INTELLIGENT DECISION MAKING UNDER UNCERTAINTY. NEW APPROACHES FOR MULTI-PROPOSAL APPLICATIONS (Q3184280): Difference between revisions
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Revision as of 14:54, 11 October 2021
Project Q3184280 in Spain
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | INTELLIGENT DECISION MAKING UNDER UNCERTAINTY. NEW APPROACHES FOR MULTI-PROPOSAL APPLICATIONS |
Project Q3184280 in Spain |
Statements
19,360.0 Euro
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24,200.0 Euro
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80.0 percent
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1 January 2019
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31 December 2021
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UNIVERSIDAD DE JAEN
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37°57'20.63"N, 3°29'31.42"W
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23050
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LA COMPETENCIA Y LA NECESIDAD DE ADAPTACION AL CAMBIO CONTINUO HAN HECHO DE LA TOMA DE DECISIONES UNA TAREA CADA VEZ MAS COMPLEJA DE REALIZAR PARA OBTENER RESULTADOS SATISFACTORIOS. ESTO ES FUNDAMENTALMENTE DEBIDO A DIVERSAS DIFICULTADES QUE VIENEN DE DISTINTAS FUENTES TALES COMO, LA INCERTIDUMBRE, EL INCREMENTO DE INFORMACION REQUERIDO Y LA DEMANDA DE RESOLVER LOS PROBLEMAS EN LIMITES TEMPORALES CADA VEZ MAS CORTOS. POR LO QUE, LAS TECNICAS INTELIGENTES APLICADAS A LA DECISION Y LOS SISTEMAS DE AYUDA A LA DECISION SON CLAVES PARA MEJORAR LOS RESULTADOS EN ESTOS MARCOS DE DEFINICION COMPLEJOS BAJO INCERTIDUMBRE MAS AUN CUANDO LA MAYOR PARTE DE LA INFORMACION CON LA QUE SE CUENTA PARA REALIZAR ESTA TOMA DE DECISIONES ES MODELADA MEDIANTE VALORACIONES EN GRAN MEDIDA SUBJETIVAS. POR LO QUE, GRAN CANTIDAD DE RETOS A LOS QUE SE ENFRENTAN LOS PROCESOS DE DECISION EN NUESTROS DIAS CONSISTEN EN EL DISEÑO E IMPLEMENTACION DE SOLUCIONES INTELIGENTES DE DECISION QUE PERMITAN RESOLVER PROBLEMAS SOCIALES, ECONOMICOS, AMBIENTALES Y DEMAS. ESTE PROYECTO PLANTEA REALIZAR UNA INVESTIGACION FUNDAMENTAL PARA PROPONER MODELOS Y METODOLOGIAS NOVEDOSAS PARA TOMA DE DECISIONES BAJO INCERTIDUMBRE. SU PROPOSITO ES INVESTIGAR SITUACIONES DE DECISION COMPLEJAS PARA ESTABLECER LAS BASES DE NUEVOS MODELOS Y METODOLOGIAS, BASADAS EN TECNICAS DE INTELIGENCIA COMPUTACIONAL, PARA MEJORAR EL TRATAMIENTO CUALITATIVO DE LA INCERTIDUMBRE EN DICHOS PROBLEMAS DE DECISION. PARA APLICAR DICHOS MODELOS Y METODOLOGIAS, EN UN AMPLIO RANGO DE AREAS DE APLICACION SOCIO-ECONOMICAS TALES COMO, TOMA DE DECISION EN SITUACIONES DE EMERGENCIA, MARKETING ELECTRONICO (SISTEMAS DE RECOMENDACION), PROCESOS DE CONSENSO, CLASIFICACION MULTI-CRITERIO EN SMART CITIES, DESARROLLO SOSTENIBLE, ETC. EN ORDEN DE IMPORTANCIA LOS OBJETIVOS DE ESTE PROYECTO SON LOS SIGUIENTES:_x000D_ _x000D_ _x000D_ 1. ESTABLECER UN MARCO TEORICO PARA EL MODELADO Y TRATAMIENTO DE INFORMACION CON ALTO GRADO DE INCERTIDUMBRE BASADO EN EL USO DE TERMINOS CUALITATIVOS COMPLEJOS CONTINUOS MEDIANTE EL USO DE CONJUNTOS DIFUSOS DUDOSOS Y EL CONCEPTO DE TRANSLACION SIMBOLICA, QUE DENOMINAREMOS EXPRESIONES ELICIT. ADEMAS DE UN MODELO COMPUTACIONAL QUE SIGA EL ESQUEMA DE COMPUTACION CON PALABRAS._x000D_ 2. DESARROLLAR UNA METODOLOGIA PARA ANALISIS DE DECISION MULTICRITERIO BASADO EN EXPRESIONES LINGUISTICAS ELICIT._x000D_ 3. DESARROLLAR UNA METODOLOGIA PARA DECISION EN GRUPO BASADO EN EXPRESIONES LINGUISTICAS ELICIT Y QUE PERMITA INTEGRAR PROCESOS DE ALCANCE DEL CONSENSO._x000D_ 