Abstract
The problem of assessing the value of a candidate is viewed here as a multiple combination problem. On the one hand a candidate can be evaluated according to different criteria, and on the other hand several experts are supposed to assess the value of candidates according to each criterion. Criteria are not equally important, experts are not equally competent or reliable. Moreover levels of satisfaction of criteria, or levels of confidence are only assumed to take their values in qualitative scales which are just linearly ordered. The problem is discussed within the framework of possibility theory which offers a qualitative setting for handling it.
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Salem Benferhat, Didier Dubois, and Henri Prade. Syntactic combination of uncertain information: A possibilistic approach qualitative and quantitative practical reasoning. In Proc. of the 1st Inter. Joint Conf. ECSQARU/FAPR’97, Bad Honnef, Germany, June 9-12, volume 1244, pages 30–42. Springer Verlag, Berlin, 1997.
Ranjit Biswas. An application of fuzzy sets in students’ evaluation. Fuzzy Sets Systems, 74:187–194, 1995.
Didier Dubois and Henri Prade. Ranking fuzzy numbers in the setting of possibility theory. Inf. Sci., 30, 1983.
Didier Dubois and Henri Prade. Decision making under fuzzy constraints and fuzzy criteria-mathematical programming vs. rule-based system approach. In In: Fuzzy Optimization-Recent Advances (M. Delgado, J. Kacprzyk, J.L. Verdegay, M.A. Vila, eds.), Physica-Verlag, pages 21–32, 1994.
Didier Dubois and Henri Prade. Possibility theory and data fusion in poorly informed environments. Control Engineering Practice,2(5):811–823, 1994.
Didier Dubois and Henri Prade. Possibility theory as a basis for qualitative decision theory. In Proc. of the 14th Inter. Joint Conf. on Artificial Intelligence (IJCAI’95), Montréal, Canada, pages 1924–1930, 1995.
Didier Dubois and Henri Prade. Fuzzy criteria and fuzzy rules in subjective evaluation-a general discussion. In Proc. 5th European Congress on Intelligent Techniques and Soft Computing (EUFIT’ 97), Aachen, Germany,September 8-11, pages 975–978, 1997.
Didier Dubois and Henri Prade. Possibility theory: qualitative and quantitative aspects. In In Quantified Representation of Uncertainty and Imprecision(Ph. Smets eds.), Vol. 1 of the Handbook of Defeasible Reasoning and Uncertainty Management Systems (D.M. Gabbay, Ph. Smets, series eds.), pages 169–226. Kluwer Academic Publishers, 1998.
Didier Dubois, Henri Prade, and Régis Sabbadin. A possibilistic logic machinery for qualitative decision. In Proc. of the AAAI’97 Spring Symp. Series on Qualitative Preferences in Deliberation and Practical Reasoning, Stanford, CA, March, pages 47–54, 1997.
Didier Dubois, Henri Prade, and Testemale. Weighted fuzzy pattern matching. Fuzzy Sets and Systems, 28(3):313–331, 1988.
Carlos A. Bana e Costa and Jean-Claude Vansnick. A theoretical framework for measuring attractiveness by a categorical based evaluation technique (macbeth). In XIth Int. Conf. on MCDM, August 1994, Coimbra, Portugal, pages 15–24, 1994.
Club CRIN Logique Floue. Evaluation Subjective-Méthodes, Applications et Enjeux. Association ECRIN, 32 bd. de Vaugirard, 75015 Paris (168p.). This book has been prepared by a working group coordinated by M. Grabisch, 1997.
Michel Grabisch, Hung T. Nguyen, and Elbert A. Walker. Fundamentals of Uncertainty Calculi with Applications to Fuzzy Inference. Kluwer Acad. Publ., 1995.
M. Sugeno. Fuzzy measures and fuzzy integrals: A survey. In In: Fuzzy Automata and Decision Process (eds.), North-Holland, pages 89–102, 1977.
L.A. Zadeh. The concept of a linguistic variable and its application to approximate reasoning. Inform. Sci. Part 1, 8 (1975) 199–249; Part 2, 8 1975 301-357; Part 3 (1975) 43-80, 1975.
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Dubois, D., Grabisch, M., Prade, H. (1999). Assessing the value of a candidate. In: Hunter, A., Parsons, S. (eds) Symbolic and Quantitative Approaches to Reasoning and Uncertainty. ECSQARU 1999. Lecture Notes in Computer Science(), vol 1638. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48747-6_13
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DOI: https://doi.org/10.1007/3-540-48747-6_13
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