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Scientometrics

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345:, it measures influences on scientific work, but in a different sense; it measures institutional and economic influences as well as informal influences of individual people, ideas, and artifacts. Unlike the impact factor, it does not produce a single overall metric, but analyzes the components separately. However, the total number of acknowledgments to an acknowledged entity can be measured and so can the number of citations to the papers in which the acknowledgment appears. The ratio of this total number of citations to the total number of papers in which the acknowledge entity appears can be construed as the impact of that acknowledged entity. 3050: 3025: 386:. Although altmetrics are often thought of as metrics about articles, they can be applied to people, journals, books, data sets, presentations, videos, source code repositories, web pages, etc. Altmetrics use public APIs across platforms to gather data with open scripts and algorithms. Altmetrics did not originally cover 48:. Major research issues include the measurement of the impact of research papers and academic journals, the understanding of scientific citations, and the use of such measurements in policy and management contexts. In practice there is a significant overlap between scientometrics and other scientific fields such as 106:, was established in 1978. The industrialization of science increased the number of publications and research outcomes and the rise of the computers allowed effective analysis of this data. While the sociology of science focused on the behavior of scientists, scientometrics focused on the analysis of 390:
counts, but calculate scholar impact based on diverse online research output, such as social media, online news media, online reference managers and so on. It demonstrates both the impact and the detailed composition of the impact. Altmetrics could be applied to research filter, promotion and tenure
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Methods of research include qualitative, quantitative and computational approaches. The main focus of studies have been on institutional productivity comparisons, institutional research rankings, journal rankings establishing faculty productivity and tenure standards, assessing the influence of top
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Recommendations to avoid common errors in scientometrics include: select topics with sufficient data; use data mining and web scraping, combine methods, and eliminate "false positives". It is also necessary to understand the limits of search engines (e.g. Web of Science, Scopus and Google Scholar)
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One significant finding in the field is a principle of cost escalation to the effect that achieving further findings at a given level of importance grow exponentially more costly in the expenditure of effort and resources. However, new algorithmic methods in search,
341:. Typically, a scholarly article has a section in which the authors acknowledge entities such as funding, technical staff, colleagues, etc. that have contributed materials or knowledge or have influenced or inspired their work. Like a 150:
Around the same time, the interest of governments in evaluating research for the purpose of assessing the impact of science funding increased. As the investments in scientific research were included as part of the U.S.
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Mehrazar, Maryam; Kling, Christoph Carl; Lemke, Steffen; Mazarakis, Athanasios; Peters, Isabella (2018-04-08). "Can We Count on Social Media Metrics? First Insights into the Active Scholarly Use of Social Media".
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Later, around the turn of the century, evaluation and ranking of scientists and institutions came more into the spotlights. Based on bibliometric analysis of scientific publications and citations, the
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for the relative importance of a journal within its field; journals with higher impact factors are often deemed to be more important than those with lower ones. The impact factor was devised by
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Lowry, Paul Benjamin; Humphreys, Sean; Malwitz, Jason; Nix, Joshua C (2007). "A scientometric study of the perceived quality of business and technical communication journals".
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Evaluating journal quality and the Association for Information Systems (AIS) Senior Scholars' journal basket via bibliometric measures: Do expert journal assessments add value?
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Altmetrics and article-level metrics are sometimes used interchangeably, but there are important differences: article-level metrics also include citations and usage data; ...
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Dean, Douglas L; Lowry, Paul Benjamin; Humpherys, Sean (2011). "Profiling the research productivity of tenured information systems faculty at U.S. institutions".
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Ma, Jiupeng; Fu, Hui-Zhen; Ho, Yuh-Shan (December 2012). "The Top-cited Wetland Articles in Science Citation Index Expanded: characteristics and hotspots".
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Piwowar, Heather; Priem, Jason; Orr, Richard (2019-10-09). "The Future of OA: A large-scale analysis projecting Open Access publication and readership".
3068: 3063: 1505:; Han, Hui; Manavoglu, Eren (2005). "Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library". 133: 3626: 773:
Lowry, Paul Benjamin; Moody, Gregory D.; Gaskin, James; Galletta, Dennis F.; Humpherys, Sean; Barlow, Jordan B.; and Wilson, David W. (2013). "
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became an important tool to choose between different journals. Rankings such as the Academic Ranking of World Universities and the
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Jiawei, H., Kamber, M., Han, J., Kamber, M., Pei, J. 2012. Data Mining: Concepts and Techniques. Morgan Kaufmann, Wlatham, EE.UU.
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Altmetrics is the study and use of nontraditional scholarly impact measures that are based on activity in web-based environments
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Moher, David; Naudet, Florian; Cristea, Ioana A.; Miedema, Frank; Ioannidis, John P. A.; Goodman, Steven N. (2018-03-29).
