Coverart for item
The Resource Recent developments in data science and business analytics : proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017), Madjid Tavana, Srikanta Patnaik, editors

Recent developments in data science and business analytics : proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017), Madjid Tavana, Srikanta Patnaik, editors

Label
Recent developments in data science and business analytics : proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017)
Title
Recent developments in data science and business analytics
Title remainder
proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017)
Statement of responsibility
Madjid Tavana, Srikanta Patnaik, editors
Contributor
Editor
Subject
Language
eng
Summary
This edited volume is brought out from the contributions of the research papers presented in the International Conference on Data Science and Business Analytics (ICDSBA- 2017), which was held during September 23-25 2017 in ChangSha, China. As we all know, the field of data science and business analytics is emerging at the intersection of the fields of mathematics, statistics, operations research, information systems, computer science and engineering. Data science and business analytics is an interdisciplinary field about processes and systems to extract knowledge or insights from data. Data science and business analytics employ techniques and theories drawn from many fields including signal processing, probability models, machine learning, statistical learning, data mining, database, data engineering, pattern recognition, visualization, descriptive analytics, predictive analytics, prescriptive analytics, uncertainty modeling, big data, data warehousing, data compression, computer programming, business intelligence, computational intelligence, and high performance computing among others. The volume contains 55 contributions from diverse areas of Data Science and Business Analytics, which has been categorized into five sections, namely: i) Marketing and Supply Chain Analytics; ii) Logistics and Operations Analytics; iii) Financial Analytics. iv) Predictive Modeling and Data Analytics; v) Communications and Information Systems Analytics. The readers shall not only receive the theoretical knowledge about this upcoming area but also cutting edge applications of this domains
Member of
Cataloging source
N$T
Dewey number
658.4/013
Illustrations
illustrations
Index
index present
LC call number
HD30.215
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1957-
  • 2017
http://library.link/vocab/relatedWorkOrContributorName
  • Tavana, Madjid
  • Patnaik, Srikanta
  • International Conference on Data Science and Business Analytics
Series statement
Springer proceedings in business and economics
http://library.link/vocab/subjectName
  • Management
  • Decision making
  • Business and Management
  • Operations Research/Decision Theory
  • Big Data/Analytics
  • Business Information Systems
Label
Recent developments in data science and business analytics : proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017), Madjid Tavana, Srikanta Patnaik, editors
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Preface; Acknowledgments; Contents; About the Editors; Part I: Marketing and Supply Chain Analytics; Chapter 1: Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanu...; 1.1 Literature; 1.2 Problem Description and Modeling; 1.2.1 Problem Description and Assumptions; 1.2.2 Parameters of the Model; 1.2.3 Model Establishment; 1.2.3.1 Decentralized Decision; 1.2.3.2 Equation Solving; 1.2.3.3 Centralized Decision; 1.3 Supply Chain Coordination; 1.3.1 Shapley Value Method; 1.3.2 Part Alliance; 1.4 Numerical Analysis
  • 2.4 ConclusionReferences; Chapter 3: The Quality Management of Food Supply Chain in Perspective of Food Safety; 3.1 Introduction; 3.2 Literature Review; 3.3 SCQM Models for Food Safety; 3.3.1 Supplier Selection; 3.3.2 Supplier Participation; 3.3.3 Quality Management Practice; 3.4 Case Study of Yili; 3.4.1 Suppliers Management; 3.4.2 International Quality Control Standard; 3.4.3 Process Quality Control System; 3.5 Discussion and Conclusions; References; Chapter 4: Strategic Customer Behavior with Risk Preference for a Supply Chain Management Based on Double Channel; 4.1 Introduction
