Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within data management and analysis. This edited volume contains practical case studies, and will appeal to students, researchers and professionals working in data management and analysis in the business, education, healthcare, and bioinformatics areas.
Author(s): Reda Alhajj, Mohammad Moshirpour, Behrouz Far
Series: Studies In Big Data Vol. 65
Publisher: Springer
Year: 2020
Language: English
Pages: 261
Tags: Big Data, Data Management
Front Matter ....Pages i-viii
Leveraging Protection and Efficiency of Query Answering in Heterogenous RDF Data Using Blockchain (Sara Hosseinzadeh Kassani, Kevin A. Schneider, Ralph Deters)....Pages 1-15
Big Data Analytics of Twitter Data and Its Application for Physician Assistants: Who Is Talking About Your Profession in Twitter? (Monica Mai, Carson K. Leung, Justin M. C. Choi, Long Kei Ronnie Kwan)....Pages 17-32
An Introductory Multidisciplinary Data Science Course Incorporating Experiential Learning (Nelson Wong, Jalal Kawash)....Pages 33-49
Homogeneous Vs. Heterogeneous Distributed Data Clustering: A Taxonomy (Rasha Kashef, Marium Warraich)....Pages 51-66
Order Acceptance Policy for Make-To-Order Supply Chain (Jun Ma, Yiliu Tu, Ding Feng)....Pages 67-89
Importance of Data Analytics for Improving Teaching and Learning Methods (Mahmood Moussavi, Yasaman Amannejad, Mohammad Moshirpour, Emily Marasco, Laleh Behjat)....Pages 91-101
Prediction Model for Prevalence of Type-2 Diabetes Mellitus Complications Using Machine Learning Approach (Muhammad Younus, Md Tahsir Ahmed Munna, Mirza Mohtashim Alam, Shaikh Muhammad Allayear, Sheikh Joly Ferdous Ara)....Pages 103-116
Face Reconstruction from Profile to Frontal Evaluation of Face Recognition (Salim Afra, Reda Alhajj)....Pages 117-133
A Data Management Scheme for Micro-Level Modular Computation-Intensive Programs in Big Data Platforms (Debasish Chakroborti, Banani Roy, Amit Mondal, Golam Mostaeen, Chanchal K. Roy, Kevin A. Schneider et al.)....Pages 135-153
A Vertical Breadth-First Multilevel Path Algorithm to Find All Paths in a Graph (Maninder Singh, Vaibhav Anu, Gursimran S. Walia)....Pages 155-183
Workflow Provenance for Big Data: From Modelling to Reporting (Rayhan Ferdous, Banani Roy, Chanchal K. Roy, Kevin A. Schneider)....Pages 185-200
A Perspective on “Working with Data” Curriculum Development (Emad A. Mohammed)....Pages 201-212
Approaches for Early Detection of Glaucoma Using Retinal Images: A Performance Analysis (Abdullah Sarhan, Jon Rokne, Reda Alhajj)....Pages 213-238
Binary Thermal Exchange Optimization for Feature Selection (Mohammad Taradeh, Majdi Mafarja)....Pages 239-260
