Science Mapping: A Systematic Review of the Literature

Ahlgren, P., Jarneving, B., & Rousseau, R. (2003). Requirements for a cocitation similarity measure, with special reference to Pearson’s correlation coefficient. Journal of the American Society for Information Science and Technology, 54(6), 550–560.AhlgrenP.JarnevingB.RousseauR.2003Requirements for a cocitation similarity measure, with special reference to Pearson’s correlation coefficientJournal of the American Society for Information Science and Technology54655056010.1002/asi.10242Search in Google Scholar

Almind, T.C., & Ingwersen, P. (1997). Informetric analyses on the world wide web: Methodological approaches to “webometrics”. Journal of Documentation, 53(4), 404–426.AlmindT.C.IngwersenP.1997Informetric analyses on the world wide web: Methodological approaches to “webometrics”Journal of Documentation53440442610.1108/EUM0000000007205Search in Google Scholar

Börner, K., Chen, C., & Boyack, K.W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37(1), 179–255.BörnerK.ChenC.BoyackK.W.2003Visualizing knowledge domainsAnnual Review of Information Science and Technology37117925510.1002/aris.1440370106Search in Google Scholar

Bar-Ilan, J. (2008). Informetrics at the beginning of the 21st century – A review. Journal of Informetrics, 2(1), 1–52.Bar-IlanJ.2008Informetrics at the beginning of the 21st century – A reviewJournal of Informetrics2115210.1016/j.joi.2007.11.001Search in Google Scholar

Borgatti, S.P., Everett, M.G., & Freeman, L.C. (2002). Ucinet for Windows: Software for social network analysis. Harvard, MA: Analytic Technologies.BorgattiS.P.EverettM.G.FreemanL.C.2002Ucinet for WindowsSoftware for social network analysisHarvard, MAAnalytic TechnologiesSearch in Google Scholar

Borgman, C.L., & Furner, J. (2002). Scholarly communication and bibliometrics. Annual Review of Information Science and Technology, 36, 3–72.BorgmanC.L.FurnerJ.2002Scholarly communication and bibliometricsAnnual Review of Information Science and Technology3637210.1002/aris.1440360102Search in Google Scholar

Bornmann, L., & Daniel, H.D. (2008). What do citation counts measure? A review of studies on citing behavior. Journal of Documentation, 64(1), 45–80.BornmannL.DanielH.D.2008What do citation counts measure? A review of studies on citing behaviorJournal of Documentation641458010.1108/00220410810844150Search in Google Scholar

Bostock, M., Ogievetsky, V., & Heer, J. (2011). D³: Data-driven documents. IEEE Transactions on Visualization and Computer Graphics, 17(12), 2301–2309.BostockM.OgievetskyV.HeerJ.2011D³: Data-driven documentsIEEE Transactions on Visualization and Computer Graphics17122301230910.1109/TVCG.2011.18522034350Search in Google Scholar

Boyack, K.W., Klavans, R., & Börner, K. (2005). Mapping the backbone of science. Scientometrics, 64(3), 351–374.BoyackK.W.KlavansR.BörnerK.2005Mapping the backbone of scienceScientometrics64335137410.1007/s11192-005-0255-6Search in Google Scholar

Boyack, K.W., Wylie, B.N., & Davidson, G.S. (2002). Domain visualization using VxInsight® for science and technology management. Journal of the American Society for Information Science and Technology, 53(9), 764–774.BoyackK.W.WylieB.N.DavidsonG.S.2002Domain visualization using VxInsight® for science and technology managementJournal of the American Society for Information Science and Technology53976477410.1002/asi.10066Search in Google Scholar

Brehmer, M., & Munzner, T. (2013). A multi-level typology of abstract visualization tasks. IEEE Transactions on Visualization and Computer Graphics, 19(12), 2376–2385.BrehmerM.MunznerT.2013A multi-level typology of abstract visualization tasksIEEE Transactions on Visualization and Computer Graphics19122376238510.1109/TVCG.2013.12424051804Search in Google Scholar

Brzezinski, M. (2015). Power laws in citation distributions: Evidence from Scopus. Scientometrics, 103(1), 213–228.BrzezinskiM.2015Power laws in citation distributions: Evidence from ScopusScientometrics103121322810.1007/s11192-014-1524-zSearch in Google Scholar

