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A covenant with transparency: opening the black box of models
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Communications of the ACM archive
Volume 48 ,  Issue 5  (May 2005) table of contents
Adaptive complex enterprises
Pages: 93 - 97  
Year of Publication: 2005
ISSN:0001-0782
Authors
Kenneth R. Fleischmann  Florida State University, Tallahassee, FL
William A. Wallace  Florida State University, Tallahassee, FL
Publisher
ACM  New York, NY, USA
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Downloads (6 Weeks): 9,   Downloads (12 Months): 68,   Citation Count: 6
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ABSTRACT

One important ethical aspect of the use of models for decision making is the relative power of the various actors involved in decision support: the modelers, the clients, the users, and those affected by the model. Each has a different stake in the design of decision support models, and the outcome of modeling depends on both the technical attributes of the model and the relationships among the relevant actors. Increasing the transparency of the model can significantly improve these relationships. Here, we explore the importance of transparency in the design and use of decision support models.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

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Crapo, A.W. A Cognitive-Theoretic Approach to the Visual Representation of Modeling Context. Ph.D. Dissertation, Rensselaer Polytechnic Institute, Troy, NY, 2002.
 
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Leet, E.H. and Wallace, W.A. Society's role in the ethics of modeling. Ethics in Modeling, W.A. Wallace, Ed. Elsevier, Tarrytown, NY, 1994.
 
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Mason, R.O. Four ethical issues of the information age. MIS Q. 10, 1 (Mar. 1986), 5---12.
 
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Mason, R.O. Morality and models. Ethics in Modeling, W.A. Wallace, Ed. Elsevier, Tarrytown, NY, 1994.
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Mason, R.O. Personal communication, 2003.
 
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Collaborative Colleagues:
Kenneth R. Fleischmann: colleagues
William A. Wallace: colleagues