Journal of Risk Analysis and Crisis Response

Volume 3, Issue 2, August 2013, Pages 103 - 109

Decision-Making Model in the Environment of Complex Structure Data

Authors
Fusheng Yu, Shihu Liu
Corresponding Author
Fusheng Yu
Received 14 June 2012, Accepted 28 June 2012, Available Online 1 August 2013.
DOI
10.2991/jrarc.2013.3.2.5How to use a DOI?
Keywords
Graph data, weighting determination, information fusion, completion of incomplete data, decision analysis
Abstract

For decision makers, the data property has a direct influence on the selection of decision making approaches and the reliability of decision results. Because of the complexity and diversity of practical decision data, some traditional decision approaches are not very good at reflecting the actual problem. For this, we propose a decision making model in the environment of complex structure data. The aim of this model is to discover the underlying community structure of the data by taking all aspects of original information into account. In this paper, the considered data is diversity, not only in structure but also in representation. What is more, a missing data compensation method is proposed by considering the information losing situation in practical decision making problem. Research shows that this model has great maneuverability. Especially, the proposed decision model seems more consistent with the actual decision problem, than decision model with single data structure.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Journal
Journal of Risk Analysis and Crisis Response
Volume-Issue
3 - 2
Pages
103 - 109
Publication Date
2013/08/01
ISSN (Online)
2210-8505
ISSN (Print)
2210-8491
DOI
10.2991/jrarc.2013.3.2.5How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - JOUR
AU  - Fusheng Yu
AU  - Shihu Liu
PY  - 2013
DA  - 2013/08/01
TI  - Decision-Making Model in the Environment of Complex Structure Data
JO  - Journal of Risk Analysis and Crisis Response
SP  - 103
EP  - 109
VL  - 3
IS  - 2
SN  - 2210-8505
UR  - https://doi.org/10.2991/jrarc.2013.3.2.5
DO  - 10.2991/jrarc.2013.3.2.5
ID  - Yu2013
ER  -