Callon, M., Courtial, J.P., Turner, W.A., & Bauin, S. (1983). From translations to problematic networks – an introduction to co-word analysis. Social Science Information Sur Les Sciences Sociales, 22(2), 191–235.CallonM.CourtialJ.P.TurnerW.A.BauinS.1983From translations to problematic networks – an introduction to co-word analysisSocial Science Information Sur Les Sciences Sociales22219123510.1177/053901883022002003Search in Google Scholar

Card, S., Mackinlay, D.J., & Shneiderman, B. (1999). Readings in information visualization: Using vision to think. San Francisco, CA: Morgan Kaufmann Publisher.CardS.MackinlayD.J.ShneidermanB.1999Readings in information visualization: Using vision to thinkSan Francisco, CAMorgan Kaufmann PublisherSearch in Google Scholar

Carley, S., & Porter, A.L. (2012). A forward diversity index. Scientometrics, 90(2), 407–427.CarleyS.PorterA.L.2012A forward diversity indexScientometrics90240742710.1007/s11192-011-0528-1Search in Google Scholar

Chen, C. (1999a). Visualising semantic spaces and author co-citation networks in digital libraries. Information Processing & Management, 35(2), 401–420.ChenC.1999aVisualising semantic spaces and author co-citation networks in digital librariesInformation Processing & Management35240142010.1016/S0306-4573(98)00068-5Search in Google Scholar

Chen, C. (1999b). Visualising semantic spaces and author co-citation networks in digital libraries. Information Processing & Management, 35(3), 401–420.ChenC.1999bVisualising semantic spaces and author co-citation networks in digital librariesInformation Processing & Management35340142010.1016/S0306-4573(98)00068-5Search in Google Scholar

Chen, C. (2004). Searching for intellectual turning points: Progressive knowledge domain visualization. Proceedings of the National Academy of Sciences of the United States of America, 101(suppl.), 5303–5310.ChenC.2004Searching for intellectual turning points: Progressive knowledge domain visualizationProceedings of the National Academy of Sciences of the United States of America1015303531010.1073/pnas.030751310038731214724295Search in Google Scholar

Chen, C. (2005). Top 10 unsolved information visualization problems. IEEE Computer Graphics and Applications, 25(4), 12–16.ChenC.2005Top 10 unsolved information visualization problemsIEEE Computer Graphics and Applications254121610.1109/MCG.2005.91Search in Google Scholar

Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377.ChenC.2006CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literatureJournal of the American Society for Information Science and Technology57335937710.1002/asi.20317Search in Google Scholar

Chen, C. (2008). An information-theoretic view of visual analytics. IEEE Computer Graphics & Applications, 28(1), 18–23.ChenC.2008An information-theoretic view of visual analyticsIEEE Computer Graphics & Applications281182310.1109/MCG.2008.2Search in Google Scholar

Chen, C. (2010). Information visualization. Wiley Interdisciplinary Review: Computational Statistics, 2(4), 387–403.ChenC.2010Information visualizationWiley Interdisciplinary Review: Computational Statistics2438740310.1201/9781315369228-12Search in Google Scholar

Chen, C. (2012). Predictive effects of structural variation on citation counts. Journal of the American Society for Information Science and Technology, 63(3), 431–449.ChenC.2012Predictive effects of structural variation on citation countsJournal of the American Society for Information Science and Technology63343144910.1002/asi.21694Search in Google Scholar

Chen, C. (2016). Grand challenges in measuring and characterizing scholarly impact. Frontiers in Research Metrics and Analytics, 1(4).ChenC.2016Grand challenges in measuring and characterizing scholarly impactFrontiers in Research Metrics and Analytics1410.3389/frma.2016.00004Search in Google Scholar

Chen, C., Chen, Y., Horowitz, M., Hou, H., Liu, Z., & Pellegrino, D. (2009). Towards an explanatory and computational theory of scientific discovery. Journal of Informetrics, 3(3), 191–209.ChenC.ChenY.HorowitzM.HouH.LiuZ.PellegrinoD.2009Towards an explanatory and computational theory of scientific discoveryJournal of Informetrics3319120910.1016/j.joi.2009.03.004Search in Google Scholar

Chen, C., Cribbin, T., Macredie, R., & Morar, S. (2002). Visualizing and tracking the growth of competing paradigms: Two case studies. Journal of the American Society for Information Science and Technology, 53(8), 678–689.ChenC.CribbinT.MacredieR.MorarS.2002Visualizing and tracking the growth of competing paradigms: Two case studiesJournal of the American Society for Information Science and Technology53867868910.1002/asi.10075Search in Google Scholar

