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Scientometrics

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334:, 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. 3039: 3014: 375:. 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 37:. 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 95:, 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 379:
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,
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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".
3610: 2374: 1494:; Han, Hui; Manavoglu, Eren (2005). "Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library". 3042: 2227: 762:
Lowry, Paul Benjamin; Moody, Gregory D.; Gaskin, James; Galletta, Dennis F.; Humpherys, Sean; Barlow, Jordan B.; and Wilson, David W. (2013). "
476: 110: 806:"A citation-based, author- and age-normalized, logarithmic index for evaluation of individual researchers independently of publication counts" 2207: 2023: 1822: 1645:; Thelwall, Mike; Larivière, Vincent (2014-04-01). "Tweeting biomedicine: An analysis of tweets and citations in the biomedical literature". 277: 255: 86: 2735: 2449: 3370: 2999: 1780: 3433: 3085: 2444: 2437: 2420: 2299: 2289: 2271: 1521: 121:
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.
296:, across 150 disciplines, from 1900 to the present. These are alternatively described as the world's leading journals of 3625: 3595: 3078: 2967: 2797: 2725: 2425: 2354: 1389: 1144:"Extracción de datos de perfiles en Google Scholar utilizando un algoritmo en el lenguaje R para hacer minería de datos" 3590: 99:. Accordingly, scientometrics is also referred to as the scientific and empirical study of science and its outcomes. 1802:
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?".
529: 74: 1806: 721:"Global journal prestige and supporting disciplines: A scientometric study of information systems journals" 3651: 3562: 3278: 3234: 2892: 2877: 2837: 2609: 2432: 2145: 1499: 267: 82: 1433: 592:"From the science of science to Scientometrics visualizing the history of science with HistCite software" 3552: 3527: 3304: 3213: 3125: 2989: 2957: 2932: 2817: 2770: 2666: 2644: 2634: 2619: 2559: 2546: 2519: 2384: 2349: 2306: 1183:
Añino Ramos, Yostin Jesús; Monge Najera, Julian; Murillo-Gonzalez, Danny; Michán-Aguirre, Layla (2021).
1073:"Assessing leading institutions, faculty, and articles in premier information systems research journals" 368: 323: 221: 213: 292:). The larger version (Science Citation Index Expanded) covers more than 8,500 notable and significant 3666: 3620: 3542: 3507: 3461: 3349: 3309: 3294: 2904: 2847: 2750: 2730: 2688: 2604: 2599: 2574: 2499: 2266: 1557: 1542:"Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing" 1398: 1235: 1113: 866: 766:," MIS Quarterly (MISQ), vol. 37(4), 993–1012. Also, see a YouTube video narrative of this paper at: 695: 491: 431: 313: 217: 133: 50: 34: 2150: 3143: 3101: 2897: 2887: 2745: 2715: 2639: 2624: 2584: 2579: 2504: 2389: 1541: 1504: 1346: 397: 319: 285: 58: 42: 3013: 2213: 1884:
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).
1210: 1169: 929: 671:Восстановление связей в научном рубрикаторе на основе кластеризации гетерогенной сети 409: 357: 349: 233: 118: 2214:
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.
