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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
A New Algorithm For Protecting Aggregate Business Microdata Via A Remote System, Yue Ma, Yan-Xia Lin, James O. Chipperfield, John Newman, Victoria Leaver
A New Algorithm For Protecting Aggregate Business Microdata Via A Remote System, Yue Ma, Yan-Xia Lin, James O. Chipperfield, John Newman, Victoria Leaver
Faculty of Engineering and Information Sciences - Papers: Part A
Releasing business microdata is a challenging problem for many statistical agencies. Businesses with distinct continuous characteristics such as extremely high income could easily be identified while these businesses are normally included in surveys representing the population. In order to provide data users with useful statistics while maintaining confidentiality, some statistical agencies have developed online based tools to allow users to specify and request tables created from microdata. These tools only release perturbed cell values generated from automatic output perturbation algorithms in order to protect each underlying observation against various attacks, such as differencing attacks. An example of the perturbation algorithms …
A Conceptual Model For The Application Of Business Analytics In The Horizontal Strategic Alliance, John Janosko, Tingru Cui, S K. Lau
A Conceptual Model For The Application Of Business Analytics In The Horizontal Strategic Alliance, John Janosko, Tingru Cui, S K. Lau
Faculty of Engineering and Information Sciences - Papers: Part A
The formation of strategic alliances amongst organisations has grown in recent years as globalisation has opened new markets for firms to pursue. It is of ever-increasing importance that organisations have a thorough understanding of the performance of their alliance to achieve competitive advantage. However, much research on strategic alliance has focused on examining the organisations within the alliance rather than focusing on the alliance itself. Using the new discipline of business analytics, this paper proposes a hierarchical model blending the functional roles of business analytics with data standardisation and context mediation frameworks to allow business analytics to be applied to …