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Issue No.06 - Nov.-Dec. (2013 vol.15)
pp: 12-17
Stijn Viaene , Vlerick Business School & KU Leuven
ABSTRACT
It will take a lot of conversation to make data science work. Data scientists can't do it on their own. Success in data science requires a multiskilled project team with data scientists and domain experts working closely together.
INDEX TERMS
Information science, Knowledge management, Information analysis, Business,information technology, data science, analytics, domain experts, big data
CITATION
Stijn Viaene, "Data Scientists Aren't Domain Experts", IT Professional, vol.15, no. 6, pp. 12-17, Nov.-Dec. 2013, doi:10.1109/MITP.2013.93
REFERENCES
1. A. McAfee and E. Brynjolfsson, “Big Data: The Management Revolution,” Harvard Business Rev., Oct. 2012, pp. 60-68.
2. T.H. Davenport and D.J. Patil, “Data Scientist: The Sexiest Job of the 21st Century,” Harvard Business Rev., Oct. 2012, pp. 70-76.
3. R. Boucher Fergusson, “It's All About the Platform: What Walmart and Google Have in Common,” MIT Sloan Management Rev., Dec. 2012; http://sloanreview.mit.edu/articleits-all-about-the-platform-what-walmart-and-google-have-in-common .
4. T. Ohno, Toyota Production System: Beyond Large-Scale Production, Productivity Press, 1998.
5. J. Poelmans et al., “Formally Analysing the Concepts of Domestic Violence,” Expert Systems with Applications, Apr. 2011, pp. 3116-3130.
6. S. Viaene and A. Van den Bunder, “Marketing's Business Transformation at ING Belgium Retail: Becoming Belgium's First Direct Universal Bank,” Vlerick Business School Case Series, VLGMS-1106-C, Sept. 2011.
7. S. Viaene et al., “BPM Quo Vadis? Challenges and Opportunities for Business Process Management,” BPTrends, Sept. 2010, pp. 1-23.
8. S. Viaene and A. Van den Bunder, “The Secrets to Managing Business Analytics Projects,” MIT Sloan Management Rev., Fall 2011, pp. 65-69.
9. S. Viaene and B. Cumps, “CRM Excellence at KLM Royal Dutch Airlines,” Comm. Assoc. for Information Systems, vol. 16, pp. 539-558, 2005.
10. P. Vander Auwera, “Story: Innotribe—A Tribe of Innovators in the Financial Industry,”5 Jan. 2013; www.mixprize.org/storyinnotribe.
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