57:. Critics have argued that overreliance on scientometrics has created a system of 2219: 1929: 1897: 1247: 3517: 3375: 3334: 3188: 2827: 2524: 2494: 2479: 2344: 2339: 878: 481: 451: 189: 173: 166: 96: 89:
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
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Proceedings of the 3rd international conference on Knowledge capture
763: 2140: 2004: 1626: 1118: 861: 367:. The term altmetrics was proposed in 2010, as a generalization of 3547: 3208: 1753: 1659: 558: 413: 1647:
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
284:. It was officially launched in 1964. It is now owned by 144:(ARRA), a major economic stimulus package, programs like 104:
International Society for Scientometrics and Informetrics
1913:"Assessing scientists for hiring, promotion, and tenure" 113:("Shanghai ranking") was first published in 2004 by the 2202: 647:Методологические Проблемы Цивилистических Исследований 642:Юридическая Наукометрия И Цивилистические Исследования 1996:
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
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(2014). 224:depending on which feature they evaluate. 16:Quantitative study of scholarly literature 2216:GigaScience, Volume 8, Issue 6, June 2019 2192: 2149: 2139: 2056: 2013: 2003: 1946: 1928: 1723: 1658: 1579: 1569: 1503: 1200: 1159: 1117: 1088: 1047: 860: 831: 821: 736: 2203:The Places & Spaces: Mapping Science 1540:; Councill, I. G. (December 15, 2004). 639:Валеев, Д. Х.; Голубцов, В. Г. (2018). 542: 371:, and has its roots in the #altmetrics 192:trends is based on data retrieved from 2210:, September 7, 2007 – January 7, 2008. 1641:Haustein, Stefanie; Peters, Isabella; 477:Lists of science and technology awards 272:The Science Citation Index (SCI) is a 111:Academic Ranking of World Universities 3601:Academic databases and search engines 2208:American Museum of Science and Energy 804:Belikov, A.V.; Belikov, V.V. (2015). 322:and analyzing acknowledgments in the 33:that studies quantitative aspects of 7: 1477:"Acknowledgement vs. Acknowledgment" 557:and Milojevic, S., "Scientometrics" 326:and, thus, quantifies the impact of 278:Institute for Scientific Information 256:Institute for Scientific Information 87:Institute for Scientific Information 2736:Digital media use and mental health 2450:Sociology of the history of science 1771:Binfield, Peter (9 November 2009). 1704:British Journal of General Practice 400:that lead to low-quality research. 3371:Academic journal publishing reform 1781:University of California, Berkeley 1754:"Altmetrics: A manifesto (v 1.01)" 416:is a Professor of Scientometrics. 14: 2445:Sociology of scientific ignorance 2290:History and philosophy of science 2272:Economics of scientific knowledge 2039:Roche, Christopher (2022-08-31). 1368:"Science Citation Index Expanded" 3038: 3037: 3012: 1972:ACRL 2017 Conference Proceedings 1788:from the original on 2021-12-12. 1609:Public Library of Science (PLOS) 487:Semantic Web § Applications 188:index and attendant research on 184:requirements. For instance, the 442:College and university rankings 2251:Science and technology studies 1343:"History of Citation Indexing" 1: 3631:Category:Scientific documents 1550:Proc. Natl. Acad. Sci. U.S.A. 1498:. K-CAP '05. pp. 19–26. 