Research anthology on Big Data analytics, architectures, and applications:
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| Format: | Book |
| Language: | English |
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Hershey
IGI Global
2021
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| Series: | Critical explorations
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| Online Access: | Inhaltsverzeichnis |
| Physical Description: | 4 volumes |
| ISBN: | 9781668436622 |
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| adam_text | Table of Contents Preface...............................................................................................................................................xxii Volume I Section 1 Fundamental Concepts and Theories Chapter 1 Understanding Big Data........................................................................................................................ 1 Naciye Güliz Uğur, Sakarya University, Turkey Aykut Hamit Turan, Sakarya University, Turkey Chapter 2 Overview of Big Data and Its Visualization....................................................................................... 22 Richard S. Segali, Arkansas State University, USA Gao Niu, Bryant University, USA Chapter 3 Introduction of Big Data With Analytics of Big Data.........................................................................54 Preeti Bala, Institute of Management Studies, Noida, India Chapter 4 Introduction to Big Data and Business Analytics................................................................................67 Dineshkumar Bhagwandas Vaghela, Shantilal Shah Government Engineering College, India Chapter 5 What Is Open Source Software (OSS) and What Is Big Data?...........................................................77 Richard S. Segali, Arkansas State University, USA Chapter 6 Healthcare Big Data: A Comprehensive Overview...........................................................................119 Pijush Kanti Dutta Pramanik, National Institute of Technology Durgapur, India Saurabh Pal, Bengal Institute of Technology, India Mouton Mukhopadhyay, Bengal Institute of
Technology, India
Chapter 7 A Brief Survey on Big Data in Healthcare.............................................................................................148 Ebru Aydindag Bayrak, Istanbul University-Cerrahpaşa, Turkey Pinar Kirci, Bursa Uludağ University, Turkey Section 2 Development and Design Methodologies Chapter 8 Big Data Analytics and Models.............................................................................................................. 164 Ferdi Sönmez, Istanbul Arel University, Turkey Ziya Nazım Perdahçı, Mimar Sinan Fine Arts University, Turkey Mehmet Nafiz Aydın, Kadir Has University, Turkey Chapter 9 Developing a Method to Valúate the Collection of Big Data............................................................... 188 Colleen Carraher Wolverton, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Brandi N. Guidry Hollier, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Michael W. Tataro, University of Louisiana at Lafayette, School of Computing and Informatics, Lafayette, USA Lise Anne D. Slatten, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Chapter 10 Big-Data-Based Architectures and Techniques: Big Data Reference Architecture............................ 197 Gopala Krishna Behara, Wipro Technologies, India Chapter 11 Big Data Analytics in Cloud Computing: Elfective Deployment of Data Analytics Tools................228 Rajganesh Nagarajan, A. V C. College of Engineering, India Ramkumar Thirunavukarasu, VIT University, India Chapter 12 Decision Framework for
Engaging Cloud-Based Big Data Analytics Vendors..................................245 Emmanuel Wusuhon Yanibo Ayaburi, University of Texas Rio Grande Valley, USA Michele Maasberg, Louisiana Tech University, USA Jaeung Lee, Louisiana Tech University, USA Chapter 13 Big Data and High-Performance Analyses and Processes.....................................................................262 Ramgopal Kashyap, Amity University, Raipur, India
Chapter 14 A Conceptual Model for Describing the Integration of Decision Aspect into Big Data....................294 Fatma Chiheb, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Fatima Boumahdi, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Hafida Bouarfa, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Chapter 15 Toward a Conceptualization of Big Data Value Chain: From Business Problems to Value Creation......................................................................................................................................................319 Rim Lo nati, University of Sfax Higher Institute of Business Administration, Tunisia Sonia Mekadmi, University of Carthage Institute of Higher Commercial Studies, Tunisia Chapter 16 Role of Big Data in Internet of Things Networks.................................................................................. 336 Vijayalakshmi Saravanan, University of Waterloo, Canada Fatima Hussain, Ryerson University, Canada Naik Kshirasagar, University of Waterloo, Canada Chapter 17 Big Data Analytics and IoT in Smart City Applications....................................................................... 364 Mamata Rath, Birla School of Management, Birla Global University, India Chapter 18 Integrating Blockchain Platforms With Big Data Solutions for Regional Innovation Development.............................................................................................................................................381 Leyla Ayvarovna Gamidullaeva, Penza State University, Russia Vardan Mkrttchian, HHH