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Nalimov, Vasily Vasilyevich; Mulchenko, B. M. (1969). ""Scientometrics." Studies of science as a process of information".
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Recipient of the Rudolph Joenk Award for Best Paper Published in IEEE Transactions on Professional Communication in 2007.
307:, across 150 disciplines, from 1900 to the present. These are alternatively described as the world's leading journals of 1155:"Extracción de datos de perfiles en Google Scholar utilizando un algoritmo en el lenguaje R para hacer minería de datos" 3381: 3010: 1791: 3444: 3096: 2455: 2448: 2431: 2310: 2300: 2282: 1532: 110:. Accordingly, scientometrics is also referred to as the scientific and empirical study of science and its outcomes. 1813:
Opening Science: The Evolving Guide on How the Internet Is Changing Research, Collaboration and Scholarly Publishing
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Garfield, E. (1955). "Citation Indexes for Science: A New Dimension in Documentation through Association of Ideas".
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Nariani, Rajiv (2017-03-24). "Supplementing Traditional Ways of Measuring Scholarly Impact: The Altmetrics Way".
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scholarly articles, and developing profiles of top authors and institutions in terms of research performance.
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became an important indicator of the productivity and impact of the work of a scientist. However, alternative
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Weingart, Peter (2005-01-01). "Impact of bibliometrics upon the science system: Inadvertent consequences?".
3636: 3606: 3089: 2978: 2808: 2736: 2436: 2365: 1817: 1400: 732:"Global journal prestige and supporting disciplines: A scientometric study of information systems journals" 3601: 3154: 1444: 603:"From the science of science to Scientometrics visualizing the history of science with HistCite software" 1194:
Añino Ramos, Yostin Jesús; Monge Najera, Julian; Murillo-Gonzalez, Danny; Michán-Aguirre, Layla (2021).
1084:"Assessing leading institutions, faculty, and articles in premier information systems research journals" 3616: 3596: 2786: 1289: 303:). The larger version (Science Citation Index Expanded) covers more than 8,500 notable and significant 3036: 2993: 2988: 2963: 2878: 2868: 2863: 1553:"Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing" 777:," MIS Quarterly (MISQ), vol. 37(4), 993–1012. Also, see a YouTube video narrative of this paper at: 57: 3631: 2161: 3672: 2873: 2776: 2423: 2370: 1552: 1515: 1452: 526: 101: 31: 2224: 1895:
Galligan, Finbar; Dyas-Correia, Sharon (March 2013). "Altmetrics: Rethinking the Way We Measure".
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are showing that is not the case for many information retrieval and extraction-based problems.
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which fail to index thousands of studies in small journals and underdeveloped countries.
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Priem, Jason; Taraborelli, Dario; Groth, Paul; Neylon, Cameron (September 28, 2011).
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Over-optimization of academic publishing metrics: observing Goodhart's Law in action
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Kinouchi, O. (2018). "A simple centrality index for scientific social recognition".
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were set up to assess if the positive impact on the economy would actually occur.
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which is heavily used for scientometric analysis. A dedicated academic journal,
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dossiers, grant applications and for ranking newly published articles in
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to recent articles published in that journal. It is frequently used as a
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Lowry, Paul Benjamin; Karuga, Gilbert G.; Richardson, Vernon J. (2007).
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Karuga, Gilbert G.; Lowry, Paul Benjamin; Richardson, Vernon J. (2007).
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An acknowledgment index (British acknowledgement index) is a method for
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Mcfedries, Paul (August 2012). "Measuring the impact of altmetrics ".
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Journal of the American Society for Information Science and Technology
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Critics have argued that overreliance on scientometrics has created a
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In scholarly and scientific publishing, altmetrics are nontraditional
136:(THE-ranking) became an indicator for the status of universities. The 3429: 3272: 2948: 2415: 2390: 2269: 1548: 1502: 1445:"The top-cited research works in the Science Citation Index Expanded" 1011: 196: 188: 2135:"Open Access Scientometrics and the UK Research Assessment Exercise" 1507:
Proceedings of the 3rd international conference on Knowledge capture
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Journal of the Association for Information Science and Technology
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founded in 1993 is an association of professionals in the field.
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to ensure transparency and reproducibility in line with modern
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proposed as an alternative or complement to more traditional
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Lowry, Paul Benjamin; Romans, Denton; Curtis, Aaron (2004).
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International Encyclopedia of Social and Behavioral Sciences
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The impact factor (IF) or journal impact factor (JIF) of an
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Lane, J (2009). "Assessing the Impact of Science Funding".
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Quintero, Erika; Saavedra, Dalys; Murillo, Danny (2018).
