A method of detecting emerging trends in research topics
文献类型:期刊论文
作者 | GE Fei ; TAN Zongying |
刊名 | chinese journal of library and information science
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出版日期 | 2014-06-25 |
卷号 | 7期号:2页码:65-81 |
关键词 | Emerging trend detection Keywords life-cycle Four quadrant diagram |
ISSN号 | 1674-3393 |
通讯作者 | tan zongying (e-mail: tanzy@mail.las.ac.cn) |
中文摘要 |
purpose: this paper proposes a method of detecting emerging trends in research topics from a more micro perspective. design/methodology/approach: through co-word clustering to identify research topics and analyzing position changes of topic words in the keywords life-cycle diagram during different time periods, we detected emerging trends in research topics from a more micro perspective. the method was applied to the field of nanotechnology to verify its effectiveness and practicability. findings: the results show that this method can be used to detect emerging trends in research topics from a more micro perspective, as it divides keywords into five categories: potential keywords, emerging keywords, hot keywords, stable keywords and recession keywords, through which more details of topic changes can be found. research limitations: we used keywords provided by authors and database indexers for keywords extraction. but this approach may lead to the problem of "indexer effect". the method may have a limited effect when applied to a disciplinary domain such as mathematics, which evolves slowly. practical implications: this study provides information analysts with insights into the way to better understand specialty areas of a discipline domain and formulate research policies and strategic plans. originality/value: this study contributes to the current literature by proposing a new method, which can detect emerging trends in research topics from a more micro perspective. |
英文摘要 |
purpose: this paper proposes a method of detecting emerging trends in research topics from a more micro perspective. design/methodology/approach: through co-word clustering to identify research topics and analyzing position changes of topic words in the keywords life-cycle diagram during different time periods, we detected emerging trends in research topics from a more micro perspective. the method was applied to the field of nanotechnology to verify its effectiveness and practicability. findings: the results show that this method can be used to detect emerging trends in research topics from a more micro perspective, as it divides keywords into five categories: potential keywords, emerging keywords, hot keywords, stable keywords and recession keywords, through which more details of topic changes can be found. research limitations: we used keywords provided by authors and database indexers for keywords extraction. but this approach may lead to the problem of "indexer effect". the method may have a limited effect when applied to a disciplinary domain such as mathematics, which evolves slowly. practical implications: this study provides information analysts with insights into the way to better understand specialty areas of a discipline domain and formulate research policies and strategic plans. originality/value: this study contributes to the current literature by proposing a new method, which can detect emerging trends in research topics from a more micro perspective. |
学科主题 | 编辑出版 |
资助信息 | this work is supported by the center of advisory information research, academic divisions of the chinese academy of sciences. |
原文出处 | http://www.chinalibraries.net |
公开日期 | 2014-08-12 |
源URL | [http://ir.las.ac.cn/handle/12502/7215] ![]() |
专题 | 文献情报中心_Journal of Data and Information Science_Chinese Journal of Library and Information Science-2014 |
推荐引用方式 GB/T 7714 | GE Fei,TAN Zongying. A method of detecting emerging trends in research topics[J]. chinese journal of library and information science,2014,7(2):65-81. |
APA | GE Fei,&TAN Zongying.(2014).A method of detecting emerging trends in research topics.chinese journal of library and information science,7(2),65-81. |
MLA | GE Fei,et al."A method of detecting emerging trends in research topics".chinese journal of library and information science 7.2(2014):65-81. |
入库方式: OAI收割
来源:文献情报中心
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