DocumentCode
441981
Title
A model based on influence diagrams for structured document retrieval
Author
Jian-MIn Xuu ; Zhao, Shuang ; Chai, Bian-Fang
Author_Institution
nstitute of Syst. Eng., Tianjin Univ., China
Volume
5
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
3225
Abstract
This model is based on the influence diagrams which is the expansion of Bayesian network. It takes into account the relationships between the terms in a given structured document collection to improve the retrieval performance. An efficient learning method based on the co-occurrence analysis is presented to capture the above relationships and the inference process is being introduced as well.
Keywords
belief networks; document handling; information retrieval; learning (artificial intelligence); Bayesian network; cooccurrence analysis; inference process; influence diagrams; information retrieval; structured document collection; structured document retrieval; Bayesian methods; Computer science; Educational institutions; Electronic mail; Information retrieval; Learning systems; Mathematical model; Mathematics; Systems engineering and theory; Weather forecasting; Bayesian networks; Influence Diagrams; information retrieval; structured document;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527499
Filename
1527499
Link To Document