Preference logics and AI preference representation languages are both concerned with reasoning about preferences on combinatorial domains, yet so far these two streams of research have had little interaction. This paper contributes to the bridging of these areas. We start by constructing a “prototypical” preference logic, which combines features of existing preference logics, and then we show that many well-known preference languages, such as CP-nets and its extensions, are natural fragments of it. After establishing useful characterizations of dominance and consistency in our logic, we study the complexity of satisfiability in the general case as well as for meaningful fragments, and we study the expressive power as well as the relative su...
We study methods to specify preferences among sub-sets of a set (a universe). The methods we focus o...
Logic-based preference representation languages are used to represent utility functions in combinato...
International audienceThis paper proposes a first comparative study of the expressive power of two a...
Preference logics and AI preference representation languages are both concerned with reasoning about...
Several logical languages have been studied in AI for encoding compactly preference relations over a...
Conditional preference statements have been used to compactly represent preferences over combinatori...
Several logical languages have been considered in AI for en-coding compactly preference relations ov...
A logic of conditional preferences is defined, with a language which allows she compact representati...
AbstractA simple logic of conditional preferences is defined, with a language that allows the compac...
A simple logic of conditional preferences is defined, with a language that allows the compact repres...
International audienceThis paper proposes a first comparative study of the expressive power of two a...
Well-behaved preferences (e.g., total pre-orders) are a cornerstone of several areas in artificial i...
Well-behaved preferences (e.g., total pre-orders) are a cornerstone of several areas in artificial i...
International audienceQualitative and comparative preference statements of the form “prefer α to β” ...
We address the problem of learning preference relations over multiattribute(or combinatorial) domain...
We study methods to specify preferences among sub-sets of a set (a universe). The methods we focus o...
Logic-based preference representation languages are used to represent utility functions in combinato...
International audienceThis paper proposes a first comparative study of the expressive power of two a...
Preference logics and AI preference representation languages are both concerned with reasoning about...
Several logical languages have been studied in AI for encoding compactly preference relations over a...
Conditional preference statements have been used to compactly represent preferences over combinatori...
Several logical languages have been considered in AI for en-coding compactly preference relations ov...
A logic of conditional preferences is defined, with a language which allows she compact representati...
AbstractA simple logic of conditional preferences is defined, with a language that allows the compac...
A simple logic of conditional preferences is defined, with a language that allows the compact repres...
International audienceThis paper proposes a first comparative study of the expressive power of two a...
Well-behaved preferences (e.g., total pre-orders) are a cornerstone of several areas in artificial i...
Well-behaved preferences (e.g., total pre-orders) are a cornerstone of several areas in artificial i...
International audienceQualitative and comparative preference statements of the form “prefer α to β” ...
We address the problem of learning preference relations over multiattribute(or combinatorial) domain...
We study methods to specify preferences among sub-sets of a set (a universe). The methods we focus o...
Logic-based preference representation languages are used to represent utility functions in combinato...
International audienceThis paper proposes a first comparative study of the expressive power of two a...