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This study investigates entropy's potential for analyzing scientific research patterns across disciplines. Originating from thermodynamics, entropy now measures uncertainty and diversity in information systems. We examine Shannon Entropy,…

物理与社会 · 物理学 2025-03-27 Yujie Shi , Alex Jie Yang , Sanhong Deng

We study the statistics of citations made to the indexed Science journals in the Journal Citation Reports during the period 2004-2013 using different measures. We consider different measures which quantify the impact of the journals. To our…

数字图书馆 · 计算机科学 2018-09-20 Abdul Khaleque , Arnab Chatterjee , Parongama Sen

Using aggregated journal-journal citation networks, the measurement of the knowledge base in empirical systems is factor-analyzed in two cases of interdisciplinary developments during the period 1995-2005: (i) the development of…

数字图书馆 · 计算机科学 2011-05-03 Loet Leydesdorff

There is an overall perception of increased interdisciplinarity in science, but this is difficult to confirm quantitatively owing to the lack of adequate methods to evaluate subjective phenomena. This is no different from the difficulties…

Using three years of the Journal Citation Reports (2011, 2012, and 2013), indicators of transitions in 2012 (between 2011 and 2013) are studied using methodologies based on entropy statistics. Changes can be indicated at the level of…

数字图书馆 · 计算机科学 2015-08-18 Loet Leydesdorff , Wouter de Nooy

Rankings of scholarly journals based on citation data are often met with skepticism by the scientific community. Part of the skepticism is due to disparity between the common perception of journals' prestige and their ranking based on…

应用统计 · 统计学 2015-12-16 Cristiano Varin , Manuela Cattelan , David Firth

Aggregated journal-journal citation networks based on the Journal Citation Reports 2004 of the Science Citation Index (5968 journals) and the Social Science Citation Index (1712 journals) are made accessible from the perspective of any of…

数字图书馆 · 计算机科学 2009-11-17 Loet Leydesdorff

Using three-year moving averages of the complete Journal Citation Reports 1994-2016 of the Science Citation Index and the Social Sciences Citation Index (combined), we analyze links between citing and cited journals in terms of (1) whether…

数字图书馆 · 计算机科学 2018-03-02 Loet Leydesdorff , Caroline S. Wagner , Lutz Bornmann

A citation-based indicator for interdisciplinarity has been missing hitherto among the set of available journal indicators. In this study, we investigate network indicators (betweenness centrality), journal indicators (Shannon entropy, the…

数字图书馆 · 计算机科学 2010-09-22 Loet Leydesdorff , Ismael Rafols

Using the Scopus dataset (1996-2007) a grand matrix of aggregated journal-journal citations was constructed. This matrix can be compared in terms of the network structures with the matrix contained in the Journal Citation Reports (JCR) of…

物理与社会 · 物理学 2009-09-18 Loet Leydesdorff , Felix de Moya-Anegon , Vicente P. Guerrero-Bote

Citation networks have fed numerous works in scientific evaluation, science mapping (and more recently large-scale network studies) for decades. The variety of citation behavior across scientific fields is both a research topic in sociology…

数字图书馆 · 计算机科学 2013-02-20 Michel Zitt , Jean-Philippe Cointet

This paper proposes an indicator of journals' scientific prestige, the SJR indicator, for ranking scholarly journals based on citation weighting schemes and eigenvector centrality to be used in complex and heterogeneous citation networks…

数字图书馆 · 计算机科学 2009-12-22 Borja Gonzalez-Pereira , Vicente Guerrero-Bote , Felix Moya-Anegon

The citation potential is a measure of the probability of being cited. Obviously, it is different among fields of science, social science, and humanities because of systematic differences in publication and citation behaviour across…

数字图书馆 · 计算机科学 2016-11-25 Pablo Dorta-Gonzalez , Maria Isabel Dorta-Gonzalez , Rafael Suarez-Vega

We study the statistics of citations made to the top ranked indexed journals for Science and Social Science databases in the Journal Citation Reports using different measures. Total annual citation and impact factor, as well as a third…

数字图书馆 · 计算机科学 2014-03-10 Abdul Khaleque , Arnab Chatterjee , Parongama Sen

The two Journal Citation Reports of the Science Citation Index 2004 and the Social Science Citation Index 2004 were combined in order to analyze and map journals and specialties at the edges and in the overlap between the two databases. For…

物理与社会 · 物理学 2009-11-17 Loet Leydesdorff

We submit newly developed citation impact indicators based not on arithmetic averages of citations but on percentile ranks. Citation distributions are-as a rule-highly skewed and should not be arithmetically averaged. With percentile ranks,…

数字图书馆 · 计算机科学 2011-06-21 Loet Leydesdorff , Lutz Bornmann , Rüdiger Mutz , Tobias Opthof

A theory of citations should not consider cited and/or citing agents as its sole subject of study. One is able to study also the dynamics in the networks of communications. While communicating agents (e.g., authors, laboratories, journals)…

数字图书馆 · 计算机科学 2010-01-26 Loet Leydesdorff , Peter Van den Besselaar

The dynamic analysis of structural change in the organization of the sciences requires methodologically the integration of multivariate and time-series analysis. Structural change--e.g., interdisciplinary development--is often an objective…

物理与社会 · 物理学 2009-11-10 Loet Leydesdorff , Thomas Schank

Book reviews play important roles in scholarly communication especially in arts and humanities disciplines. By using Web of Science's Science Citation Index Expanded, Social Sciences Citation Index, and Arts & Humanities Citation Index,…

数字图书馆 · 计算机科学 2018-02-09 Weishu Liu , Yishan Ding , Mengdi Gu

Certain areas of scientific research flourish while others lose advocates and attention. We are interested in whether structural patterns within citation networks correspond to the growth or decline of the research areas to which those…

社会与信息网络 · 计算机科学 2017-08-15 Benjamin W. Stewart , Andy Rivas , Luat T. Vuong
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