We introduce CUI networks, a compact graphical representation of utility functions over multiple attributes. CUI networks model multiattribute utility functions using the well studied and widely applicable utility independence concept. We show how conditional utility independence leads to an effective functional decomposition that can be exhibited graphically, and how local, compact data at the graph nodes can be used to calculate joint utility. We discuss aspects of elicitation and network construction, and contrast our new representation with previous graphical preference modeling
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
International audienceRepresenting preferences into a compact structure has become an important rese...
A variety of statistical graphical models have been defined to represent the conditional independenc...
This paper deals with preference representation and elicitation in the context of multiattribute uti...
International audienceThis paper deals with preference elicitation and preference-based optimization...
International audienceThis paper deals with preference representation and elicitation in the context...
International audienceThis paper deals with preference representation and elicitation in the context...
Recently, Brafman and Engel (2009) proposed new concepts of marginal and conditional utility that ob...
A variety of statistical graphical models have been defined to represent the conditional independenc...
© Springer International Publishing Switzerland 2016. Representing preferences into a compact struct...
International audienceThis paper deals with preference representation and decision-making problems i...
International audienceThis paper deals with preference representation and aggregation in the context...
While there are several languages for representing combinatorial preferences over sets of alternativ...
While there are several languages for representing combinatorial preferences over sets of alternativ...
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
International audienceRepresenting preferences into a compact structure has become an important rese...
A variety of statistical graphical models have been defined to represent the conditional independenc...
This paper deals with preference representation and elicitation in the context of multiattribute uti...
International audienceThis paper deals with preference elicitation and preference-based optimization...
International audienceThis paper deals with preference representation and elicitation in the context...
International audienceThis paper deals with preference representation and elicitation in the context...
Recently, Brafman and Engel (2009) proposed new concepts of marginal and conditional utility that ob...
A variety of statistical graphical models have been defined to represent the conditional independenc...
© Springer International Publishing Switzerland 2016. Representing preferences into a compact struct...
International audienceThis paper deals with preference representation and decision-making problems i...
International audienceThis paper deals with preference representation and aggregation in the context...
While there are several languages for representing combinatorial preferences over sets of alternativ...
While there are several languages for representing combinatorial preferences over sets of alternativ...
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
This thesis presents a class of graphical models for directly representing the joint cumulative dist...
International audienceRepresenting preferences into a compact structure has become an important rese...