Title :
Temporal Conditional Preferences over Sequences of Objects
Author :
de Amo, Sandra ; Giacometti, Arnaud
Author_Institution :
Univ. Fed. de Uberlandia, Uberlandia
Abstract :
Most research on preference elicitation, preference reasoning and preference query languages design focus mainly on preferences over single objects represented by relational tuples. An increasing interest on preferences over more complex structures like sets of objects has arised in recent papers. However, most recent applications deal with more sophisticated complex structured objects, like sequences, trees and graphs. In this paper, we introduce TPref, a formalism to reason with qualitative conditional preferences over sequences of objects indexed in time. TPref generalizes the CP-Nets formalism by allowing temporal conditional preferences besides the static rules used in CP-Nets. An algorithm for computing optimal sequences of objects satisfying a set of temporal constraints is also presented.
Keywords :
Petri nets; formal specification; inference mechanisms; knowledge acquisition; relational databases; temporal logic; CP-Nets formalism; TPref formalism; preference elicitation; preference query languages; preference reasoning; relational tuples; static rules; temporal conditional preferences; temporal logic framework; Artificial intelligence; Database languages; Motion pictures; Tree graphs; Web pages;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.169