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Communications of the Association for Information Systems
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Communications of the Association for Information Systems
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International Society for Scientometrics and Informetrics
295:. It was officially launched in 1964. It is now owned by 155:(ARRA), a major economic stimulus package, programs like 115:
International Society for Scientometrics and Informetrics
1924:"Assessing scientists for hiring, promotion, and tenure" 953: 764: 554: 124:("Shanghai ranking") was first published in 2004 by the 2213: 1152: 658:Методологические Проблемы Цивилистических Исследований 653:Юридическая Наукометрия И Цивилистические Исследования 2007:
Proceedings of the 10th ACM Conference on Web Science
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Physica A: Statistical Mechanics and Its Applications
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is a measure reflecting the yearly average number of
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Modern scientometrics is mostly based on the work of
1894: 1816:. Cham: Springer International Publishing. p.  1803: 2260: 997: 736:Journal of the Association for Information Systems 211:provided by libraries and institutions worldwide. 1709:Chavda, Janica; Patel, Anika (30 December 2015). 729: 725: 723: 678: 3654: 1809: 585: 134:Times Higher Education World University Rankings 76:environment that leads to low-quality research. 1607: 1122: 956:IEEE Transactions on Professional Communication 218: 720: 649: 153:American Recovery and Reinvestment Act of 2009 3097: 2246: 1547: 1282:"The evolution of the Science Citation Index" 2192:Ethics in Science and Environmental Politics 857: 572:(2013), forthcoming in: Lynch, M. (editor), 1708: 1333:University of Pennsylvania Garfield Library 779:https://www.youtube.com/watch?v=LZQIDkA-ke0 547: 315:, because of a rigorous selection process. 3104: 3090: 2253: 2239: 1810:Bartling, Sönke; Friesike, Sascha (2014). 679:Борисов, М. В.; Майсуразде, А. И. (2014). 235:depending on which feature they evaluate. 27:Quantitative study of scholarly literature 2227:GigaScience, Volume 8, Issue 6, June 2019 2203: 2160: 2150: 2067: 2024: 2014: 1957: 1939: 1859: 1734: 1669: 1590: 1580: 1514: 1317: 1228: 1211: 1170: 1128: 1099: 1058: 871: 842: 832: 747: 272: 79: 2214:The Places & Spaces: Mapping Science 2082: 1781: 1371: 1323: 1279: 1234: 600: 3111: 1980: 1551:; Councill, I. G. (December 15, 2004). 1391: 650:Валеев, Д. Х.; Голубцов, В. Г. (2018). 382:, and has its roots in the #altmetrics 318: 203:trends is based on data retrieved from 162: 14: 3655: 2221:, September 7, 2007 – January 7, 2008. 2185: 2129: 1652:Haustein, Stefanie; Peters, Isabella; 1397: 1273: 488:Lists of science and technology awards 283:The Science Citation Index (SCI) is a 122:Academic Ranking of World Universities 3612:Academic databases and search engines 3085: 2234: 2219:American Museum of Science and Energy 2049: 904: 815:Belikov, A.V.; Belikov, V.V. (2015). 414: 333:and analyzing acknowledgments in the 44:that studies quantitative aspects of 1488:"Acknowledgement vs. Acknowledgment" 1480: 1436: 910: 568:and Milojevic, S., "Scientometrics" 337:and, thus, quantifies the impact of 289:Institute for Scientific Information 267:Institute for Scientific Information 98:Institute for Scientific Information 2747:Digital media use and mental health 2461:Sociology of the history of science 1782:Binfield, Peter (9 November 2009). 1715:British Journal of General Practice 411:that lead to low-quality research. 