• Corpus ID: 1238230

STAKEHOLDER CONSULTATION FOR BAYESIAN DECISION SUPPORT SYSTEMS IN ENVIRONMENTAL MANAGEMENT

@inproceedings{Baran2004STAKEHOLDERCF,
  title={STAKEHOLDER CONSULTATION FOR BAYESIAN DECISION SUPPORT SYSTEMS IN ENVIRONMENTAL MANAGEMENT},
  author={Eric Baran and Teemu Jantunen},
  year={2004}
}
Environmental management is a field where the number of variables, their interactions and feed-back loops require tools to integrate information, build scenarios and support decision-making. Among the various kinds of Decision Support Systems, Bayesian Belief networks have proven to be quite useful as they can integrate quantitative information as well as qualitative expert knowledge. Beyond knowledge integration, the consultations also help clarifying what is at stake, how variables interact… 

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References

SHOWING 1-10 OF 37 REFERENCES
Decision Aiding, Not Dispute Resolution: Creating Insights through Structured Environmental Decisions
Public participation in environmental decisions has become commonplace. A favored model for public input is to use the tools of dispute resolution to seek consensus among members of a multi-party
The Quality of Stakeholder‐Based Decisions
  • Thomas C. Beierle
  • Political Science
    Risk analysis : an official publication of the Society for Risk Analysis
  • 2002
TLDR
The case-study record suggests that there should be little concern that stakeholder processes are resulting in low-quality decisions, and the majority of cases contain evidence of stakeholders improving decisions over the status quo; adding new information, ideas, and analysis; and having adequate access to technical and scientific resources.
Bayesian Belief Network Model for the Safety Assessment of Nuclear Computer-based Systems
TLDR
This model is developed from the perspective of an independent safety assessor who is presented with the task of evaluating evidence from disparate sources, and obliges the modeller to be very explicit about assumptions concerning probabilistic dependencies, correlations, and causal relationships.
Collaborative decision making and intelligent reasoning in judge advisor systems
TLDR
This paper analyzes the collaborative aspects of the use of Raven and CoRaven using the judge advisor system model to apply judgment and decision making research to collaborative problem solving.
Adapting Science to Adaptive Managers: Spidergrams, Belief Models, and Multi-agent Systems Modeling
Two case studies are presented in which models were used as focal tools in problems associated with common-pool resource management in developing countries. In the first case study, based in
Embracing Uncertainty: The Interface of Bayesian Statistics and Cognitive Psychology
Ecologists working in conservation and resource management are discovering the importance of using Bayesian analytic methods to deal explicitly with uncertainty in data analyses and decision making.
Participatory decision making in reservoir planning
The technologies and methods for integrated planning and management of water resource systems have matured considerably over the past decades. However, relatively few of them have been actually and
...
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