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  • Conference proceedings
  • © 2021

Advances in Artificial Intelligence, Software and Systems Engineering

Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA

Editors:

  • Presents strategies for increasing technology’s acceptance and effectiveness

  • Addresses various aspects of human–machine interaction/integration

  • Bridges the gap between research findings and best practices

Conference proceedings info: AHFE 2020.

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-51328-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)

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Table of contents (82 papers)

  1. Front Matter

    Pages i-xix
  2. Artificial Intelligence and Machine Learning

    1. Front Matter

      Pages 1-1
    2. Development of a Holistic Method to Implement Artificial Intelligence in Manufacturing Areas

      • Bastian Pokorni, Fabian Volz, Jan Zwerina, Moritz Hämmerle
      Pages 3-8
    3. Fighting Cyberbullying: An Analysis of Algorithms Used to Detect Harassing Text Found on YouTube

      • Rachel E. Trana, Christopher E. Gomez, Rachel F. Adler
      Pages 9-15
    4. AI-Driven Worker Assistance System for Additive Manufacturing

      • Benjamin Röhm, Leo Gögelein, Stefan Kugler, Reiner Anderl
      Pages 22-27
    5. Rating Prediction Used AI Big Data: Empathy Word in Network Analysis Method

      • Sang Hee Kweon, Hyeon-Ju Cha, Yook Jung-Jung
      Pages 28-32
    6. Tracking People Using Ankle-Level 2D LiDAR for Gait Analysis

      • Mahmudul Hasan, Junichi Hanawa, Riku Goto, Hisato Fukuda, Yoshinori Kuno, Yoshinori Kobayashi
      Pages 40-46
    7. New Trend of Standard: Machine Executable Standard

      • Haitao Wang, Gang Wu, Chao Zhao, Fan Zhang, Jing Zhao, Changqing Zhou et al.
      Pages 47-52
    8. Machine Learning Analysis of EEG Measurements of Stock Trading Performance

      • Edgar P. Torres, Edgar A. Torres, Myriam Hernández-Álvarez, Sang Guun Yoo
      Pages 53-60
    9. Text Mining in Smart Cities to Identify Urban Events and Public Service Problems

      • Mario Gonzalez, Juan Viana-Barrero, Patricia Acosta-Vargas
      Pages 84-89
    10. Comparison of Probability Distributions for Evolving Artificial Neural Networks Using Bat Algorithm

      • Adeel Shahzad, Hafiz Tayyab Rauf, Tayyaba Asghar, Umar Hayat
      Pages 97-104
    11. Remote Sensing, Heat Island Effect and Housing Price Prediction via AutoML

      • Rita Yi Man Li, Kwong Wing Chau, Herru Ching Yu Li, Fanjie Zeng, Beiqi Tang, Meilin Ding
      Pages 113-118
    12. A Framework for Selecting Machine Learning Models Using TOPSIS

      • Maikel Yelandi Leyva Vazquezl, Luis Andy Briones Peñafiel, Steven Xavier Sanchez Muñoz, Miguel Angel Quiroz Martinez
      Pages 119-126

Other Volumes

  1. Advances in Neuroergonomics and Cognitive Engineering

    Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology, July 16-20, 2020, USA
  2. Advances in Industrial Design

    Proceedings of the AHFE 2020 Virtual Conferences on Design for Inclusion, Affective and Pleasurable Design, Interdisciplinary Practice in Industrial Design, Kansei Engineering, and Human Factors for Apparel and Textile Engineering, July 16–20, 2020, USA
  3. Advances in Ergonomics in Design

    Proceedings of the AHFE 2020 Virtual Conference on Ergonomics in Design, July 16–20, 2020, USA
  4. Advances in Safety Management and Human Performance

    Proceedings of the AHFE 2020 Virtual Conferences on Safety Management and Human Factors, and Human Error, Reliability, Resilience, and Performance, July 16-20, 2020, USA
  5. Advances in Human Factors and Ergonomics in Healthcare and Medical Devices

    Proceedings of the AHFE 2020 Virtual Conference on Human Factors and Ergonomics in Healthcare and Medical Devices, July 16-20, 2020, USA
  6. Advances in Simulation and Digital Human Modeling

    Proceedings of the AHFE 2020 Virtual Conferences on Human Factors and Simulation, and Digital Human Modeling and Applied Optimization, July 16-20, 2020, USA
  7. Advances in Human Factors and Systems Interaction

    Proceedings of the AHFE 2020 Virtual Conference on Human Factors and Systems Interaction, July 16-20, 2020, USA
  8. Advances in the Human Side of Service Engineering

