Advanced analytics: opportunities and challenges

By Ranjit Bose. Industrial management & data systems, 2009

335 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

The impact of business analytics on supply chain performance (2010, neutral): “BA are not a technology but a group of approaches, organizational procedures and tools used in combination with one another to gain information, analyze that information, and predict outcomes of problem solutions in any of the four areas of SCOR (Plan, Source, Make, and Deliver) (definition adapted ”
Critical Success Factors for Business Intelligence Systems (2010, positive): “As a result, massive data from many different sources of a large enterprise can be integrated into a coherent body to provide ‘360 degrees’ view of its business [5, 27].”
Exploring the role of customer relationship management (CRM) systems in customer knowledge creation (2014, background): “Data warehouses, data mining and OLAP are analytical systems that are capable of creating extensive knowledge about customer behavior, purchasing trends, and preferences [6,64].”
A unified foundation for business analytics (2014, background): “t outcomes “allow for informed decision making” [92]”
How ‘Big Data’ Can Make Big Impact: Findings from a Systematic Review and a Longitudinal Case Study (2015, neutral): “Bose ( 2009 ) in this regard argued that because all such processes and protocols involve high initial investment, and require substantial change on the organizational processes, vigilant management of such phase in applying advanced analytics is critical.”