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Information Management and Big Data

7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Juan Antonio Lossio-Ventura

    1. Stanford University, Stanford, USA

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  2. Jorge Carlos Valverde-Rebaza

    1. Visibilia, São Paulo, Brazil

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  3. Eduardo Díaz

    1. University of Valencia, Valencia, Spain

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  4. Hugo Alatrista-Salas

    1. Universidad del Pacífico, Lima, Peru

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1410)

Included in the following conference series:

Conference proceedings info: SIMBig 2020.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Natural Language Processing and Text Mining

    1. Front Matter

      Pages 1-1
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    2. Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish

      • Enrique Burga-Gutierrez, Bryam Vasquez-Chauca, Willy Ugarte
      Pages 3-17

    3. Peruvian Citizens Reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach

      • Rosmery Ramos-Sandoval
      Pages 18-28

    4. Twitter Early Prediction of Preferences and Tendencies Based in Neighborhood Behavior

      • Emanuel Meriles, Martín Ariel Domínguez, Pablo Gabriel Celayes
      Pages 29-44

    5. Summarization of Twitter Events with Deep Neural Network Pre-trained Models

      • Kunal Chakma, Amitava Das, Swapan Debbarma
      Pages 45-62

    6. Multi-strategic Approach for Author Name Disambiguation in Bibliography Repositories

      • Natan de Souza Rodrigues, Aurelio Ribeiro Costa, Lucas Correa Lemos, Célia Ghedini Ralha
      Pages 63-76

    7. Machine Learning Techniques for Speech Emotion Classification

      • Noe Melo Locumber, Junior Fabian
      Pages 77-89

    8. An Evaluation of Physiological Public Datasets for Emotion Recognition Systems

      • Alexis Mendoza, Alvaro Cuno, Nelly Condori-Fernandez, Wilber Ramos Lovón
      Pages 90-104

  3. Machine Learning

    1. Front Matter

      Pages 105-105
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    2. YTTREX: Crowdsourced Analysis of YouTube’s Recommender System During COVID-19 Pandemic

      • Leonardo Sanna, Salvatore Romano, Giulia Corona, Claudio Agosti
      Pages 107-121

    3. Parallel Social Spider Optimization Algorithms with Island Model for the Clustering Problem

      • Edwin Alvarez-Mamani, Lauro Enciso-Rodas, Mauricio Ayala-Rincón, José L. Soncco-Álvarez
      Pages 122-138

    4. Two-Class Fuzzy Clustering Ensemble Approach Based on a Constraint on Fuzzy Memberships

      • Omid Aligholipour, Mehmet Kuntalp
      Pages 139-153

    5. Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets

      • Daniel Chapi, Soledad Espezua, Julio Villavicencio, Oscar Miranda, Edwin Villanueva
      Pages 154-168

    6. Comparative Study of Spatial Prediction Models for Estimating PM\(_{2.5}\) Concentration Level in Urban Areas

      • Irvin Rosendo Vargas-Campos, Edwin Villanueva
      Pages 169-180

    7. Prediction of Solar Radiation Using Neural Networks Forecasting

      • Ponce-Jara Marcos, Alvaro Talavera, Carlos Velásquez, David Tonato Peralta
      Pages 181-194

    8. COVID-19 Infection Prediction and Classification

      • Souad Taleb Zouggar, Abdelkader Adla
      Pages 195-208

  4. Image Processing

    1. Front Matter

      Pages 209-209
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    2. Towards a Benchmark for Sedimentary Facies Classification: Applied to the Netherlands F3 Block

      • Maykol J. Campos Trinidad, Smith W. Arauco Canchumuni, Marco Aurelio Cavalcanti Pacheco
      Pages 211-222

    3. Mobile Application for Movement Recognition in the Rehabilitation of the Anterior Cruciate Ligament of the Knee

      • Iam Contreras-Alcázar, Kreyh Contreras-Alcázar, Victor Cornejo-Aparicio
      Pages 223-235
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About this book

This book constitutes the refereed proceedings of the 7th International Conference on Information Management and Big Data, SIMBig 2020, held in Lima, Peru, in October 2020.*

The 32 revised full papers and 7 revised short papers presented were carefully reviewed and selected from 122 submissions. The papers address topics such as natural language processing and text mining; machine learning; image processing; social networks; data-driven software engineering; graph mining; and Semantic Web, repositories, and visualization.

*The conference was held virtually.

Editors and Affiliations

  • Stanford University, Stanford, USA

    Juan Antonio Lossio-Ventura

  • Visibilia, São Paulo, Brazil

    Jorge Carlos Valverde-Rebaza

  • University of Valencia, Valencia, Spain

    Eduardo Díaz

  • Universidad del Pacífico, Lima, Peru

    Hugo Alatrista-Salas

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