On ordered weighted averaging aggregation operators in multicriteria decisionmaking
IEEE Transactions on Systems, Man and Cybernetics
Fuzzy Sets and Systems
Subjective assessment of mental workload: a fuzzy linguistic multi-criteria approach
Fuzzy Sets and Systems
A rational consensus model in group decision making using linguistic assessments
Fuzzy Sets and Systems
Fuzzy sets and decision analysis
Fuzzy Sets and Systems - Special issue: fuzzy sets: where do we stand? Where do we go?
Possibility Theory, Probability Theory and Multiple-Valued Logics: A Clarification
Annals of Mathematics and Artificial Intelligence
Aggregation operators for selection problems
Fuzzy Sets and Systems - Special issue: Soft decision analysis
An "orderwise" polynomial regression procedure for fuzzy data
Fuzzy Sets and Systems
Representing and Solving Decision Problems with Limited Information
Management Science
Developing a projects evaluation system based on multiple attribute value theory
Computers and Operations Research
Compromise ratio method for fuzzy multi-attribute group decision making
Applied Soft Computing
Uncertainty Aversion with Second-Order Utilities and Probabilities
Management Science
Combining fuzzy AHP with MDS in identifying the preference similarity of alternatives
Applied Soft Computing
Towards a distributed fuzzy decision making system
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Fuzzy modeling for intelligent decision making under uncertainty
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Enhancement of TOPSIS using compound linguistic ordinal scale and cognitive pairwise comparison
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Development of an enterprise decision platform: Service-Oriented Architecture approach
International Journal of Intelligent Information and Database Systems
A linguistic consensus model for Web 2.0 communities
Applied Soft Computing
Environmental Modelling & Software
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Knowledge which is imperfect creates obstructions in the operational parameter setting (OPS) of the functions of decision making; however it is relatively inexpensive to obtain the data to fill the knowledge gap by taking subjective measures. The collection of human experience data through individual subjective assessments tends to be aggregated as being of more objective value. This paper proposes a Linguistic Possibility-Probability Aggregation Model (LPPAM) to address this problem of OPS. LPPAM includes a Compound Linguistic Ordinal Scales model as a rating interface to improve the quality of data collection. The CLOS model addresses the problems with consistency, such as in the linguistic choices, accuracy of linguistic representation of numbers and bias of rating dilemmas. LPPAM also contains a multi-expert and multi-attribute aggregation model, which is to derive meaningful arguments fitting the setting of operation parameters. Five algorithms are used for LPPAM. The significance of LPPAM is that it can be applied in group multi-criteria decision problems and large scale survey systems. To validate the proposed framework, with a comparison with the Analytical Network Process (ANP), a R&D project selection problem is given.