Information Management and Big Data : 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1-3, 2020, Proceedings / edited by Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas.

Format:

• Book

Contributor:

• Lossio-Ventura, Juan Antonio, Editor.
• Valverde-Rebaza, Jorge Carlos., Editor.
• Díaz, Eduardo, Editor.
• Alatrista-Salas, Hugo, Editor.
• SpringerLink (Online service)

Series:

• Computer Science (SpringerNature-11645)
• Communications in computer and information science 1865-0937 ; 1410
• Communications in Computer and Information Science, 1865-0937 ; 1410

Language:

English

Subjects (All):

• Computer networks.
• Artificial intelligence.
• Social sciences-Data processing.
• Computer vision.
• Computer Communication Networks.
• Artificial Intelligence.
• Computer Application in Social and Behavioral Sciences.
• Computer Vision.

Local Subjects:

• Computer Communication Networks.
• Artificial Intelligence.
• Computer Application in Social and Behavioral Sciences.
• Computer Vision.

Physical Description:

1 online resource (XX, 554 pages) : 215 illustrations, 175 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

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.

Contents:

• Natural Language Processing and Text Mining
• Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish
• Peruvian citizens reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach
• Twitter Early Prediction of preferences and tendencies based in neighborhood behavior
• Summarization of Twitter Events with Deep Neural Network Pre-trained Models
• Multi-strategic Approach for Author Name Disambiguation in Bibliography Repositories
• Machine Learning techniques for speech emotion classification
• An evaluation of physiological public datasets for emotion recognition systems
• Machine Learning
• YTTREX: crowdsourced analysis of YouTube's recommender system during COVID-19 pandemic
• Parallel Social Spider Optimization Algorithms with Island Model for the Clustering Problem
• Two-Class Fuzzy Clustering Ensemble Approach Based on A Constraint on Fuzzy Memberships
• Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets
• Comparative study of spatial prediction models for estimating PM2:5 concentration level in urban areas
• Prediction of Solar Radiation using Neural Networks Forecasting
• COVID-19 Infection Prediction and Classification
• Image Processing
• Towards a benchmark for sedimentary facies classification: Applied to the Netherlands F3 Block
• Mobile application for movement recognition in the rehabilitation of the anterior cruciate ligament of the knee
• Semantic Segmentation using Convolutional Neural Networks for Volume Estimation of Native Potatoes at High Speed
• Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking
• Multi-class Vehicle Detection and Automatic License Plate Recognition based on YOLO in Latin American Context
• Static Summarization using Pearsons Coefficient and Transfer Learning for Anomaly detection for Surveillance Videos
• Humpback Whale's Flukes Segmentation Algorithms
• Improving Context-Aware Music Recommender Systems with a Dual Recurrent Neural Network
• Social Networks
• Classification of Cybercrime Indicators in Open Social Data
• StrCoBSP: relationship Strength-aware Community-based Social Pro ling
• Identifying Differentiating Factors for Cyberbullying in Vine and Instagram
• Effect of Social Algorithms on Media Source Publishers in Social
• Media Ecosystems
• The Identification of Framing Language in Business Leaders' Speech From the Mass Media
• Clustering Analysis of Website Usage on Twitter during the COVID-19 Pandemic
• Data-driven Software Engineering
• Calibrated Viewability Prediction for Premium Inventory Expansion
• Data Driven Policy Making: The Peruvian Water Resources Observatory
• Graph Mining
• Use of complex networks to differentiate elderly and young people
• Analysis of the Health Network of Metropolitan Lima against Large-scale Earthquakes
• Quasiquadratic time algorithms for square and pentagon counting in real-world networks
• Identifying COVID-19 Impact on Peruvian Mental Health during Lockdown using Social Network
• Diagnosis of SARS-CoV-2 based on patient symptoms and fuzzy classifiers
• Semantic Web, Repositories, and Visualization
• Distributed Identity Management for Semantic Entities
• Telegram: Data Collection, Opportunities and Challenges
• Graph theory applied to International Code of Diseases (ICD) in a hospital
• CovidStream: Interactive Visualization of Emotions Evolution Associated with Covid-19.

Other Format:

Printed edition:

ISBN:

• 978-3-030-76228-5
• 9783030762285

Access Restriction:

Restricted for use by site license.