The Meaning of the Impact Factor
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Visualizing the Context of Citations Referencing Papers Published by Eugene Garfield: a New Type of Keyword Co- Occurrence Analysis
Scientometrics https://doi.org/10.1007/s11192-017-2591-8 Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co- occurrence analysis 1 2 3 Lutz Bornmann • Robin Haunschild • Sven E. Hug Received: 4 July 2017 Ó The Author(s) 2017. This article is an open access publication Abstract During Eugene Garfield’s (EG’s) lengthy career as information scientist, he published about 1500 papers. In this study, we use the impressive oeuvre of EG to introduce a new type of bibliometric networks: keyword co-occurrences networks based on the context of citations, which are referenced in a certain paper set (here: the papers published by EG). The citation context is defined by the words which are located around a specific citation. We retrieved the citation context from Microsoft Academic. To interpret and compare the results of the new network type, we generated two further networks: co- occurrence networks which are based on title and abstract keywords from (1) EG’s papers and (2) the papers citing EG’s publications. The comparison of the three networks suggests that papers of EG and citation contexts of papers citing EG are semantically more closely related to each other than to titles and abstracts of papers citing EG. This result accords with the use of citations in research evaluation that is based on the premise that citations reflect the cognitive influence of the cited on the citing publication. Keywords Bibliometrics Á Eugene Garfield Á Citation context analysis Á Co-occurrence network & Lutz Bornmann [email protected] Robin Haunschild [email protected] Sven E. -
Of Eugene Garfield's Publications
Scientometrics https://doi.org/10.1007/s11192-017-2608-3 Reference publication year spectroscopy (RPYS) of Eugene Garfield’s publications 1 2 3 Lutz Bornmann • Robin Haunschild • Loet Leydesdorff Received: 26 June 2017 Ó The Author(s) 2017. This article is an open access publication Abstract Which studies, theories, and ideas have influenced Eugene Garfield’s scientific work? Recently, the method reference publication year spectroscopy (RPYS) has been introduced, which can be used to answer this and related questions. Since then, several studies have been published dealing with the historical roots of research fields and sci- entists. The program CRExplorer (http://www.crexplorer.net) was specifically developed for RPYS. In this study, we use this program to investigate the historical roots of Eugene Garfield’s oeuvre. Keywords Cited references Á Reference publication year spectroscopy Á Eugene Garfield Á Historical roots Á RPYS Á Pioneer Á Bibliometrics Introduction Bibliometrics has become a central component of research evaluation. Field-normalized indicators are used to assess the scientific performance of institutions and countries. Individual researchers are well informed about their h index. The development to this & Lutz Bornmann [email protected] Robin Haunschild [email protected] Loet Leydesdorff [email protected] 1 Division for Science and Innovation Studies, Administrative Headquarters of the Max Planck Society, Hofgartenstr. 8, 80539 Munich, Germany 2 Max Planck Institute for Solid State Research, Heisenbergstr. 1, 70569 Stuttgart, Germany 3 Amsterdam School of Communication Research (ASCoR), University of Amsterdam, PO Box 15793, 1001 NG Amsterdam, The Netherlands 123 Scientometrics prominence of bibliometrics had not been possible without the groundbreaking work of Eugene Garfield (EG). -
On the Relation Between the Wos Impact Factor, the Eigenfactor, the Scimago Journal Rank, the Article Influence Score and the Journal H-Index