Chen, C., Dubin, R., & Kim, M.C. (2014). Emerging trends and new developments in regenerative medicine: A scientometric update (2000–2014). Expert Opinion on Biological Therapy, 14(9), 1295–1317.ChenC.DubinR.KimM.C.2014Emerging trends and new developments in regenerative medicine: A scientometric update (2000–2014)Expert Opinion on Biological Therapy1491295131710.1517/14712598.2014.92081325077605Search in Google Scholar

Chen, C., Hu, Z., Liu, S., & Tseng, H. (2012). Emerging trends in regenerative medicine: A scientometric analysis in CiteSpace. Expert Opinions on Biological Therapy, 12(5), 593–608.ChenC.HuZ.LiuS.TsengH.2012Emerging trends in regenerative medicine: A scientometric analysis in CiteSpaceExpert Opinions on Biological Therapy12559360810.1517/14712598.2012.67450722443895Search in Google Scholar

Chen, C., Hu, Z., Milbank, J., & Schultz, T. (2013). A visual analytic study of retracted articles in scientific literature. Journal of the American Society for Information Science and Technology, 64(2), 234–253.ChenC.HuZ.MilbankJ.SchultzT.2013A visual analytic study of retracted articles in scientific literatureJournal of the American Society for Information Science and Technology64223425310.1002/asi.22755Search in Google Scholar

Chen, C., Ibekwe-SanJuan, F., & Hou, J. (2010). The structure and dynamics of cocitation clusters: A multiple-perspective cocitation analysis. Journal of the American Society for Information Science and Technology, 61(7), 1386–1409.ChenC.Ibekwe-SanJuanF.HouJ.2010The structure and dynamics of cocitation clusters: A multiple-perspective cocitation analysisJournal of the American Society for Information Science and Technology6171386140910.1002/asi.21309Search in Google Scholar

Chen, C., & Leydesdorff, L. (2014). Patterns of connections and movements in dual-map overlays: A new method of publication portfolio analysis. Journal of the American Society for Information Science and Technology, 65(2), 334–351.ChenC.LeydesdorffL.2014Patterns of connections and movements in dual-map overlays: A new method of publication portfolio analysisJournal of the American Society for Information Science and Technology65233435110.1002/asi.22968Search in Google Scholar

Chen, C., & Morris, S. (2003). Visualizing evolving networks: Minimum spanning trees versus Pathfinder networks. Paper presented at the Proceedings of IEEE Symposium on Information Visualization, Seattle, Washington.ChenC.MorrisS.2003Visualizing evolving networks: Minimum spanning trees versus Pathfinder networksPaper presented at the Proceedings of IEEE Symposium on Information Visualization, Seattle, WashingtonSearch in Google Scholar

Cobo, M.J., López-Herrera, A.G., Herrera-Viedma, E., & Herrera, F. (2012). SciMAT: A new science mapping analysis software tool. Journal of the American Society for Information Science and Technology, 63(8), 1609–1630.CoboM.J.López-HerreraA.G.Herrera-ViedmaE.HerreraF.2012SciMAT: A new science mapping analysis software toolJournal of the American Society for Information Science and Technology6381609163010.1002/asi.22688Search in Google Scholar

Deerwester, S., Dumais, S.T., Landauer, T K., Furnas, G.W., & Harshman, R.A. (1990). Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6), 391–407.DeerwesterS.DumaisS.T.LandauerT. K.FurnasG.W.HarshmanR.A.1990Indexing by latent semantic analysisJournal of the American Society for Information Science41639140710.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9Search in Google Scholar

Ding, Y., Chowdhury, G., & Foo, S. (1999). Mapping the intellectual structure of information retrieval studies: An author co-citation analysis, 1987–1997. Journal of Information Science, 25(1), 67–78.DingY.ChowdhuryG.FooS.1999Mapping the intellectual structure of information retrieval studies: An author co-citation analysis, 1987–1997Journal of Information Science251677810.1177/016555159902500107Search in Google Scholar

Egghe, L. (2006). Theory and practice of the g-index. Scientometrics, 69(1), 131–152.EggheL.2006Theory and practice of the g-indexScientometrics69113115210.1007/s11192-006-0144-7Search in Google Scholar

