Guide to Big Data Applications

Part I. General

1. Strategic Applications of Big Data
Joe Weinman

2. Start with Privacy by Design in All Big Data Applications
Ann Cavoukian, Michelle Chibba

3. Privacy Preserving Federated Big Data Analysis
Wenrui Dai, Shuang Wang, Hongkai Xiong, Xiaoqian Jiang

4. Word Embedding for Understanding Natural Language: A Survey
Yang Li, Tao Yang

Part II. Applications in Science

5. Big Data Solutions to Interpreting Complex Systems in the Environment
Hongmei Chi, Sharmini Pitter, Nan Li, Haiyan Tian

6. High Performance Computing and Big Data
Rishi Divate, Sankalp Sah, Manish Singh

7. Managing Uncertainty in Large-Scale Inversions for the Oil and Gas Industry with Big Data
Jiefu Chen, Yueqin Huang, Tommy L. Binford, Xuqing Wu

8. Big Data in Oil & Gas and Petrophysics
Mark Kerzner, Pierre Jean Daniel

9. Friendship Paradoxes on Quora
Shankar Iyer

10. Deduplication Practices for Multimedia Data in the Cloud
Fatema Rashid, Ali Miri

11. Privacy-Aware Search and Computation Over Encrypted Data Stores
Hoi Ting Poon, Ali Miri

12. Civil Infrastructure Serviceability Evaluation Based on Big Data
Yu Liang, Dalei Wu, Dryver Huston, Guirong Liu, Yaohang Li, Cuilan Gao, Zhongguo John Ma

Part III. Applications in Medicine

13. Nonlinear Dynamical Systems with Chaos and Big Data: A Case Study of Epileptic Seizure Prediction and Control
Ashfaque Shafique, Mohamed Sayeed, Konstantinos Tsakalis

14. Big Data to Big Knowledge for Next Generation Medicine: A Data Science Roadmap
Tavpritesh Sethi

15. Time-Based Comorbidity in Patients Diagnosed with Tobacco Use Disorder
Pankush Kalgotra, Ramesh Sharda, Bhargav Molaka, Samsheel Kathuri

16. The Impact of Big Data on the Physician
Elizabeth Le, Sowmya Iyer, Teja Patil, Ron Li, Jonathan H. Chen, Michael Wang, Erica Sobel

Part IV. Applications in Business

17. The Potential of Big Data in Banking
Rimvydas Skyrius, Gintarė Giriūnienė, Igor Katin, Michail Kazimianec, Raimundas Žilinskas

18. Marketing Applications Using Big Data
S. Srinivasan

19. Does Yelp Matter? Analyzing (And Guide to Using) Ratings for a Quick Serve Restaurant Chain
Bogdan Gadidov, Jennifer Lewis Priestley

Avainsanat: Engineering, Communications Engineering, Networks, Computer Systems Organization and Communication Networks, Signal, Image and Speech Processing, Big Data/Analytics, Health Informatics, International IT and Media Law, Intellectual Property Law