1 On the relation between the WoS impact factor, the Eigenfactor, the SCImago Journal Rank, the Article Influence Score and the journal h-index Ronald ROUSSEAU 1 and the STIMULATE 8 GROUP 2 1 KHBO, Dept. Industrial Sciences and Technology, Oostende, Belgium [email protected] 2Vrije Universiteit Brussel (VUB), Brussels, Belgium The STIMULATE 8 Group consists of: Anne Sylvia ACHOM (Uganda), Helen Hagos BERHE (Ethiopia), Sangeeta Namdev DHAMDHERE (India), Alicia ESGUERRA (The Philippines), Nguyen Thi Ngoc HOAN (Vietnam), John KIYAGA (Uganda), Sheldon Miti MAPONGA (Zimbabwe), Yohannis MARTÍ- LAHERA (Cuba), Kelefa Tende MWANTIMWA (Tanzania), Marlon G. OMPOC (The Philippines), A.I.M. Jakaria RAHMAN (Bangladesh), Bahiru Shifaw YIMER (Ethiopia). Abstract Four alternatives to the journal Impact Factor (IF) indicator are compared to find out their similarities. Together with the IF, the SCImago Journal Rank indicator (SJR), the EigenfactorTM score, the Article InfluenceTM score and the journal h- index of 77 journals from more than ten fields were collected. Results show that although those indicators are calculated with different methods and even use different databases, they are strongly correlated with the WoS IF and among each other. These findings corroborate results published by several colleagues and show the feasibility of using free alternatives to the Web of Science for evaluating scientific journals. Keywords: WoS impact factor, Eigenfactor, SCImago Journal Rank (SJR), Article Influence Score, journal h-index, correlations Introduction STIMULATE stands for Scientific and Technological Information Management in Universities and Libraries: an Active Training Environment. It is an international training programme in information management, supported by the Flemish Interuniversity Council (VLIR), aiming at young scientists and professionals from 2 developing countries. -
On July 15, 1955, Dr. Eugene Garfield Revolutionized Research with His Concept of Citation Indexing and Searching
Sunday, July 12, 2009 • CHICAGO ON JULY 15, 1955, DR. EUGENE GARFIELD REVOLUTIONIZED RESEARCH WITH HIS CONCEPT OF CITATION INDEXING AND SEARCHING. With the publication of his ground-breaking paper “Citation Indexes for Science: A New Dimension in Documentation through Association of Ideas,” Dr. Garfi eld laid the foundation for what is now, Web of Science®. To this day, only Web of Science® offers a true cited reference index which is still the best tool for discovery and the only method of retrieving accurate citation counts. FOR REAL KNOWLEDGE : VISIT : BOOTH #3616 isiwebofknowledge.com/realfacts REAL FACTS : REAL NUMBERS : REAL KNOWLEDGE Page 16 • Cognotes Sunday, July 12, 2009 • CHICAGO Patricia Martin to Speak Celebrate the Coretta Scott King Awards Anniversary at LLAMA President’s ALA’s Coretta Scott King Book imprint of Boyds Mills Press, Inc. partners who work with youth. Program Awards Committee invites you to Three Illustrator Honor Books were • Creative opportunities for commu- celebrate their 40th anniversary. Be- also selected: We Are the Ship: The Story nity involvement: Intergenerational Author and consultant Patricia ginning with a special program “Lift of Negro League Baseball, written and il- book discussions, community-wide Martin will speak at the LLAMA Every Voice and Read: Everything you lustrated by Kadir Nelson and published reading programs, and more. President’s Program today, 1:30 – wanted to know about the Coretta Scott by Disney-Jump at the Sun, an imprint Registration for this special event is 3:00 pm at the Fairmont Hotel In- King Book Award titles, and more,” and of Disney Book Group; The Moon Over $100 and includes a copy of The Coretta ternational Ballroom. -
Amplifying the Impact of Open Access: Wikipedia and the Diffusion of Science
(forthcoming in the Journal of the Association for Information Science and Technology) Amplifying the Impact of Open Access: Wikipedia and the Diffusion of Science Misha Teplitskiy Grace Lu Eamon Duede Dept. of Sociology and KnowledgeLab Computation Institute and KnowledgeLab University of Chicago KnowledgeLab University of Chicago [email protected] University of Chicago [email protected] (773) 834-4787 [email protected] (773) 834-4787 5735 South Ellis Avenue (773) 834-4787 5735 South Ellis Avenue Chicago, Illinois 60637 5735 South Ellis Avenue Chicago, Illinois 60637 Chicago, Illinois 60637 Abstract With the rise of Wikipedia as a first-stop source for scientific knowledge, it is important to compare its representation of that knowledge to that of the academic literature. Here we identify the 250 most heavi- ly used journals in each of 26 research fields (4,721 journals, 19.4M articles in total) indexed by the Scopus database, and test whether topic, academic status, and accessibility make articles from these journals more or less likely to be referenced on Wikipedia. We find that a journal’s academic status (im- pact factor) and accessibility (open access policy) both strongly increase the probability of its being ref- erenced on Wikipedia. Controlling for field and impact factor, the odds that an open access journal is referenced on the English Wikipedia are 47% higher compared to paywall journals. One of the implica- tions of this study is that a major consequence of open access policies is to significantly amplify the dif- fusion of science, through an intermediary like Wikipedia, to a broad audience. Word count: 7894 Introduction Wikipedia, one of the most visited websites in the world1, has become a destination for information of all kinds, including information about science (Heilman & West, 2015; Laurent & Vickers, 2009; Okoli, Mehdi, Mesgari, Nielsen, & Lanamäki, 2014; Spoerri, 2007). -