24: 3382:Academic journal publishing reform 1997: 1792:University of California, Berkeley 1765:"Altmetrics: A manifesto (v 1.01)" 1645: 1442: 427:is a Professor of Scientometrics. 25: 3689: 2456:Sociology of scientific ignorance 2301:History and philosophy of science 2283:Economics of scientific knowledge 2123: 2050:Roche, Christopher (2022-08-31). 1379:"Science Citation Index Expanded" 3049: 3048: 3023: 1983:ACRL 2017 Conference Proceedings 1799:from the original on 2021-12-12. 1620:Public Library of Science (PLOS) 498:Semantic Web § Applications 238: 199:index and attendant research on 195:requirements. For instance, the 2076: 2043: 1974: 1915: 1702: 1630: 1541: 1494: 1187: 1146: 1137: 1116: 1075: 1034: 991: 947: 851: 808: 453:College and university rankings 2262:Science and technology studies 1354:"History of Citation Indexing" 784: 700: 672: 643: 594: 579: 13: 1: 3642:Category:Scientific documents 1561:Proc. Natl. Acad. Sci. U.S.A. 1509:. K-CAP '05. pp. 19–26. 834:10.12688/f1000research.7070.1 398: 348: 223:Indexes may be classified as 126:Shanghai Jiao Tong University 3637:Category:Academic publishing 2809:Normalization process theory 2366:Philosophy of social science 1941:10.1371/journal.pbio.2004089 1909:10.1016/j.serrev.2013.01.003 1401:Environmental Earth Sciences 1259:10.1126/science.122.3159.108 219:Common scientometric indexes 183:More recent methods rely on 7: 890:10.1016/j.physa.2017.08.072 519: 430: 287:originally produced by the 10: 3694: 3455:Indexes and search engines 2432:construction of technology 1874:10.1109/MSPEC.2012.6247557 1290:International Microbiology 352: 322: 276: 242: 207:endpoints of thousands of 29: 3589: 3511: 3453: 3417: 3374: 3298: 3233: 3185: 3147: 3119: 3019: 2964:Politicization of science 2924: 2710: 2479: 2414: 2326: 2291: 2268: 2171:10.1007/s11192-009-0409-z 2097:10.1007/s11192-005-0007-7 1826:10.1007/978-3-319-00026-8 1466:10.1007/s11192-012-0837-z 1422:10.1007/s12665-012-2193-y 1324:Garfield, Eugene (1963). 1280:Garfield, Eugene (2011). 622:10.1016/j.joi.2009.03.009 601:Garfield, Eugene (2009). 92:. The latter created the 58:science of science policy 2371:Philosophy of technology 2069:10.1308/rcsbull.2022.112 1326:"Science Citation Index" 717:Volume 1, Issue 1 (1978) 657: 652: 576:subsection 85030. (2015) 548:References and footnotes 32:Scientometrics (journal) 3632:Style/formatting guides 3534:Scholarly communication 3234:Other publication types 2056:Bull Roy Coll Surg Engl 2026:10.1145/3201064.3201101 1582:10.1073/pnas.0407743101 1525:10.1145/1088622.1088627 1172:10.33412/idt.v14.1.1807 968:10.1109/TPC.2007.908733 925:10.1126/science.1175335 610:Journal of Informetrics 541:Journal of Informetrics 393:academic search engines 86:Derek J. de Solla Price 3574:Least publishable unit 3246:Collection of articles 2444:Sociology of knowledge 419:The main character in 279:Science Citation Index 273:Science Citation Index 94:Science Citation Index 80:Historical development 3564:Electronic publishing 3539:Scientific literature 3316:Article-level metrics 3011:Transition management 3001:Technology assessment 2969:Regulation of science 2944:Evidence-based policy 2829:Sociotechnical system 2678:Traditional knowledge 2558:Psychology of science 2531:Mapping controversies 2437:shaping of technology 2396:Social constructivism 2361:Philosophy of science 2318:History of technology 1727:10.3399/bjgp16X683353 1443:Ho, Yuh-Shan (2012). 