823:10.12688/f1000research.7070.1 212:Indexes may be classified as 115:Shanghai Jiao Tong University 3626:Category:Academic publishing 2798:Normalization process theory 2355:Philosophy of social science 1930:10.1371/journal.pbio.2004089 1898:10.1016/j.serrev.2013.01.003 1390:Environmental Earth Sciences 1248:10.1126/science.122.3159.108 208:Common scientometric indexes 172:More recent methods rely on 879:10.1016/j.physa.2017.08.072 276:originally produced by the 3683: 3444:Indexes and search engines 2421:construction of technology 1863:10.1109/MSPEC.2012.6247557 1279:International Microbiology 341: 311: 265: 231: 196:endpoints of thousands of 18: 3008: 2953:Politicization of science 2160:10.1007/s11192-009-0409-z 2086:10.1007/s11192-005-0007-7 1815:10.1007/978-3-319-00026-8 1455:10.1007/s11192-012-0837-z 1411:10.1007/s12665-012-2193-y 1313:Garfield, Eugene (1963). 1269:Garfield, Eugene (2011). 611:10.1016/j.joi.2009.03.009 590:Garfield, Eugene (2009). 81:. The latter created the 47:science of science policy 2360:Philosophy of technology 2058:10.1308/rcsbull.2022.112 1315:"Science Citation Index" 706:Volume 1, Issue 1 (1978) 646: 641: 565:subsection 85030. (2015) 537:References and footnotes 21:Scientometrics (journal) 3621:Style/formatting guides 3523:Scholarly communication 3223:Other publication types 2045:Bull Roy Coll Surg Engl 2015:10.1145/3201064.3201101 1571:10.1073/pnas.0407743101 1514:10.1145/1088622.1088627 1161:10.33412/idt.v14.1.1807 957:10.1109/TPC.2007.908733 914:10.1126/science.1175335 599:Journal of Informetrics 530:Journal of Informetrics 382:academic search engines 75:Derek J. de Solla Price 3563:Least publishable unit 3235:Collection of articles 2433:Sociology of knowledge 408:The main character in 268:Science Citation Index 262:Science Citation Index 83:Science Citation Index 69:Historical development 3553:Electronic publishing 3528:Scientific literature 3305:Article-level metrics 3000:Transition management 2990:Technology assessment 2958:Regulation of science 2933:Evidence-based policy 2818:Sociotechnical system 2667:Traditional knowledge 2547:Psychology of science 2520:Mapping controversies 2426:shaping of technology 2385:Social constructivism 2350:Philosophy of science 2307:History of technology 1716:10.3399/bjgp16X683353 1432:Ho, Yuh-Shan (2012). 1292:10.2436/20.1501.01.10 369:article level metrics 324:scientific literature 280:(ISI) and created by 254:, the founder of the 222:journal-level metrics 214:article-level metrics 19:For the journal, see 3596:Open-access journals 3543:Open scientific data 3350:SCImago Journal Rank 3310:Author-level metrics 3295:Acknowledgment index 2905:Women in engineering 2751:Financial technology 2731:Digital anthropology 2500:Criticism of science 2413:Actor–network theory 2375:Religion and science 2267:Economics of science 1643:Sugimoto, Cassidy R. 1627:Altmetrics Manifesto 1490:Councill, Isaac G.; 1479:. 22 September 2012. 