  • 4.2 Literature Review4.3 Model of Strategic Customer; 4.3.1 Model Setup and Rational Expectations Equilibrium; 4.3.2 Retailerś and Manufacturerś Strategies; 4.4 Model of Strategic Customer with Risk Preference; References; Chapter 5: Competition and Coordination in Single-Supplier Multiple-Retailer Supply Chain; 5.1 Introduction; 5.2 Literature Review; 5.3 Model; 5.3.1 Basic Setup; 5.3.2 Equilibrium in Centralized Case; 5.3.3 Equilibrium in the Decentralized Case; 5.3.4 Coordination with Two-Part Tariff Mechanism; 5.4 Numerical Example; 5.5 Conclusions; References
  • Chapter 6: Research on the Construction of Enterprise Brand Competitiveness Evaluation System Based on the Integration of SWOT...6.1 Introduction; 6.2 Literature Review; 6.3 Enterprise Brand Competitiveness Evaluation System; 6.4 Evaluation of Enterprise Brand Competitiveness; 6.4.1 Determine Indexes ́Weight by AHP; 6.4.2 The Index Weight of the Enterprise Brand Competitiveness Evaluation System; 6.5 Conclusion and Discussion; References; Chapter 7: Reflections on the Training Mode of E-Commerce Professionals with Improved Practical Exercises and Innovative Abili...; 7.1 Introduction
Control code
SPR1030303361
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319727455
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-72745-5
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030303361
  • (OCoLC)1030303361
Label
Recent developments in data science and business analytics : proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017), Madjid Tavana, Srikanta Patnaik, editors
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Preface; Acknowledgments; Contents; About the Editors; Part I: Marketing and Supply Chain Analytics; Chapter 1: Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanu...; 1.1 Literature; 1.2 Problem Description and Modeling; 1.2.1 Problem Description and Assumptions; 1.2.2 Parameters of the Model; 1.2.3 Model Establishment; 1.2.3.1 Decentralized Decision; 1.2.3.2 Equation Solving; 1.2.3.3 Centralized Decision; 1.3 Supply Chain Coordination; 1.3.1 Shapley Value Method; 1.3.2 Part Alliance; 1.4 Numerical Analysis
  • 2.4 ConclusionReferences; Chapter 3: The Quality Management of Food Supply Chain in Perspective of Food Safety; 3.1 Introduction; 3.2 Literature Review; 3.3 SCQM Models for Food Safety; 3.3.1 Supplier Selection; 3.3.2 Supplier Participation; 3.3.3 Quality Management Practice; 3.4 Case Study of Yili; 3.4.1 Suppliers Management; 3.4.2 International Quality Control Standard; 3.4.3 Process Quality Control System; 3.5 Discussion and Conclusions; References; Chapter 4: Strategic Customer Behavior with Risk Preference for a Supply Chain Management Based on Double Channel; 4.1 Introduction
  • 4.2 Literature Review4.3 Model of Strategic Customer; 4.3.1 Model Setup and Rational Expectations Equilibrium; 4.3.2 Retailerś and Manufacturerś Strategies; 4.4 Model of Strategic Customer with Risk Preference; References; Chapter 5: Competition and Coordination in Single-Supplier Multiple-Retailer Supply Chain; 5.1 Introduction; 5.2 Literature Review; 5.3 Model; 5.3.1 Basic Setup; 5.3.2 Equilibrium in Centralized Case; 5.3.3 Equilibrium in the Decentralized Case; 5.3.4 Coordination with Two-Part Tariff Mechanism; 5.4 Numerical Example; 5.5 Conclusions; References
  • Chapter 6: Research on the Construction of Enterprise Brand Competitiveness Evaluation System Based on the Integration of SWOT...6.1 Introduction; 6.2 Literature Review; 6.3 Enterprise Brand Competitiveness Evaluation System; 6.4 Evaluation of Enterprise Brand Competitiveness; 6.4.1 Determine Indexes ́Weight by AHP; 6.4.2 The Index Weight of the Enterprise Brand Competitiveness Evaluation System; 6.5 Conclusion and Discussion; References; Chapter 7: Reflections on the Training Mode of E-Commerce Professionals with Improved Practical Exercises and Innovative Abili...; 7.1 Introduction
Control code
SPR1030303361
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319727455
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-72745-5
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030303361
  • (OCoLC)1030303361

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