基于本体的应急案例库系统的构建
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摘要
使用网络本体语言OWL(Web Ontology Language)描述本体。通过本体建模工具(Protégé)对应急案例的本体表示进行定义,实现应急案例库的构建。应急案例库的构建有利于突出多个应急案例间的联系。实验证明,开发的应急案例库系统在案例检索中具有高效性。运用相似度算法来排序应急案例能够满足应急案例的查全率要求,为应急指挥者快速地做出决策提供方便。
We used OWL to describe the ontology. And we defined the ontology representation of emergency cases and realized the construction of the emergency case base through ontology modeling tools,Protégé. The construction of emergency case base was conducive to highlighting the links between multiple emergency cases. Experiments show that the developed emergency case base system has high efficiency in case retrieval. Using similarity algorithm to sort emergency cases can meet the recall rate requirements of emergency cases and provide convenience for emergency commanders to make quick decisions.
We used OWL to describe the ontology. And we defined the ontology representation of emergency cases and realized the construction of the emergency case base through ontology modeling tools,Protégé. The construction of emergency case base was conducive to highlighting the links between multiple emergency cases. Experiments show that the developed emergency case base system has high efficiency in case retrieval. Using similarity algorithm to sort emergency cases can meet the recall rate requirements of emergency cases and provide convenience for emergency commanders to make quick decisions.
引文
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[12]陈桂芬,汪江,杨志刚.基于本体的规则推理和案例推理结合的糖尿病诊疗专家系统研究[J].长春大学学报,2016,26(6):19-25.
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[14] Cook R L. Case-based reasoning systems in purchasing:applications and development[J]. Journal of Supply Chain Management,1997,33(4):32-39.
[15] Brandt S C,Morbach J,Miatidis M,et al. An ontologybased approach to knowledge management in design processes[J]. Computers&Chemical Engineering,2008,32(1):320-342.
[16] Yuan L,Zhang H,Chen J,et al. Design pattern of knowledge base based on ontology knowledge model[J]. Computer Engineering&Applications,2006,42(30):65.
[2]王文俊,杨鹏,董存祥.应急案例本体模型的研究及应用[J].计算机应用,2009,29(5):1437-1440,1445.
[3]何岩新,倪丽萍,曹琳,等.基于本体的股票主题事件案例推理系统研究[J].计算机技术与发展,2016,26(1):33-38.
[4]瞿琼丹.基于本体的群体性突发事件案例推理研究[D].兰州:兰州大学,2012.
[5]于秀丽,王旭坪,张娜娜.应急领域本体的构建方法研究[J].电子科技大学学报(社科版),2015,17(3):20-23,59.
[6]谢娟娜.本体技术在知识管理系统中的应用研究[D].南京:南京航空航天大学,2007.
[7]王姣.本体驱动的信息系统开发中的本体建模研究[D].吉林:吉林大学,2005.
[8]吴珊燕.基于领域本体的案例推理优化及其应用研究[D].上海:华东师范大学,2014.
[9]刘晓文,胡克勤.基于本体和CBR的电子政务项目审批决策支持系统[J].计算机应用,2009,29(3):896-899.
[10]李锋刚.基于优化案例推理的智能决策技术研究[D].合肥:合肥工业大学,2007.
[11]张巍,张绚,陈俊杰.基于本体的高血压诊疗系统推理模型研究[J].计算机工程与设计,2013,34(11):4016-4020.
[12]陈桂芬,汪江,杨志刚.基于本体的规则推理和案例推理结合的糖尿病诊疗专家系统研究[J].长春大学学报,2016,26(6):19-25.
[13] Liu W,Hu G,Li J. Emergency resources demand prediction using case-based reasoning[J]. Safety Science,2012(3):530-534.
[14] Cook R L. Case-based reasoning systems in purchasing:applications and development[J]. Journal of Supply Chain Management,1997,33(4):32-39.
[15] Brandt S C,Morbach J,Miatidis M,et al. An ontologybased approach to knowledge management in design processes[J]. Computers&Chemical Engineering,2008,32(1):320-342.
[16] Yuan L,Zhang H,Chen J,et al. Design pattern of knowledge base based on ontology knowledge model[J]. Computer Engineering&Applications,2006,42(30):65.