基于本体的引文知识服务原型系统设计与实现
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摘要
[目的/意义]当前,国内引文数据库建设已经初具规模,但现有的引文知识服务系统不能很好地揭示引文之间的结构或关系,给引文的获取、共享和利用带来一定困难。[方法/过程]以引文数据作为研究对象,对所涉及的各种知识进行获取和整理,探讨引文之间的语义关系,构建科研人员本体和引文知识本体两个本体,设计并初步实现引文知识服务原型系统。[结果/结论]对基于本体的引文知识服务原型系统构建进行验证,实验结果表明,基于本体的引文知识服务原型系统基本实现预定的目标与功能。
[Purpose/significance] For now, the construction of domestic citation database had already begun to take shape. In the development of citation knowledge services, the current organization and retrieval methods of scientific literature resources make the current citation knowledge service model unable to reveal the structure or relationship between citations, which caused difficulties for the acquisition, sharing and utilization of citations. [Method/process] This paper took citation data as the research object, acquired and sorted all kinds of knowledge and explored the semantic relationship between citations. Two ontology named "scientific researcher ontology" and "citation knowledge ontology" were constructed, and an ontology-based citation knowledge service prototype system was designed and implemented. [Result/conclusion] Conducts empirical research on the construction of ontology-based citation knowledge service system, The result proves that the ontology-based citation knowledge service system has the expected goals and functions.
[Purpose/significance] For now, the construction of domestic citation database had already begun to take shape. In the development of citation knowledge services, the current organization and retrieval methods of scientific literature resources make the current citation knowledge service model unable to reveal the structure or relationship between citations, which caused difficulties for the acquisition, sharing and utilization of citations. [Method/process] This paper took citation data as the research object, acquired and sorted all kinds of knowledge and explored the semantic relationship between citations. Two ontology named "scientific researcher ontology" and "citation knowledge ontology" were constructed, and an ontology-based citation knowledge service prototype system was designed and implemented. [Result/conclusion] Conducts empirical research on the construction of ontology-based citation knowledge service system, The result proves that the ontology-based citation knowledge service system has the expected goals and functions.
引文
[1]郭盈盈.基于引文的图书馆知识服务模式研究[D].哈尔滨:黑龙江大学,2011.
[2]张晓林.走向知识服务:寻找新世纪图书情报工作的生长点[J].中国图书馆学报,2000,26(5):32-37.
[3]阳广元.国内基于本体的知识检索研究综述[J].图书馆工作与研究,2015(6):18-21,25.
[4]夏立新,韩永青,张进.基于本体的情报检索学科知识组织体系构建[J].现代图书情报技术,2008(12):80-85.
[5]欧石燕,胡珊,张帅.本体与关联数据驱动的图书馆信息资源语义整合方法及其测评[J].图书情报工作,2014,58(2):5-13.
[6]BACHA F,MNASSER H,ABED M,et al.Transportation ontology definition and application for the content personalization of user interfaces[J].Expert systems with applications,2013,40(8):3145-3159.
[7]GRUBER T R.A translation approach to portable ontology specifications[J].Knowledge acquisition,1993,5(2):199-220.
[8]MONTANER M,LOPEZ B,ROSA J L D L.A taxonomy of recommender agents on the internet[J].Artificial intelligence review,2003,19(4):285-330.
[9]PAN P Y,WANG C H,HORNG G J,et al.The development of an ontology-based adaptive personalized recommender system[C]//International conference on electronics and information engineering.Kyoto:IEEE,2010:V1-76-V1-80.
[10]VESIN B,BUDIMAC Z.E-Learning personalization based on hybrid recommendation strategy and learning style identification[J].Computers&education,2011,56(3):885-899.
[11]VERBERT K,MANOUSELIS N,OCHOA X,et al.Context-aware recommender systems for learning:a survey and future challenges[J].IEEE transactions on learning technologies,2012,5(4):318-335.
[12]武汉大学信息管理学院[EB/OL].[2018-01-27].http://sim.whu.edu.cn/sz/jsxq/2/2016-05-09/922.html.
[13]潘佩佩.民族节庆事件本体的语义路径研究[D].桂林:广西师范大学,2016.
[14]王珊珊,肖明.基于本体的引文知识服务系统构建研究[J].情报理论与实践,2017(11):125-129.
[15]王颖,张智雄,孙辉,等.基于本体的国史知识检索平台构建研究[J].图书情报工作,2015,59(16):119-128.
[16]洪娜,朱凯,王军辉,等.利用Rel Finder实现生物医学语义关系发现[J].情报杂志,2013(4):142-148.
[17]PARTNER J,VUKOTIC A,WATT N.Neo4j in action[M].O’Reilly:Manning Publications,2013:304.
[2]张晓林.走向知识服务:寻找新世纪图书情报工作的生长点[J].中国图书馆学报,2000,26(5):32-37.
[3]阳广元.国内基于本体的知识检索研究综述[J].图书馆工作与研究,2015(6):18-21,25.
[4]夏立新,韩永青,张进.基于本体的情报检索学科知识组织体系构建[J].现代图书情报技术,2008(12):80-85.
[5]欧石燕,胡珊,张帅.本体与关联数据驱动的图书馆信息资源语义整合方法及其测评[J].图书情报工作,2014,58(2):5-13.
[6]BACHA F,MNASSER H,ABED M,et al.Transportation ontology definition and application for the content personalization of user interfaces[J].Expert systems with applications,2013,40(8):3145-3159.
[7]GRUBER T R.A translation approach to portable ontology specifications[J].Knowledge acquisition,1993,5(2):199-220.
[8]MONTANER M,LOPEZ B,ROSA J L D L.A taxonomy of recommender agents on the internet[J].Artificial intelligence review,2003,19(4):285-330.
[9]PAN P Y,WANG C H,HORNG G J,et al.The development of an ontology-based adaptive personalized recommender system[C]//International conference on electronics and information engineering.Kyoto:IEEE,2010:V1-76-V1-80.
[10]VESIN B,BUDIMAC Z.E-Learning personalization based on hybrid recommendation strategy and learning style identification[J].Computers&education,2011,56(3):885-899.
[11]VERBERT K,MANOUSELIS N,OCHOA X,et al.Context-aware recommender systems for learning:a survey and future challenges[J].IEEE transactions on learning technologies,2012,5(4):318-335.
[12]武汉大学信息管理学院[EB/OL].[2018-01-27].http://sim.whu.edu.cn/sz/jsxq/2/2016-05-09/922.html.
[13]潘佩佩.民族节庆事件本体的语义路径研究[D].桂林:广西师范大学,2016.
[14]王珊珊,肖明.基于本体的引文知识服务系统构建研究[J].情报理论与实践,2017(11):125-129.
[15]王颖,张智雄,孙辉,等.基于本体的国史知识检索平台构建研究[J].图书情报工作,2015,59(16):119-128.
[16]洪娜,朱凯,王军辉,等.利用Rel Finder实现生物医学语义关系发现[J].情报杂志,2013(4):142-148.
[17]PARTNER J,VUKOTIC A,WATT N.Neo4j in action[M].O’Reilly:Manning Publications,2013:304.