[1]陆莹,李启明,高原.基于案例推理的地铁运营安全事故案例库构建[J].东南大学学报(自然科学版),2015,45(5):990-995.[doi:10.3969/j.issn.1001-0505.2015.05.030]
 Lu Ying,Li Qiming,Gao Yuan.Construction of accident case database for subway operation based on case-based reasoning[J].Journal of Southeast University (Natural Science Edition),2015,45(5):990-995.[doi:10.3969/j.issn.1001-0505.2015.05.030]
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基于案例推理的地铁运营安全事故案例库构建()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
45
期数:
2015年第5期
页码:
990-995
栏目:
安全科学
出版日期:
2015-09-20

文章信息/Info

Title:
Construction of accident case database for subway operation based on case-based reasoning
作者:
陆莹李启明高原
东南大学土木工程学院, 南京 210096
Author(s):
Lu Ying Li Qiming Gao Yuan
School of Civil Engineering, Southeast University, Nanjing 210096, China
关键词:
案例推理 地铁运营 安全事故 案例库
Keywords:
case-based reasoning subway operation safety accident case database
分类号:
X951
DOI:
10.3969/j.issn.1001-0505.2015.05.030
摘要:
基于案例推理的方法系统构建了地铁运营安全事故案例库框架,提出将前兆信息作为案例的索引,实现案例推理.运用框架表示法对地铁运营安全事故案例中的信息进行结构化的描述.在利用前兆信息进行案例检索的过程中,运用基于语义信息的概念树相似度计算方法,对人员前兆信息的部分概念之间的相似度进行计算.在此基础上,计算全局相似度,实现案例之间的相似度比较.最后运用Protégé软件及MyCBR插件,以4个典型的地铁事故为例,构建了地铁运营安全事故的案例库,实现相似案例的自动输出,为地铁运营安全风险管理者提供智能决策.
Abstract:
A frame of subway accident case database is systematically constructed based on case-based reasoning(CBR). In order to achieve the reasoning, the precursor information is used as index. The information in each subway accident case is structurally described by means of frame representation. During the process of case retrieval with precursor, the conceptual similarity computation method based on semantic information is used to compute the local similarity between parts of precursors from workers. On this basis, the global similarity is computed to achieve the comparison between the cases. Finally, taking four typical accidents as examples,the subway accident case database is constructed by using the Protégé software and MyCBR add-in, and automatical output of similar cases is realized,which provides an intelligent decision for the subway operation safety risk manager.

参考文献/References:

[1] 王君, 潘星, 李静, 等. 基于案例推理的知识管理咨询系统[J]. 清华大学学报:自然科学版, 2006, 46(S1): 990-995.
  Wang Jun, Pan Xing, Li Jing, et al. Knowledge management consultation system based on CBR technologies [J]. J Tsinghua Univ: Sci & Tech, 2006, 46(S1): 990-995.(in Chinese)
[2] 虞娟, 倪志伟, 罗琴. 集成范例推理及其在疾病诊断系统中的应用[J]. 计算机工程, 2008, 34(7): 209-211.
  Yu Juan, Ni Zhiwei, Luo Qin. Integrated case-based reasoning and its application in diseases diagnosis system [J]. Computer Engineering, 2008, 34(7): 209-211.(in Chinese)
[3] Goh Y M, Chua D K H. Case-based reasoning for construction hazard identification: case representation and retrieval[J]. Journal of Construction Engineering & Management, 2009, 135(11):1181-1189.
[4] Goh Y M, Chua D K H. Case-based reasoning approach to construction safety hazard identification: adaptation and utilization[J]. Journal of Construction Engineering & Management, 2010, 136(2):170-178.
[5] 侯玉梅, 许成媛. 基于案例推理法研究综述[J]. 燕山大学学报:哲学社会科学版, 2011, 12(4):102-108.
[6] McConnell C W. Predictors of work injuries: a quantitative exploration of level of english proficiency as a predictor of work injuries in the construction industry [D]. Fort Collins,CO,USA:Colorado State University, 2004.
[7] Wu W, Gibb A G F, Li Q. Accident precursors and near misses on construction sites: an investigative tool to derive information from accident databases[J]. Safety Science, 2010, 48(7):845-858.
[8] Lu Y, Li Q, Xiao W. Case-based reasoning for automated safety risk analysis on subway operation: case representation and retrieval [J]. Safety Science, 2013, 57(8):75-81.
[9] Kyriakidis M, Hirsch R, Majumdar A. Metro railway safety: an analysis of accident precursors [J]. Safety Science, 2012, 50(7):1535-1548.
[10] 柳玉, 贲可荣, 马喆. 基于知网的软件故障案例语义表示方法[J]. 海军航空工程学院学报, 2011, 26(3): 341-346.
  Liu Yu,Ben Kerong,Ma Zhe. Semantic representation of software fault case based on how-net [J]. Journal of Naval Aeronautical and Astronautical University, 2011, 26(3): 341-346.(in Chinese)
[11] 曹茂俊, 尚福华, 滕雪萍. 基于描述逻辑的可扩展的案例表示及检索研究[J]. 科学技术与工程, 2010(11): 2777-2780.
  Cao Maojun,Shang Fuhua,Teng Xueping. The research of scalable case representation and retrieval based on description logic [J]. Science Technology and Engineering, 2010(11): 2777-2780.(in Chinese)
[12] 向东, 赵勇, 陈阳. 面向语义信息的案例知识表达与相似度计算方法研究[J]. 计算机工程与科学, 2011, 33(12):159-166.
  Xiang Dong, Zhao Yong, Chen Yang. Case knowledge representation and conceptual similarity computation based on semantic information [J]. Computer Engineering & Science, 2011, 33(12):159-166.(in Chinese)

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备注/Memo

备注/Memo:
收稿日期: 2015-04-05.
作者简介: 陆莹(1984—),女,博士,讲师,luying_happy@126.com.
基金项目: 国家自然科学基金青年基金资助项目(51308113)、教育部人文社会科学研究青年基金资助项目(13YJCZH120)、高等学校博士学科点专项科研基金资助项目(20130092120040)、江苏省基础研究计划(自然科学基金)青年基金资助项目(BK20130616).
引用本文: 陆莹,李启明,高原.基于案例推理的地铁运营安全事故案例库构建[J].东南大学学报:自然科学版,2015,45(5):990-995. [doi:10.3969/j.issn.1001-0505.2015.05.030]
更新日期/Last Update: 2015-09-20