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Advances in Artificial Intelligence, Software and Systems Engineering

Proceedings of the AHFE 2019 International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, July 24-28, 2019, Washington D.C., USA

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Tareq Ahram

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

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  • Reports on the latest research in human–machine interaction
  • Addresses diverse aspects of human–machine interaction
  • Highlights essential system engineering and service engineering aspects

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 965)

Included in the following conference series:

Conference proceedings info: AHFE 2019.

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About this book

This book addresses emerging issues resulting from 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, highlighting 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. The book is based on two AHFE 2019 Affiliated Conferences – on Artificial Intelligence and Social Computing, and on Service, Software, and Systems Engineering –, which were jointly held on July 24–28, 2019, in Washington, DC, USA.

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Table of contents (64 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. Artificial Intelligence and Social Computing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Using Information Processing Strategies to Predict Message Level Contagion in Social Media

      • Sara Levens, Omar ElTayeby, Tiffany Gallicano, Michael Brunswick, Samira Shaikh
      Pages 3-13

    3. EmoVis – An Interactive Visualization Tool to Track Emotional Trends During Crisis Events

      • Samira Shaikh, Karthik Ravi, Tiffany Gallicano, Michael Brunswick, Bradley Aleshire, Omar El-Tayeby et al.
      Pages 14-24

    4. Social Convos: A New Approach to Modeling Information Diffusion in Social Media

      • Gregorios Katsios, Ning Sa, Tomek Strzalkowski
      Pages 25-36

    5. Manipulated Information Dissemination and Risk-Adjusted Momentum Return in the Chinese Stock Market

      • Hung-Wen Lin, Jing-Bo Huang, Kun-Ben Lin, Shu-Heng Chen
      Pages 37-45

    6. Actionable Pattern Discovery for Tweet Emotions

      • Angelina Tzacheva, Jaishree Ranganathan, Sai Yesawy Mylavarapu
      Pages 46-57

    7. Fourth Industrial Revolution: An Impact on Health Care Industry

      • Prisilla Jayanthi, Muralikrishna Iyyanki, Aruna Mothkuri, Prakruthi Vadakattu
      Pages 58-69

    8. Human–AI Collaboration Development: Interim Communication Rivalry of Generation

      • Olga Burukina
      Pages 70-82

    9. Detection of Cutaneous Tumors in Dogs Using Deep Learning Techniques

      • Lorena Zapata, Lorena Chalco, Lenin Aguilar, Esmeralda Pimbosa, Iván RamĂ­rez-Morales, Jairo Hidalgo et al.
      Pages 83-91

    10. Future Research Method of Landscape Design Based on Big Data

      • Jingcen Li
      Pages 92-100

    11. Multicriteria Analysis in the Proposed Environmental Management Regulations for Construction in Aurora, Guayas, Ecuador

      • Christian Zambrano Murillo, JesĂşs Rafael HechavarrĂ­a Hernández, Maikel Leyva Vázquez
      Pages 101-113

    12. Random Samplings Using Metropolis Hastings Algorithm

      • Miguel Arcos-Argudo, Rodolfo Bojorque-Chasi, Andrea Plaza-Cordero
      Pages 114-122

    13. The Research on Automatic Acquirement of the Domain Terms

      • Liangliang Liu, Haitao Wang, Jing Zhao, Fan Zhang, Chao Zhao, Gang Wu et al.
      Pages 123-129

    14. Behavioral Analysis of Human-Machine Interaction in the Context of Demand Planning Decisions

      • Tim Lauer, Rebecca Welsch, S. Ramlah Abbas, Michael Henke
      Pages 130-141

    15. Deep-Learned Artificial Intelligence and System-Informational Culture Ergonomics

      • Nicolay Vasilyev, Vladimir Gromyko, Stanislav Anosov
      Pages 142-153

    16. Association Matrix Method and Its Applications in Mining DNA Sequences

      • Guojun Mao
      Pages 154-159

    17. Deep Learning-Based Real-Time Failure Detection of Storage Devices

      • Chuan-Jun Su, Lien-Chung Tsai, Shi-Feng Huang, Yi Li
      Pages 160-168

    18. Identifying Touristic Interest Using Big Data Techniques

      • Maritzol Tenemaza, Loza-Aguirre Edison, Myriam Peñafiel, Zaldumbide Juan, Angelica de Antonio, JaĂ­me Ramirez
      Pages 169-178

    19. The Development of the Theory of Quality Assessment of the Information, Taking into Account Its Structural Component

      • Olga Popova, Yury Shevtsov, Boris Popov, Vladimir Karandey, Vladimir Klyuchko
      Pages 179-191
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Other volumes

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  2. Advances in Neuroergonomics and Cognitive Engineering

  3. Advances in Design for Inclusion

  4. Advances in Ergonomics in Design

  5. Advances in Human Error, Reliability, Resilience, and Performance

  6. Advances in Human Factors and Ergonomics in Healthcare and Medical Devices

  7. Advances in Human Factors and Simulation

  8. Advances in Human Factors and Systems Interaction

  9. Advances in Human Factors in Cybersecurity

  10. Advances in Human Factors, Business Management and Leadership

  11. Advances in Human Factors in Robots and Unmanned Systems

  12. Advances in Human Factors in Training, Education, and Learning Sciences

  13. Advances in Artificial Intelligence, Software and Systems Engineering

  14. Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure

  15. Advances in Physical Ergonomics and Human Factors

  16. Advances in Interdisciplinary Practice in Industrial Design

  17. Advances in Safety Management and Human Factors

  18. Advances in Social and Occupational Ergonomics

  19. Advances in Manufacturing, Production Management and Process Control

  20. Advances in Usability and User Experience

  21. Advances in Human Factors in Wearable Technologies and Game Design

  22. Advances in Additive Manufacturing, Modeling Systems and 3D Prototyping

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 2019 International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, July 24-28, 2019, Washington D.C., USA

  • Editors: Tareq Ahram

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-20454-9

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-20453-2Published: 11 June 2019

  • eBook ISBN: 978-3-030-20454-9Published: 10 June 2019

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVI, 669

  • Number of Illustrations: 114 b/w illustrations, 190 illustrations in colour

  • Topics: Engineering Design, Software Engineering, Cognitive Psychology

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