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https://hdl.handle.net/20.500.14279/18411
Τίτλος: | Parsimonious Analogical Reasoning for Smart Decision Support in Network-enabled Environments: Managing Situational Awareness | Συγγραφείς: | Louvieris, Panos Gregoriades, Andreas Mashanovich, Natasha White, Gareth |
Major Field of Science: | Engineering and Technology | Field Category: | Electrical Engineering - Electronic Engineering - Information Engineering | Λέξεις-κλειδιά: | Cognitive Domain Issues;C2 Modelling and Simulation;Network Centric Metrics | Ημερομηνία Έκδοσης: | 2006 | Πηγή: | 11th ICCRTS Coalition Command and Control in the Networked Era | Conference: | Coalition Command and Control in the Networked Era | Περίληψη: | How information is managed and exploited to support commanders’ intuitive decision making during the execution of a plan is a key consideration in the development of a true networked enabled capability (NEC). While the benefits of NEC are laudable i.e. better networks, better information sharing and situational awareness, better decisions, better actions and better effects, commanders and their staff are nevertheless faced with an overwhelming amount of data; in practice, this can often lead to inconsistent perspectives and tempo stagnation impeding decision and operational effectiveness. Therefore reducing the information volume requirement and servicing commanders’ critical information requirements (CCIRs) through parsimonious information fusion is fundamental to maintaining situational awareness (SA) in the battlespace and achieving decision effectiveness. This paper outlines and demonstrates an analogical reasoning approach for smart decision support in NEC which employs soft Case Based Reasoning (CBR) techniques incorporating Critical Success Factors (CSFs). The effectiveness of this approach is illustrated using a war-gaming case study implemented on a Computer Generated Forces (CGF) test-bed. | URI: | https://hdl.handle.net/20.500.14279/18411 | Type: | Conference Papers | Affiliation: | University of Surrey |
Εμφανίζεται στις συλλογές: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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Parsimonious Analogical Reasoning.pdf | 264.42 kB | Adobe PDF | Δείτε/ Ανοίξτε |
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