Fekete, J. (2004). The InfoVis toolkit. Paper presented at the IEEE Symposium on Information Visualization, Austin, Texas.FeketeJ.2004The InfoVis toolkitPaper presented at the IEEE Symposium on Information Visualization, Austin, Texas10.1109/INFVIS.2004.64Search in Google Scholar

Fuchs, S. (1993). A sociological theory of scientific change. Social Forces, 71(4), 933–953.FuchsS.1993A sociological theory of scientific changeSocial Forces71493395310.2307/2580125Search in Google Scholar

Garfield, E. (1955). Citation indexes for science: A new dimension in documentation through association of ideas. Science, 122(3159), 108–111.GarfieldE.1955Citation indexes for science: A new dimension in documentation through association of ideasScience122315910811110.1126/science.122.3159.108Search in Google Scholar

Henry, N., Fekete, J.D., & McGuffin, M.J. (2007). NodeTrix: A hybrid visualization of social networks. IEEE Transactions on Visualization and Computer Graphics, 13(6), 1302–1309.HenryN.FeketeJ.D.McGuffinM.J.2007NodeTrix: A hybrid visualization of social networksIEEE Transactions on Visualization and Computer Graphics1361302130910.1109/TVCG.2007.70582Search in Google Scholar

Heradio, R., Perez-Moragoa, H., Fernandez-Amorosa, D., Cabrerizoa, F.J., & Herrera-Viedmab, E. (2016). A bibliometric analysis of 20 years of research on software product lines. Information and Software Technology, 72, 1–15.HeradioR.Perez-MoragoaH.Fernandez-AmorosaD.CabrerizoaF.J.Herrera-ViedmabE.2016A bibliometric analysis of 20 years of research on software product linesInformation and Software Technology7211510.1016/j.infsof.2015.11.004Search in Google Scholar

Herman, I., Melançon, G., & Marshall, M.S. (2000). Graph visualization and navigation in information visualization: A survey. IEEE Transactions on Visualization and Computer Graphics, 6(1), 24–44.HermanI.MelançonG.MarshallM.S.2000Graph visualization and navigation in information visualization: A surveyIEEE Transactions on Visualization and Computer Graphics61244410.1109/2945.841119Search in Google Scholar

Hicks, D., Wouters, P., Waltman, L., Rijcke, S.D., & Rafols, I. (2015). Bibliometrics: The Leiden Manifesto for research metrics. Nature, 520(7548), 429–431.HicksD.WoutersP.WaltmanL.RijckeS.D.RafolsI.2015Bibliometrics: The Leiden Manifesto for research metricsNature520754842943110.1038/520429aSearch in Google Scholar

Hirsch, J.E. (2005). An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences of the United States of America, 102(46), 16569–16572.HirschJ.E.2005An index to quantify an individual’s scientific research outputProceedings of the National Academy of Sciences of the United States of America10246165691657210.1073/pnas.0507655102128383216275915Search in Google Scholar

Hjørland, B. (1997). Information seeking and subject representation: An activity-theoretical approach to information science. Westport, CT: Greenwood Press.HjørlandB.1997Information seeking and subject representation: An activity-theoretical approach to information scienceWestport, CTGreenwood PressSearch in Google Scholar

Hjørland, B. (2002). Epistemology and the socio-cognitive perspective in information science. Journal of the American Society for Information Science and Technology, 53(4), 257–270.HjørlandB.2002Epistemology and the socio-cognitive perspective in information scienceJournal of the American Society for Information Science and Technology53425727010.1002/asi.10042Search in Google Scholar

Johnson, B., & Shneiderman, B. (1991, October 1991). Tree-maps: A space filling approach to the visualization of hierarchical information structures. Paper presented at the IEEE Visualization 91.JohnsonB.ShneidermanB.1991, October 1991Tree-maps: A space filling approach to the visualization of hierarchical information structuresPaper presented at the IEEE Visualization9110.1109/VISUAL.1991.175815Search in Google Scholar

Keim, D., Mansmann, F., Schneidewind, J., Thomas, J., & Ziegler, H. (2008). Visual analytics: Scope and challenges. in S.J. Simoff, M.H. Böhlen, & A. Mazeika (Eds.), Visual Data Mining (pp. 76–90). Berlin: springer-Verlag.KeimD.MansmannF.SchneidewindJ.ThomasJ.ZieglerH.2008Visual analytics: Scope and challengesSimoffS.J.BöhlenM.H.MazeikaA.Visual Data Mining7690Berlinspringer-Verlag10.1007/978-3-540-71080-6_6Search in Google Scholar

