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Emerging Technologies for Developing Countries

5th EAI International Conference, AFRICATEK 2022, Bloemfontein, South Africa, December 5-7, 2022, Proceedings

Conference proceedings info: AFRICATEK 2022.

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Table of contents (14 papers)

  1. Front Matter

    Pages i-xii
  2. Education in the 4IR Era

    1. Front Matter

      Pages 1-1
    2. Reinforcement Learning in Education: A Multi-armed Bandit Approach

      • Herkulaas MvE Combrink, Vukosi Marivate, Benjamin Rosman
      Pages 3-16
    3. M-learning During COVID-19: A Systematic Literature Review

      • Esmhan Jafer, Hossana Twinomurinzi
      Pages 33-49
  3. Opportunities for Driving Efficiencies and Effectiveness

    1. Front Matter

      Pages 51-51
    2. Archiving 4.0: Dataset Generation and Facial Recognition of DRC Political Figures Using Machine Learning

      • Ferdinand Kahenga Ngongo, Antoine Bagula, Olasupo Ajayi
      Pages 53-64
    3. On the Machine Learning Models to Predict Town-Scale Energy Consumption in Burkina Faso

      • Baowendsomme Armel Yameogo, Tounwendyam Frédéric Ouedraogo, Constantin Zongo
      Pages 65-73
  4. Key 4IR Baseline Architectures

    1. Front Matter

      Pages 111-111
    2. Multiple Mobile Robotic Formation Control Based on Differential Flatness

      • Lintle Tsiu, Elisha Didam Markus
      Pages 113-128
    3. A Comparison of Publish-Subscribe and Client-Server Models for Streaming IoT Telemetry Data

      • Olasupo Ajayi, Antoine Bagula, Joshua Bode, Moegammad Damon
      Pages 129-139
    4. Modelling DDoS Attacks in IoT Networks Using Machine Learning

      • Pheeha Machaka, Olasupo Ajayi, Ferdinand Kahenga, Antoine Bagula, Kyandoghere Kyamakya
      Pages 161-175
  5. Application of 4IR in Environment and Agriculture Monitoring

    1. Front Matter

      Pages 177-177
    2. Weed Identification in Plant Seedlings Using Convolutional Neural Networks

      • Samuel Damilare, Chika Yinka-Banjo, Olasupo Ajayi
      Pages 206-224
  6. Back Matter

    Pages 225-225

Other Volumes

  1. Emerging Technologies for Developing Countries

About this book

This book constitutes the refereed conference proceedings of the 5th International Conference on Emerging Technologies for Developing Countries, AFRICATEK 2022, held in Bloemfontein, South Africa, in December 5-7, 2022.

The 14 full papers included in this book were carefully reviewed and selected from 24 submissions. They were organized in topical sections as follows: answer set programming; Education in the 4IR Era, Opportunities for driving Efficiencies and Effectiveness, Key 4IR Baseline Architectures, Application of 4IR in Environment and Agriculture Monitoring.

Keywords

  • Artificial Intelligence
  • Intrusion/anomaly detection and malware mitigation
  • Middleware
  • Autonomous learning
  • Blockchain technology
  • Mobile Robotics Formation Control
  • Fourth industrial revolution (4IR)
  • microservice-based middleware
  • multi-hazard early warning system
  • bibliometric review
  • M-learning during COVID-19
  • Convolutional Neural Networks
  • Indigenous Knowledge
  • Weed Identification
  • Latent Dirichlet Allocation (LDA)
  • topic model
  • Small, Medium and Micro Enterprises (SMMEs)
  • computer science

Editors and Affiliations

  • Central University of Technology, Free State, Bloemfontein, South Africa

    Muthoni Masinde

  • University of the Western Cape, Cape Town, South Africa

    Antoine Bagula

Bibliographic Information

Buy it now

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 79.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access