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Mingyang Wang Guang Yu Jianzhong Xu Huixin He Daren Yu Shuang An 《Journal of Informetrics》2012,6(4):586-599
In this paper, we discussed the feasibility of early recognition of highly cited papers with citation prediction tools. Because there are some noises in papers’ citation behaviors, the soft fuzzy rough set (SFRS), which is well robust to noises, is introduced in constructing the case-based classifier (CBC) for highly cited papers. After careful design that included: (a) feature reduction by SFRS; (b) case selection by the combination use of SFRS and the concept of case coverage; (c) reasoning by two classification techniques of case coverage based prediction and case score based prediction, this study demonstrates that the highly cited papers could be predicted by objectively assessed factors. It shows that features included the research capabilities of the first author, the papers’ quality and the reputation of journal are the most relevant predictors for highly cited papers. 相似文献
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Review papers tend to be cited more frequently than regular research articles. This fact, together with the continuous increase of the share of reviews in scientific literature, can have important consequences for the measurement of individuals’ research output, usually based on citation analysis. However, studies evaluating the differences in citations of review papers compared to original research articles are almost non-existing in the literature. This paper presents a thorough analysis of the overcitation and overrepresentation of review papers in the most cited papers of the 35 largest subject categories in Science Citation Index-Expanded. Results indicate the average citations received by reviews depends largely on the research area considered, varying from 1.34 to 6.74 times the citations received by original research articles (average value is 2.95). Correlated with this overcitation, there is an important overrepresentation of reviews in the most cited papers, this overrepresentation being greater when the most highly cited papers are considered, i.e. 0.05% and 0.1% most cited papers, where the share of reviews have increased from 16 to 18% in 1990 to around 40% in 2010. Interestingly, the overcitation and overrepresentation in the most cited papers is more important in the areas with the lowest shares of reviews in total publications. 相似文献
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为深入把握研究前沿,并了解其中高被引论文的特征,以ESI 数据库中(数据截至2017 年6 月底) 全球最受关注的前10 位(TOP 10) 研究前沿中的高被引论文(共计486 篇) 为样本,利用Excel 2010 对其涉及学科、来源期刊特征、作者地域分布3 个方面进行了统计分析,希望能为国内期刊在追踪前沿学术论文,以及提升论文影响力方面提供参考. 相似文献
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以中国知网《中国学术期刊网络出版总库》和《中国引文数据库》为统计源,分析2006—2010年国内期刊出版专题研究高被引论文的分布规律。中国知网共收录2006—2010年国内期刊出版专题研究论文5万3 702篇,被引1万4 696篇,被引频次4万773次;前50篇高被引论文总被引频次2 019次,最高被引93次,最低28次,篇均被引40.38次。对50篇高被引论文的研究方向、源期刊及其地区、作者情况进行了统计和分析,以为出版专题的研究和编辑工作提供参考。 相似文献
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主题词组合新颖性与论文学术影响力的关系研究 总被引：1，自引：0，他引：1
[目的/意义] 研究学术论文内容的组合新颖性与其学术影响力的关系,为研究论文的学术影响力提供新的研究视角。[方法/过程] 采用文本挖掘方法对论文题目、摘要和关键词中的主题词进行提取,通过构建领域主题词共现网络,为每篇论文设计了新颖组合率、中等组合率和常规组合率3个指标,将领域论文划分为不同的新颖性/常规性类型,然后对不同类型论文中高被引论文所占的比例进行统计分析。[结果/结论] 同时具有主题词组合高新颖性和高常规性特点的论文成为高被引论文的几率显著高于其他类型的论文,因此建议研究者在科学研究中应注重新颖知识与常规知识的适当组合。 相似文献
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《Journal of Informetrics》2022,16(2):101253
Changes in the number of publications in a certain field might reflect the dynamic of scientific progress in this field, since an increase in the number of publications can be interpreted as an increase in the field-specific knowledge. In this paper, we present a methodological approach to analyse the dynamics of science on lower aggregation levels, i.e., the level of research fields. Our trend analysis approach is able to uncover very recent trends, and the methods used to study the trends are simple to understand for the possible recipients of the results. In order to demonstrate the trend analysis approach, we focused in this study on the annual number of publications (including patents) in chemistry (and related areas) between 2014 and 2020 identifying those fields in chemistry with the highest dynamics (largest rates of change in publication counts). The study is based on the mono-disciplinary literature database CAplus. Our results reveal that the number of publications in the CAplus database is increasing since many years. Research regarding optical phenomena and electrochemical technologies was found to be among the emerging topics in recent years. 相似文献
