Fuzzy comprehensive evaluation method for emergency management capability based on formal concept analysis and analytic hierarchy process

doi:10.11772/j.issn.1001-9081.2014.06.1819

Journal of Computer Applications ›› 2014, Vol. 34 ›› Issue (6): 1819-1824.DOI: 10.11772/j.issn.1001-9081.2014.06.1819

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Fuzzy comprehensive evaluation method for emergency management capability based on formal concept analysis and analytic hierarchy process

QIU Qizhi,ZHANG Jinbao,ZHOU Jie

School of Computer Science and Technology, Wuhan University of Technology, Wuhan Hubei 430063, China

Received:2013-12-06 Revised:2014-02-01 Online:2014-06-01 Published:2014-07-02
Contact: ZHANG Jinbao
Supported by:
Financially supported by self-determined and innovative research funds of WUT

基于形式概念分析和层次分析法的应急管理能力模糊综合评价法

邱奇志,张金保,周洁

武汉理工大学计算机科学与技术学院,武汉 430063

通讯作者: 张金保
作者简介:邱奇志(1969-),女,湖北武汉人,副教授,主要研究方向:语义Web、Web数据挖掘、电子商务;周洁(1990-),女,湖北武汉人,硕士研究生,主要研究方向:Web 数据挖掘;张金保(1988-),女,湖北黄石人,硕士研究生,主要研究方向:Web数据挖掘。
基金资助:
武汉理工大学研究生自主创新基金资助项目

Abstract

Abstract:

The researches on the emergency management capability evaluation mostly focus on the evaluation methods, models and etc., pay less attention on the influences varying from the emergency type, lack of dynamic and low participation of scholars and the public. A new method of emergency management capability evaluation was put forward by combining Formal Concept Analysis (FCA) and Analytic Hierarchy Process (AHP) to figure out those problems. FCA was used to assign the first level index weights because of its outstanding ability on processing the data and extracting the rules, while AHP was used to take into the various factors. Then, Fuzzy Comprehensive Evaluation (FCE) was used to draw the evaluation results. As a result, the index weights had been varied which are constant in the traditional one. And the dynamic characteristic of the evaluation was also achieved. Finally, experiments show its feasibility and effectiveness.

摘要：

现代应急管理能力评价相关研究多围绕评价方法、模型等展开,且存在着忽略事件类型对评价指标的影响、缺乏动态性、学者和公众参与度低等问题。为了解决这些问题,提出了一种动态的、主客观相结合的新型应急管理评估方法。利用形式概念分析(FCA)动态地为一级评价指标赋权值,采用层次分析法(AHP)融合主观因素,最终使用模糊综合评价(FCE)方法得出评价结果。该方法将传统方法中的“常权”修正为“变权”,确保了评价指标和结果的动态性,实验表明此方法是可行有效的。

CLC Number:

QIU Qizhi ZHANG Jinbao ZHOU Jie. Fuzzy comprehensive evaluation method for emergency management capability based on formal concept analysis and analytic hierarchy process[J]. Journal of Computer Applications, 2014, 34(6): 1819-1824.

邱奇志张金保周洁. 基于形式概念分析和层次分析法的应急管理能力模糊综合评价法[J]. 计算机应用, 2014, 34(6): 1819-1824.

References

[1]DENG Y, ZHENG S, LIU G, et al. Study on city emergency capability assessment system[J]. Journal of Safety Science and Technology, 2005,1(6):33-36 (邓云峰,郑双忠,刘功智,等.城市应急能力评估体系研究[J].中国安全生产科学技术, 2005,1(6):33-36.)
[2]ZHANG Q, YUAN Z. A research on assessment mechanism of military's public emergency management capability[J]. Journal of Beijing University of Aeronautics and Astronautics: Social Sciences, 2012,25(5):20-24.(张启义,袁中.公共危机事件军队应急管理能力评估机制研究[J].北京航空航天大学学报:社会科学版,2012,25(5):20-24.)
[3]GUO T S, KOU L. Study on the target system for evaluating the contingency ability of emergency in key or special unit[J]. Journal of Chinese People's Public Security University: Social Sciences, 2010(3):80-88. (郭太生,寇丽平.重点单位突发事件应急能力评价指标体系研究[J].中国人民公安大学学报:社会科学版,2010(3):80-88.)
[4]LIU K, TANG C. Research on evaluation system of emergency management capability of drilling[J]. Shanxi Electronic Technology, 2013(5):84-86. (刘昆,汤成兵.钻井事故应急管理能力评价系统的研究[J].山西电子技术, 2013 (5):84-86.)
[5]ZHANG Y. A stepwise assessment model for emergency capability based on delphi method and minimum distinction[J]. China Safety Science Journal, 2010,20(2):165-170. (张永领.基于Delphi法和最小判别的应急能力逐级评价模式研究[J].中国安全科学学报,2010,20(2):165-170.)
[6]SONG Y. The introduction of emergency management [M]. Beijing: Chinese Economic Publishing House,2009:212-213.(宋英华.突发事件应急管理导论[M].北京:中国经济出版社,2009:212-213.)
[7]LI J H, LYU Y. Novel algorithm for attribute reduction of concept lattice[J]. Computer Engineering and Applications, 2008, 44(20) : 148-151. (李金海,吕跃进.一种新颖的概念格属性约简算法[J].计算机工程与应用,2008,44(20):148-151.)
[8]ZHI H, ZHI D. Research on object concepts and attribute concepts in formal concept analysis [J]. Computer Engineering and Applications, 2013, 49(18):112-115. (智慧来,智东杰.形式概念分析中的对象概念与属性概念[J].计算机工程与应用,2013,49(18):112-115.)
[9]HUANG Y, LI Y. The application of analytic hierarchy process in project risk management[J]. Communications Science and Technology Heilongjiang, 2013(4):178-181. (黄跃林,李银.层次分析法在工程项目风险管理中的应用[J].黑龙江交通科技,2013(4):178-181.)
[10]QIN T, SHANG Y, LIU Z. Study on the index system of safety evaluation in coal mine based on AHP[J]. Morden Mining, 2010(5):70-72. (秦涛,商宇航,刘振文.基于层次分析法的煤矿安全评价指标体系研究[J].现代矿业, 2010(5):70-72.)
[11]ZENG R, LI J, WANG B. Fuzzy comprehensive evaluation method based on entropy in road flood risk assessment[J]. Journal of Geological Hazards and Environment Preservation, 2010,21(3):83-87.(曾蓉,李俊业,王宝亮.基于熵权的模糊综合评价法在公路洪灾风险评价中的应用[J].地质灾害与环境保护, 2010,21(3):83-87.)
[12]SHAO C. The implication of fuzzy comprehensive evaluation method in evaluating internal financial control of enterprise[J]. International Business Research, 2009,2(1):210-214.
[13]RAFFERTY P, HIDDERLEY R. Flickr and democratic indexing: dialogic approaches to indexing[J]. Aslib Proceedings: New Information Perspectives, 2007, 59(4/5):397-410.

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Fuzzy comprehensive evaluation method for emergency management capability based on formal concept analysis and analytic hierarchy process

基于形式概念分析和层次分析法的应急管理能力模糊综合评价法

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