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Essentials of Business Analytics
Through examples and a case study, we shall learn how to apply data analytics to supply chain management with the intention to diagnose and optimize the value generation processes of goods and services, for significant business value.
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https://www.forbes.com/companies/rakuten/ (accessed on Mar 26, 2018).
SAP HANA is an in-memory RDBMS of SAP, Inc.
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Zurück zum Zitat Accenture Global Operations Megatrends Study. (2014). Big data analytics in supply chain: Hype or here to stay? Dublin: Accenture. Accenture Global Operations Megatrends Study. (2014).
Big data analytics in supply chain: Hype or here to stay? Dublin: Accenture.
Zurück zum Zitat Baljko, J. (2013, May 3). Betting on analytics as supply chain’s next big thing. Retrieved December 30, 2016, from http://www.ebnonline.com/author.asp?section_id=1061&doc_id=262988 &itc=velocity_ticker. Baljko, J. (2013, May 3).
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Zurück zum Zitat Bisk. (2016). How to manage the bullwhip effect on your supply chain. Retrieved December 30, 2016, from http://www.usanfranonline.com/resources/supply-chain-management/how-to-manage-the-bullwhip-effect-on-your-supply-chain/. Bisk. (2016).
How to manage the bullwhip effect on your supply chain. Retrieved December 30, 2016, from
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Zurück zum Zitat Bodenstab, J. (2015, January 27). Retrieved December 30, 2016, from http://blog.toolsgroup.com/en/multi-echelon-inventory-optimization-fast-time-to-benefit. Bodenstab, J. (2015, January 27). Retrieved December 30, 2016, from
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Zurück zum Zitat Chandrasekaran, P. (2014, March 19). How big data is relevant to commodity markets. Retrieved December 30, 2016, from http://www.thehindubusinessline.com/markets/commodities/how-big-data-is-relevant-to-commodity-markets/article5805911.ece. Chandrasekaran, P. (2014, March 19).
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Zurück zum Zitat Columbus, L. (2016, December 18) McKinsey’s 2016 analytics study defines the future of machine learning. Retrieved December 30, 2016, from http://www.forbes.com/sites/louiscolumbus/2016/12/18/mckinseys-2016-analytics-study-defines-the-future-machine-learning/#614b73d9d0e8. Columbus, L. (2016, December 18)
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Zurück zum Zitat Deloitte Consulting. (2014). Supply chain talent of the future findings from the 3rd annual supply chain survey. Retrieved December 27, 2016, from https://www2.deloitte.com/content/dam/Deloitte/global/Documents/Process-and-Operations/gx-operations-supply-chain-talent-of-the-future-042815.pdf. Deloitte Consulting. (2014).
Supply chain talent of the future findings from the 3rd annual supply chain survey. Retrieved December 27, 2016, from
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Zurück zum Zitat Ferreira, K. J., Lee, B. H. A., & Simchi-Levi, D. (2015). Analytics for an online retailer: Demand forecasting and price optimization. Manufacturing & Service Operations Management, 18(1), 69–88. CrossRef Ferreira, K. J., Lee, B. H. A., & Simchi-Levi, D. (2015). Analytics for an online retailer: Demand forecasting and price optimization.
Manufacturing & Service Operations Management, 18(1), 69–88.
CrossRef
Zurück zum Zitat G20 Trade Ministers Meeting. (2014, July 19). Global value chains: Challenges, opportunities, and implications for policy. Retrieved December 30, 2016, from https://www.oecd.org/tad/gvc_report_g20_july_2014.pdf. G20 Trade Ministers Meeting. (2014, July 19).
Global value chains: Challenges, opportunities, and implications for policy. Retrieved December 30, 2016, from
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Zurück zum Zitat Gilmore, D. (2008, August 28). Supply chain news: What is inventory optimization? Retrieved December 30, 2016, from http://www.scdigest.com/assets/firstthoughts/08-08-28.php. Gilmore, D. (2008, August 28).
Supply chain news: What is inventory optimization? Retrieved December 30, 2016, from
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Zurück zum Zitat Gopalakrishnan, S. (2016, July 22). App way to track toilet demand. Retrieved December 30, 2016, from http://www.indiawaterportal.org/articles/app-way-track-toilet-demand. Gopalakrishnan, S. (2016, July 22).
App way to track toilet demand. Retrieved December 30, 2016, from
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Zurück zum Zitat Heikell, L. (2015, August 17). Connected cows help farms keep up with the herd. Microsoft News Center. Retrieved December 30, 2016, from https://news.microsoft.com/features/connected-cows-help-farms-keep-up-with-the-herd/#sm.00001iwkvt0awzd5ppu5pahjfsks0. Heikell, L. (2015, August 17).
Connected cows help farms keep up with the herd. Microsoft News Center. Retrieved December 30, 2016, from
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Zurück zum Zitat Hendricks, K., & Singhal, V. R. (June 2015). The effect of supply chain disruptions on long-term shareholder value, profitability, and share price volatility. Retrieved January 7, 2017, from http://www.supplychainmagazine.fr/TOUTE-INFO/ETUDES/singhal-scm-report.pdf. Hendricks, K., & Singhal, V. R. (June 2015).
The effect of supply chain disruptions on long-term shareholder value, profitability, and share price volatility. Retrieved January 7, 2017, from
http://www.supplychainmagazine.fr/TOUTE-INFO/ETUDES/singhal-scm-report.pdf.
