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Full Description
The proposed book talks about the participation of human in Big Data.How human as a component of system can help in making the decision process easier and vibrant.It studies the basic build structure for big data and also includes advanced research topics.In the field of Biological sciences, it comprises genomic and proteomic data also. The book swaps traditional data management techniques with more robust and vibrant methodologies that focus on current requirement and demand through human computer interfacing in order to cope up with present business demand. Overall, the book is divided in to five parts where each part contains 4-5 chapters on versatile domain with human side of Big Data.
Contents
Preface
Editors
Contributors
Section I Introduction to the Human Element of Big Data: Definition, New Trends, and Methodologies
1 Taming the Realm of Big Data Analytics: Acclamation or Disaffection?
Audrey Depeige
2 Fast Data Analytics Stack for Big Data Analytics
Sourav Mazumder
3 Analytical Approach for Big Data in the Internet of Things
Anand Paul, Awais Ahmad, and M. Mazhar Rathore
4 Analysis of Costing Issues in Big Data
Kuldeep Singh Jadon and Radhakishan Yadav
Section II Algorithms and Applications of Advancement in Big Data
5 An Analysis of Algorithmic Capability and Organizational Impact
George Papachristos and Scott W. Cunningham
6 Big Data and Its Impact on Enterprise Architecture
Meena Jha, Sanjay Jha, and Liam O'Brien
7 Supportive Architectural Analysis for Big Data
Utkarsh Sharma and Robin Singh Bhadoria
8 Clustering Algorithms for Big Data: A Survey
Ankita Sinha and Prasanta K. Jana
Section III Future Research and Scope for the Human Element of Big Data
9 Smart Everything: Opportunities, Challenges, and Impact
Siddhartha Duggirala
10 Social Media and Big Data
Richard Millham and Surendra Thakur
11 Big Data Integration, Privacy, and Security
Rafael Souza and Chandrakant Patil
12 Paradigm Shifts from E-Governance to S-Governance
Akshi Kumar and Abhilasha Sharma
Section IV Case Studies for the Human Element of Big Data: Analytics and Performance
13 Interactive Visual Analysis of Traffic Big Data
Zhihan Lv, Xiaoming Li, Weixi Wang, Jinxing Hu, and Ling Yin
14 Prospect of Big Data Technologies in Healthcare
Raghavendra Kankanady and Marilyn Wells
15 Big Data Suite for Market Prediction and Reducing Complexity Using Bloom Filter
Mayank Bhushan, Apoorva Gupta, and Sumit Kumar Yadav
16 Big Data Architecture for Climate Change and Disease Dynamics
Daphne Lopez and Gunasekaran Manogaran
Index