University, Australia Alexey Finogeev, Penza State University, Russia Chapter 19 Big Data in Railway O M: A Dependability Approach...................................................................... 391 Diego Galar, Lulea University of Technology, Sweden TECNALIA, Spain Dammika Seneviratne, Lulea University of Technology, Sweden TECNALIA, Spain Uday Kumar, Lulea University of Technology, Sweden Chapter 20 Usage and Analysis of Big Data in E-Health Domain...........................................................................417 Sushruta Mishra, C. V. Raman College of Engineering, India Hrudaya Kumar Tripathy, KIIT University, India B rojo Kishore Mishra, C. V Raman College of Engineering, India Soumya Sahoo, C. V. Raman College of Engineering, India Chapter 21 Intelligent Techniques for Analysis of Big Data About Healthcare and Medical Records.................431 Pinar Kirci, Istanbul University, Turkey
Chapter 22 Evolution of Big Data in Medical Imaging Modalities to Extract Features Using Region Growing Segmentation, GLCM, and Discrete Wavelet Transform..................................................................... 455 Yogesh Kumar Gupta, Banasthali Vidyapith, India Chapter 23 A Framework for Effective Data Analytics for Tourism Sector: Big Data Approach........................ 483 Sapna Sinha, Amity Institute of Information Technology, Noida, India Vishal Bhatnagar, Department of Computer Science and Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, New Delhi, India Abhay Bonsai, Amity School of Engineering and Information Technology, Noida, India Volume II Chapter 24 Building High Quality Big Data-Based Applications in Supply Chains............................................. 497 Kamalendu Pal, City, University of London, UK Chapter 25 Big Data Analytics and Visualization for Food Health Status Determination Using Bigmart Data............................................................................................................................................................520 Sumit Arm Hirve, VIT-АР University, India Pradeep Reddy C. H., VIT-АР University, India Section 3 Tools and Technologies Chapter 26 Big Data and Advance Analytics: Architecture, Techniques, Applications, and Challenges.............541 Surabhi Verma, National Institute of Industrial Engineering, Mumbai, India Chapter 27 Big Data and Digital
Analytics................................................................................................................571 Sumathi Doraikannan, Malla Reddy Engineering College (Autonomous), India Prabha Selvaraj, Malla Reddy Institute of Engineering and Technology, India Chapter 28 Big Data Visualization Tools and Techniques....................................................................................... 590 Obinna Chimaobi Okechukwu, Arkansas State University, USA Chapter 29 Big Data Analytics Tools and Platform in Big Data Landscape........................................................... 622 Mohd Imran, Aligarh Muslim University, India Mohd Vasim Ahornad, Aligarh Muslim University, India Misbahul Haque, Aligarh Muslim University, India Mohd Shoaib, Aligarh Muslim University, India
Chapter ЗО Statistical and Computational Needs for Big Data Challenges............................................................. 632 Soraya Sedkaoui, Khemis Miliana University, Algeria SRY Consulting Montpellier, France Chapter 31 A Survey of Big Data Analytics Using Machine Learning Algorithms.............................................. 655 Usha Moorthy, Vellore Institute of Technology, India Usha Devi Gandhi, Vellore Institute of Technology, India Chapter 32 Big Data Analytics With Machine Learning and Deep Learning Methods for Detection of Anomalies in Network Traffic..................................................................................................................678 Valliammal Narayan, Avinashilingam Institutefor Home Science and Higher Education for Women, India Shanmugapriya D., Avinashilingam Institutefor Home Science and Higher Education for Women, India Chapter 33 Big Data Analytics and Mining for Knowledge Discovery.................................................................. 708 Carson K. Leung, University of Manitoba, Canada Chapter 34 Distributed Streaming Big Data Analytics for Internet of Things (IoT).............................................. 722 Sornalakshmi Krishnan, SRM University, India Kayalvizhi Jayavel, SRM University, India Chapter 35 Statistical Visualization of Big Data Through Hadoop Streaming in RStudio....................................758 Chitresh Verma, Amity University, India Rajiv Pandey, Amity University, India Chapter 36 Intelligent Information System for Academic Institutions: Using Big Data Analytic
Approach...... 788 Mamata Rath, C. V Raman College of Engineering, India Chapter 37 Big Data and Digital Tools Applied to the Teaching: Learning in Graduate Programs in Mexico.... 807 Jésica Alhelí Cortés Ruiz, Instituto Politécnico Nacional, Mexico Rosa María Rivas García, Instituto Politécnico Nacional, Mexico Chapter 38 From Business Intelligence to Big Data: The Power of Analytics.......................................................823 Mouhib Alnoukari, Syrian Private University, Syria
Chapter 39 Big Data and Enterprise Applications.................................................................................................... 842 Ahmet Doğarı, Osmaniye Korkut Ata University, Turkey Emin Sertaç Arı, Osmaniye Korkut Ata University, Turkey Chapter 40 A Service-Oriented Foundation for Big Data........................................................................................ 869 Zhaohao Sun, Papua New Guinea University of Technology, Papua New Guinea Chapter 41 Customer Analytics Capabilities in the Big Data Spectrum: A Systematic Approach to Achieve Sustainable Firm Performance.................................................................................................................888 MdAfnan Hossain, University of Wollongong, Australia Shahriar Akter, School of Management and Marketing, University of Wollongong, Australia Venkata Yanamandram, University of Wollongong, Australia Chapter 42 Social Media Big Data Analytics for Demand Forecasting: Development and Case Implementation of an Innovative Framework.........................................................................................902 Rehan Iftikhar, Maynooth University, Maynooth, Ireland Mohammad Saud Khan, Victoria University of Wellington, New Zealand Chapter 43 Using Big Data Analytics to Forecast Trade Volumes in Global Supply Chain Management.......... 921 Murat Özemre, Yasar University, Turkey Ozgur Kabadurmus, Yasar University, Turkey Chapter 44 Efficient Big Data-Based Storage and Processing Model in Internet of Things for Improving Accuracy Fault Detection in Industrial
