Information management and big data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings

Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza (Editor), Eduardo Díaz (Editor), Hugo Alatrista-Salas (Editor)

Research output: Book/ReportBookpeer-review

Abstract

The proceedings contain 39 papers. The special focus in this conference is on Information Management and Big Data. The topics include: 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 PM 2.5 Concentration Level in Urban Areas; prediction of Solar Radiation Using Neural Networks Forecasting; COVID-19 Infection Prediction and Classification; 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; symbiotic Trackers’ Ensemble with Trackers’ Re-initialization for Face Tracking; peruvian Citizens Reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach; static Summarization Using Pearson’s 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; classification of Cybercrime Indicators in Open Social Data; StrCoBSP: Relationship Strength-Aware Community-Based Social Profiling; 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; calibrated Viewability Prediction for Premium Inventory Expansion; twitter Early Prediction of Preferences and Tendencies Based in Neighborhood Behavior; distributed Identity Management for Semantic Entities.

Original languageEnglish
Place of PublicationCham
PublisherSpringer
Number of pages554
ISBN (Electronic)978-3-030-76228-5
ISBN (Print)978-3-030-76227-8
DOIs
StatePublished - 2021
EventInternational Conference on Information Management and Big Data - Lima, Peru
Duration: 1 Oct 20203 Oct 2020
Conference number: 7
https://simbig.org/SIMBig2020/

Publication series

NameCommunications in Computer and Information Science
Volume1410 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Keywords

  • Artificial intelligence
  • Computer vision
  • data mining
  • Databases
  • Human-computer interaction
  • Image processing
  • Information extraction
  • Machine learning
  • Natural language processing
  • Network protocols
  • Semantics
  • Social networks
  • Telecommunication networks
  • Telecommunication systems
  • World Wide Web
  • Big data

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  • Analysis of the health network of Metropolitan Lima against large-scale earthquakes

    Nunez-del-Prado, M. & Barrera, J., 21 May 2021, Information management and big data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, proceedings. Lossio-Ventura, J. A., Valverde-Rebaza, J. C., Díaz, E. & Alatrista-Salas, H. (eds.). Cham: Springer, p. 445-459 15 p. (Communications in computer and information science; vol. 1410 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  • Data driven policy making: The Peruvian water resources observatory

    Barnuevo, G., Galarza, E., Herrera, M. P., Lazo Lazo, J. G. & Nunez-del-Prado, M., 12 May 2021, Information management and big data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings. Lossio-Ventura, J. A., Valverde-Rebaza, J. C., Díaz, E. & Alatrista-Salas, H. (eds.). Cham: Springer, p. 419-431 13 p. ( Communications in Computer and Information Science; vol. 1410).

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  • Prediction of solar radiation using neural networks forecasting

    Talavera, Á., Ponce-Jara, M., Velásquez, C. & Tonato Peralta, D., 12 May 2021, Information management and big data: 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings. Lossio-Ventura, J. A., Valverde-Rebaza, J. C., Díaz, E. & Alatrista-Salas, H. (eds.). Cham: Springer, p. 181-194 14 p. (Communications in Computer and Information Science; vol. 1410 CCIS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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