1090:10.17705/1CAIS.02016 1049:10.17705/1CAIS.01907 738:10.17705/1jais.00045 492:SCImago Journal Rank 432:Author-level metrics 314:Acknowledgment index 308:Acknowledgment index 218:author-level metrics 152:Methods and findings 136:have been proposed. 134:author-level metrics 51:sociology of science 35:scholarly literature 3591:Scientific journals 3102:Academic publishing 2746:Engineering studies 2716:Cyborg anthropology 2505:Demarcation problem 2390:Social epistemology 1612:. 3 November 2021. 1562:2004PNAS..10117599G 1556:(51): 17599–17604. 1403:2009EnGeo..56.1247D 1347:Clarivate Analytics 1240:1955Sci...122..108G 908:(5932): 1273–1275. 871:2018PhyA..491..632K 700:editorial statement 649:(in Russian): 45–57 398:perverse incentives 286:Clarivate Analytics 59:perverse incentives 43:information science 39:information systems 3611:Copyright policies 3606:University presses 3513:Scientific writing 3381:Citation advantage 3288:Impact and ranking 3121:Scientific journal 3026:History of science 2943:Funding of science 2813:Skunkworks project 2510:Double hermeneutic 2295:History of science 2175:Harnad, S (2008). 1604:"PLOS Collections" 696:De Solla Price, D. 457:Expert elicitation 427:Academic careerism 404:In popular culture 3639: 3638: 3616:Preprint policies 3586:Academic journals 3569:Publish or perish 3424:Version of record 3364:Reform and access 3166:Literature review 3068: 3067: 2995:Technology policy 2726:Dematerialization 2535:black swan events 2194:10.3354/esep00088 2025:978-1-4503-5563-6 1824:978-3-31-900026-8 1669:10.1002/asi.23101 1234:(3159): 108–111. 1202:10.7818/ECOS.2256 579:. Moscow, Russia. 437:Citation analysis 396:environment with 394:publish or perish 356:metrics, such as 63:publish or perish 29:is a subfield of 3674: 3558:Ingelfinger rule 3472:Semantic Scholar 3194:Technical report 3116:Academic journal 3095: 3088: 3081: 3072: 3041: 3040: 3016: 2968:Right to science 2948:Horizon scanning 2923:Academic freedom 2823:Technical change 2684:Women in science 2679:Unity of science 2460:Strong programme 2244: 2237: 2230: 2221: 2198: 2196: 2171: 2153: 2143: 2106: 2105: 2069: 2063: 2062: 2060: 2036: 2030: 2029: 2017: 2007: 1990: 1984: 1983: 1967: 1961: 1960: 1950: 1932: 1908: 1902: 1901: 1881: 1875: 1874: 1846: 1840: 1839: 1796: 1790: 1789: 1777: 1768: 1762: 1761: 1749: 1738: 1737: 1727: 1710:(642): e59–e61. 1695: 1689: 1688: 1662: 1638: 1632: 1623: 1617: 1616: 1600: 1594: 1593: 1583: 1573: 1546: 1534: 1528: 1527: 1507: 1487: 1481: 1480: 1473: 1467: 1466: 1438: 1429: 1423: 1422: 1384: 1378: 1377: 1375: 1374: 1364: 1358: 1357: 1355: 1354: 1339: 1333: 1332: 1330: 1329: 1324:. pp. v–xvi 1319: 1310: 1304: 1303: 1275: 1266: 1260: 1259: 1221: 1215: 1214: 1204: 1180: 1174: 1173: 1163: 1139: 1133: 1130: 1124: 1123: 1121: 1109: 1103: 1102: 1092: 1068: 1062: 1061: 1051: 1027: 1021: 1020: 1001:10.2307/23043486 984: 978: 976: 940: 934: 933: 897: 891: 890: 864: 844: 838: 837: 835: 825: 801: 795: 794: 792: 791: 777: 771: 760: 751: 750: 740: 716: 707: 693: 687: 686: 684: 682: 676: 665: 659: 658: 656: 654: 636: 630: 629: 627: 625: 596: 587: 581: 580: 572: 566: 552: 502:Semantic Scholar 240:academic journal 163:machine learning 85:and founded the 3682: 3681: 3677: 3676: 3675: 3673: 3672: 3671: 3662:Library science 3642: 3641: 3640: 3635: 3574: 3533:Learned society 3496: 3438: 3402: 3359: 3330:Journal ranking 3320:Citation impact 3283: 3218: 3176:Grey literature 3170: 3132: 3104: 3099: 3069: 3064: 3004: 2963:Research ethics 2909: 2808:Reverse salient 2702: 2695: 2471: 2464: 2455:Sociotechnology 2399: 2311: 2276: 2253: 2248: 2206:exhibit at the 2187:(11): 103–107. 