Ambiguity Measures for preference-based decision viwewpoints
| dc.book.title | Integrated Uncertainty in Knowledge Modelling and Decision Making | |
| dc.contributor.author | Franco De Los Ríos, Camilo A. | |
| dc.contributor.author | Rodríguez González, Juan Tinguaro | |
| dc.contributor.author | Montero De Juan, Francisco Javier | |
| dc.contributor.author | Gómez González, Daniel | |
| dc.contributor.author | Yager, Ronald R. | |
| dc.date.accessioned | 2023-06-17T12:44:43Z | |
| dc.date.available | 2023-06-17T12:44:43Z | |
| dc.date.issued | 2019-03-07 | |
| dc.description.abstract | This paper examines the ambiguity of subjective judgments, which are represented by a system of pairwise preferences over a given set of alternatives. Such preferences are valued with respect to a set of reasons, in favor and against the alternatives, establishing a complete judgment, or viewpoint, on how to solve the decision problem. Hence, viewpoints entail particular decisions coming from the system of preferences, where the preference-based reasoning of a given viewpoint holds according to its soundness or coherence. Here we explore such a coherence under the frame of ambiguity measures, aiming at learning viewpoints with highest preference-score and minimum ambiguity. We extend existing measures of ambiguity into a multi-dimensional fuzzy setting, and suggest some future lines of research towards measuring the coherence or (ir)rationality of viewpoints, exploring the use of information measures in the context of preference learning. | en |
| dc.description.department | Depto. de Estadística e Investigación Operativa | |
| dc.description.department | Depto. de Estadística y Ciencia de los Datos | |
| dc.description.faculty | Fac. de Ciencias Matemáticas | |
| dc.description.faculty | Fac. de Estudios Estadísticos | |
| dc.description.refereed | FALSE | |
| dc.description.sponsorship | Ministerio de Ciencia, Innovación y Universidades (España) | |
| dc.description.sponsorship | Comunidad de Madrid | |
| dc.description.sponsorship | Universidad Complutense de Madrid | |
| dc.description.sponsorship | Carolina Foundation | |
| dc.description.status | pub | |
| dc.eprint.id | https://eprints.ucm.es/id/eprint/74558 | |
| dc.identifier.citation | Franco, C., Rodríguez, J.T., Montero, J., Gómez, D., Yager, R.R.: Ambiguity Measures for Preference-Based Decision Viewpoints. En: Seki, H., Nguyen, C.H., Huynh, V.-N., y Inuiguchi, M. (eds.) Integrated Uncertainty in Knowledge Modelling and Decision Making. pp. 38-49. Springer International Publishing, Cham (2019) | |
| dc.identifier.doi | 10.1007/978-3-030-14815-7_4 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.officialurl | https//doi.org/10.1007/978-3-030-14815-7_4 | |
| dc.identifier.relatedurl | https://link.springer.com/chapter/10.1007/978-3-030-14815-7_4 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/12882 | |
| dc.journal.title | Lecture Notes in Computer Science | |
| dc.language.iso | eng | |
| dc.page.final | 49 | |
| dc.page.initial | 38 | |
| dc.publisher | Springer Verlag | |
| dc.relation.projectID | TIN2015-66471-P | |
| dc.relation.projectID | CASICAM-CM (S2013/ICE-2845) | |
| dc.relation.projectID | UCM (910149) | |
| dc.rights.accessRights | open access | |
| dc.subject.cdu | 510.64 | |
| dc.subject.cdu | 519.8 | |
| dc.subject.keyword | Ambiguity | |
| dc.subject.keyword | Fuzziness | |
| dc.subject.keyword | Rationality | |
| dc.subject.keyword | Preference structures | |
| dc.subject.ucm | Estadística matemática (Matemáticas) | |
| dc.subject.ucm | Investigación operativa (Matemáticas) | |
| dc.subject.unesco | 1209 Estadística | |
| dc.subject.unesco | 1207 Investigación Operativa | |
| dc.title | Ambiguity Measures for preference-based decision viwewpoints | en |
| dc.type | journal article | |
| dc.volume.number | 11471 | |
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| dspace.entity.type | Publication | |
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