دانلود کتاب Data Science and Digital Business

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Front Matter ....Pages i-viii
Introduction to Data Science and Digital Business (Fausto Pedro García Márquez, Benjamin Lev)....Pages 1-6
Data Management and Visualization Using Big Data Analytics (Muhammad Adeel Mannan, Saboohi Mehmood, Muhammad Shafiq, Aqeel-ur-Rehman)....Pages 7-22
Data Science and Digital Business (Lei Bu, Feng Wang)....Pages 23-40
Data Science and Conversational Interfaces: A New Revolution in Digital Business (David Griol, Zoraida Callejas)....Pages 41-56
After 2017: Managers Exit and Banks Arise (Takafumi Mizuno)....Pages 57-63
Synergies Between Association Rules and Collaborative Filtering in Recommender System: An Application to Auto Industry (Liming Yao, Zhongwen Xu, Xiaoyang Zhou, Benjamin Lev)....Pages 65-80
Information Security Research Challenges in the Process of Digitizing Business: A Review Based on the Information Security Model of IBM (Jason X. S. Wu, Shan Liu)....Pages 81-119
Deploying a Scalable Data Science Environment Using Docker (Sergio Martín-Santana, Carlos J. Pérez-González, Marcos Colebrook, José L. Roda-García, Pedro González-Yanes)....Pages 121-146
Clean up CHAOS and Use E-CRM (A Digital Concept) to Expand the Business: A Case of Pakistan (Hina Amin, Abdullah Khan)....Pages 147-156
Furthering Big Data Utilization in Tourism (Masahide Yamamoto)....Pages 157-171
C-LASSO Estimator for Generalized Additive Logistic Regression Based on B-Spline (Pakize Taylan, Gerhard Wilhelm Weber)....Pages 173-190
An Efficient Bundle-Like Algorithm for Data-Driven Multi-objective Bi-level Signal Design for Traffic Networks with Hazardous Material Transportation (Suh-Wen Chiou)....Pages 191-220
Advanced Regression Models: Least Squares, Nonlinear, Poisson and Binary Logistics Regression Using R (William P. Fox, Jesse Hammond)....Pages 221-262
Student Desertion: What Is and How Can It Be Detected on Time? (Jonathan Vásquez, Jaime Miranda)....Pages 263-283
Bioelectric Potential Plant (Imam Tahyudin, Hidetaka Nambo)....Pages 285-299
False Alarms Management by Data Science (Ana María Peco Chacón, Fausto Pedro García Márquez)....Pages 301-316