Construction of a domain knowledge service system based on the STKOS | |
ZHAO Ruixue1; XIAN Guojian1; KOU Yuantao1; ZHANG Xuefu1; AN Xinying2; LE Xiaoqiu3; BAI Haiyan4 | |
刊名 | chinese journal of library and information science |
2015-09-27 | |
卷号 | 8期号:3页码:50-61 |
关键词 | Knowledge service Knowledge discovery Knowledge organization Semantic linking |
通讯作者 | ruixue zhao (e-mail: zhaoruixue@caas.cn). |
中文摘要 |
purpose: the study was carried out to construct a domain knowledge service system based on the scientific & technological knowledge organization systems (stkos). design/methodology/approach: the framework of a domain knowledge service system is designed on the basis of the stkos, and the stkos science and technology vocabularies, category systems, and ontology networks are applied to realize the knowledge organization and semantic linking of the scientific and technological information resources. meanwhile, related knowledge-mining analysis algorithms and models are improved, and some tools such as solr and d3 are used for developing the system. this system integrates various knowledge service modules, including unified search of domain information resources and knowledge-linked navigation, domain hotspot and burst topics monitoring analysis, knowledge structure and evolution analysis, literature citation network, and research agents' cooperative relationship network analysis. findings: the system can help to refine descriptions, knowledge organization, and the semantic linking of various kinds of information resources closely related to science and technology. such resources include domain literature, institutions, scientists, projects, and more. research limitations: trial assessment and performance improvement should be carried out for the knowledge service application on the basis of more types of and larger quantities of domain information resources. practical implications: the domain knowledge service system provides an integrated knowledge discovery tool, as well as several kinds of knowledge mining analysis services for researchers. originality/value: our practice can be used as a valuable guide for libraries and information institutions that plan to provide deep domain knowledge services. |
英文摘要 |
purpose: the study was carried out to construct a domain knowledge service system based on the scientific & technological knowledge organization systems (stkos). design/methodology/approach: the framework of a domain knowledge service system is designed on the basis of the stkos, and the stkos science and technology vocabularies, category systems, and ontology networks are applied to realize the knowledge organization and semantic linking of the scientific and technological information resources. meanwhile, related knowledge-mining analysis algorithms and models are improved, and some tools such as solr and d3 are used for developing the system. this system integrates various knowledge service modules, including unified search of domain information resources and knowledge-linked navigation, domain hotspot and burst topics monitoring analysis, knowledge structure and evolution analysis, literature citation network, and research agents' cooperative relationship network analysis. findings: the system can help to refine descriptions, knowledge organization, and the semantic linking of various kinds of information resources closely related to science and technology. such resources include domain literature, institutions, scientists, projects, and more. research limitations: trial assessment and performance improvement should be carried out for the knowledge service application on the basis of more types of and larger quantities of domain information resources. practical implications: the domain knowledge service system provides an integrated knowledge discovery tool, as well as several kinds of knowledge mining analysis services for researchers. originality/value: our practice can be used as a valuable guide for libraries and information institutions that plan to provide deep domain knowledge services. |
学科主题 | 图书馆、情报与文献学 ; 教育学 |
收录类别 | 其他 |
原文出处 | http://www.chinalibraries.net |
语种 | 英语 |
公开日期 | 2015-12-24 |
内容类型 | 期刊论文 |
源URL | [http://ir.las.ac.cn/handle/12502/8274] |
专题 | 文献情报中心_Journal of Data and Information Science_Chinese Journal of Library and Information Science-2015 |
作者单位 | 1.Agricultural Information Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China 2.Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing 100020, China 3.National Science Library, Chinese Academy of Sciences, Beijing 100190, China 4.Institute of Scientific and Technical Information of China, Beijing 100038, China |
推荐引用方式 GB/T 7714 | ZHAO Ruixue,XIAN Guojian,KOU Yuantao,et al. Construction of a domain knowledge service system based on the STKOS[J]. chinese journal of library and information science,2015,8(3):50-61. |
APA | ZHAO Ruixue.,XIAN Guojian.,KOU Yuantao.,ZHANG Xuefu.,AN Xinying.,...&BAI Haiyan.(2015).Construction of a domain knowledge service system based on the STKOS.chinese journal of library and information science,8(3),50-61. |
MLA | ZHAO Ruixue,et al."Construction of a domain knowledge service system based on the STKOS".chinese journal of library and information science 8.3(2015):50-61. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论