1303:10.2436/20.1501.01.10 380:article level metrics 335:scientific literature 291:(ISI) and created by 265:, the founder of the 233:journal-level metrics 225:article-level metrics 30:For the journal, see 3607:Open-access journals 3554:Open scientific data 3361:SCImago Journal Rank 3321:Author-level metrics 3306:Acknowledgment index 2916:Women in engineering 2762:Financial technology 2742:Digital anthropology 2511:Criticism of science 2424:Actor–network theory 2386:Religion and science 2278:Economics of science 1654:Sugimoto, Cassidy R. 1638:Altmetrics Manifesto 1501:Councill, Isaac G.; 1490:. 22 September 2012. 1101:10.17705/1CAIS.02016 1060:10.17705/1CAIS.01907 749:10.17705/1jais.00045 503:SCImago Journal Rank 443:Author-level metrics 325:Acknowledgment index 319:Acknowledgment index 229:author-level metrics 163:Methods and findings 147:have been proposed. 145:author-level metrics 62:sociology of science 46:scholarly literature 3602:Scientific journals 3113:Academic publishing 2757:Engineering studies 2727:Cyborg anthropology 2516:Demarcation problem 2401:Social epistemology 1623:. 3 November 2021. 1573:2004PNAS..10117599G 1567:(51): 17599–17604. 1414:2009EnGeo..56.1247D 1358:Clarivate Analytics 1251:1955Sci...122..108G 919:(5932): 1273–1275. 882:2018PhyA..491..632K 711:editorial statement 660:(in Russian): 45–57 409:perverse incentives 297:Clarivate Analytics 70:perverse incentives 54:information science 50:information systems 3622:Copyright policies 3617:University presses 3524:Scientific writing 3392:Citation advantage 3299:Impact and ranking 3132:Scientific journal 3037:History of science 2954:Funding of science 2824:Skunkworks project 2521:Double hermeneutic 2306:History of science 2186:Harnad, S (2008). 1615:"PLOS Collections" 707:De Solla Price, D. 468:Expert elicitation 438:Academic careerism 415:In popular culture 3650: 3649: 3627:Preprint policies 3597:Academic journals 3580:Publish or perish 3435:Version of record 3375:Reform and access 3177:Literature review 3079: 3078: 3006:Technology policy 2737:Dematerialization 2546:black swan events 2205:10.3354/esep00088 2036:978-1-4503-5563-6 1835:978-3-31-900026-8 1680:10.1002/asi.23101 1245:(3159): 108–111. 1213:10.7818/ECOS.2256 590:. Moscow, Russia. 448:Citation analysis 407:environment with 405:publish or perish 367:metrics, such as 74:publish or perish 40:is a subfield of 16:(Redirected from 3685: 3569:Ingelfinger rule 3483:Semantic Scholar 3205:Technical report 3127:Academic journal 3106: 3099: 3092: 3083: 3082: 3052: 3051: 3027: 2979:Right to science 2959:Horizon scanning 2934:Academic freedom 2834:Technical change 2695:Women in science 2690:Unity of science 2471:Strong programme 2255: 2248: 2241: 2232: 2231: 2209: 2207: 2182: 2164: 2154: 2117: 2116: 2080: 2074: 2073: 2071: 2047: 2041: 2040: 2028: 2018: 2001: 1995: 1994: 1978: 1972: 1971: 1961: 1943: 1919: 1913: 1912: 1892: 1886: 1885: 1857: 1851: 1850: 1807: 1801: 1800: 1788: 1779: 1773: 1772: 1760: 1749: 1748: 1738: 1721:(642): e59–e61. 1706: 1700: 1699: 1673: 1649: 1643: 1634: 1628: 1627: 1611: 1605: 1604: 1594: 1584: 1557: 1545: 1539: 1538: 1518: 1498: 1492: 1491: 1484: 1478: 1477: 1449: 1440: 1434: 1433: 1395: 1389: 1388: 1386: 1385: 1375: 1369: 1368: 1366: 1365: 1350: 1344: 1343: 1341: 1340: 1335:. pp. v–xvi 1330: 1321: 1315: 1314: 1286: 1277: 1271: 1270: 1232: 1226: 1225: 1215: 1191: 1185: 1184: 1174: 1150: 1144: 1141: 1135: 1134: 1132: 1120: 1114: 1113: 1103: 1079: 1073: 1072: 1062: 1038: 1032: 1031: 1012:10.2307/23043486 995: 989: 987: 951: 945: 944: 908: 902: 901: 875: 855: 849: 848: 846: 836: 812: 806: 805: 803: 802: 788: 782: 771: 762: 761: 751: 727: 718: 704: 698: 697: 695: 693: 687: 676: 670: 669: 667: 665: 647: 641: 640: 638: 636: 607: 598: 592: 591: 583: 577: 563: 513:Semantic Scholar 251:academic journal 174:machine learning 96:and founded the 21: 3693: 3692: 3688: 3687: 3686: 3684: 3683: 3682: 3673:Library science 3653: 3652: 3651: 3646: 3585: 3544:Learned society 3507: 3449: 3413: 3370: 3341:Journal ranking 3331:Citation impact 3294: 3229: 3187:Grey literature 3181: 3143: 3115: 3110: 3080: 3075: 3015: 2974:Research ethics 2920: 2819:Reverse salient 2713: 2706: 2482: 2475: 2466:Sociotechnology 2410: 2322: 2287: 2264: 2259: 2217:exhibit at the 2198:(11): 103–107. 