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SPECIAL ISSUE: BUSINESS INTELLIGENCE RESEARCH

BUSINESS INTELLIGENCE AND ANALYTICS:
FROM BIG DATA TO BIG IMPACT
Hsinchun Chen
Eller College of Management, University of Arizona,
Tucson, AZ 85721 U.S.A. {hchen@eller.arizona.edu}

Roger H. L. Chiang
Carl H. Lindner College of Business, University of Cincinnati,
Cincinnati, OH 45221-0211 U.S.A. {chianghl@ucmail.uc.edu}

Veda C. Storey
J. Mack Robinson College of Business, Georgia State University,
Atlanta, GA 30302-4015 U.S.A. {vstorey@gsu.edu}

Business intelligence and analytics (BI&A) has emerged as an important area of study for both practitioners and researchers, reflecting the magnitude and impact of data-related problems to be solved in contemporary business organizations. This introduction to the MIS Quarterly Special Issue on Business Intelligence Research first provides a framework that identifies the evolution, applications, and emerging research areas of BI&A.
BI&A 1.0, BI&A 2.0, and BI&A 3.0 are defined and described in terms of their key characteristics and capabilities. Current research in BI&A is analyzed and challenges and opportunities associated with BI&A research and education are identified. We also report a bibliometric study of critical BI&A publications, researchers, and research topics based on more than a decade of related academic and industry publications.
Finally, the six articles that comprise this special issue are introduced and characterized in terms of the proposed BI&A research framework.
Keywords: Business intelligence and analytics, big data analytics, Web 2.0

Introduction
Business intelligence and analytics (BI&A) and the related field of big data analytics have become increasingly important in both the academic and the business communities over the past two decades. Industry studies have highlighted this significant development. For example, based on a survey of over 4,000 information technology (IT) professionals from 93 countries and 25



References: Adomavicius, G., and Tuzhilin, A. 2005. “Toward the Next Generation of Recommender Systems: A Survey of the State-ofthe-Art and Possible Extensions,” IEEE Transactions on Anderson, C. 2004. “The Long Tail,” WIRED Magazine (12:10) (http://www.wired.com/wired/archive/12.10/tail.html). Associated Press. 2012. “Columbia U Plans New Institute for Data Sciences,” July 30 (http://www.cbsnews.com/8301-505245_16257482466/columbia-u-plans-new-institute-for-data-sciences/, accessed August 3, 2012). Barabási, A. 2003. Linked: How Everything Is Connected to Everything Else and What it Means for Business, Science, and Batagelj, V., and Mrvar, A. 1998. “Pajek: A Program for Large Network Analysis,” Connections (21), pp Bettencourt, L. M.A., Cintrón-Arias, A., Kaiser, D. I., and CastilloChávez, C. 2006. “The Power of a Good Idea: Quantitative Modeling of the Spread of Ideas from Epidemiological Models,” Bitterer, A. 2011. “Hype Cycle for Business Intelligence,” Gartner, Inc., Stamford, CT. Blei, D. M. 2012. “Probabilistic Topic Models,” Communications of the ACM (55:4), pp Bloomberg Businessweek. 2011. “The Current State of Business Analytics: Where Do We Go from Here?,” Bloomberg Business- Borgatti, S. P., Everett, M. G., and Freeman, L. C. 2002. UCInet for Windows: Software for Social Network Analysis, Harvard, Brantingham, P. L. 2011. “Computational Criminology,” Keynote Address to the European Intelligence and Security Informatics Brin, S.,and Page, L. 1998. “The Anatomy of a Large-Scale Hypertextual Web Search Engine,” Computer Network and ISDN Systems (30), pp Brumfiel, G. 2911, “High-Energy Physics: Down the Petabyte Highway,” Nature (469), pp Chaudhuri, S., Dayal, U., and Narasayya, V. 2011. “An Overview of Business Intelligence Technology,” Communications of the Chen, H. 2006. Intelligence and Security Informatics for International Security: Information Sharing and Data Mining, New York: Springer. Chen, H. 2009. “AI, E-Government, and Politics 2.0,” IEEE Intelligent Systems (24:5), pp Chen, H. 2011a. “Design Science, Grand Challenges, and Societal Impacts,” ACM Transactions on Management Information Chen, H. 2011b. “Smart Health and Wellbeing,” IEEE Intelligent Systems (26:5), pp Chen, H. 2012. Dark Web: Exploring and Mining the Dark Side of the Web, New york: Springer. Chen, H., Reid, E., Sinai, J., Silke, A., and Ganor, B. (eds.). 2008. Chiang, R. H. L., Goes, P., and Stohr, E. A. 2012. “Business Intelligence and Analytics Education and Program Development: Davenport, T. H. 2006. “Competing on Analytics,” Harvard Business Review (84:1), p Doan, A., Ramakrishnan, R., and Halevy, A. Y. 2011. “Crowdsourcing Systems on the World-Wide Web,” Communications of the ACM (54:4), pp Fortunato, S. 2010. “Community Detection in Graphs,” Physics Reports (486:3-5), pp Frank, O., and Strauss, D. 1986. “Markov Graphs,” Journal of the American Statistical Association (81:395), pp Freeman, T. 2005. The World is Flat: A Brief History of the Twenty-First Century, New York: Farrar, Straus, and Giroux. Gelfand, A. 2011/2012. “Privacy and Biomedical Research: Building a Trust Infrastructure—An Exploration of Data-Driven http://biomedicalcomputationreview.org/content/privacy-andbiomedical-research-building-trust-infrastructure, accessed August 2, 2012). Hanauer, D. A. , Rhodes, D. R., and Chinnaiyan, A. M. 2009. Henschen, D. 2011. “Why All the Hadoopla?” Information Week, November 14, pp Hevner, A., March, S. T., Park, J., and Ram. S. 2004. “Design Science Research in Information Systems,” MIS Quarterly Hirsch, J. E. 2005. “An Index to Quantify an Individual’s Scientific Research Output,” Proceedings of the National Academy of

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