Google Scholar: the New Generation of Citation Indexes
Libri, 2005, vol. 55, pp. 170–180 Copyright Saur 2005 ______________________________________________ Printed in Germany · All rights reserved Libri ISSN 0024-2667 Google Scholar: The New Generation of Citation Indexes ALIREZA NORUZI Department of Library and Information Science, University of Tehran, Tehran, Iran Google Scholar (http://scholar.google.com) provides a new an overview of how to use Google Scholar for citation method of locating potentially relevant articles on a given analysis and identifies advanced search techniques not well subject by identifying subsequent articles that cite a pre- documented by Google Scholar. This study also compares viously published article. An important feature of Google the citation counts provided by Web of Science and Google Scholar is that researchers can use it to trace interconnec- Scholar for articles in the field of “Webometrics.” It makes tions among authors citing articles on the same topic and to several suggestions for improving Google Scholar. Finally, it determine the frequency with which others cite a specific concludes that Google Scholar provides a free alternative or article, as it has a “cited by" feature. This study begins with complement to other citation indexes. Background of the study and relating them to each other was difficult. The proposed retrieval solution for the Web has been Eugene Garfield first outlined the idea of a uni- called a “Web Citation Index” (Eysenbach and fied citation index to the literature of science in Diepgen 1998). In effect, Google Scholar builds 1955. “Citation indexes resolve semantic prob- something similar to the Science Citation Index lems associated with traditional subject indexes (SCI), which was proposed 50 years ago for paper by using citation symbology rather than words to publishing, and provides the first Web citation describe the content of a document” (Weinstock index. -
(RPYS) of Eugene Garfield's Publications
Reference Publication Year Spectroscopy (RPYS) of Eugene Garfield’s publications Lutz Bornmann*, Robin Haunschild**, Loet Leydesdorff*** * Division for Science and Innovation Studies, Administrative Headquarters of the Max Planck Society, Hofgartenstr. 8, 80539 Munich, Germany. Email: [email protected] ** Max Planck Institute for Solid State Research, Heisenbergstr. 1, 70569 Stuttgart, Germany. Email: [email protected] *** Amsterdam School of Communication Research (ASCoR) University of Amsterdam, PO Box 15793, 1001 NG Amsterdam, The Netherlands. Email: [email protected] Abstract Which studies, theories, and ideas have influenced Eugene Garfield’s scientific work? Recently, the method reference publication year spectroscopy (RPYS) has been introduced, which can be used to answer this and related questions. Since then, several studies have been published dealing with the historical roots of research fields and scientists. The program CRExplorer (http://www.crexplorer.net) was specifically developed for RPYS. In this study, we use this program to investigate the historical roots of Eugene Garfield’s oeuvre. Key words Cited references, reference publication year spectroscopy, Eugene Garfield, historical roots, RPYS, pioneer, bibliometrics 2 1 Introduction Bibliometrics has become a central component of research evaluation. Field- normalized indicators are used to assess the scientific performance of institutions and countries. Individual researchers are well informed about their h index. The development to this prominence of bibliometrics had not been possible without the groundbreaking work of Eugene Garfield (EG). EG conceptualized the citation indexing in science and published the underlying concept in Science (Garfield, 1955). His invention of the index “revolutionized the world of scientific information and made him one of the most visionary figures in information science and scientometrics” (van Raan & Wouters, 2017). -
