DocumentCode
537044
Title
Meta-Synthesis Approach to Model Complex Problem Solving
Author
Chen, Xue-Long ; Ding, Feng
Author_Institution
Sch. of Manage., Dalian Univ. of Technol., Dalian, China
fYear
2010
fDate
7-9 Nov. 2010
Firstpage
1
Lastpage
4
Abstract
The general process of human´s solving complex problem and the incompleteness of qualitative knowledge and quantitative knowledge when being used in solving complex problem are analyzed. Then a meta-synthesis approach and its framework to model the complex problem solving are put forward. According to this approach, the modeling process is divided into three phrases, which are the construction of problem structure model, the construction of problem relation description model and the construction of problem solving model. The qualitative knowledge, which includes the domain knowledge and the problem knowledge, and the quantitative knowledge, which includes the model knowledge, the method knowledge and the tool or operator knowledge, are used synthetically to support these three modeling phrases. In the end of the paper, an example is given to prove the scientificity and the feasibility of this approach.
Keywords
common-sense reasoning; knowledge based systems; modelling; problem solving; complex problem solving; domain knowledge; metasynthesis modeling; method knowledge; operator knowledge; problem relation description model; problem structure model; qualitative knowledge; quantitative knowledge; Computational modeling; Equations; Humans; Knowledge based systems; Mathematical model; Matrix decomposition; Problem-solving;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location
Henan
Print_ISBN
978-1-4244-7159-1
Type
conf
DOI
10.1109/ICEEE.2010.5660914
Filename
5660914
Link To Document