The Human Element of Big Data: Issues, Analytics, and Performance

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 comp...

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Hauptverfasser: Tomar, Geetam S, Chaudhari, Narendra S, Bhadoria, Robin Singh, Deka, Ganesh Chandra
Format: Buch
Sprache:eng
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Zusammenfassung: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. 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
DOI:10.1201/9781315368061