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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
- 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.
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