Applications of Data Management and Analysis

1. Front Matter

   Pages i-viii

   PDF

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

    PDF

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.

• dynamic social network
• fuzzy dynamic model
• social media prediction
• insurance fraud detection
• network visualization using genetic algorithm
• customer segmentation model
• live sentiment analysis
• data science and social networks
• big data architecture
• big data management
• data-driven science, modeling and theory building
• computational social sciences

• 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

Policies and ethics