2174: 2151:10.1.1.561.7204 2118: 2115: 2110: 2109: 2071: 2070: 2066: 2038: 2037: 2033: 2026: 1998:. p. 215. 1992: 1991: 1987: 1969: 1968: 1964: 1923:(3): e2004089. 1910: 1909: 1905: 1883: 1882: 1878: 1848: 1847: 1843: 1825: 1798: 1797: 1793: 1775: 1770: 1769: 1765: 1751: 1750: 1741: 1697: 1696: 1692: 1640: 1639: 1635: 1624: 1620: 1602: 1601: 1597: 1544: 1536: 1535: 1531: 1524: 1489: 1488: 1484: 1475: 1474: 1470: 1436: 1431: 1430: 1426: 1386: 1385: 1381: 1372: 1370: 1366: 1365: 1361: 1352: 1350: 1349:. November 2010 1341: 1340: 1336: 1327: 1325: 1317: 1312: 1311: 1307: 1273: 1268: 1267: 1263: 1223: 1222: 1218: 1182: 1181: 1177: 1148:I+D Tecnológico 1141: 1140: 1136: 1131: 1127: 1111: 1110: 1106: 1083:(16): 142–203. 1070: 1069: 1065: 1029: 1028: 1024: 986: 985: 981: 942: 941: 937: 899: 898: 894: 846: 845: 841: 803: 802: 798: 789: 787: 779: 778: 774: 761: 754: 718: 717: 710: 694: 690: 680: 678: 674: 667: 666: 662: 652: 650: 648: 643: 638: 637: 633: 623: 621: 594: 589: 588: 584: 574: 573: 569: 559:arXiv:1208.4566 555:Leydesdorff, L. 553: 544: 539: 511: 506: 467:Journal ranking 422: 406: 390: 354:citation impact 346: 340: 328:acknowledgments 316: 310: 290:Thomson Reuters 282:Eugene Garfield 270: 264: 252:Eugene Garfield 236: 230: 210: 154: 79:Eugene Garfield 71: 24: 17: 12: 11: 5: 3680: 3678: 3670: 3669: 3664: 3659: 3657:Science policy 3654: 3644: 3643: 3637: 3636: 3634: 3633: 3628: 3623: 3618: 3613: 3608: 3603: 3598: 3593: 3588: 3582: 3580: 3576: 3575: 3573: 3572: 3565: 3560: 3555: 3550: 3545: 3540: 3535: 3530: 3525: 3520: 3515: 3510: 3504: 3502: 3501:Related topics 3498: 3497: 3495: 3494: 3489: 3484: 3482:Web of Science 3479: 3474: 3469: 3464: 3459: 3454: 3452:Google Scholar 3448: 3446: 3440: 3439: 3437: 3436: 3431: 3426: 3421: 3416: 3410: 3408: 3404: 3403: 3401: 3400: 3395: 3390: 3388:Serials crisis 3385: 3384: 3383: 3373: 3367: 3365: 3361: 3360: 3358: 3357: 3355:Scientometrics 3352: 3347: 3342: 3337: 3332: 3327: 3325:Citation index 3322: 3317: 3312: 3307: 3302: 3297: 3291: 3289: 3285: 3284: 3282: 3281: 3276: 3274:Poster session 3271: 3270: 3269: 3264: 3254: 3253: 3252: 3247: 3237: 3232: 3226: 3224: 3220: 3219: 3217: 3216: 3211: 3206: 3201: 3196: 3191: 3186: 3180: 3178: 3172: 3171: 3169: 3168: 3163: 3161:Position paper 3158: 3156:Review article 3153: 3152: 3151: 3140: 3138: 3134: 3133: 3131: 3130: 3129: 3128: 3118: 3112: 3110: 3106: 3105: 3100: 3098: 3097: 3090: 3083: 3075: 3066: 3065: 3063: 3062: 3061: 3060: 3055: 3050: 3035: 3034: 3033: 3028: 3023: 3009: 3006: 3005: 3003: 3002: 2997: 2992: 2987: 2986: 2985: 2980: 2973:Science policy 2970: 2965: 2960: 2955: 2950: 2945: 2940: 2935: 2930: 2928:Digital divide 2925: 2919: 2917: 2911: 