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由Web of Science数据库分析高影响力中华医学会系列期刊引发的思考 总被引：4，自引：0，他引：4
通过Web of Science数据库的“被引参考文献检索”途径,将中华医学会123种非SCI期刊作为国内大量的非SCI科技期刊的代表,统计其刊载文献被SCI期刊引用的情况;以被引文献数量大于50篇作为高影响力期刊的筛选条件,分析其中高影响力期刊的被引文献数量、单篇被引文献最高引用频次、施引文献数量、施引文献最高被引频次以及施引文献的国家地区分布、出版年份分布,从而了解这些非SCI科技期刊的国际影响力.基于这一分析,认为SCI期刊并非是获得同行认可的唯一途径,国内大量的非SCI科技期刊应走“立足国内,面向世界”的发展道路,以踏实做专业领域内有影响力的期刊为目标;同时呼吁国家有关部门能对现行科研评价指标进行调整,鼓励质量上乘的稿件能选择具有影响力的国内期刊发表. 相似文献
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《编辑学报》高被引论文分析 总被引：5，自引：1，他引：4
以中国知网<中国学术文献网络出版总库>为统计源,从文献引证的角度分析<编辑学报>高被引论文的分布规律.研究结果表明:该数据库共收录<编辑学报>1989-2009年原文3 508篇,被引文献2545篇,被引率为73%,总被引频次为1万5 863,单篇最高被引频次71;较少的论文拥有较高的被引频次,基本符合"二八定律";前100篇高被引论文中,栏目高被引论文数最多的是<理论研究>(46篇),个人高被引论文数最多的是游苏宁(6篇);前10篇高被引论文每年都在被引用,具有旺盛的生命力. 相似文献
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[目的/意义]分析和研究环境/生态学科的现状及国际学术合作情况,旨在了解我国在该领域范围内的优势及不足,为我国未来生态环境领域的科研活动以及国家合作方向提供借鉴。[方法/过程]本文以2009—2019年WOS核心数据库中的5640篇环境/生态学科高被引论文为数据源,对时空分布与影响力进行计量分析,同时运用复杂网络分析法,构建国际合作网络结构,探析合作的现状和特点。[结果/结论]结果显示:环境/生态学高被引论文的国际合作研究呈现积极上升态势,各国间知识流动日益频繁,但国家间合作分布异质性明显。中国在该学科高被引论文发表数以绝对优势占居领先地位,但论文国际合作比例偏低,未来需要加强论文的原始创新,提高研究成果的国际影响力。 相似文献
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基于论文发表的普赖斯定律,以5本高被引核心期刊《科学学研究》《科研管理》《科学学与科学技术管理》《中国科技论坛》《研究与发展管理》刊载的1141篇文献为样本,实证检验论文被引频次的影响因素。结果表明：（1）论文被引频次整体程度不高,论文被引频次对刊载时间有较强依赖性的同时,二者之间也存在非线性关系;（2）作者是否合作、论文是否定量研究、论文下载次数、期刊影响因子与论文被引频次之间显著正相关,而期刊年发文量与论文被引频次之间显著负相关,且第一作者所在机构、性别以及论文受到基金资助的数量、期刊主办方等与论文被引频次之间不存在显著相关性。本研究的主要发现是论文特征决定论文被引频次,并得出相关启示,提出研究不足及未来方向。 相似文献
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研究型论文与综述型论文引文量的对比分析 总被引：2，自引：0，他引：2
研究型论文和综述型论文是2种不同类型的科技期刊论文。本文的抽样统计表明,综述型论文篇均引文量远大于研究型论文。对其原因作了简要分析。认为在论文写作、编辑以及文献分析时对这2种不同类型论文的参考文献引证数量应区别对待。 相似文献
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J Barlup 《Bulletin of the Medical Library Association》1969,57(3):260-263
Science Citation Index is one of a number of indexes based on the assumption that the papers cited by one author refer to work which is relevant to the subject discussed by the author citing them. Cleverdon, however, has questioned that assumption, and it was to test the assumption that this research was undertaken. An attempt was made to determine what percent of articles cited were related to the citing article. The conclusion reached was that in the field of medicine approximately 72 percent of the cited papers were considered related to the original paper by the authors of the original, thus apparently bearing out the assumption for citation indexing. 相似文献
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量化测度研究成果的学科交叉性是交叉科学研究中的重要问题,对于理解学科交叉现象与学科发展规律具有重要意义。基于引文关系的学科多样性测度是学科交叉测度的主流方法,现有的研究大多将论文的参考文献作为一个整体来探究论文的学科交叉程度,忽略了不同章节参考文献的分布、不同参考文献的重要程度以及相同参考文献的多次引用等情况。本文尝试基于论文中不同章节的引文标注位置来探究不同章节的学科交叉程度,进而根据不同章节参考文献的重要程度来计算论文的加权学科交叉度。以2007-2016年发表在PLoS ONE期刊上的研究论文为例,研究结果表明:(1)引言(Introduction)、讨论(Discussion)、方法(Method)和结果(Results)四个章节的学科交叉程度依次降低;(2)与基于整体参考文献的学科交叉测度相比,基于引文标注位置的加权学科交叉度数值相对较低且分布更为集中。基于引文标注位置的学科交叉测度方法可以从内容的微观层面更加细致地测度论文的学科交叉水平,为交叉科学研究成果的测度和高交叉研究成果的识别提供了新的视角与思路。 相似文献
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《Journal of Informetrics》2020,14(3):101039
Predicting the citation counts of academic papers is of considerable significance to scientific evaluation. This study used a four-layer Back Propagation (BP) neural network model to predict the five-year citations of 49,834 papers in the library, information and documentation field indexed by the CSSCI database and published from 2000 to 2013. We extracted six paper features, two journal features, nine author features, eight reference features, and five early citation features to make the prediction. The empirical experiments showed that the performance of the BP neural network is significantly better than those of the six baseline models. In terms of the prediction effect, the accuracy of the model at predicting infrequently cited papers was higher than that for frequently cited ones. We determined that five essential features have significant effects on the prediction performance of the model, i.e., ‘citations in the first two years’, ‘first-cited age’, ‘paper length’, ‘month of publication’, and ‘self-citations of journals’, and the other features contribute only slightly to the prediction. 相似文献
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The effect of publishing a highly cited paper on a journal's impact factor: A case study of the Review of Particle Physics 