2162:10.1.1.561.7204 2126: 2121: 2120: 2081: 2077: 2048: 2044: 2037: 2009:. p. 215. 2002: 1998: 1979: 1975: 1934:(3): e2004089. 1920: 1916: 1893: 1889: 1858: 1854: 1836: 1808: 1804: 1786: 1780: 1776: 1761: 1752: 1707: 1703: 1650: 1646: 1635: 1631: 1613: 1612: 1608: 1555: 1546: 1542: 1535: 1499: 1495: 1486: 1485: 1481: 1447: 1441: 1437: 1396: 1392: 1383: 1381: 1377: 1376: 1372: 1363: 1361: 1360:. November 2010 1352: 1351: 1347: 1338: 1336: 1328: 1322: 1318: 1284: 1278: 1274: 1233: 1229: 1192: 1188: 1159:I+D Tecnológico 1151: 1147: 1142: 1138: 1121: 1117: 1094:(16): 142–203. 1080: 1076: 1039: 1035: 996: 992: 952: 948: 909: 905: 856: 852: 813: 809: 800: 798: 790: 789: 785: 772: 765: 728: 721: 705: 701: 691: 689: 685: 677: 673: 663: 661: 659: 654: 648: 644: 634: 632: 605: 599: 595: 584: 580: 570:arXiv:1208.4566 566:Leydesdorff, L. 564: 555: 550: 522: 517: 478:Journal ranking 433: 417: 401: 365:citation impact 357: 351: 339:acknowledgments 327: 321: 301:Thomson Reuters 293:Eugene Garfield 281: 275: 263:Eugene Garfield 247: 241: 221: 165: 90:Eugene Garfield 82: 35: 28: 23: 22: 15: 12: 11: 5: 3691: 3681: 3680: 3675: 3670: 3668:Science policy 3665: 3648: 3647: 3645: 3644: 3639: 3634: 3629: 3624: 3619: 3614: 3609: 3604: 3599: 3593: 3591: 3587: 3586: 3584: 3583: 3576: 3571: 3566: 3561: 3556: 3551: 3546: 3541: 3536: 3531: 3526: 3521: 3515: 3513: 3512:Related topics 3509: 3508: 3506: 3505: 3500: 3495: 3493:Web of Science 3490: 3485: 3480: 3475: 3470: 3465: 3463:Google Scholar 3459: 3457: 3451: 3450: 3448: 3447: 3442: 3437: 3432: 3427: 3421: 3419: 3415: 3414: 3412: 3411: 3406: 3401: 3399:Serials crisis 3396: 3395: 3394: 3384: 3378: 3376: 3372: 3371: 3369: 3368: 3366:Scientometrics 3363: 3358: 3353: 3348: 3343: 3338: 3336:Citation index 3333: 3328: 3323: 3318: 3313: 3308: 3302: 3300: 3296: 3295: 3293: 3292: 3287: 3285:Poster session 3282: 3281: 3280: 3275: 3265: 3264: 3263: 3258: 3248: 3243: 3237: 3235: 3231: 3230: 3228: 3227: 3222: 3217: 3212: 3207: 3202: 3197: 3191: 3189: 3183: 3182: 3180: 3179: 3174: 3172:Position paper 3169: 3167:Review article 3164: 3163: 3162: 3151: 3149: 3145: 3144: 3142: 3141: 3140: 3139: 3129: 3123: 3121: 3117: 3116: 3109: 3108: 3101: 3094: 3086: 3077: 3076: 3074: 3073: 3072: 3071: 3066: 3061: 3046: 3045: 3044: 3039: 3034: 3020: 3017: 3016: 3014: 3013: 3008: 3003: 2998: 2997: 2996: 2991: 2984:Science policy 2981: 2976: 2971: 2966: 2961: 2956: 2951: 2946: 2941: 2939:Digital divide 2936: 2930: 2928: 2922: 2921: 2919: 2918: 2913: 2912: 2911: 2906: 2901: 2896: 2891: 2883: 2882: 2881: 2876: 2871: 2866: 2861: 2855:Technological 2853: 2852: 2851: 2841: 2836: 2831: 2826: 2821: 2816: 2811: 2806: 2801: 2800: 2799: 2794: 2789: 2784: 2779: 2769: 2764: 2759: 2754: 2749: 2744: 2739: 2734: 2732:Design studies 2729: 2724: 2718: 2716: 2708: 2707: 2705: 2704: 2703: 2702: 2692: 2687: 2686: 2685: 2675: 2670: 2668:Scientometrics 2665: 2660: 2659: 2658: 2653: 2648: 2643: 2638: 2633: 2628: 2623: 2618: 2613: 2605: 2604: 2603: 2598: 2593: 2588: 2583: 2578: 2573: 2568: 2560: 2555: 2550: 2549: 2548: 2541:Paradigm shift 2538: 2533: 2528: 2523: 2518: 2513: 2508: 2503: 2498: 2493: 2487: 2485: 2477: 2476: 2474: 2473: 2468: 2463: 2458: 2453: 2452: 2451: 2441: 2440: 2439: 2434: 2426: 2420: 2418: 2412: 2411: 2409: 2408: 2403: 2398: 2393: 2388: 2383: 2381:Postpositivism 2378: 2373: 2368: 2363: 2358: 2353: 2348: 2343: 2341:Antipositivism 2338: 2332: 2330: 2324: 2323: 2321: 2320: 2315: 2314: 2313: 2311:and technology 2303: 2297: 2295: 2289: 2288: 2286: 2285: 2280: 2274: 2272: 2266: 2265: 2258: 2257: 2250: 2243: 2235: 2229: 2228: 2222: 2210: 2183: 2145:(1): 147–156. 