Processes.................................................................................. 945 Mamoon Rashid, School of Computer Science and Engineering, Lovely Professional University, India Harjeet Singh, Department of Computer Science, Mata Gujri College, Fatehgarh Sahib, India Vishal Goyal, Department of Computer Science, Punjabi University, India Nazir Ahmad, Department of Information Systems, Community College, King Khalid University, Saudi Arabia Neeraj Mogla, Nike Inc. Global Headquarters, USA Chapter 45 Application of Big Data in Digital Epidemiology................................................................................. 958 Sameena Naaz, Jamia Hamdard, India Farheen Siddiqui, Jamia Hamdard, India
Chapter 46 Big Data Analytics Using Apache Hive to Analyze Health Data.........................................................979 Pavani Konagala, Vaagdevi College of Engineering, India Volume III Chapter 47 Big Data Analytics in Healthcare Sector................................................................................................993 Sheik Abdullah A., Thiagarajar College of Engineering, India Selvakumar S., G. K. M. College of Engineering and Technology, India Parkavi R., Thiagarajar College of Engineering, India Suganya R., Thiagarajar College of Engineering, India Abirami A. M., Thiagarajar College of Engineering, India Chapter 48 Big Data Applications in Healthcare Administration..........................................................................1003 Joseph E. Kasten, Pennsylvania State University, York, USA Chapter 49 Big Data, Data Mining, and Data Analytics in IoT-Based Healthcare Applications........................ 1035 Isukki Alias Devi P, Ayya Nadar Janaki Ammal College, India Chapter 50 Remote Patient Monitoring for Healthcare: A Big Challenge for Big Data......................................1054 Andrew Stranieri, Federation University, Australia Venki Balasubramanian, Federation University, Australia Chapter 51 ANT Perspective of Healthcare Big Data for Service Delivery in South Africa.............................. 1071 Tiko Iyamu, Cape Peninsula University of Technology, Cape Town, South Africa Sibulela Mgudlwa, Cape Peninsula University of Technology, South Africa Chapter 52 Applications of Big Data and Green IoT-Enabling Technologies for
Smart Cities.......................... 1090 Onur Doğan, Istanbul Technical University, Turkey Ömer Faruk Gürcan, Istanbul Technical University, Turkey Chapter 53 Big Data for Satellite Image Processing: Analytics, Tools, Modeling, and Challenges...................1110 Remya S., VIT University, India Ramasubbareddy Somula, VIT University, India Sravani Nalluri, VIT University, India Vaishali R., VIT University, India Sasikala R., VIT University, India
Section 4 Utilization and Applications Chapter 54 An Analysis of Big Data Analytics....................................................................................................... 1126 Vijander Singh, Manipal University Jaipur, India Amit Kumar Bairwa, Manipal University Jaipur, India Deepak Sinwar, Manipal University Jaipur, India Chapter 55 Insight Into Big Data Analytics: Challenges, Recent Trends, and Future Prospects........................ 1149 Mohd Vasim Ahamad, Aligarh Muslim University, India Misbahul Haque, Aligarh Muslim University, India Mohd Imran, Aligarh Muslim University, India Chapter 56 A Study of Big Data Processing for Sentiments Analysis.................................................................. 1162 Dinesh Chander, Panipat Institute of Engineering and Technology, India Hari Singh, Jaypee University of Information Technology, India Abhinav Kirti Gupta, Jaypee University of Information Technology, India Chapter 57 Big Data for Prediction: Patent Analysis - Patenting Big Data for Prediction Analysis........ .........1192 Mirjana Pejic-Bach, University of Zagreb, Croatia Jasmina Pivar, University of Zagreb, Croatia Živko Krstić, Atomic Intelligence, Croatia Chapter 58 The Impact of Big Data Analytics and Challenges to Cyber Security.............................................. 1216 Anandakumar Haldorai, Akshaya College of Engineering and Technology, India Arulmurugan Ramu, Bannari Amman Institute of Technology, India Chapter 59 Big Data Analytics Adoption Factors in Improving Information Systems Security......................... 1231
Marouane Balmakhtar, Northern Virginia Community College, USA Scott E. Mensch, Indiana University of Pennsylvania, USA Chapter 60 Big Data and Global Software Engineering..........................................................................................1249 Ramgopal Kashyap, Amity University, Raipur, India Chapter 61 Big Data Analytics in Higher Education.............................................................................................. 1275 Tanveer H. Shah, University ofAzad Jammu and Kashmir, Pakistan
