Analysis in Microposts. 25-34 - Luis Angel Cajachahua Espinoza, Andrea Ruiz Guerrero, Tomás Nieto Agudo:
Specializations for the Peruvian Professional in Statistics: A Text Mining Approach. 35-42 - Hernán Gil Ramírez, Rosa María Guilleumas:
Social Networks of Teachers on Twitter. 43-51 - Vittoria Cozza, Ilaria Guagliardi, Michelangelo Rubino, Raffaele Cozza, Alessandra Martello, Marco Picelli, Eustrat Zhupa:
Esopo: Sensors and Social Pollution Measurements. 52-57
Session 2: Special Track - Web and Text Intelligence
- Brett Drury, Jorge Carlos Valverde-Rebaza, Alneu de Andrade Lopes:
Causation Generalization Through the Identification of Equivalent Nodes in Causal Sparse Graphs Constructed from Text using Node Similarity Strategies. 58-65 - Vitor Hirota Makiyama, M. Jordan Raddick, Rafael D. C. Santos:
Text Mining Applied to SQL Queries: A Case Study for the SDSS SkyServer. 66-72 - Didier Augusto Vega-Oliveros, Lilian Berton:
Spreader Selection by Community to Maximize Information Diffusion in Social Networks. 73-82 - Dennis Salcedo, Alejandro León:
Behavior of Symptoms on Twitter. 83-84
Session 3: Biomedical Informatics
- Zaid Al-Ars, Hamid Mushtaq:
Scalability Potential of BWA DNA Mapping Algorithm on Apache Spark. 85-88 - Mike Donald Tapi-Nzali, Sandra Bringay, Pierre Pompidor, Joël Maïzi, Christian Lavergne, Caroline Mollevi:
Explain Sentiments using Conditional Random Field and a Huge Lexical Network. 89-93
Session 4: Databases
- Rachel V. Mok, Wai Yin Mok, Kit Yee Cheung:
A Security Price Data Cleaning Technique: Reynold's Decomposition Approach. 94-98 - Gissella Bejarano, José Astuvilca, Pedro Vega:
Automation of Process to Load Database from OSM for the Design of Public Routes. 99-105
Session 5: Big Data
- Alonso Raúl Melgarejo Galván, Katerine Rocio Clavo Navarro:
Arquitectura de Big Data para la Predicción de la Portabilidad Numérica en Empresas de Telefonía Móvil. 106-116 - Dhouha Jemal, Rim Faiz:
MapReduce and Relational Database Management Systems: Competing or Completing Paradigms? 117-121 - Elizabeth Veronica Vera Cervantes, Laura Vanessa Cruz Quispe, José Eduardo Ochoa Luna:
Performance of Alternating Least Squares in a Distributed Approach Using GraphLab and MapReduce. 122-128 - Harley Vera Olivera, Maristela Holanda, Valeria Guimarâes, Fernanda Hondo, Wagner Boaventura:
Data Modeling for NoSQL Document-Oriented Databases. 129-135
Session 6: Posters
- Wilder Nina Choquehuayta, René Cruz Muñoz, Juber Serrano Cervantes, Alvaro H. Mamani-Aliaga, Pablo Yanyachi, Yessenia Yari:
Hipi, as Alternative for Satellite Images Processing. 136-137 - Félix Armando Fermín Pérez, Jorge Leoncio Guerra Guerra:
Multi-agent System for Usability Improvement of an University Administrative System. 138-139
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