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Springer Proceedings in Business and Economics

Recent Developments in Data Science and Business Analytics

Proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017)

Editors: Tavana, Madjid, Patnaik, Srikanta (Eds.)

  • Presents cutting edge and rigorously developed papers on data science and business analytics
  • Covers descriptive, predictive, and prescriptive analytics
  • Editors and Keynote Speakers are among the most prestigious in the field
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eBook 130,89 €
price for China (P.R.) (gross)
  • ISBN 978-3-319-72745-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 164,99 €
price for China (P.R.) (gross)
  • ISBN 978-3-319-72744-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.  

About the authors

Madjid Tavana is Professor and Lindback Distinguished Chair of Business Analytics at La Salle University, where he serves as Chairman of the Business Systems and Analytics Department. He also holds an Honorary Professorship in Business Information Systems at the University of Paderborn in Germany. Dr. Tavana is a Distinguished Research Fellow at the Kennedy Space Center, the Johnson Space Center, the Naval Research Laboratory at Stennis Space Center, and the Air Force Research Laboratory. He was recently honored with the prestigious Space Act Award by NASA. He holds an MBA, PMIS, and PhD in Management Information Systems and received his Post-Doctoral Diploma in Strategic Information Systems from the Wharton School at the University of Pennsylvania. He has published 10 books and over 200 research papers in international scholarly academic journals. He is the Editor-in-Chief of Decision AnalyticsInternational Journal of Applied Decision Sciences, International Journal of Management and Decision MakingInternational Journal of Knowledge Engineering and Data MiningInternational Journal of Strategic Decision Sciences, and International Journal of Enterprise Information Systems.

Dr. Tavana is a Senior Lecturer at Rutgers University and the Ecole Supérieure de Commerce Et Management in France. He has served as the President of Alpha Iota Delta (the International Honor Society for Decision Sciences and Information Systems). He has been a Visiting Scholar at the UCLA Anderson Graduate School of Management and held several Visiting Professorship positions in France, Switzerland, Korea, China, Ukraine, and Mexico.

Dr. Srikanta Patnaik is a Professor in the Department of Computer Science and Engineering, SOA University, Bhubaneswar, India. He received his Ph. D. (Engineering) in Computational Intelligence from Jadavpur University, India in 1999 and supervised 12 Ph. D. theses and more than 30 M. Tech theses in the areas of Machine Intelligence, Soft Computing Applications and Re-Engineering. Dr. Patnaik has published more than 60 research papers in international journals and conference proceedings. He is the author of 2 text books and edited 12 books and few invited book chapters, published by leading international publishers like Springer-Verlag, Kluwer Academic, etc.. Dr. Patnaik was the Principal Investigator of TAPTEC project “Building Cognition for Intelligent Robot” sponsored by the All India Council for Technical Education, New Delhi, and Major Research Project “Machine Learning and Perception using Cognition Methods” sponsored by the University Grant Commission. He is the Editor-in-Chief of International Journal of Information and Communication Technology and International Journal of Computational Vision and Robotics  published from Inderscience Publishing House, England, and also Editor-in-chief of Book Series on “Modeling and Optimization in Science and Technology” published by Springer.  Dr. Patnaik has also edited many proceedings volumes, all published by Springer.

 

Table of contents (45 chapters)

  • Research on Differential Pricing and Coordination Mechanism of Second-Class Supply Chain of New Products and Remanufactured Products

    Li, Hubiao

    Pages 3-14

  • A Study on Cooperation Strategies of Dual Channel Supply Chain Based on Service Level

    Ji, Guojun (et al.)

    Pages 15-29

  • The Quality Management of Food Supply Chain in Perspective of Food Safety

    Liu, Gang (et al.)

    Pages 31-36

  • Strategic Customer Behavior with Risk Preference for a Supply Chain Management Based on Double Channel

    Hou, Wanjin (et al.)

    Pages 37-44

  • Competition and Coordination in Single-Supplier Multiple-Retailer Supply Chain

    Du, Jiahang (et al.)

    Pages 45-53

Buy this book

eBook 130,89 €
price for China (P.R.) (gross)
  • ISBN 978-3-319-72745-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 164,99 €
price for China (P.R.) (gross)
  • ISBN 978-3-319-72744-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Recent Developments in Data Science and Business Analytics
Book Subtitle
Proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017)
Editors
  • Madjid Tavana
  • Srikanta Patnaik
Series Title
Springer Proceedings in Business and Economics
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-72745-5
DOI
10.1007/978-3-319-72745-5
Hardcover ISBN
978-3-319-72744-8
Series ISSN
2198-7246
Edition Number
1
Number of Pages
XVI, 505
Number of Illustrations and Tables
35 b/w illustrations, 82 illustrations in colour
Topics