Chapter 62 Implementation of Big Data Analytics for Government Enterprise................................................1294 Namhla Matiwane, Cape Peninsula University of Technology, South Africa Tiko Iyamu, Cape Peninsula University of Technology, South Africa Chapter 63 Public Administration Curriculum-Based Big Data Policy-Analytic Epistemology: Symbolic IoT Action-Learning Solution Model.....................................................................................................1307 Emmanuel N. A. Tetteh, Norwich University, USA Action Learning, Action Research Association, USA Chapter 64 Bootstrapping Urban Planning: Addressing Big Data Issues in Smart Cities.................................1329 Ankur Lohachab, Kurukshetra University, India Chapter 65 Big Data, Data Management, and Business Intelligence.................................................................1359 Richard T Herschel, Saint Joseph’s University, USA Chapter 66 The Use of Big Data in Marketing Analytics..................................................................................1371 Chai-Lee Goi, Curtin University, Malaysia Chapter 67 Use of Big Data Analytics by Tax Authorities................................................................................1388 Brendan Walker-Munro, Swinburne University, Australia Chapter 68 Big Data Analytics Driven Supply Chain Transformation..............................................................1413 Mondher Feki, Lemna Research Center, France Chapter 69 Exploring Factors Influencing Big Data and Analytics Adoption in Healthcare
Management....... 1433 Sampson Abeeku Edu, Cyprus International University, Cyprus Divine Q. Agozie, Cyprus International University, Cyprus Chapter 70 An Article on Big Data Analytics in Healthcare Applications and Challenges..............................1450 Jäimin Navinchandra Undavia, Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India AtulManubhai Patel, Smt. Chandaben Mohanbhai Patel Institute ofComputerApplications, India
Chapter 71 Big Data Classification and Internet of Things in Healthcare............................................................1458 Amine Rghioui, Research Team in Smart Communications-ERSC-Research Centre E3S, EMI, Mohamed V University, Rabat, Morocco Jaime Lloret, Integrated Management Coastal Research Institute, Universitat Politecnica de Valencia, 46370 Valencia, Spain Abedlmajid Oumnad, Research Team in Smart Communications-ERSC-Research Centre E3S, EMI, Mohamed V University, Rabat, Morocco Volume IV Chapter 72 Computational and Data Mining Perspectives on HIV/AIDS in Big Data Era: Opportunities, Challenges, and Future Directions........................................................................................................ 1477 Ali Al Mazarí, Alfaisal University, Saudi Arabia Section 5 Organizational and Social Implications Chapter 73 Big Data and IoT Applications in Real Life Environment.................................................................. 1505 Anjali Chaudhary, Noida International University, India Pradeep Tomar, Gautam Buddha University, India Chapter 74 Amelioration of Big Data Analytics by Employing Big Data Tools and Techniques......................1527 Stephen Dass, Vellore Institute of Technology, India Prabhu J., Vellore Institute of Technology, India Chapter 75 Understanding the Determinants of Big Data Analytics Adoption.....................................................1549 Surabhi Verma, NMIMS, Navi Mumbai, India Sushil Chaurasia, NMIMS, Navi Mumbai, India Chapter 76 Human-Computer Interaction With Big Data
Analytics......................................................................1578 Gunasekaran Manogaran, VIT University, India Chandu Thota, Albert Einstein Lab, India Daphne Lopez, VIT University, India Chapter 77 The Components of Big Data and Knowledge Management Will Change Radically How People Collaborate and Develop Complex Research........................................................................................1597 Amitava Choudhury, University of Petroleum and Energy Studies, India Ambika Aggarwal, University of Petroleum and Energy Studies, India Kalpana Rangra, University of Petroleum and Energy Studies, India Ashutosh Вhatt, Shivalik College of Engineering, India
Chapter 78 Data Management and Big Data Analytics: Data Management in Digital Economy....................... 1614 Vellingiri Jayagopal, Sree Vidyanikethan Engineering College, India Basser К. К., Sree Vidyanikethan Engineering College, India Chapter 79 Importance of Big Data and Hadoop in E-Servicing...........................................................................1634 Karthiga Shankar, Thiagarajar College of Engineering, India Suganya R., Thiagarajar College of Engineering, India Chapter 80 Improving Forecasting for Customer Service Supply Chain Using Big Data Analytics..................1645 Kedareshwaran Subramanian, T A. Pai Management Institute, India Kedar Pandurang Joshi, T A. Pai Management Institute, India Sourabh Deshmukh, H. P Inc., India Chapter 81 Intelligent Big Data Analytics in Health...............................................................................................1663 Ebru Aydindag Bayrak, Istanbul University - Cerrahpaşa, Turkey Pinar Kirci, Istanbul University - Cerrahpaşa, Turkey Chapter 82 The Strengths, Weaknesses, Opportunities, and Threats Analysis of Big Data Analytics in Healthcare.................................................................................................................................................1703 Chaojie Wang, The MITRE Corporation, McLean, USA Chapter 83 Cloud Computing Big Data Adoption Impacts on Teaching and Learning in Higher Education: A Systematic Review...................................................................................................................................1719
Fahad Nasser Alhazmi, King Abdulaziz University, Saudi Arabia Section 6 Managerial Impact Chapter 84 Big Data Technologies and Management..............................................................................................1734 Jayashree K, Rajalakshmi Engineering College, India Abirami R., Rajalakshmi Engineering College, India Chapter 85 Managerial Controversies in ArtificialIntelligence and Big Data Analytics.................................... 1745 Kenneth David Strang, Multinations Research, USA Zhaohao Sun, Papua New Guinea University of Technology, Papua New Guinea