Kim, M .C., Zhu, Y., & Chen, C. (2016). How are they different? A quantitative domain comparison of information visualization and data visualization (2000–2014). Scientometrics, 107(1), 123.KimM.C.ZhuY.ChenC.2016How are they different? A quantitative domain comparison of information visualization and data visualization (2000–2014)Scientometrics107112310.1007/s11192-015-1830-0Search in Google Scholar

Kleinberg, J. (2002). Bursty and hierarchical structure in streams. Paper presented at the Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta, Canada. Retrieved on February 19, 2017, from http://www.cs.cornell.edu/home/kleinber/bhs.pdf.KleinbergJ.2002Bursty and hierarchical structure in streamsPaper presented at the Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta, CanadaRetrieved on February 19, 2017, fromhttp://www.cs.cornell.edu/home/kleinber/bhs.pdf10.1145/775047.775061Search in Google Scholar

Kuhn, T.S. (1962). The structure of scientific revolutions. Chicago: University of Chicago Press.KuhnT.S.1962The structure of scientific revolutionsChicagoUniversity of Chicago PressSearch in Google Scholar

Lam, H ., Bertini, E., Isenberg, P., Plaisant, C., & Carpendale, S. (2012). Empirical studies in information visualization: Seven scenarios. IEEE Transactions on Visualization and Computer Graphics, 18(9), 1520–1536.LamH.BertiniE.IsenbergP.PlaisantC.CarpendaleS.2012Empirical studies in information visualization: Seven scenariosIEEE Transactions on Visualization and Computer Graphics1891520153610.1109/TVCG.2011.27922144529Search in Google Scholar

Leydesdorff, L., & Rafols, I. (2009). A global map of science based on the ISI subject categories. Journal of the American Society for Information Science and Technology, 60(2), 348–362.LeydesdorffL.RafolsI.2009A global map of science based on the ISI subject categoriesJournal of the American Society for Information Science and Technology60234836210.1002/asi.20967Search in Google Scholar

Li, Y., Radicchi, F., Castellano, C., & Ruiz-Castillo, J. (2013). Quantitative evaluation of alternative field normalization procedures. Journal of Informetrics, 7(3), 746–755.LiY.RadicchiF.CastellanoC.Ruiz-CastilloJ.2013Quantitative evaluation of alternative field normalization proceduresJournal of Informetrics7374675510.1016/j.joi.2013.06.001Search in Google Scholar

Meho, L.I., & Yang, K. (2007). Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar. Journal of the American Society for Information Science and Technology, 58(13), 2105–2125.MehoL.I.YangK.2007Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholarJournal of the American Society for Information Science and Technology58132105212510.1002/asi.20677Search in Google Scholar

Milojević, S., Sugimoto, C.R., Yan, E., & Ding, Y. (2011). The cognitive structure of Library and Information Science: Analysis of article title words. Journal of the American Society for Information Science and Technology, 62(10), 1933–1953.MilojevićS.SugimotoC.R.YanE.DingY.2011The cognitive structure of Library and Information Science: Analysis of article title wordsJournal of the American Society for Information Science and Technology62101933195310.1002/asi.21602Search in Google Scholar

Mingers, J., & Leydesdorff, L. (2015). A review of theory and practice in scientometrics. European Journal of Operational Research, 246(1), 1–19.MingersJ.LeydesdorffL.2015A review of theory and practice in scientometricsEuropean Journal of Operational Research246111910.1016/j.ejor.2015.04.002Search in Google Scholar

Morris, S.A., Yen, G., Wu, Z., & Asnake, B. (2003). Timeline visualization of research fronts. Journal of the American Society for Information Science and Technology, 55(5), 413–422.MorrisS.A.YenG.WuZ.AsnakeB.2003Timeline visualization of research frontsJournal of the American Society for Information Science and Technology55541342210.1002/asi.10227Search in Google Scholar

Mulkay, M.J., Gilbert, G.N., & Woolgar, S. (1975). Problem areas and research networks in science. Sociology, 9(2), 187–203.MulkayM.J.GilbertG.N.WoolgarS.1975Problem areas and research networks in scienceSociology9218720310.1177/003803857500900201Search in Google Scholar