2139:Scientometrics 2125: 2124:External links 2122: 2119: 2118: 2091:(1): 117–131. 2085:Scientometrics 2075: 2062:(6): 274–277. 2042: 2035: 1996: 1973: 1914: 1897:Serials Review 1887: 1852: 1834: 1802: 1774: 1750: 1701: 1664:(4): 656–669. 1644: 1629: 1606: 1540: 1533: 1516:10.1.1.59.1661 1493: 1479: 1453:Scientometrics 1435: 1390: 1370: 1345: 1316: 1272: 1227: 1186: 1145: 1136: 1130:10.1101/795310 1115: 1074: 1053:(7): 115–131. 1033: 990: 962:(4): 352–378. 946: 903: 850: 807: 783: 763: 719: 715:Scientometrics 699: 671: 642: 616:(3): 173–179. 593: 578: 552: 551: 549: 546: 545: 544: 537: 530: 527:Scientometrics 521: 518: 516: 515: 510: 505: 500: 495: 490: 485: 480: 475: 473:Goodhart's law 470: 465: 460: 455: 450: 445: 440: 434: 432: 429: 416: 413: 400: 397: 353:Main article: 350: 347: 343:citation index 323:Main article: 320: 317: 285:citation index 277:Main article: 274: 271: 243:Main article: 240: 237: 220: 217: 164: 161: 130:Impact factors 103:Scientometrics 81: 78: 72:, producing a 38:Scientometrics 26: 9: 6: 4: 3: 2: 3690: 3679: 3676: 3674: 3671: 3669: 3666: 3664: 3663:Bibliometrics 3661: 3660: 3658: 3643: 3640: 3638: 3635: 3633: 3630: 3628: 3625: 3623: 3620: 3618: 3615: 3613: 3610: 3608: 3605: 3603: 3600: 3598: 3595: 3594: 3592: 3588: 3581: 3577: 3575: 3572: 3570: 3567: 3565: 3562: 3560: 3557: 3555: 3552: 3550: 3549:Open research 3547: 3545: 3542: 3540: 3537: 3535: 3532: 3530: 3527: 3525: 3522: 3520: 3517: 3516: 3514: 3510: 3504: 3501: 3499: 3496: 3494: 3491: 3489: 3486: 3484: 3481: 3479: 3476: 3474: 3471: 3469: 3466: 3464: 3461: 3460: 3458: 3456: 3452: 3446: 3443: 3441: 3438: 3436: 3433: 3431: 3428: 3426: 3423: 3422: 3420: 3416: 3410: 3407: 3405: 3402: 3400: 3397: 3393: 3390: 3389: 3388: 3385: 3383: 3380: 3379: 3377: 3373: 3367: 3364: 3362: 3359: 3357: 3356:Impact factor 3354: 3352: 3349: 3347: 3344: 3342: 3339: 3337: 3334: 3332: 3329: 3327: 3326:Bibliometrics 3324: 3322: 3319: 3317: 3314: 3312: 3309: 3307: 3304: 3303: 3301: 3297: 3291: 3288: 3286: 3283: 3279: 3276: 3274: 3271: 3270: 3269: 3266: 3262: 3259: 3257: 3254: 3253: 3252: 3249: 3247: 3244: 3242: 3239: 3238: 3236: 3232: 3226: 3223: 3221: 3218: 3216: 3213: 3211: 3210:Annual report 3208: 3206: 3203: 3201: 3198: 3196: 3195:Working paper 3193: 3192: 3190: 3188: 3184: 3178: 3175: 3173: 3170: 3168: 3165: 3161: 3158: 3157: 3156: 3153: 3152: 3150: 3146: 3138: 3137:Public health 3135: 3134: 3133: 3130: 3128: 3125: 3124: 3122: 3118: 3114: 3107: 3102: 3100: 3095: 3093: 3088: 3087: 3084: 3070: 3067: 3065: 3062: 3060: 3057: 3056: 3055: 3047: 3043: 3040: 3038: 3035: 3033: 3030: 3029: 3026: 3022: 3021: 3018: 3012: 3009: 3007: 3004: 3002: 2999: 2995: 2992: 2990: 2987: 2986: 2985: 2982: 2980: 2977: 2975: 2972: 2970: 2967: 2965: 2962: 2960: 2957: 2955: 2952: 2950: 2947: 2945: 2942: 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2556: 2554: 2553:Pseudoscience 2551: 2547: 2544: 2543: 2542: 2539: 2537: 2534: 2532: 2529: 2527: 2524: 2522: 2519: 2517: 2514: 2512: 2509: 2507: 2504: 2502: 2501:Boundary-work 2499: 2497: 2496:Bibliometrics 2494: 2492: 2489: 2488: 2486: 2484: 2478: 2472: 2469: 2467: 2464: 2462: 2459: 2457: 2454: 2450: 2447: 2446: 2445: 2442: 2438: 2435: 2433: 2430: 2429: 2427: 2425: 2422: 2421: 2419: 2417: 2413: 2407: 2406:Transhumanism 2404: 