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Applications of Data Management and Analysis

Case Studies in Social Networks and Beyond

  • Book
  • © 2018

Overview

Editors:
  1. Mohammad Moshirpour

    1. Department Electrical & Computer Engineering, University of Calgary, Calgary, Canada

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    You can also search for this editor in PubMed   Google Scholar

  2. Behrouz H. Far

    1. Department Electrical & Computer Engineering, University of Calgary, Calgary, Canada

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    You can also search for this editor in PubMed   Google Scholar

  3. Reda Alhajj

    1. Department of Computer Science, University of Calgary, Calgary, Canada

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    You can also search for this editor in PubMed   Google Scholar

  • Features state-of-the-art techniques for data management and analysis using current algorithms, models, and architecture
  • Contains case studies describing how data analysis can improve the insurance, banking, e-commerce, biomedical, and oil industries
  • Includes topics on education such as building repositories to support instructors and curriculum development in big data

Part of the book series: Lecture Notes in Social Networks (LNSN)

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Table of contents (14 chapters)

  1. Front Matter

    Pages i-viii
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  2. Predicting Implicit Negative Relations in Online Social Networks

    • Animesh Gupta, Reda Alhajj, Jon Rokne
    Pages 1-10

  3. Automobile Insurance Fraud Detection Using Social Network Analysis

    • Arezo Bodaghi, Babak Teimourpour
    Pages 11-16

  4. Improving Circular Layout Algorithm for Social Network Visualization Using Genetic Algorithm

    • Babak Teimourpour, Bahram Asgharpour
    Pages 17-28

  5. Live Twitter Sentiment Analysis

    • Dayne Sorvisto, Patrick Cloutier, Kevin Magnusson, Taufik Al-Sarraj, Kostya Dyskin, Giri Berenstein
    Pages 29-41

  6. Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance

    • Ehsan Amirian, Eugene Fedutenko, Chaodong Yang, Zhangxin Chen, Long Nghiem
    Pages 43-67

  7. A Sliding-Window Algorithm Implementation in MapReduce

    • Emad A. Mohammed, Christopher T. Naugler, Behrouz H. Far
    Pages 69-83

  8. A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry

    • Fatemeh Safinejad, Elham Akhond Zadeh Noughabi, Behrouz H. Far
    Pages 85-101

  9. Temporal Dependency Between Evolution of Features and Dynamic Social Networks

    • Kashfia Sailunaz, Jon Rokne, Reda Alhajj
    Pages 103-116

  10. Recommender System for Product Avoidance

    • Manmeet Dhaliwal, Jon Rokne, Reda Alhajj
    Pages 117-127

  11. A New 3D Value Model for Customer Segmentation: Complex Network Approach

    • Mohammad Saeedi, Amir Albadvi
    Pages 129-145

  12. Finding Influential Factors for Different Types of Cancer: A Data Mining Approach

    • Munima Jahan, Elham Akhond Zadeh Noughabi, Behrouz H. Far, Reda Alhajj
    Pages 147-168

  13. Enhanced Load Balancer with Multilayer Processing Architecture for Heavy Load Over Cloud Network

    • Navdeep Singh Randhawa, Mandeep Dhami, Parminder Singh
    Pages 169-176

  14. Market Basket Analysis Using Community Detection Approach: A Real Case

    • Sepideh Faridizadeh, Neda Abdolvand, Saeedeh Rajaee Harandi
    Pages 177-198

  15. Predicting Future with Social Media Based on Sentiment and Quantitative Analysis

    • Sahil Sharma, Jon Rokne, Reda Alhajj
    Pages 199-209

  16. Back Matter

    Pages 211-217
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Keywords

About this book

This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective.

Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.

Editors and Affiliations

  • Department Electrical & Computer Engineering, University of Calgary, Calgary, Canada

    Mohammad Moshirpour, Behrouz H. Far

  • Department of Computer Science, University of Calgary, Calgary, Canada

    Reda Alhajj

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