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Full-Text Articles in Business
Leveraging Decision Making In Cyber Security Analysis Through Data Cleaning, Chen Zhong, Hong Liu, Awny Alnusair
Leveraging Decision Making In Cyber Security Analysis Through Data Cleaning, Chen Zhong, Hong Liu, Awny Alnusair
Southwestern Business Administration Journal
Security Operations Centers (SOCs) have been built in many institutions for intrusion detection and incident response. A SOC employs various cyber defense technologies to continually monitor and control network traffic. Given the voluminous monitoring data, cyber security analysts need to identify suspicious network activities to detect potential attacks. As the network monitoring data are generated at a rapid speed and contain a lot of noise, analysts are so bounded by tedious and repetitive data triage tasks that they can hardly concentrate on in-depth analysis for further decision making. Therefore, it is critical to employ data cleaning methods in cyber situational …
Task-Representation Fit’S Impact On Cognitive Effort In The Context Of Decision Timeliness And Accuracy: A Cognitive Fit Perspective, Dinko Bacic, Raymond M. Henry
Task-Representation Fit’S Impact On Cognitive Effort In The Context Of Decision Timeliness And Accuracy: A Cognitive Fit Perspective, Dinko Bacic, Raymond M. Henry
Business Faculty Publications
Cognitive fit theory (CFT) has emerged as a dominant theoretical lens to explain decision performance when using data representations to solve decision making tasks. Despite the apparent consensus regarding cognitive effort's theoretical criticality in CFT-based research, researchers have made limited attempts to evaluate and empirically measure cognitive effort and its impact. Unlike prior CFT-based literature that has theorized only the role of cognitive effort, in our empirical study, we presented information and tasks to 68 participants and directly measured cognitive effort to understand how cognitive fit impacts it and how it impacts decision performance. We found that 1) cognitive fit …