Chapter 86 Improving Project Management Decisions With Big Data Analytics................................................1765 George Leal Jamil, Informações em Rede C e T Ltda., Brazil Luiz Fernando Magalhães Carvalho, Banco Itaú, Brazil Chapter 87 Management of Big Data Projects: PMI Approach for Success......................................................... 1786 A. Aylin Tokuç, Cerebro Software Services Inc., Turkey Zeynep Eda Uran, Cerebro Software Services Inc., Turkey Ahmet Tezcan Tekin, Istanbul Technical University, Turkey Chapter 88 Big Data Analytics in Supply Chain Management.............................................................................. 1801 Nenad Stefanovič, Faculty of Science, University of Kragujevac, Serbia Chapter 89 Big Data Adoption: A Comparative Study of the Indian Manufacturing and Services Sectors...... 1817 Hemlata Gangwar, Pune Institute of Business Management, India Chapter 90 Exploring Big Data Analytic Approaches to Cancer Blog Text Analysis......................................... 1843 Viju Raghupathi, Koppelman School of Business, Brooklyn College of the City University of New York, Brooklyn, USA Yilu Zhou, Gabelli School of Business, Fordham University, New York, USA Wullianallur Raghupathi, Gabelli School of Business, Fordham University, New York, USA Section 7 Critical Issues and Challenges Chapter 91 A Survey on Comparison of Performance Analysis on a Cloud-Based Big Data Framework.........1865 Krishan Tuli, Chandigarh University, India Amanpreet Kaur, Chandigarh University, India Meenakshi Sharma, Galgotias University,
India Chapter 92 Fast Data vs. Big Data With IoT Streaming Analytics and the Future Applications........................ 1876 A. Jayanthiladevi, Jain University, India Surendararavindhan, Vignan’s University, India Sakthivel, KSR College of Technology, India Chapter 93 Integration of Data Mining and Business Intelligence in Big Data Analytics: A Research Agenda on Scholarly Publications....................................................................................................................... 1892 Atik Kulaklı, American University of the Middle East, Kuwait
Chapter 94 Mapping the Intellectual Structure of the Big Data Research in the IS Discipline: A Citation/CoCitation Analysis.............................................................................................................................. 1923 Surabhi Verma, Narsee Monjee Institute of Management Studies, Navi Mumbai, India Chapter 95 Big Data Analytics in Undergraduate Advertising Curricula: A Global Survey of Higher Education Institutions...................................................................................................................... 1958 Kenneth C. C. Yang, Department of Communication, The University of Texas at El Paso, El Paso, USA Yowei Kang, Department of Oceanic Cultural Creative Design Industries, National Taiwan Ocean University, Keelung, Taiwan Chapter 96 How Big Data Transforms Manufacturing Industry: A Review Paper............................................ 1974 Victor I. C. Chang, Xi ’an Jiaotong-Liverpool University, Suzhou, China Wanxuan Lin, Xi ’an Jiaotong-Liverpool University, Suzhou, China Index XXV
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Table of Contents Preface.xxii Volume I Section 1 Fundamental Concepts and Theories Chapter 1 Understanding Big Data. 1 Naciye Güliz Uğur, Sakarya University, Turkey Aykut Hamit Turan, Sakarya University, Turkey Chapter 2 Overview of Big Data and Its Visualization. 22 Richard S. Segali, Arkansas State University, USA Gao Niu, Bryant University, USA Chapter 3 Introduction of Big Data With Analytics of Big Data.54 Preeti Bala, Institute of Management Studies, Noida, India Chapter 4 Introduction to Big Data and Business Analytics.67 Dineshkumar Bhagwandas Vaghela, Shantilal Shah Government Engineering College, India Chapter 5 What Is Open Source Software (OSS) and What Is Big Data?.77 Richard S. Segali, Arkansas State University, USA Chapter 6 Healthcare Big Data: A Comprehensive Overview.119 Pijush Kanti Dutta Pramanik, National Institute of Technology Durgapur, India Saurabh Pal, Bengal Institute of Technology, India Mouton Mukhopadhyay, Bengal Institute of
Technology, India
Chapter 7 A Brief Survey on Big Data in Healthcare.148 Ebru Aydindag Bayrak, Istanbul University-Cerrahpaşa, Turkey Pinar Kirci, Bursa Uludağ University, Turkey Section 2 Development and Design Methodologies Chapter 8 Big Data Analytics and Models. 164 Ferdi Sönmez, Istanbul Arel University, Turkey Ziya Nazım Perdahçı, Mimar Sinan Fine Arts University, Turkey Mehmet Nafiz Aydın, Kadir Has University, Turkey Chapter 9 Developing a Method to Valúate the Collection of Big Data. 188 Colleen Carraher Wolverton, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Brandi N. Guidry Hollier, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Michael W. Tataro, University of Louisiana at Lafayette, School of Computing and Informatics, Lafayette, USA Lise Anne D. Slatten, University of Louisiana at Lafayette, Department of Management, Lafayette, USA Chapter 10 Big-Data-Based Architectures and Techniques: Big Data Reference Architecture. 197 Gopala Krishna Behara, Wipro Technologies, India Chapter 11 Big Data Analytics in Cloud Computing: Elfective Deployment of Data Analytics Tools.228 Rajganesh Nagarajan, A. V C. College of Engineering, India Ramkumar Thirunavukarasu, VIT University, India Chapter 12 Decision Framework for
Engaging Cloud-Based Big Data Analytics Vendors.245 Emmanuel Wusuhon Yanibo Ayaburi, University of Texas Rio Grande Valley, USA Michele Maasberg, Louisiana Tech University, USA Jaeung Lee, Louisiana Tech University, USA Chapter 13 Big Data and High-Performance Analyses and Processes.262 Ramgopal Kashyap, Amity University, Raipur, India
