Title :
Multi-level subjective effects-based assessment
Author_Institution :
Div. of Inf. Syst., Swedish Defence Res. Agency, Stockholm, Sweden
Abstract :
In this paper we develop a multi-level subjective effects-based assessment method. This method takes subjective assessments regarding activities and effects of a plan as inputs. From these assessments and a cross impact matrix that represents the impact between all elements of the plan we calculate combined assessments for all plan elements. For each activity (and effect) we calculate how much additional assessment value is needed to reach the assessment of the higher-level effect without its local assessment. The discrepancy between assessments received and assessments needed is an indication of relative performance of the activities. The method is based on belief functions and their combination under a generalization of the discounting operation.
Keywords :
inference mechanisms; matrix algebra; sensor fusion; cross impact matrix; effects-based assessment; subjective assessments; Computer integrated manufacturing; Distance measurement; Humans; Information systems; Joints; Matrix decomposition; Planning; Dempster-Shafer theory; Effects-Based Approach to Operations; Effects-Based Assessment; Subjective assessment; belief function; decomposition; information fission; inverse support function; pseudo belief function;
Conference_Titel :
Information Fusion (FUSION), 2010 13th Conference on
Conference_Location :
Edinburgh
Print_ISBN :
978-0-9824438-1-1
DOI :
10.1109/ICIF.2010.5712100