TY - CHAP
T1 - RPD-based hypothesis reasoning for cyber situation awareness
AU - Yen, John
AU - McNeese, Michael
AU - Mullen, Tracy
AU - Hall, David
AU - Fan, Xiaocong
AU - Liu, Peng
PY - 2010
Y1 - 2010
N2 - Intelligence workers such as analysts, commanders, and soldiers often need a hypothesis reasoning framework to gain improved situation awareness of the highly dynamic cyber space. The development of such a framework requires the integration of interdisciplinary techniques, including supports for distributed cognition (human-in-the-loop hypothesis generation), supports for team collaboration (identification of information for hypothesis evaluation), and supports for resourceconstrained information collection (hypotheses competing for information collection resources). We here describe a cognitively-inspired framework that is built upon Klein's recognition-primed decision model and integrates the three components of Endsley's situation awareness model. The framework naturally connects the logic world of tools for cyber situation awareness with the mental world of human analysts, enabling the perception, comprehension, and prediction of cyber situations for better prevention, survival, and response to cyber attacks by adapting missions at the operational, tactical, and strategic levels.
AB - Intelligence workers such as analysts, commanders, and soldiers often need a hypothesis reasoning framework to gain improved situation awareness of the highly dynamic cyber space. The development of such a framework requires the integration of interdisciplinary techniques, including supports for distributed cognition (human-in-the-loop hypothesis generation), supports for team collaboration (identification of information for hypothesis evaluation), and supports for resourceconstrained information collection (hypotheses competing for information collection resources). We here describe a cognitively-inspired framework that is built upon Klein's recognition-primed decision model and integrates the three components of Endsley's situation awareness model. The framework naturally connects the logic world of tools for cyber situation awareness with the mental world of human analysts, enabling the perception, comprehension, and prediction of cyber situations for better prevention, survival, and response to cyber attacks by adapting missions at the operational, tactical, and strategic levels.
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U2 - 10.1007/978-1-4419-0140-8_3
DO - 10.1007/978-1-4419-0140-8_3
M3 - Chapter
AN - SCOPUS:84882775734
SN - 9781441901392
T3 - Advances in Information Security
SP - 39
EP - 49
BT - Cyber Situational Awareness
A2 - Jajodia, Sushil
A2 - Liu, Peng
A2 - Swarup, Vipin
A2 - Wang, Cliff
ER -