DocumentCode
3161243
Title
Representation and realization of binary-valued CP-nets in directed tree
Author
Sun, Xuejiao ; Liu, Jinglei
Author_Institution
Sch. of Comput. Sci., Yantai Univ., Yantai, China
Volume
7
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
2941
Lastpage
2944
Abstract
CP-nets (Condition Preference Nets) is a tool for representing and reasoning with condition ceteris paribus preference statements put forward by Craig Boutilier, but how to represent and realize is not given. In this paper, after some notions and an example of CP-nets, we mainly introduce the realization for the class of binary-valued, tree-structured CP-nets, which is conducted on the basis of chain CP-nets. So we explain how to divide a tree-structured CP-net into chain CP-nets, how to represent and realize the chain CP-nets, and how to merge these sub-rankings derived from the chain CP-nets to generate the preference ranking of the tree-structured CP-net. At last, the corresponding analysis is carried out to prove its correctness.
Keywords
Petri nets; inference mechanisms; trees (mathematics); binary-valued CP-nets; chain CP-nets; condition ceteris paribus preference statements; condition preference nets; directed tree; preference ranking; tree-structured CP-nets; Artificial intelligence; Bismuth; Cognition; Computers; Decision making; Program processors; Semantics; CP-net; CPT; Ceteris Paribus; binary list; chain CP-net; directed tree;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5640556
Filename
5640556
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