煤矿安全本体研究
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摘要
总结了目前常用的本体语言、本体构建原则及构建方法,经比较认为构建煤矿安全本体宜采用OWL-DL语言,以循环获取法或七步法作为构建方法;从煤矿挖掘与煤矿灾害事件本体、煤矿安全数据库查询本体、煤矿安全知识概念本体的角度分析了煤矿安全本体研究现状,总结了3种煤矿安全本体的优缺点、应用场景和构建流程,并针对3种煤矿安全本体提出了本体集成策略。
Common ontology languages,construction principles and construction methods were summarized.It was considered that constructing coal mine safety ontology should adopt OWL-DL language and the construction method of cyclic acquisition method or seven-step method.Current research status of the coal mine safety ontology was analyzed from aspects of coal mine digging and coal mine disaster event ontology,coal mine safety database query ontology and coal mine safety knowledge concept ontology.Advantages,disadvantages,application scene and construction process of the three coal mine safety ontologies were summarized,and an ontology integration strategy of the above three coal mine safety ontologies was proposed.
Common ontology languages,construction principles and construction methods were summarized.It was considered that constructing coal mine safety ontology should adopt OWL-DL language and the construction method of cyclic acquisition method or seven-step method.Current research status of the coal mine safety ontology was analyzed from aspects of coal mine digging and coal mine disaster event ontology,coal mine safety database query ontology and coal mine safety knowledge concept ontology.Advantages,disadvantages,application scene and construction process of the three coal mine safety ontologies were summarized,and an ontology integration strategy of the above three coal mine safety ontologies was proposed.
引文
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[4]KALIBATIENE D,VASILECAS O.Survey on ontology languages[C]//International Conference on Business Informatics Research,Berlin,2011:124-141.
[5]BOSTJAN B,MIRKO V,LECTURE N.Simple life-events ontology in SU(M)O-KIF[C]//The 5th IFIP International Working Conference on Knowledge Management in Electronic Government,Krems,2004:128-135.
[6]TSOU J C.The ontology of a supply chain model based on IDEF5 and ontolingua[J].Production Planning&Control,2008,19(3):265-274.
[7]黄美.基于分众分类法的图书馆书目本体构建研究[J].图书馆学刊,2016,38(11):46-48.
[8]刘宇松.本体构建方法和开发工具研究[J].现代情报,2009,29(9):17-24.LIU Yusong.Research of approaches and development tools in constructing ontology[J].Journal of Modern Information,2009,29(9):17-24.
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[12]张节松,肖庆宪.一种新的属性分类方法与应用刍议[J].计算机工程与应用,2014,50(2):15-20.ZHANG Jiesong,XIAO Qingxian.New method of attribute classification and its application[J].Computer Engineering and Applications,2014,50(2):15-20.
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[14]鲍笑.电子信息产品领域的本体构建与应用[J].科技展望,2016,26(9):8.
[15]USCHOLD M,KING M.Towards a methodology for building ontologies[C]//Proceedings of the Workshop on Basic Ontological Issues in Knowledge Sharing,Montreal,1995:137-142.
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[17]金智勇,李天健,吕何新.基于本体的高校毕业生就业综合服务系统研究[J].计算机应用研究,2007,24(12):235-237.JIN Zhiyong,LI Tianjian,LV Hexin.Research of integrated system of college graduates'employment based on ontology[J].Application Research of Computers,2007,24(12):235-237.
[18]FEMANDEZ M,GOMEZ-PEREZ A,JURISTO N.Methontology:from ontological arts towards ontological engineering[C]//Proceedings of the AAAI97Spring Symposium Series,Palo Alto,1997:33-40.
[19]段磊,李洪伟.OIA技术支持的高分辨率影像乡村居民地本体建模方法[J].现代农业科技,2016(2):338-340.DUAN Lei,LI Hongwei.Method of rural residential area ontology modeling supported by OIA technology[J].Modern Agricultural Science and Technology,2016(2):338-340.
[20]KISILEVICH S,ROKACH L,ELOVICI Y,et al.Efficient multidimensional suppression for KAnonymity[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(3):334-347.
[21]刘卓燕.化学化工文献本体的构建与实现研究[D].上海:上海交通大学,2008.
[22]REED S L,LENAT D B.Mapping ontologies into Cyc[C]//AAAI Workshop on Ontologies and the Semantic Web,Edmonton,2002:165-166.
[23]丁晟春,李岳盟,甘利人.基于顶层本体的领域本体综合构建方法研究[J].情报理论与实践,2007,30(2):236-240.DING Shengchun,LI Yuemeng,GAN Liren.Research on integrated domain ontology construction method based on top-level ontology[J].Information Studies:Theory&Application,2007,30(2):236-240.