Ranking Forestry Journals Using the H-Index
Ranking forestry journals using the h-index Journal of Informetrics, in press Jerome K Vanclay Southern Cross University PO Box 157, Lismore NSW 2480, Australia [email protected] Abstract An expert ranking of forestry journals was compared with journal impact factors and h -indices computed from the ISI Web of Science and internet-based data. Citations reported by Google Scholar offer an efficient way to rank all journals objectively, in a manner consistent with other indicators. This h-index exhibited a high correlation with the journal impact factor (r=0.92), but is not confined to journals selected by any particular commercial provider. A ranking of 180 forestry journals is presented, on the basis of this index. Keywords : Hirsch index, Research quality framework, Journal impact factor, journal ranking, forestry Introduction The Thomson Scientific (TS) Journal Impact Factor (JIF; Garfield, 1955) has been the dominant measure of journal impact, and is often used to rank journals and gauge relative importance, despite several recognised limitations (Hecht et al., 1998; Moed et al., 1999; van Leeuwen et al., 1999; Saha et al., 2003; Dong et al., 2005; Moed, 2005; Dellavalle et al., 2007). Other providers offer alternative journal rankings (e.g., Lim et al., 2007), but most deal with a small subset of the literature in any discipline. Hirsch’s h-index (Hirsch, 2005; van Raan, 2006; Bornmann & Daniel, 2007a) has been suggested as an alternative that is reliable, robust and easily computed (Braun et al., 2006; Chapron and Husté, 2006; Olden, 2007; Rousseau, 2007; Schubert and Glänzel, 2007; Vanclay, 2007; 2008). -
Impact Factors Can Mislead Was 'Valid' Or Not
going to determine whether one's research Impact factors can mislead was 'valid' or not. Research productivity is now evaluated by a National Committee SIR - Impact factors (IFs) for scientific purchased from ISL In each category we selected by the Spanish Science and journals, developed by the Institute for compared the ranking of journals by IF as Education Ministry, which simply rates Scientific Information (ISi) and published printed in the JCR to the one based on our one's research according to the number of in the section "Journals per category, correct IF, by calculating the number of SCI publications accumulated over a six ranked by Impact Factor" of the Journal journals moving at least 1, 3, 5 or 10 posi year period. Citation Reports (JCR), are frequently used tions. The table shows the five categories This may work in some fields, but it fails to evaluate the status of scientific journals affected most severely, measured through in botany, geology and zoology, for exam or even the publication output of scientists. the percentage of journals moving at least ple, because these disciplines do not gener The IF of a journal in year T is defined as one position in the ranking. The categories ate as many articles or citations as, say, the number of citations in year T to docu- listed relate not only to the medical sciences biotechnology or genetics. The combination ments published in that journal in years but also to chemistry and engineering of less frequent citations and a publishing T - 1 and T- 2 , divided by the number of sciences. -
Introduction to Bibliometrics
Introduction to Bibliometrics Bibliometrics A new service of the university library to support academic research Carolin Ahnert and Martin Bauschmann This work is licensed under: Creative Commons Attribution 4.0 International License. Chemnitz ∙ 16.05.17 ∙ Carolin Ahnert, Martin Bauschmann www.tu-chemnitz.de Introduction to Bibliometrics What is bibliometrics? – short definition „Bibliometrics is the statistical analysis of bibliographic data, commonly focusing on citation analysis of research outputs and publications, i.e. how many times research outputs and publications are being cited“ (University of Leeds, 2014) Quantitative analysis and visualisation of scientific research output based on publication and citation data Chemnitz ∙ 16.05.17 ∙ Carolin Ahnert, Martin Bauschmann www.tu-chemnitz.de Introduction to Bibliometrics What is bibliometrics? – a general classification descriptive bibliometrics evaluative bibliometrics Identification of relevant research topics Evaluation of research performance cognition or thematic trends (groups of researchers, institutes, Identification of key actors universities, countries) interests Exploration of cooperation patterns and Assessment of publication venues communication structures (especially journals) Interdisciplinarity Productivity → visibility → impact → Internationality quality? examined Topical cluster constructs Research fronts/ knowledge bases Social network analysis: co-author, co- Indicators: number of articles, citation methods/ citation, co-word-networks etc. rate, h-Index, -
