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Mismanagement or mismeasurement: The application of DEA to generate performance values and insights from big data
(
IGI Global
, 2013 , Book chapter)
Data Envelopment Analysis (DEA) is a well-known frontier valuation method to assess the performance of set of Decision Making Units (DMUs). It derives an overall performance for each DMU based on its efficiency relative ...
A cognitive analytics management framework (CAM-Part 1): SAMAS components, leadership, frontier performance growth, and sustainable shared value
(
IGI Global
, 2013 , Book chapter)
In this chapter, the current world's challenges, shortcomings of strategic performance measurement, and management methodologies are analyzed to introduce the new Cognitive Analytics Management (CAM) framework. CAM uses ...
A cognitive analytics management framework (CAM-Part 2): Societal needs, shared-value models, performance indicators, big data, business analytics models and tools
(
IGI Global
, 2013 , Book chapter)
In Chapter 1, The CAM framework focused on the development of innovative social business models through the usage of frontier data envelopment analysis to measure shared value for a sustainable growth of an organization. ...
A cognitive analytics management framework (CAM-Part 3): Critical Skills shortage, higher education trends, education value chain framework, government strategy
(
IGI Global
, 2013 , Book chapter)
The main objectives of the chapter are to evaluate the impact of the tsunami of big data, business analytics, and technology on the delivery and diffusion of knowledge around the world through the use of Internet-of-things ...