We introduce a framework based on Description Logics, which can be used to encode and solve decision problems in terms of combining inference services in DL and utility theory to represent preferences of the agent. The novelty of the approach is that we consider ABoxes as alternatives and weighted concept and role assertions as preferences in terms of possible outcomes. We discuss a relevant use case to show the benefits of the approach from the decision theory point of view
International audienceThis paper proposes a principled approach to multicriteria decision making whe...
Attribute weighting is a key aspect when modeling multi-attribute decision analysis problems. Despit...
We propose a new approach to determine the utilities that consumers attach to different attributes i...
Abstract. We introduce a framework based on Description Logics, which can be used to encode and solv...
We introduce a decision-theoretic framework based on Description Logics (DLs), which can be used to ...
We introduce a decision-theoretic framework based on Description Logics (DLs), which can be used to...
AbstractThe automatic generation of an explanation of the prescription made by a multi-attribute dec...
As the need to make complex choices among competing alternative actions is ubiquitous, the reasoning...
This paper introduces the Protege plugin uDecide. With the help of uDecide it is possible to solve m...
We introduce a framework which is based on probabilistic Description logics (Prob-DL), to represent ...
The purpose of this chapter is to examine the existent and potential contribution of argumentation t...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
This paper presents a new method for multiple person multiple attribute decision making (MADM) based...
International audienceOur research concerns the problem of explainable decision in a context of inco...
International audienceThis paper proposes a principled approach to multicriteria decision making whe...
Attribute weighting is a key aspect when modeling multi-attribute decision analysis problems. Despit...
We propose a new approach to determine the utilities that consumers attach to different attributes i...
Abstract. We introduce a framework based on Description Logics, which can be used to encode and solv...
We introduce a decision-theoretic framework based on Description Logics (DLs), which can be used to ...
We introduce a decision-theoretic framework based on Description Logics (DLs), which can be used to...
AbstractThe automatic generation of an explanation of the prescription made by a multi-attribute dec...
As the need to make complex choices among competing alternative actions is ubiquitous, the reasoning...
This paper introduces the Protege plugin uDecide. With the help of uDecide it is possible to solve m...
We introduce a framework which is based on probabilistic Description logics (Prob-DL), to represent ...
The purpose of this chapter is to examine the existent and potential contribution of argumentation t...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
This paper presents a new method for multiple person multiple attribute decision making (MADM) based...
International audienceOur research concerns the problem of explainable decision in a context of inco...
International audienceThis paper proposes a principled approach to multicriteria decision making whe...
Attribute weighting is a key aspect when modeling multi-attribute decision analysis problems. Despit...
We propose a new approach to determine the utilities that consumers attach to different attributes i...