2910: 2908: 2907: 2902: 2901: 2900: 2895: 2890: 2885: 2880: 2872: 2871: 2870: 2865: 2860: 2855: 2850: 2844:Technological 2842: 2841: 2840: 2830: 2825: 2820: 2815: 2810: 2805: 2800: 2795: 2790: 2789: 2788: 2783: 2778: 2773: 2768: 2758: 2753: 2748: 2743: 2738: 2733: 2728: 2723: 2721:Design studies 2718: 2713: 2707: 2705: 2697: 2696: 2694: 2693: 2692: 2691: 2681: 2676: 2675: 2674: 2664: 2659: 2657:Scientometrics 2654: 2649: 2648: 2647: 2642: 2637: 2632: 2627: 2622: 2617: 2612: 2607: 2602: 2594: 2593: 2592: 2587: 2582: 2577: 2572: 2567: 2562: 2557: 2549: 2544: 2539: 2538: 2537: 2530:Paradigm shift 2527: 2522: 2517: 2512: 2507: 2502: 2497: 2492: 2487: 2482: 2476: 2474: 2466: 2465: 2463: 2462: 2457: 2452: 2447: 2442: 2441: 2440: 2430: 2429: 2428: 2423: 2415: 2409: 2407: 2401: 2400: 2398: 2397: 2392: 2387: 2382: 2377: 2372: 2370:Postpositivism 2367: 2362: 2357: 2352: 2347: 2342: 2337: 2332: 2330:Antipositivism 2327: 2321: 2319: 2313: 2312: 2310: 2309: 2304: 2303: 2302: 2300:and technology 2292: 2286: 2284: 2278: 2277: 2275: 2274: 2269: 2263: 2261: 2255: 2254: 2249: 2247: 2246: 2239: 2232: 2224: 2218: 2217: 2211: 2199: 2172: 2134:(1): 147–156. 2128:Scientometrics 2114: 2113:External links 2111: 2108: 2107: 2080:(1): 117–131. 2074:Scientometrics 2064: 2051:(6): 274–277. 2031: 2024: 1985: 1962: 1903: 1886:Serials Review 1876: 1841: 1823: 1791: 1763: 1739: 1690: 1653:(4): 656–669. 1633: 1618: 1595: 1529: 1522: 1505:10.1.1.59.1661 1482: 1468: 1442:Scientometrics 1424: 1379: 1359: 1334: 1305: 1261: 1216: 1175: 1134: 1125: 1119:10.1101/795310 1104: 1063: 1042:(7): 115–131. 1022: 979: 951:(4): 352–378. 935: 892: 839: 796: 772: 752: 708: 704:Scientometrics 688: 660: 631: 605:(3): 173–179. 582: 567: 541: 540: 538: 535: 534: 533: 526: 519: 516:Scientometrics 510: 507: 505: 504: 499: 494: 489: 484: 479: 474: 469: 464: 462:Goodhart's law 459: 454: 449: 444: 439: 434: 429: 423: 421: 418: 405: 402: 389: 386: 342:Main article: 339: 336: 332:citation index 312:Main article: 309: 306: 274:citation index 266:Main article: 263: 260: 232:Main article: 229: 226: 209: 206: 153: 150: 119:Impact factors 92:Scientometrics 70: 67: 61:, producing a 27:Scientometrics 15: 13: 10: 9: 6: 4: 3: 2: 3679: 3668: 3665: 3663: 3660: 3658: 3655: 3653: 3652:Bibliometrics 3650: 3649: 3647: 3632: 3629: 3627: 3624: 3622: 3619: 3617: 3614: 3612: 3609: 3607: 3604: 3602: 3599: 3597: 3594: 3592: 3589: 3587: 3584: 3583: 3581: 3577: 3570: 3566: 3564: 3561: 3559: 3556: 3554: 3551: 3549: 3546: 3544: 3541: 3539: 3538:Open research 3536: 3534: 3531: 3529: 3526: 3524: 3521: 3519: 3516: 3514: 3511: 3509: 3506: 3505: 3503: 3499: 3493: 3490: 3488: 3485: 3483: 3480: 3478: 3475: 3473: 3470: 3468: 3465: 3463: 3460: 3458: 3455: 3453: 3450: 3449: 3447: 3445: 3441: 3435: 3432: 3430: 3427: 3425: 3422: 3420: 3417: 3415: 3412: 3411: 3409: 3405: 3399: 3396: 3394: 3391: 3389: 3386: 3382: 3379: 3378: 3377: 3374: 3372: 3369: 3368: 3366: 3362: 3356: 3353: 3351: 3348: 3346: 3345:Impact factor 3343: 3341: 3338: 3336: 3333: 3331: 3328: 3326: 3323: 3321: 3318: 3316: 3315:Bibliometrics 3313: 3311: 3308: 3306: 3303: 3301: 3298: 3296: 3293: 3292: 3290: 3286: 