The History and Meaning of the Journal Impact Factor Eugene Garfield, Phd Duces the Number of Journals with the Identical Impact Rank
COMMENTARY The History and Meaning of the Journal Impact Factor Eugene Garfield, PhD duces the number of journals with the identical impact rank. However, it matters very little whether, for example, the im- FIRST MENTIONED THE IDEA OF AN IMPACT FACTOR IN pact of JAMA is quoted as 24.8 rather than 24.831. Science in 1955.1 With support from the National A journal’s impact factor is based on 2 elements: the nu- Institutes of Health, the experimental Genetics Citation merator, which is the number of citations in the current year Index was published, and that led to the 1961 publica- to items published in the previous 2 years, and the denomi- Ition of the Science Citation Index.2 Irving H. Sher and I cre- nator, which is the number of substantive articles and re- ated the journal impact factor to help select additional views published in the same 2 years. The impact factor could source journals. To do this we simply re-sorted the author just as easily be based on the previous year’s articles alone, citation index into the journal citation index. From this which would give even greater weight to rapidly changing simple exercise, we learned that initially a core group of fields. An impact factor could also take into account longer large and highly cited journals needed to be covered in the periods of citations and sources, but then the measure would new Science Citation Index (SCI). Consider that, in 2004, be less current. the Journal of Biological Chemistry published 6500 articles, whereas articles from the Proceedings of the National Acad- Scientometrics and Journalology emy of Sciences were cited more than 300 000 times that Citation analysis has blossomed over the past 4 decades. -
Appropriate Use of Bibliometric Indicators for the Assessment Of
Appropriate Use of Bibliometric Indicators for the Assessment of Journals, Research Proposals, and Individuals (Adopted by the IEEE Board of Directors 9 September 2013) Bibliometric indicators provide numerical scales that are intended to quantitatively determine the value of scientific research and the scholarly publication in which that research is published. Since scientific performance cannot, of course, be directly “measured”, citations acquired by each published paper are assumed as a proxy for quality, without prejudging the reasons for the citations. The application of bibliometrics to quantify the significance of individual journals dates back several decades [1] and the field has now reached a sufficiently high level of maturity to recognize that the scientific impact of journals as evaluated by bibliometrics is a complex, multi-dimensional construct and therefore more than one indicator is needed for such evaluation [2]-[4]. Nearly all commonly used bibliometric indices [1],[5]-[7] can be classified fundamentally as measuring either popularity or prestige, two concepts for which citation behaviors are valued in different and complementary ways. These indices also offer differing consideration of self-citations and have various levels of susceptibility to potential manipulation. As such, use of a single bibliometric index to rank, evaluate, and value journals is inappropriate. Rather, the use of multiple metrics with complementary features provides a more comprehensive view of journals and their relative placements in their fields. Recently, citation counts and proxies thereof have risen in importance as fundamental elements in the determination of the scientific impact of entire departments or universities and research centers [8], funding evaluations of research proposals and the assessment of individual scientists for tenure and promotion [9], salary raises [10], or even to predict future career success [11].