2402: 2399: 2397: 2394: 2392: 2389: 2387: 2384: 2382: 2379: 2377: 2374: 2372: 2369: 2367: 2364: 2362: 2359: 2357: 2354: 2352: 2349: 2347: 2344: 2342: 2339: 2337: 2334: 2333: 2331: 2329: 2325: 2319: 2316: 2312: 2309: 2308: 2307: 2304: 2302: 2299: 2298: 2296: 2294: 2290: 2284: 2281: 2279: 2276: 2275: 2273: 2271: 2267: 2263: 2256: 2251: 2249: 2244: 2242: 2237: 2236: 2233: 2226: 2223: 2220: 2216: 2215: 2211: 2206: 2201: 2197: 2193: 2189: 2184: 2180: 2176: 2172: 2168: 2163: 2158: 2153: 2148: 2144: 2140: 2136: 2132: 2128: 2127: 2114: 2110: 2106: 2102: 2098: 2094: 2090: 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Lee 1497: 1489: 1483: 1475: 1471: 1467: 1463: 1459: 1455: 1454: 1446: 1439: 1431: 1427: 1423: 1419: 1415: 1411: 1407: 1403: 1402: 1394: 1380: 1374: 1359: 1355: 1349: 1334: 1327: 1320: 1312: 1308: 1304: 1300: 1296: 1292: 1291: 1283: 1276: 1268: 1264: 1260: 1256: 1252: 1248: 1244: 1240: 1239: 1231: 1223: 1219: 1214: 1209: 1205: 1201: 1197: 1190: 1182: 1178: 1173: 1168: 1164: 1160: 1156: 1149: 1140: 1131: 1126: 1119: 1111: 1107: 1102: 1097: 1093: 1089: 1085: 1078: 1070: 1066: 1061: 1056: 1052: 1048: 1044: 1037: 1029: 1025: 1021: 1017: 1013: 1009: 1005: 1001: 1000:MIS Quarterly 994: 985: 981: 977: 973: 969: 965: 961: 957: 950: 942: 938: 934: 930: 926: 922: 918: 914: 907: 899: 895: 891: 887: 883: 879: 874: 869: 865: 861: 854: 845: 840: 835: 830: 826: 822: 821:F1000Research 818: 811: 797: 793: 787: 780: 776: 770: 768: 759: 755: 750: 745: 741: 737: 733: 726: 724: 716: 712: 708: 703: 684: 683: 675: 655: 646: 631: 627: 623: 619: 615: 611: 604: 597: 589: 582: 575: 571: 567: 562: 560: 558: 553: 543: 542: 538: 536: 535: 531: 529: 528: 524: 523: 514: 511: 509: 506: 504: 501: 499: 496: 494: 491: 489: 486: 484: 481: 479: 476: 474: 471: 469: 466: 464: 461: 459: 456: 454: 451: 449: 446: 444: 441: 439: 436: 435: 428: 426: 422: 421:Michael Frayn 412: 410: 406: 396: 394: 389: 385: 381: 377: 375: 370: 369:impact factor 366: 362: 361:bibliometrics 356: 346: 344: 340: 336: 332: 326: 316: 314: 310: 306: 302: 298: 294: 290: 286: 280: 270: 268: 264: 260: 256: 252: 246: 245:Impact factor 239:Impact factor 236: 234: 230: 226: 216: 212: 210: 209:open archives 206: 202: 198: 194: 190: 186: 181: 179: 175: 169: 160: 158: 154: 148: 146: 142: 140: 135: 131: 127: 123: 118: 116: 111: 109: 105: 104: 99: 95: 91: 87: 77: 75: 71: 67: 63: 59: 55: 51: 47: 43: 39: 33: 19: 18:Scientometric 3365: 3059:Associations 2894:criticism of 2804:Leapfrogging 2787:linear model 2673:Team science 2667: 2663:Scientocracy 2586:Neo-colonial 2336:Anthropocene 2212: 2195: 2191: 2142: 2138: 2088: 2084: 2078: 2059: 2055: 2045: 2006: 1999: 1982: 1976: 1931: 1928:PLOS Biology 1927: 1917: 1903:(1): 56–61. 1900: 1896: 1890: 1865: 1861: 1855: 1847: 1812: 1805: 1790: 1777: 1768: 1718: 1714: 1704: 1661: 1657: 1647: 1632: 1624: 1618: 1609: 1564: 1559: 1549:Giles, C. 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Index

Scientometric
Scientometrics (journal)
informetrics
scholarly literature
information systems
information science
science of science policy
sociology of science
metascience
perverse incentives
publish or perish
Derek J. de Solla Price
Eugene Garfield
Science Citation Index
Institute for Scientific Information
Scientometrics
publications
International Society for Scientometrics and Informetrics
Academic Ranking of World Universities
Shanghai Jiao Tong University
Impact factors
Times Higher Education World University Rankings
h-index
author-level metrics
American Recovery and Reinvestment Act of 2009
STAR METRICS
machine learning
data mining
open source
open data

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