An application of case based reasoning to predict structure maintainability

Haiquan Yu; Gaoliang Peng; Wenjian Liu

doi:10.1109/CISE.2009.5362535

An application of case based reasoning to predict structure maintainability

Haiquan Yu^*
, Gaoliang Peng
, Wenjian Liu

^*Corresponding author for this work

School of Mechatronics Engineering

Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

In order to complete maintainability design and prediction in design stage, case based reasoning (CBR), as an artificial intelligence (AI) method, is used in this paper. The maintainability of structure is considered in design stage. So the cases of structure including not only function factors but also maintainability factors are presented by frame. The retrieval algorithm about similar cases is put forward through two layers: function factors and maintainability factors. With CBR, the method could help designers, by referencing previous cases, to make a conceptual maintainability design and prediction quickly, and finally finish the detailed design and prediction. In this paper a new method is put forward to predict the maintainability of structure in design stage.

Original language	English
Title of host publication	Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009
DOIs	https://doi.org/10.1109/CISE.2009.5362535
State	Published - 2009
Event	2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009 - Wuhan, China Duration: 11 Dec 2009 → 13 Dec 2009

Publication series

Name	Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009

Conference

Conference	2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009
Country/Territory	China
City	Wuhan
Period	11/12/09 → 13/12/09

Keywords

Analytic hierarchy process(AHP)
Case based reasoning (CBR)
Maintainability design
Maintainability prediction

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10.1109/CISE.2009.5362535

Cite this

Yu, H., Peng, G., & Liu, W. (2009). An application of case based reasoning to predict structure maintainability. In Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009 Article 5362535 (Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009). https://doi.org/10.1109/CISE.2009.5362535

@inproceedings{63264fd68f26411f8635d81f3a154a64,

title = "An application of case based reasoning to predict structure maintainability",

abstract = "In order to complete maintainability design and prediction in design stage, case based reasoning (CBR), as an artificial intelligence (AI) method, is used in this paper. The maintainability of structure is considered in design stage. So the cases of structure including not only function factors but also maintainability factors are presented by frame. The retrieval algorithm about similar cases is put forward through two layers: function factors and maintainability factors. With CBR, the method could help designers, by referencing previous cases, to make a conceptual maintainability design and prediction quickly, and finally finish the detailed design and prediction. In this paper a new method is put forward to predict the maintainability of structure in design stage.",

keywords = "Analytic hierarchy process(AHP), Case based reasoning (CBR), Maintainability design, Maintainability prediction",

author = "Haiquan Yu and Gaoliang Peng and Wenjian Liu",

year = "2009",

doi = "10.1109/CISE.2009.5362535",

language = "英语",

isbn = "9781424445073",

series = "Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009",

booktitle = "Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009",

note = "2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009 ; Conference date: 11-12-2009 Through 13-12-2009",

}

Yu, H, Peng, G & Liu, W 2009, An application of case based reasoning to predict structure maintainability. in Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009., 5362535, Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009, 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009, Wuhan, China, 11/12/09. https://doi.org/10.1109/CISE.2009.5362535

An application of case based reasoning to predict structure maintainability. / Yu, Haiquan; Peng, Gaoliang; Liu, Wenjian.
Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009. 2009. 5362535 (Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An application of case based reasoning to predict structure maintainability

AU - Yu, Haiquan

AU - Peng, Gaoliang

AU - Liu, Wenjian

PY - 2009

Y1 - 2009

N2 - In order to complete maintainability design and prediction in design stage, case based reasoning (CBR), as an artificial intelligence (AI) method, is used in this paper. The maintainability of structure is considered in design stage. So the cases of structure including not only function factors but also maintainability factors are presented by frame. The retrieval algorithm about similar cases is put forward through two layers: function factors and maintainability factors. With CBR, the method could help designers, by referencing previous cases, to make a conceptual maintainability design and prediction quickly, and finally finish the detailed design and prediction. In this paper a new method is put forward to predict the maintainability of structure in design stage.

AB - In order to complete maintainability design and prediction in design stage, case based reasoning (CBR), as an artificial intelligence (AI) method, is used in this paper. The maintainability of structure is considered in design stage. So the cases of structure including not only function factors but also maintainability factors are presented by frame. The retrieval algorithm about similar cases is put forward through two layers: function factors and maintainability factors. With CBR, the method could help designers, by referencing previous cases, to make a conceptual maintainability design and prediction quickly, and finally finish the detailed design and prediction. In this paper a new method is put forward to predict the maintainability of structure in design stage.

KW - Analytic hierarchy process(AHP)

KW - Case based reasoning (CBR)

KW - Maintainability design

KW - Maintainability prediction

UR - https://www.scopus.com/pages/publications/77949675401

U2 - 10.1109/CISE.2009.5362535

DO - 10.1109/CISE.2009.5362535

M3 - 会议稿件

AN - SCOPUS:77949675401

SN - 9781424445073

T3 - Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009

BT - Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009

T2 - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009

Y2 - 11 December 2009 through 13 December 2009

ER -

Yu H, Peng G, Liu W. An application of case based reasoning to predict structure maintainability. In Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009. 2009. 5362535. (Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009). doi: 10.1109/CISE.2009.5362535

An application of case based reasoning to predict structure maintainability

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