3280: 3277: 3275: 3272: 3268: 3265: 3263: 3260: 3259: 3258: 3255: 3251: 3248: 3246: 3243: 3242: 3241: 3238: 3236: 3233: 3231: 3228: 3227: 3225: 3221: 3215: 3212: 3210: 3207: 3205: 3202: 3200: 3199:Annual report 3197: 3195: 3192: 3190: 3187: 3185: 3184:Working paper 3182: 3181: 3179: 3177: 3173: 3167: 3164: 3162: 3159: 3157: 3154: 3150: 3147: 3146: 3145: 3142: 3141: 3139: 3135: 3127: 3126:Public health 3124: 3123: 3122: 3119: 3117: 3114: 3113: 3111: 3107: 3103: 3096: 3091: 3089: 3084: 3082: 3077: 3076: 3073: 3059: 3056: 3054: 3051: 3049: 3046: 3045: 3044: 3036: 3032: 3029: 3027: 3024: 3022: 3019: 3018: 3015: 3011: 3010: 3007: 3001: 2998: 2996: 2993: 2991: 2988: 2984: 2981: 2979: 2976: 2975: 2974: 2971: 2969: 2966: 2964: 2961: 2959: 2956: 2954: 2951: 2949: 2946: 2944: 2941: 2939: 2936: 2934: 2931: 2929: 2926: 2924: 2921: 2920: 2918: 2916: 2912: 2906: 2903: 2899: 2896: 2894: 2891: 2889: 2886: 2884: 2881: 2879: 2876: 2875: 2873: 2869: 2866: 2864: 2861: 2859: 2856: 2854: 2851: 2849: 2846: 2845: 2843: 2839: 2836: 2835: 2834: 2833:Technoscience 2831: 2829: 2826: 2824: 2821: 2819: 2816: 2814: 2811: 2809: 2806: 2804: 2803:Media studies 2801: 2799: 2796: 2794: 2791: 2787: 2784: 2782: 2779: 2777: 2774: 2772: 2769: 2767: 2764: 2763: 2762: 2759: 2757: 2754: 2752: 2749: 2747: 2744: 2742: 2741:Early adopter 2739: 2737: 2734: 2732: 2729: 2727: 2724: 2722: 2719: 2717: 2714: 2712: 2711:Co-production 2709: 2708: 2706: 2704: 2698: 2690: 2687: 2686: 2685: 2682: 2680: 2677: 2673: 2670: 2669: 2668: 2665: 2663: 2660: 2658: 2655: 2653: 2650: 2646: 2643: 2641: 2638: 2636: 2633: 2631: 2628: 2626: 2623: 2621: 2618: 2616: 2613: 2611: 2608: 2606: 2603: 2601: 2598: 2597: 2595: 2591: 2588: 2586: 2583: 2581: 2578: 2576: 2573: 2571: 2568: 2566: 2563: 2561: 2560:communication 2558: 2556: 2553: 2552: 2550: 2548: 2545: 2543: 2542:Pseudoscience 2540: 2536: 2533: 2532: 2531: 2528: 2526: 2523: 2521: 2518: 2516: 2513: 2511: 2508: 2506: 2503: 2501: 2498: 2496: 2493: 2491: 2490:Boundary-work 2488: 2486: 2485:Bibliometrics 2483: 2481: 2478: 2477: 2475: 2473: 2467: 2461: 2458: 2456: 2453: 2451: 2448: 2446: 2443: 2439: 2436: 2435: 2434: 2431: 2427: 2424: 2422: 2419: 2418: 2416: 2414: 2411: 2410: 2408: 2406: 2402: 2396: 2395:Transhumanism 2393: 2391: 2388: 2386: 2383: 2381: 2378: 2376: 2373: 2371: 2368: 2366: 2363: 2361: 2358: 2356: 2353: 2351: 2348: 2346: 2343: 2341: 2338: 2336: 2333: 2331: 2328: 2326: 2323: 2322: 2320: 2318: 2314: 2308: 2305: 2301: 2298: 2297: 2296: 2293: 2291: 2288: 2287: 2285: 2283: 2279: 2273: 2270: 2268: 2265: 2264: 2262: 2260: 2256: 2252: 2245: 2240: 2238: 2233: 2231: 2226: 2225: 2222: 2215: 2212: 2209: 2205: 2204: 2200: 2195: 2190: 2186: 2182: 2178: 2173: 2169: 2165: 2161: 2157: 2152: 2147: 2142: 2137: 2133: 2129: 2125: 2121: 2117: 2116: 2112: 2103: 2099: 2095: 2091: 2087: 2083: 2079: 2075: 2068: 2065: 2059: 2054: 2050: 2046: 2042: 2035: 2032: 2027: 2021: 2016: 2011: 2006: 2001: 1997: 1989: 1986: 1981: 1977: 1973: 1966: 1963: 1958: 1954: 1949: 1944: 1940: 1936: 1931: 1926: 1922: 1918: 1914: 1907: 1904: 1899: 1895: 1891: 1887: 1880: 1877: 1872: 1868: 1864: 1860: 1856: 1852: 1851:IEEE Spectrum 1845: 