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下载免费PDF全文 Key points
- A more general and continuous form of ‘A short history of SHELX’ phenomenon has been found.
- The Review of Particle Physics (RPP) series, which is called the bible in the particle physics field, is highly cited by other research papers.
- The RPP phenomenon is found in different journals and is affected by the host journal's impact factor and publication size.
- The RPP phenomenon provides a big or small, but temporary, boost to its host journal's impact factor.
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《Journal of Informetrics》2023,17(2):101383
Many altmetric studies have analyzed which papers were mentioned how often on Twitter (one of the most important altmetrics sources). In order to study the potential relevance of tweets from another perspective, we investigate which tweets were cited in papers. If many tweets were cited in publications, this might demonstrate that tweets have substantial and useful content. Overall, a rather low number of citations to tweets (n=13,149) by less than 7,000 papers was found. Most tweets do not seem to be cited because of any cognitive influence they might have had on studies; they rather were study objects. Thus, this study does not support a high relevance of tweets (for research). Most of the papers that cited tweets are from the subject areas Social Sciences, Arts and Humanities, and Medicine. Most of the papers cited only one tweet. Up to 65 tweets cited in a single paper were found. An author keyword analysis revealed that the single largest topic seems to be the COVID-19/corona pandemic. 相似文献
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《Journal of Informetrics》2023,17(3):101431
In science-technology research, papers and patents are used to represent science and technology, respectively. Detecting sleeping beauty papers and their princes in technology (patent field) could uncover dynamic knowledge contributions from science (paper field) to technology (patent field). However, previous studies have mainly focused on sleeping beauty in science. Some studies have examined SB patents in technology, but SB papers in patents are rarely studied and need to be further discussed. In addition, knowledge could flow along citations. Thus, if one paper is cited by one patent's reference (indirect citation), it also contributes to the patent, even though the patent does not directly cite it. At the same time, indirect citations are rarely discussed in sleeping beauty studies. This could lead to a loss of significant information. Therefore, to reveal the dynamic knowledge contribution from science to technology considering indirect citations, this study proposed a new method of mining sleeping beauty papers in technology and their princes. The lithium-ion battery domain is selected as a case study. The findings are as follows: (1) Most papers do not contribute knowledge to technology continuously, even when considering indirect citations, and the time-varying knowledge contribution strength changes significantly overtime. (2) The knowledge contribution strength with a time delay of more than 11 years occupies 80% of the total knowledge contribution strength. It is suggested that the window period of paper publication evaluation be extended. (3) 22 sleeping beauty papers in technology are detected. Nine papers are among the top 10 regarding the total knowledge contribution strength. (4) The princes of 9 typical sleeping beauty papers in technology are all papers. This implies that the awakening of these papers in technology was all provoked by scientific development. 相似文献
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Bornmann and Leydesdorff (2011) proposed methods based on Web of Science data to identify field-specific excellence in cities where highly cited papers were published more frequently than can be expected. Top performers in output are cities in which authors are located who publish a number of highly cited papers that is statistically significantly higher than can be expected for these cities. Using papers published between 1989 and 2009 in information science improvements to the methods of Bornmann and Leydesdorff (2011) are presented and an alternative mapping approach based on the Integrated Impact Indicator (I3) is introduced here. The I3 indicator was developed by Leydesdorff and Bornmann (2011b). 相似文献