4. PROPONER UNA METODOLOGIA DE ANALISIS DE DECISION DINAMICO PARA TOMA DE DECISIONES MULTI-ETAPA._x000D_ 5. DISEÑAR E IMPLEMENTAR UN FRAMEWORK GENERAL PARA EL DESARROLLO DE SISTEMAS DE SOPORTE A LA DECISION INTELIGENTES, QUE INTEGRE LOS RESULTADOS DE LOS OBJETIVOS ANTERIORES, BAJO UNA TECNOLOGIA RCP QUE PERMITA LA REUTILIZACION Y RAPIDA EXTENSION DE DICHO SOFTWARE._x000D_ 6. APLICAR LOS MODELOS Y METODOLOGIAS BASADAS EN EXPRESIONES LINGUISTICAS ELICIT A PROBLEMAS DE TOMA DE EN DIVERSOS PROBLEMAS DE MUNDO REAL, DESARROLLANDO SOBRE LA BASE DEL FRAMEWORK ANTERIOR SOLUCIONES SOFTWARE ESPECIFICAS PARA CADA APLICACION DESARROLLADA (Spanish)
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REQUIREMENTS DEMANDED BY SOCIETY NOWADAYS AND THE NEED OF ADAPTING TO CONTINUOUS CHANGES HAVE MADE DECISION MAKING A VERY COMPLEX TASK IN WHICH IS HARD TO OBTAIN SUCCESSFUL RESULTS. THIS IS MAINLY BECAUSE IT PRESENTS SEVERAL DIFFICULTIES FROM DIFFERENT SOURCES SUCH AS, UNCERTAINTY, MULTIPLE OBJECTIVES THAT CAN BE CONFLICTING AMONG THEM, AN INCREASING NUMBER OF ALTERNATIVES AND DECISION MAKERS, HUGE AMOUNT OF DATA AND ADDITIONALLY, NOWADAYS DECISIONS MUST BE MADE QUICKER AND WITH NARROWER DEADLINES. THEREFORE, INTELLIGENT DECISION TECHIQUES (IDT) AND DECISION SUPPORT SYTEMS (DSS) ARE KEY INSTRUMENTS TO IMPROVE DECISIONS UNDER UNCERTAINTY IN WHICH ALMOST EXCLUSIVELY INFORMATION COMES BY MEANS OF SUBJECTIVE ASSESMENTS. THEREFORE, DECISION MAKING FACES MANY CHALLENGES THAT NEED THE DESIGN AND IMPLEMENTATION OF INTELLIGENT DECISION SOLUTIONS TO SOLVE SOCIAL, ECONOMIC, ENVIROMENTAL AND SO ON REAL-WORLD PROBLEMS. THIS RESEARCH PROJECT AIMS AT DEVELOPING A BASIC RESARCH FOR GENERATING KNOWLEGDE IN WHICH DIFFERENT NOVEL MODELS AND METHODOLOGIES BASED ON COMPUTATIONAL INTELLIGENCE WILL IMPROVE THE MANAGEMENT OF QUALITATIVE UNCERTAINTY IN DECISION MAKING. THE APPLICATION OF THIS NOVEL METHODS COVERS A WIDE NUMBER OF SOCIAL AND ECONOMIC PROBLEMS SUCH AS, EMERGENCY DECISION MAKING, E-MARKETING (RECOMMENDER SYSTEMS), CONSENSUS REACHING PROCESSES, MULTI-CRITERIA SORTING PROBLEMS IN SMART CITIES AND SUSTAINABILITY, ETC. THE OBJECTIVES OF THIS PROJECT BY DESCENDING IMPORTANCE, ARE THE FOLLOWING ONES:_x000D_ _x000D_ _x000D_ 1. DEFINE A NEW UNCERTAINTY MODELLING FOR LINGUISTIC DECISION PROBLEMS FOR EXPRESSING AND COMPUTING WITH LINGUISTIC EXPRESSION BASED PREFERENCES, THAT INTEGRATES COMPLEX LINGUISTIC EXPRESSIONS AND THE SYMBOLIC TRANSLATION (ELICIT EXPRESSIONS). A FUZZY COMPUTATIONAL MODEL FOR COMPUTING WITH WORDS FOR THIS MODEL WILL BE ALSO DEVELOPED_x000D_ 2. DEVELOP A METHODOLOGY FOR MULTI-CRITERIA DECISION ANALYSIS BASED ON ELICIT LINGUISTIC EXPRESSIONS._x000D_ 3. DEVELOP A METHODOLOGY FOR GROUP DECISION MAKING PROCESSES DEALING WITH ELICIT LINGUISTIC EXPRESSIONS THAT INTEGRATES CONSENSUS REACHING PROCESSES._x000D_ 4. INTRODUCE A DECISION ANALYSIS METHODOLOGY FOR INTERTEMPORAL AND DYNAMIC DECISION MAKING._x000D_ 5. DESIGN AND IMPLEMENT A GENERAL SOFTWARE FRAMEWORK FOR INTELLIGENT DECISION SUPPORT SYSTEMS THAT INTEGRATES PREVIOUS RESULTS UNDER A RCP TECHNOLOGY THAT ENABLES THE RE-USE AND EASY EXTENSION OF SUCH A FRAMEWORK_x000D_ 6. APPLY MODELS AND METHODOLOGIES BASED ON ELICIT LINGUISTIC EXPRESSIONS TO REAL WORLD PROBLEMS ON TOP OF THE PREVIOUS FRAMEWORK, SPECIFIC SOLUTIONS FOR EACH APPLICATION. (English)
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Jaén
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Identifiers
PGC2018-099402-B-I00
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