1842: 1838: 1834: 1830: 1826: 1820: 1816: 1812: 1808: 1804: 1803: 1795: 1792: 1787: 1783: 1782: 1774: 1767: 1764: 1759: 1755: 1748: 1746: 1744: 1740: 1735: 1731: 1726: 1721: 1717: 1713: 1709: 1705: 1701: 1694: 1691: 1686: 1682: 1678: 1674: 1670: 1666: 1661: 1656: 1652: 1648: 1644: 1637: 1634: 1631: 1628: 1622: 1619: 1615: 1611: 1610: 1605: 1599: 1596: 1591: 1587: 1582: 1577: 1572: 1567: 1563: 1559: 1555: 1552: 1551: 1543: 1539: 1533: 1530: 1525: 1523:1-59593-163-5 1519: 1515: 1511: 1506: 1501: 1497: 1493: 1492:Giles, C. Lee 1486: 1483: 1478: 1472: 1469: 1464: 1460: 1456: 1452: 1448: 1444: 1443: 1435: 1428: 1425: 1420: 1416: 1412: 1408: 1404: 1400: 1396: 1392: 1391: 1383: 1380: 1369: 1363: 1360: 1348: 1344: 1338: 1335: 1323: 1316: 1309: 1306: 1301: 1297: 1293: 1289: 1285: 1281: 1280: 1272: 1265: 1262: 1257: 1253: 1249: 1245: 1241: 1237: 1233: 1229: 1228: 1220: 1217: 1212: 1208: 1203: 1198: 1194: 1190: 1186: 1179: 1176: 1171: 1167: 1162: 1157: 1153: 1149: 1145: 1138: 1135: 1129: 1126: 1120: 1115: 1108: 1105: 1100: 1096: 1091: 1086: 1082: 1078: 1074: 1067: 1064: 1059: 1055: 1050: 1045: 1041: 1037: 1033: 1026: 1023: 1018: 1014: 1010: 1006: 1002: 998: 994: 990: 989:MIS Quarterly 983: 980: 974: 970: 966: 962: 958: 954: 950: 946: 939: 936: 931: 927: 923: 919: 915: 911: 907: 903: 896: 893: 888: 884: 880: 876: 872: 868: 863: 858: 854: 850: 843: 840: 834: 829: 824: 819: 815: 811: 810:F1000Research 807: 800: 797: 786: 782: 776: 773: 769: 765: 759: 757: 753: 748: 744: 739: 734: 730: 726: 722: 715: 713: 709: 705: 701: 697: 692: 689: 673: 672: 664: 661: 644: 635: 632: 620: 616: 612: 608: 604: 600: 593: 586: 583: 578: 571: 568: 564: 560: 556: 551: 549: 547: 543: 536: 532: 531: 527: 525: 524: 520: 518: 517: 513: 512: 508: 503: 500: 498: 495: 493: 490: 488: 485: 483: 480: 478: 475: 473: 470: 468: 465: 463: 460: 458: 455: 453: 450: 448: 445: 443: 440: 438: 435: 433: 430: 428: 425: 424: 419: 417: 415: 411: 410:Michael Frayn 403: 401: 399: 395: 387: 385: 383: 378: 374: 370: 366: 364: 359: 358:impact factor 355: 351: 350:bibliometrics 345: 337: 335: 333: 329: 325: 321: 315: 307: 305: 303: 299: 295: 291: 287: 283: 279: 275: 269: 261: 259: 257: 253: 249: 245: 241: 235: 234:Impact factor 228:Impact factor 227: 225: 223: 219: 215: 207: 205: 201: 199: 198:open archives 195: 191: 187: 183: 179: 175: 170: 168: 164: 158: 151: 149: 147: 143: 137: 135: 131: 129: 124: 120: 116: 112: 107: 105: 100: 98: 94: 93: 88: 84: 80: 76: 68: 66: 64: 60: 56: 52: 48: 44: 40: 36: 32: 28: 22: 3354: 3048:Associations 2883:criticism of 2793:Leapfrogging 2776:linear model 2662:Team science 2656: 2652:Scientocracy 2575:Neo-colonial 2325:Anthropocene 2201: 2184: 2180: 2131: 2127: 2077: 2073: 2067: 2048: 2044: 2034: 1995: 1988: 1971: 1965: 1920: 1917:PLOS Biology 1916: 1906: 1892:(1): 56–61. 1889: 1885: 1879: 1854: 1850: 1844: 1836: 1801: 1794: 1779: 1766: 1757: 1707: 1703: 1693: 1650: 1646: 1636: 1621: 1613: 1607: 1598: 1553: 1548: 1538:Giles, C. 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Index

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
open science

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