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Big Data Technologies and Applications

11th and 12th EAI International Conference, BDTA 2021 and BDTA 2022, Virtual Event, December 2021 and 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Rui Hou

    1. South-Central Minzu University, Wuhan, China

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  2. Huan Huang

    1. South-Central Minzu University, Wuhan, China

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  3. Deze Zeng

    1. China University of Geosciences, Wuhan, China

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  4. Guisong Xia

    1. Wuhan University, Wuhan, China

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  5. Kareem Kamal A. Ghany

    1. Sadat Academy for Management Sciences, Cairo, Egypt

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  6. Hossam M. Zawbaa

    1. University College Dublin, Dublin, Ireland

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Included in the following conference series:

Conference proceedings info: BDTA 2021, BDTA 2022.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xiii
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  2. Software Engineering and Blockchain Technologies

    1. Front Matter

      Pages 1-1
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    2. Using Requirements Clustering to Discover Dependent Requirements for Hidden Impact Analysis

      • Ahmed Safwat, Mostafa Mohamed Yacoub
      Pages 3-23

    3. A Proposed Keyword-Based Feature Extraction Approach for Labeling and Classifying Egyptian Mobile Apps Arabic Slang User Requirements Reviews

      • Rabab Emad Saudy, Alaa El Din El-Ghazaly, Eman S. Nasr, Mervat H. Gheith
      Pages 24-37

    4. A Comparative Study for Anonymizing Datasets with Multiple Sensitive Attributes and Multiple Records

      • Mona Mohamed Nasr, Hayam Mohamed Sayed, Waleed Mahmoud Ead
      Pages 38-57

    5. A Proposed Framework for Cloud Immunization Information System: Challenges and Opportunities

      • Lamia Aladel, Heba M. Sabry
      Pages 58-63

    6. The Role of Block Chain Technology in Reducing Corruption Within the Local Governance in Egypt

      • Aliaa Kamal Abdella, Mostafa M. Hamed, Mai. A. Elnady
      Pages 64-74

    7. A Data Brokering Architecture to Guarantee Nonfunctional Requirements in IoT Applications

      • Taha Mansouri, Julian M. Bass, Tarek Gaber, Steve Wright, Benedict Scorey
      Pages 75-84

  3. Machine Learning and Big Data Applications

    1. Front Matter

      Pages 85-85
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    2. A Proposed Virtual Learning Model Based on Statistical Analysis of Educational Data of Egypt

      • Aliaa Kamal Abdella, Mai A. Elnady, Lamia Aladel, Heba M. Sabry
      Pages 87-96

    3. Diagnosis Hepatitis B Using Machine and Deep Learning: Survey

      • Gehad Ahmed Soltan Abd-Elaleem, Fahad Elsheref, Rabab Maher, Ahmed Elsayed, Doaa S. Elzanfaly, Ahmed Sharaf Eldin
      Pages 97-116

    4. Using Grasshopper Optimization in Big Data

      • Asmaa G. Khalf, Kareem Kamal A. Ghany
      Pages 117-136

    5. A Semi-supervised Learning Application for Hand Posture Classification

      • Kailiang Nan, Shengnan Hu, Haozhe Luo, Patricia Wong, Saeid Pourroostaei Ardakani
      Pages 137-148

    6. Explore the Relationship Between Procedural Score Feedback and Subsequent Time Allocation and Learning Outcomes of Learners in a Massive Open Online Course (MOOC)

      • Zongjun Wang, Changsheng Chen
      Pages 149-168

    7. DoS Attacks Detection in the Network of Drones: An Efficient Decision Tree-Based Model

      • Tarek Gaber, Xin Fan Guo, Said Salloum
      Pages 169-178

  4. Deep Learning Applications and Bio-inspired Optimization

    1. Front Matter

      Pages 179-179
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    2. Detecting Fake News Spreaders on Twitter Through Follower Networks

      • Smita Ghosh, Juan Manuel Zuluaga Fernandez, Isabel Zuluaga González, Andres Mauricio Calle, Navid Shaghaghi
      Pages 181-195

    3. NODDLE: Node2vec Based Deep Learning Model for Link Prediction

      • Kazi Zainab Khanam, Aditya Singhal, Vijay Mago
      Pages 196-212

    4. Hybrid Coral Reef Optimization Algorithm Employed Local Search Technique for Job Shop Scheduling Problems

      • Chin-Shiuh Shieh, Thanh-Tuan Nguyen, Dinh-Cuong Nguyen, Thanh-Nghia Nguyen, Mong-Fong Horng, Denis Miu
      Pages 213-231

    5. Efficient Human Activity Recognition Based on Grouped Representations of Multimodal Wearable Data

      • Guillaume Habault, Shinya Wada
      Pages 232-254
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  1. Big Data Technologies and Applications

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the 11th and the 12th International Conference on Big Data Technologies and Applications, BDTA 2021 and BDTA 2022, held in December 2021 and 2022. Due to COVID-19 pandemic both conferences were held virtually.
The 23 full papers of BDTA 2021 and BDTA 2022 were selected from 61 submissions and present all big data technologies, such as big data collection and storage, big data management and retrieval, big data mining approaches, big data visualization, and new domains and novel applications related to these technologies.

Editors and Affiliations

  • South-Central Minzu University, Wuhan, China

    Rui Hou, Huan Huang

  • China University of Geosciences, Wuhan, China

    Deze Zeng

  • Wuhan University, Wuhan, China

    Guisong Xia

  • Sadat Academy for Management Sciences, Cairo, Egypt

    Kareem Kamal A. Ghany

  • University College Dublin, Dublin, Ireland

    Hossam M. Zawbaa

Bibliographic Information

  • Book Title: Big Data Technologies and Applications

  • Book Subtitle: 11th and 12th EAI International Conference, BDTA 2021 and BDTA 2022, Virtual Event, December 2021 and 2022, Proceedings

  • Editors: Rui Hou, Huan Huang, Deze Zeng, Guisong Xia, Kareem Kamal A. Ghany, Hossam M. Zawbaa

  • Series Title: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

  • DOI: https://doi.org/10.1007/978-3-031-33614-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2023

  • Softcover ISBN: 978-3-031-33613-3Published: 26 May 2023

  • eBook ISBN: 978-3-031-33614-0Published: 25 May 2023

  • Series ISSN: 1867-8211

  • Series E-ISSN: 1867-822X

  • Edition Number: 1

  • Number of Pages: XIII, 358

  • Number of Illustrations: 63 b/w illustrations, 74 illustrations in colour

  • Topics: Computer Communication Networks

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