Chapter 14 A Conceptual Model for Describing the Integration of Decision Aspect into Big Data.294 Fatma Chiheb, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Fatima Boumahdi, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Hafida Bouarfa, LRDSI Laboratory, Saad Dahlab University, Blida, Algeria Chapter 15 Toward a Conceptualization of Big Data Value Chain: From Business Problems to Value Creation.319 Rim Lo nati, University of Sfax Higher Institute of Business Administration, Tunisia Sonia Mekadmi, University of Carthage Institute of Higher Commercial Studies, Tunisia Chapter 16 Role of Big Data in Internet of Things Networks. 336 Vijayalakshmi Saravanan, University of Waterloo, Canada Fatima Hussain, Ryerson University, Canada Naik Kshirasagar, University of Waterloo, Canada Chapter 17 Big Data Analytics and IoT in Smart City Applications. 364 Mamata Rath, Birla School of Management, Birla Global University, India Chapter 18 Integrating Blockchain Platforms With Big Data Solutions for Regional Innovation Development.381 Leyla Ayvarovna Gamidullaeva, Penza State University, Russia Vardan Mkrttchian, HHH
University, Australia Alexey Finogeev, Penza State University, Russia Chapter 19 Big Data in Railway O M: A Dependability Approach. 391 Diego Galar, Lulea University of Technology, Sweden TECNALIA, Spain Dammika Seneviratne, Lulea University of Technology, Sweden TECNALIA, Spain Uday Kumar, Lulea University of Technology, Sweden Chapter 20 Usage and Analysis of Big Data in E-Health Domain.417 Sushruta Mishra, C. V. Raman College of Engineering, India Hrudaya Kumar Tripathy, KIIT University, India B rojo Kishore Mishra, C. V Raman College of Engineering, India Soumya Sahoo, C. V. Raman College of Engineering, India Chapter 21 Intelligent Techniques for Analysis of Big Data About Healthcare and Medical Records.431 Pinar Kirci, Istanbul University, Turkey
Chapter 22 Evolution of Big Data in Medical Imaging Modalities to Extract Features Using Region Growing Segmentation, GLCM, and Discrete Wavelet Transform. 455 Yogesh Kumar Gupta, Banasthali Vidyapith, India Chapter 23 A Framework for Effective Data Analytics for Tourism Sector: Big Data Approach. 483 Sapna Sinha, Amity Institute of Information Technology, Noida, India Vishal Bhatnagar, Department of Computer Science and Engineering, Ambedkar Institute of Advanced Communication Technologies and Research, New Delhi, India Abhay Bonsai, Amity School of Engineering and Information Technology, Noida, India Volume II Chapter 24 Building High Quality Big Data-Based Applications in Supply Chains. 497 Kamalendu Pal, City, University of London, UK Chapter 25 Big Data Analytics and Visualization for Food Health Status Determination Using Bigmart Data.520 Sumit Arm Hirve, VIT-АР University, India Pradeep Reddy C. H., VIT-АР University, India Section 3 Tools and Technologies Chapter 26 Big Data and Advance Analytics: Architecture, Techniques, Applications, and Challenges.541 Surabhi Verma, National Institute of Industrial Engineering, Mumbai, India Chapter 27 Big Data and Digital
Analytics.571 Sumathi Doraikannan, Malla Reddy Engineering College (Autonomous), India Prabha Selvaraj, Malla Reddy Institute of Engineering and Technology, India Chapter 28 Big Data Visualization Tools and Techniques. 590 Obinna Chimaobi Okechukwu, Arkansas State University, USA Chapter 29 Big Data Analytics Tools and Platform in Big Data Landscape. 622 Mohd Imran, Aligarh Muslim University, India Mohd Vasim Ahornad, Aligarh Muslim University, India Misbahul Haque, Aligarh Muslim University, India Mohd Shoaib, Aligarh Muslim University, India
Chapter ЗО Statistical and Computational Needs for Big Data Challenges. 632 Soraya Sedkaoui, Khemis Miliana University, Algeria SRY Consulting Montpellier, France Chapter 31 A Survey of Big Data Analytics Using Machine Learning Algorithms. 655 Usha Moorthy, Vellore Institute of Technology, India Usha Devi Gandhi, Vellore Institute of Technology, India Chapter 32 Big Data Analytics With Machine Learning and Deep Learning Methods for Detection of Anomalies in Network Traffic.678 Valliammal Narayan, Avinashilingam Institutefor Home Science and Higher Education for Women, India Shanmugapriya D., Avinashilingam Institutefor Home Science and Higher Education for Women, India Chapter 33 Big Data Analytics and Mining for Knowledge Discovery. 708 Carson K. Leung, University of Manitoba, Canada Chapter 34 Distributed Streaming Big Data Analytics for Internet of Things (IoT). 722 Sornalakshmi Krishnan, SRM University, India Kayalvizhi Jayavel, SRM University, India Chapter 35 Statistical Visualization of Big Data Through Hadoop Streaming in RStudio.758 Chitresh Verma, Amity University, India Rajiv Pandey, Amity University, India Chapter 36 Intelligent Information System for Academic Institutions: Using Big Data Analytic
Approach. 788 Mamata Rath, C. V Raman College of Engineering, India Chapter 37 Big Data and Digital Tools Applied to the Teaching: Learning in Graduate Programs in Mexico. 807 Jésica Alhelí Cortés Ruiz, Instituto Politécnico Nacional, Mexico Rosa María Rivas García, Instituto Politécnico Nacional, Mexico Chapter 38 From Business Intelligence to Big Data: The Power of Analytics.823 Mouhib Alnoukari, Syrian Private University, Syria
Chapter 39 Big Data and Enterprise Applications. 842 Ahmet Doğarı, Osmaniye Korkut Ata University, Turkey Emin Sertaç Arı, Osmaniye Korkut Ata University, Turkey Chapter 40 A Service-Oriented Foundation for Big Data. 869 Zhaohao Sun, Papua New Guinea University of Technology, Papua New Guinea Chapter 41 Customer Analytics Capabilities in the Big Data Spectrum: A Systematic Approach to Achieve Sustainable Firm Performance.888 MdAfnan Hossain, University of Wollongong, Australia Shahriar Akter, School of Management and Marketing, University of Wollongong, Australia Venkata Yanamandram, University of Wollongong, Australia Chapter 42 Social Media Big Data Analytics for Demand Forecasting: Development and Case Implementation of an Innovative Framework.902 Rehan Iftikhar, Maynooth University, Maynooth, Ireland Mohammad Saud Khan, Victoria University of Wellington, New Zealand Chapter 43 Using Big Data Analytics to Forecast Trade Volumes in Global Supply Chain Management. 921 Murat Özemre, Yasar University, Turkey Ozgur Kabadurmus, Yasar University, Turkey Chapter 44 Efficient Big Data-Based Storage and Processing Model in Internet of Things for Improving Accuracy Fault Detection in Industrial
