Abstract
The paper proposes to model environmental syndromes based on a soft revision of bipolar information, namely consisting of a set of contextual conditions constraining the flourishing of the syndrome (negative information), and a typical pattern of notable symptoms (positive information) that are indeed proxies of observations of the syndrome occurrence. Three strategies are defined to revise positive information based on negative one with the objective of modeling distinct decision attitudes, both rational cautious and rational precautionary attitudes, taking into account information coherence, and emotional alarming attitude, taking into account only bits of information in order to highlight critical situations.
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References
Barnes, A., Thagard, P.: Emotional decisions. In: Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society, pp. 426–429. Erlbaum (1996)
Benferhat, S., Sossai, C.: Reasoning with multiple-source information in a possibilistic logic framework. Information Fusion 7(1), 80–96 (2006)
Bloch, I.: Information combination operators for Data Fusion: A Comparative Review with Classification. IEEE Trans. Systems, Man, Cybernetics (Part A) 26(1), 52–67 (1996)
Carrara, P., Bordogna, G., Boschetti, M., Brivio, P.A., Nelson, A., Stroppiana, D.: A flexible multi-source spatial data fusion system for environmental status assessment at continental scale. Int. J. of Geographical Information Science 22(7), 781–799 (2008)
Damasio, A.R.: Descartes’ error: Emotion, reason and the human brain. Grosset/Putnam Book, New York (1994)
De Tré, G., Zadrożny, S., Bronselaer, A.J.: Handling bipolarity in elementary que-ries to possibilistic databases. IEEE Trans. on Fuzzy Systems 18(3), 599–612 (2010)
Dubois, D., Hajek, P., Prade, H.: Knowledge-driven versus data-driven logics. J. of Logic, Language, and Information 9, 65–89 (2000)
Dubois, D., Prade, H.: A review of fuzzy set aggregation connectives. Information Sciences 36(1-2), 85–121 (1985)
Dubois, D., Prade, H.: Bipolar Representations in Reasoning, Knowledge Extraction and Decision Processes. In: Greco, S., Hata, Y., Hirano, S., Inuiguchi, M., Miyamoto, S., Nguyen, H.S., Słowiński, R. (eds.) RSCTC 2006. LNCS (LNAI), vol. 4259, pp. 15–26. Springer, Heidelberg (2006)
Dubois, D., Prade, H.: An overview of the asymmetric bipolar representation of positive and negative information in possibility theory. Fuzzy Sets and Systems 160, 1355–1366 (2009)
Grabisch, M., Labreuche, C.: The Šipoš integral for the aggregation of interacting bipolar criteria. In: 8th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), pp. 395–401 (2000)
Hill, J., Stellmes, M., Udelhoven, T., Roder, A., Sommer, S.: Mediterranean deserti-fication and land degradation: Mapping related land use change syndromes based on satellite observations. Global and Planetary Change 64, 146–157 (2008)
Lüdeke, M.K.B., Petschel-Held, G., Schellnhuber, H.J.: Syndromes of global change. The first panoramic view. Gaia 13(1), 42–49 (2004)
Petschel-Held, G., Block, A., Cassel-Gintz, M., Kropp, J., Ludeke, M.K.B., Moldenhauer, O., Reusswig, F., Reed, M., Cuddy, S.M., Rizzoli, A.E.: A framework for modelling multiple resource management issues - An open modelling ap-proach. Environmental Modelling & Software 14, 503–509 (1999)
Schellnhuber, H.J., Block, A., Cassel-Gintz, M., Kropp, J., Lammel, G., Lass, W., Lienenkamp, R., Loose, C., Lüdeke, M.K.B., Moldenhauer, O., Petschel-Held, G., Plöchl, M., Reusswig, F.: Syndromes of global change. Gaia 6(1), 19–34 (1997)
Stracker, D.: Changing Minds: in Detail. Syque Press (2010)
Weissteiner, C.J., Boschetti, M., Böttcher, K., Carrara, P., Bordogna, G., Brivio, P.A.: Spatial explicit assessment of the “Rural land abandonment” in the Mediterra-nean. Global and Planetary Change 79, 20–36 (2011)
Zadrożny, S., Kacprzyk, J.: Bipolar Queries Using Various Interpretations of Logical Connectives. In: Melin, P., Castillo, O., Aguilar, L.T., Kacprzyk, J., Pedrycz, W. (eds.) IFSA 2007. LNCS (LNAI), vol. 4529, pp. 181–190. Springer, Heidelberg (2007)
Zerger, A.: Examining GIS decision utility for natural hazard risk modelling. Environmental Modelling & Software 17(3), 287–294 (2002)
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Bordogna, G., Boschetti, M., Brivio, P.A., Carrara, P., Stroppiana, D., Weissteiner, C.J. (2012). Modeling Environmental Syndromes with Distinct Decision Attitudes. In: Greco, S., Bouchon-Meunier, B., Coletti, G., Fedrizzi, M., Matarazzo, B., Yager, R.R. (eds) Advances on Computational Intelligence. IPMU 2012. Communications in Computer and Information Science, vol 297. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31709-5_13
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DOI: https://doi.org/10.1007/978-3-642-31709-5_13
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