    Proceedings of the AHFE 2020 Virtual Conference on The Human Side of Service Engineering, July 16-20, 2020, USA
  9. Advances in Human Factors, Business Management and Leadership

    Proceedings of the AHFE 2020 Virtual Conferences on Human Factors, Business Management and Society, and Human Factors in Management and Leadership, July 16-20, 2020, USA
  10. Advances in Human Factors in Robots, Drones and Unmanned Systems

    Proceedings of the AHFE 2020 Virtual Conference on Human Factors in Robots, Drones and Unmanned Systems, July 16-20, 2020, USA
  11. Advances in Human Factors in Training, Education, and Learning Sciences

    Proceedings of the AHFE 2020 Virtual Conference on Human Factors in Training, Education, and Learning Sciences, July 16-20, 2020, USA
  12. Advances in Human Aspects of Transportation

    Proceedings of the AHFE 2020 Virtual Conference on Human Aspects of Transportation, July 16-20, 2020, USA
  13. Advances in Artificial Intelligence, Software and Systems Engineering

    Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA
  14. Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure

    Proceedings of the AHFE 2020 Virtual Conference on Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 16-20 July, 2020, USA
  15. Advances in Physical, Social & Occupational Ergonomics

    Proceedings of the AHFE 2020 Virtual Conferences on Physical Ergonomics and Human Factors, Social & Occupational Ergonomics and Cross-Cultural Decision Making, July 16–20, 2020, USA
  16. Advances in Manufacturing, Production Management and Process Control

    Proceedings of the AHFE 2020 Virtual Conferences on Human Aspects of Advanced Manufacturing, Advanced Production Management and Process Control, and Additive Manufacturing, Modeling Systems and 3D Prototyping, July 16–20, 2020, USA
  17. Advances in Usability, User Experience, Wearable and Assistive Technology

    Proceedings of the AHFE 2020 Virtual Conferences on Usability and User Experience, Human Factors and Assistive Technology, Human Factors and Wearable Technologies, and Virtual Environments and Game Design, July 16-20, 2020, USA
  18. Advances in Creativity, Innovation, Entrepreneurship and Communication of Design

    Proceedings of the AHFE 2020 Virtual Conferences on Creativity, Innovation and Entrepreneurship, and Human Factors in Communication of Design, July 16-20, 2020, USA
  19. Advances in Human Factors in Cybersecurity

    AHFE 2020 Virtual Conference on Human Factors in Cybersecurity, July 16–20, 2020, USA

About this book

This book addresses emerging issues concerning the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, social and analytical aspects of computing and intelligent technologies, and highlights ways to improve the acceptance, effectiveness, and efficiency of said technologies. Topics such as responsibility, integration and training are discussed throughout. The book also reports on the latest advances in systems engineering, with a focus on societal challenges and next-generation systems and applications for meeting them. Based on the AHFE 2020 Virtual Conference on Software and Systems Engineering, and the AHFE 2020 Virtual Conference on Artificial Intelligence and Social Computing, held on July 16–20, 2020, it provides readers with extensive information on current research and future challenges in these fields, together with practical insights into the development of innovative services for various purposes.


Keywords

  • Human Systems Integration
  • Intelligent Assistance
  • Human – AI Collaboration
  • AI applications in manufacturing
  • Harassing text detection algorithm
  • Intelligent video surveillance system
  • People tracking systems
  • Remote sensing applications
  • User preferences analysis
  • Somatotype recognition method
  • Heart rate monitoring system
  • Smart home
  • Human building interaction
  • Precision agriculture
  • IoT in rural areas
  • Digital nuclear control rooms
  • Nuclear power plant control
  • Human Factors in Energy
  • AHFE 2020 Proceedings

Editors and Affiliations

  • Institute for Advanced Systems Engineering, University of Central Florida, Orlando, USA

    Tareq Ahram

Bibliographic Information

  • Book Title: Advances in Artificial Intelligence, Software and Systems Engineering

  • Book Subtitle: Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing, July 16-20, 2020, USA

  • Editors: Tareq Ahram

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-51328-3

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-51327-6

  • eBook ISBN: 978-3-030-51328-3

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIX, 615

  • Number of Illustrations: 66 b/w illustrations, 147 illustrations in colour

  • Topics: Computational Intelligence, Cyber-Physical Systems, Machine Learning

Buying options

eBook USD 219.00
Price excludes VAT (USA)
  • ISBN: 978-3-030-51328-3
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 279.99
Price excludes VAT (USA)