Processes. 945 Mamoon Rashid, School of Computer Science and Engineering, Lovely Professional University, India Harjeet Singh, Department of Computer Science, Mata Gujri College, Fatehgarh Sahib, India Vishal Goyal, Department of Computer Science, Punjabi University, India Nazir Ahmad, Department of Information Systems, Community College, King Khalid University, Saudi Arabia Neeraj Mogla, Nike Inc. Global Headquarters, USA Chapter 45 Application of Big Data in Digital Epidemiology. 958 Sameena Naaz, Jamia Hamdard, India Farheen Siddiqui, Jamia Hamdard, India
Chapter 46 Big Data Analytics Using Apache Hive to Analyze Health Data.979 Pavani Konagala, Vaagdevi College of Engineering, India Volume III Chapter 47 Big Data Analytics in Healthcare Sector.993 Sheik Abdullah A., Thiagarajar College of Engineering, India Selvakumar S., G. K. M. College of Engineering and Technology, India Parkavi R., Thiagarajar College of Engineering, India Suganya R., Thiagarajar College of Engineering, India Abirami A. M., Thiagarajar College of Engineering, India Chapter 48 Big Data Applications in Healthcare Administration.1003 Joseph E. Kasten, Pennsylvania State University, York, USA Chapter 49 Big Data, Data Mining, and Data Analytics in IoT-Based Healthcare Applications. 1035 Isukki Alias Devi P, Ayya Nadar Janaki Ammal College, India Chapter 50 Remote Patient Monitoring for Healthcare: A Big Challenge for Big Data.1054 Andrew Stranieri, Federation University, Australia Venki Balasubramanian, Federation University, Australia Chapter 51 ANT Perspective of Healthcare Big Data for Service Delivery in South Africa. 1071 Tiko Iyamu, Cape Peninsula University of Technology, Cape Town, South Africa Sibulela Mgudlwa, Cape Peninsula University of Technology, South Africa Chapter 52 Applications of Big Data and Green IoT-Enabling Technologies for
Smart Cities. 1090 Onur Doğan, Istanbul Technical University, Turkey Ömer Faruk Gürcan, Istanbul Technical University, Turkey Chapter 53 Big Data for Satellite Image Processing: Analytics, Tools, Modeling, and Challenges.1110 Remya S., VIT University, India Ramasubbareddy Somula, VIT University, India Sravani Nalluri, VIT University, India Vaishali R., VIT University, India Sasikala R., VIT University, India
Section 4 Utilization and Applications Chapter 54 An Analysis of Big Data Analytics. 1126 Vijander Singh, Manipal University Jaipur, India Amit Kumar Bairwa, Manipal University Jaipur, India Deepak Sinwar, Manipal University Jaipur, India Chapter 55 Insight Into Big Data Analytics: Challenges, Recent Trends, and Future Prospects. 1149 Mohd Vasim Ahamad, Aligarh Muslim University, India Misbahul Haque, Aligarh Muslim University, India Mohd Imran, Aligarh Muslim University, India Chapter 56 A Study of Big Data Processing for Sentiments Analysis. 1162 Dinesh Chander, Panipat Institute of Engineering and Technology, India Hari Singh, Jaypee University of Information Technology, India Abhinav Kirti Gupta, Jaypee University of Information Technology, India Chapter 57 Big Data for Prediction: Patent Analysis - Patenting Big Data for Prediction Analysis. .1192 Mirjana Pejic-Bach, University of Zagreb, Croatia Jasmina Pivar, University of Zagreb, Croatia Živko Krstić, Atomic Intelligence, Croatia Chapter 58 The Impact of Big Data Analytics and Challenges to Cyber Security. 1216 Anandakumar Haldorai, Akshaya College of Engineering and Technology, India Arulmurugan Ramu, Bannari Amman Institute of Technology, India Chapter 59 Big Data Analytics Adoption Factors in Improving Information Systems Security. 1231
Marouane Balmakhtar, Northern Virginia Community College, USA Scott E. Mensch, Indiana University of Pennsylvania, USA Chapter 60 Big Data and Global Software Engineering.1249 Ramgopal Kashyap, Amity University, Raipur, India Chapter 61 Big Data Analytics in Higher Education. 1275 Tanveer H. Shah, University ofAzad Jammu and Kashmir, Pakistan
Chapter 62 Implementation of Big Data Analytics for Government Enterprise.1294 Namhla Matiwane, Cape Peninsula University of Technology, South Africa Tiko Iyamu, Cape Peninsula University of Technology, South Africa Chapter 63 Public Administration Curriculum-Based Big Data Policy-Analytic Epistemology: Symbolic IoT Action-Learning Solution Model.1307 Emmanuel N. A. Tetteh, Norwich University, USA Action Learning, Action Research Association, USA Chapter 64 Bootstrapping Urban Planning: Addressing Big Data Issues in Smart Cities.1329 Ankur Lohachab, Kurukshetra University, India Chapter 65 Big Data, Data Management, and Business Intelligence.1359 Richard T Herschel, Saint Joseph’s University, USA Chapter 66 The Use of Big Data in Marketing Analytics.1371 Chai-Lee Goi, Curtin University, Malaysia Chapter 67 Use of Big Data Analytics by Tax Authorities.1388 Brendan Walker-Munro, Swinburne University, Australia Chapter 68 Big Data Analytics Driven Supply Chain Transformation.1413 Mondher Feki, Lemna Research Center, France Chapter 69 Exploring Factors Influencing Big Data and Analytics Adoption in Healthcare
Management. 1433 Sampson Abeeku Edu, Cyprus International University, Cyprus Divine Q. Agozie, Cyprus International University, Cyprus Chapter 70 An Article on Big Data Analytics in Healthcare Applications and Challenges.1450 Jäimin Navinchandra Undavia, Smt. Chandaben Mohanbhai Patel Institute of Computer Applications, India AtulManubhai Patel, Smt. Chandaben Mohanbhai Patel Institute ofComputerApplications, India