[24]穆榕榕,全宇,郭启勇.基于医学本体的电子病历系统研究[J].现代医院管理,2016,14(6):83-86.MU Rongrong,QUAN Yu,GUO Qiyong.Study of electronic medical record based on medical ontology[J].Modern Hospital Management,2016,14(6):83-86.
[25]张波涛,代晏,顾进广.面向工业消防决策的本体构建[J].计算机应用与软件,2014,31(3):31-35.ZHANG Botao,DAI Yan,GU Jinguang.Ontology construction oriented towards industrial firefighting decision-making[J].Computer Applications and Software,2014,31(3):31-35.
[26]ZANE O R,ANTONIE M L.Classifying text documents by associating terms with text categories[C]//The 13th Australasian Database Conference,Melbourne,2002:215-222.
[27]MAEDCHE A,STAAB S.Ontology learning for the semantic web[J].IEEE Intelligent Systems,2001(2):72-79.
[28]ANGELETOU S,SABOU M,SPECIAL L,et al.Bridging the gap between folksonomies and the semantic web:an experience report[C]//The 4th European Semantic Web Conference,Innsbruck,2007:93.
[29]DOU Y,HE J,JIU D.A method for ontology construction derived from folksonomy[J].International Journal of Services Technology and Management,2012,18(1/2):88-101.
[30]李婧.煤矿安全事件本体中案例推理的研究与应用[D].北京:北京工业大学,2015.
[31]郭晓黎.煤矿安全事件本体及其在查询扩展中的应用研究[D].北京:中国矿业大学(北京),2016.
[32]郭晓黎,王宇,刘瑞祥.面向煤矿安全事件本体模型研究与应用[J].中国煤炭,2014,40(12):113-116.GUO Xiaoli,WANG Yu,LIU Ruixiang.Research and application of event ontology model of coal mine accidents[J].China Coal,2014,40(12):113-116.
[33]ZHONG Zhaoman,LIU Zongtian,LI Cunhua,et al.Event ontology reasoning based on event class influence factors[J].International Journal of Machine Learning and Cybernetics,2011,3(2):133-139.
[34]张旭洁,刘宗田,刘炜,等.事件与事件本体模型研究综述[J].计算机工程,2013,39(9):303-307.ZHANG Xujie,LIU Zongtian,LIU Wei,et al.Survey of event and event ontology model research[J].Computer Engineering,2013,39(9):303-307.
[35]沈学利,周纪超.基于多本体的煤炭调度集成系统的研究[J].世界科技研究与发展,2009,31(2):245-246.SHEN Xueli,ZHOU Jichao.Research on coal scheduling integration system based on multi-ontology[J].World Sci-Tech R&D,2009,31(2):245-246.
[36]张瑞新,赵红泽,巴全光.本体集成技术在煤矿安全隐患治理与预警系统的应用[C]//第24届全国煤矿自动化与信息化学术会议暨第6届中国煤矿信息化与自动化高层论坛论文集,太原,2014:445-456.
[37]胡静文,赵继娣.突发危机事件本体知识库构建方法研究[J].图书馆学研究,2012(4):58-62.HU Jingwen,ZHAO Jidi.A study on the ontology construction approach based on emergency decisionmaking[J].Research on Library Science,2012(4):58-62.
[38]CHEN S M,HUANG M H.Automatically generating the weather news summary based on fuzzy reasoning and ontology techniques[J].Information Sciences,2014,279:746-763.
[39]刘柱子.基于描述逻辑的本体推理技术研究[D].天津:天津理工大学,2015.
[40]许多.煤矿安全诊断专家知识库研究与实现[D].徐州:中国矿业大学,2015.
[41]郭文斌.HSVE2.8型矿用提升机故障诊断专家系统设计[J].江西煤炭科技,2016(4):44-46.GUO Wenbin.Design of expert system of fault diagnosis of HSVE2.8mining hoist[J].Jiangxi Coal Science&Technology,2016(4):44-46.
[42]彭赐灯.矿山压力与岩层控制研究热点最新进展评述[J].中国矿业大学学报,2015,44(1):1-8.PENG Cideng.Topical areas of research needs in ground control:a state of the art review on coal mine ground control[J].Journal of China University of Mining&Technology,2015,44(1):1-8.
[43]于娟,党延忠.本体集成研究综述[J].计算机科学,2008(7):9-13.YU Juan,DANG Yanzhong.Review on ontology integration[J].Computer Science,2008(7):9-13.
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