Zurück zum Zitat Hicks, H. (2012, March). Managing supply chain disruptions. Retrieved December 30, 2016, from http://www.inboundlogistics.com/cms/article/managing-supply-chain-disruptions/. Hicks, H. (2012, March).
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Zurück zum Zitat Ho, J. (2015, August 19). The ten most innovative companies in Asia 2015. Retrieved December 30, 2016, from http://www.forbes.com/sites/janeho/2015/08/19/the-ten-most-innovative-companies-in-asia-2015/#3c1077d6465c. Ho, J. (2015, August 19).
The ten most innovative companies in Asia 2015. Retrieved December 30, 2016, from
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Zurück zum Zitat Lee, H. L., Padmanabhan, V., & Whang, S. (1997, April 15). The bullwhip effect in supply chains. Retrieved December 30, 2016, from http://sloanreview.mit.edu/article/the-bullwhip-effect-in-supply-chains/. Lee, H. L., Padmanabhan, V., & Whang, S. (1997, April 15).
The bullwhip effect in supply chains. Retrieved December 30, 2016, from
http://sloanreview.mit.edu/article/the-bullwhip-effect-in-supply-chains/.
Zurück zum Zitat O’Marah, K., John, G., Blake, B., Manent, P. (2014, September). SCM World’s the chief supply chain officer report. Retrieved December 30, 2016, from https://www.logility.com/Logility/files/4a/4ae80953-eb43-49f4-97d7-b4bb46f6795e.pdf. O’Marah, K., John, G., Blake, B., Manent, P. (2014, September).
SCM World’s the chief supply chain officer report. Retrieved December 30, 2016, from
https://www.logility.com/Logility/files/4a/4ae80953-eb43-49f4-97d7-b4bb46f6795e.pdf.
Zurück zum Zitat Pontius, N. (2016, September 24). Top 30 inventory management, control and tracking apps. Retrieved December 30, 2016, from https://www.camcode.com/asset-tags/inventory-management-apps/. Pontius, N. (2016, September 24).
Top 30 inventory management, control and tracking apps. Retrieved December 30, 2016, from
https://www.camcode.com/asset-tags/inventory-management-apps/.
Zurück zum Zitat Rafique, R., Mun, K. G., & Zhao, Y. (2014). Apple vs. Samsung – Supply chain competition. Case study. Newark, NJ; New Brunswick, NJ: Rutgers Business School. Rafique, R., Mun, K. G., & Zhao, Y. (2014).
Apple vs. Samsung – Supply chain competition. Case study. Newark, NJ; New Brunswick, NJ: Rutgers Business School.
Zurück zum Zitat Sanders, N. R. (2014). Big data driven supply chain management: A framework for implementing analytics and turning information into intelligence. Upper Saddle River, NJ: Pearson Education, Inc.. Sanders, N. R. (2014).
Big data driven supply chain management: A framework for implementing analytics and turning information into intelligence. Upper Saddle River, NJ: Pearson Education, Inc..
Zurück zum Zitat Sangam, V. (2010, September 2). Inventory optimization. Supply Chain World Blog. Retrieved December 30, 2016. Sangam, V. (2010, September 2).
Inventory optimization. Supply Chain World Blog. Retrieved December 30, 2016.
Zurück zum Zitat Simchi-Levi, D., Kaminsky, F., & Simchi-Levi, E. (2008). Designing and managing the supply chain: Concepts, strategies, and case studies. New York, NY: McGraw-Hill Irwin. Simchi-Levi, D., Kaminsky, F., & Simchi-Levi, E. (2008).
Designing and managing the supply chain: Concepts, strategies, and case studies. New York, NY: McGraw-Hill Irwin.
Zurück zum Zitat Simchi-Levi, D., Schmidt, W., & Wei, Y. (2014). From superstorms to factory fires - Managing unpredictable supply-chain disruptions. Harvard Business Review., 92, 96 Retrieved from https://hbr.org/2014/01/from-superstorms-to-factory-fires-managing-unpredictable-supply-chain-disruptions. Simchi-Levi, D., Schmidt, W., & Wei, Y. (2014). From superstorms to factory fires - Managing unpredictable supply-chain disruptions.
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Zurück zum Zitat Szwast, S. (2014). UPS 2014 healthcare white paper series – Supply chain management. Retrieved December 30, 2016, from https://www.ups.com/media/en/UPS-Supply-Chain-Management-Whitepaper-2014.pdf. Szwast, S. (2014).
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Zurück zum Zitat Vollmann, T., Berry, W., Whybark, D. C., & Jacobs, F. R. (2010). Manufacturing planning and control systems for supply chain management (6th ed.). Noida: Tata McGraw-Hill Chapters 3 and 4. Vollmann, T., Berry, W., Whybark, D. C., & Jacobs, F. R. (2010).
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Zurück zum Zitat Zipkin, P. (2000). Foundations of inventory management. New York, NY: McGraw-Hill Higher Education. Zipkin, P. (2000).
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- Titel
- Supply Chain Analytics
- DOI
- https://doi.org/10.1007/978-3-319-68837-4_24
- Autor:
-
Yao Zhao
- Sequenznummer
- 24
- Kapitelnummer
- Chapter 24