Chapter 71 Big Data Classification and Internet of Things in Healthcare.1458 Amine Rghioui, Research Team in Smart Communications-ERSC-Research Centre E3S, EMI, Mohamed V University, Rabat, Morocco Jaime Lloret, Integrated Management Coastal Research Institute, Universitat Politecnica de Valencia, 46370 Valencia, Spain Abedlmajid Oumnad, Research Team in Smart Communications-ERSC-Research Centre E3S, EMI, Mohamed V University, Rabat, Morocco Volume IV Chapter 72 Computational and Data Mining Perspectives on HIV/AIDS in Big Data Era: Opportunities, Challenges, and Future Directions. 1477 Ali Al Mazarí, Alfaisal University, Saudi Arabia Section 5 Organizational and Social Implications Chapter 73 Big Data and IoT Applications in Real Life Environment. 1505 Anjali Chaudhary, Noida International University, India Pradeep Tomar, Gautam Buddha University, India Chapter 74 Amelioration of Big Data Analytics by Employing Big Data Tools and Techniques.1527 Stephen Dass, Vellore Institute of Technology, India Prabhu J., Vellore Institute of Technology, India Chapter 75 Understanding the Determinants of Big Data Analytics Adoption.1549 Surabhi Verma, NMIMS, Navi Mumbai, India Sushil Chaurasia, NMIMS, Navi Mumbai, India Chapter 76 Human-Computer Interaction With Big Data
Analytics.1578 Gunasekaran Manogaran, VIT University, India Chandu Thota, Albert Einstein Lab, India Daphne Lopez, VIT University, India Chapter 77 The Components of Big Data and Knowledge Management Will Change Radically How People Collaborate and Develop Complex Research.1597 Amitava Choudhury, University of Petroleum and Energy Studies, India Ambika Aggarwal, University of Petroleum and Energy Studies, India Kalpana Rangra, University of Petroleum and Energy Studies, India Ashutosh Вhatt, Shivalik College of Engineering, India
Chapter 78 Data Management and Big Data Analytics: Data Management in Digital Economy. 1614 Vellingiri Jayagopal, Sree Vidyanikethan Engineering College, India Basser К. К., Sree Vidyanikethan Engineering College, India Chapter 79 Importance of Big Data and Hadoop in E-Servicing.1634 Karthiga Shankar, Thiagarajar College of Engineering, India Suganya R., Thiagarajar College of Engineering, India Chapter 80 Improving Forecasting for Customer Service Supply Chain Using Big Data Analytics.1645 Kedareshwaran Subramanian, T A. Pai Management Institute, India Kedar Pandurang Joshi, T A. Pai Management Institute, India Sourabh Deshmukh, H. P Inc., India Chapter 81 Intelligent Big Data Analytics in Health.1663 Ebru Aydindag Bayrak, Istanbul University - Cerrahpaşa, Turkey Pinar Kirci, Istanbul University - Cerrahpaşa, Turkey Chapter 82 The Strengths, Weaknesses, Opportunities, and Threats Analysis of Big Data Analytics in Healthcare.1703 Chaojie Wang, The MITRE Corporation, McLean, USA Chapter 83 Cloud Computing Big Data Adoption Impacts on Teaching and Learning in Higher Education: A Systematic Review.1719
Fahad Nasser Alhazmi, King Abdulaziz University, Saudi Arabia Section 6 Managerial Impact Chapter 84 Big Data Technologies and Management.1734 Jayashree K, Rajalakshmi Engineering College, India Abirami R., Rajalakshmi Engineering College, India Chapter 85 Managerial Controversies in ArtificialIntelligence and Big Data Analytics. 1745 Kenneth David Strang, Multinations Research, USA Zhaohao Sun, Papua New Guinea University of Technology, Papua New Guinea
Chapter 86 Improving Project Management Decisions With Big Data Analytics.1765 George Leal Jamil, Informações em Rede C e T Ltda., Brazil Luiz Fernando Magalhães Carvalho, Banco Itaú, Brazil Chapter 87 Management of Big Data Projects: PMI Approach for Success. 1786 A. Aylin Tokuç, Cerebro Software Services Inc., Turkey Zeynep Eda Uran, Cerebro Software Services Inc., Turkey Ahmet Tezcan Tekin, Istanbul Technical University, Turkey Chapter 88 Big Data Analytics in Supply Chain Management. 1801 Nenad Stefanovič, Faculty of Science, University of Kragujevac, Serbia Chapter 89 Big Data Adoption: A Comparative Study of the Indian Manufacturing and Services Sectors. 1817 Hemlata Gangwar, Pune Institute of Business Management, India Chapter 90 Exploring Big Data Analytic Approaches to Cancer Blog Text Analysis. 1843 Viju Raghupathi, Koppelman School of Business, Brooklyn College of the City University of New York, Brooklyn, USA Yilu Zhou, Gabelli School of Business, Fordham University, New York, USA Wullianallur Raghupathi, Gabelli School of Business, Fordham University, New York, USA Section 7 Critical Issues and Challenges Chapter 91 A Survey on Comparison of Performance Analysis on a Cloud-Based Big Data Framework.1865 Krishan Tuli, Chandigarh University, India Amanpreet Kaur, Chandigarh University, India Meenakshi Sharma, Galgotias University,
India Chapter 92 Fast Data vs. Big Data With IoT Streaming Analytics and the Future Applications. 1876 A. Jayanthiladevi, Jain University, India Surendararavindhan, Vignan’s University, India Sakthivel, KSR College of Technology, India Chapter 93 Integration of Data Mining and Business Intelligence in Big Data Analytics: A Research Agenda on Scholarly Publications. 1892 Atik Kulaklı, American University of the Middle East, Kuwait
Chapter 94 Mapping the Intellectual Structure of the Big Data Research in the IS Discipline: A Citation/CoCitation Analysis. 1923 Surabhi Verma, Narsee Monjee Institute of Management Studies, Navi Mumbai, India Chapter 95 Big Data Analytics in Undergraduate Advertising Curricula: A Global Survey of Higher Education Institutions. 1958 Kenneth C. C. Yang, Department of Communication, The University of Texas at El Paso, El Paso, USA Yowei Kang, Department of Oceanic Cultural Creative Design Industries, National Taiwan Ocean University, Keelung, Taiwan Chapter 96 How Big Data Transforms Manufacturing Industry: A Review Paper. 1974 Victor I. C. Chang, Xi ’an Jiaotong-Liverpool University, Suzhou, China Wanxuan Lin, Xi ’an Jiaotong-Liverpool University, Suzhou, China Index XXV |
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