Munzner, T. (2014). Visualization analysis and design. Natick, MA: A K Peters/CRC Press.MunznerT.2014Visualization analysis and designNatick, MAA K Peters/CRC Press10.1201/b17511Search in Google Scholar

Nerur, S.P. (2008). The intellectual structure of the strategic management field: An author co-citation analysis. Strategic Management Journal, 29(3), 319–336.NerurS.P.2008The intellectual structure of the strategic management field: An author co-citation analysisStrategic Management Journal29331933610.1002/smj.659Search in Google Scholar

Quirin, A., Cordón, O., Guerrero-Bote, V.P., Vargas-Quesada, B., & Moya-Anegón, F. (2008). A quick MST-based algorithm to obtain pathfinder networks (∞, n – 1). Journal of the American Society for Information Science and Technology, 59(2), 1912–1924.QuirinA.CordónO.Guerrero-BoteV.P.Vargas-QuesadaB.Moya-AnegónF.2008A quick MST-based algorithm to obtain pathfinder networks (∞, n – 1)Journal of the American Society for Information Science and Technology5921912192410.1002/asi.20904Search in Google Scholar

Radicchi, F., & Castellano, C. (2013). Analysis of bibliometric indicators for individual scholars in a large data set. Scientometrics, 97(3), 627–637.RadicchiF.CastellanoC.2013Analysis of bibliometric indicators for individual scholars in a large data setScientometrics97362763710.1007/s11192-013-1027-3Search in Google Scholar

Radicchi, F., Fortunato, S., & Castellano, C. (2008). Universality of citation distributions: Toward an objective measure of scientific impact. Proceedings of the National Academy of Sciences of the United States of America, 105(45), 17268–17272.RadicchiF.FortunatoS.CastellanoC.2008Universality of citation distributions: Toward an objective measure of scientific impactProceedings of the National Academy of Sciences of the United States of America10545172681727210.1073/pnas.0806977105258226318978030Search in Google Scholar

Ramos-rodriguez, A.R. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the Strategic Management Journal, 1980–2000. Strategic Management Journal, 25(10), 981–1004.Ramos-rodriguezA.R.2004Changes in the intellectual structure of strategic management research: A bibliometric study of the Strategic Management Journal, 1980–2000Strategic Management Journal2510981100410.1002/smj.397Search in Google Scholar

Rorissa, A., & Yuan, X. (2012). Visualizing and mapping the intellectual structure of information retrieval. Information Processing & Management, 48(1), 120–135.RorissaA.YuanX.2012Visualizing and mapping the intellectual structure of information retrievalInformation Processing & Management48112013510.1016/j.ipm.2011.03.004Search in Google Scholar

Shannon, P., Markiel, A., Ozier, O., Baliga, N.S., Wang, J.T., Ramage, D., . . . Ideker, T. (2003). Cytoscape: A software environment for integrated models of biomolecular interaction networks. Genome Research, 13(11), 2498–2504.ShannonP.MarkielA.OzierO.BaligaN.S.WangJ.T.RamageD.IdekerT.2003Cytoscape: A software environment for integrated models of biomolecular interaction networksGenome Research13112498250410.1101/gr.1239303Search in Google Scholar

Shneider, A. M. (2009). Four stages of a scientific discipline: Four types of scientists. Trends in Biochemical Sciences, 34(5), 217–223.ShneiderA. M.2009Four stages of a scientific discipline: Four types of scientistsTrends in Biochemical Sciences34521722310.1016/j.tibs.2009.02.002Search in Google Scholar

Skupin, A. ( 2014). Making a mark: A computational and visual analysis of one researcher’s intellectual domain. International Journal of Geographical Information Science, 28(6), 1209–1232.SkupinA.2014Making a mark: A computational and visual analysis of one researcher’s intellectual domainInternational Journal of Geographical Information Science2861209123210.1080/13658816.2014.906040Search in Google Scholar

Small, H. (1 973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24(4), 265–269.SmallH.1973Co-citation in the scientific literature: A new measure of the relationship between two documentsJournal of the American Society for Information Science24426526910.1002/asi.4630240406Search in Google Scholar

Small, H. (1 999). Visualizing science by citation mapping. Journal of the American Society for Information Science and Technology, 50(9), 799–813.SmallH.1999Visualizing science by citation mappingJournal of the American Society for Information Science and Technology50979981310.1002/(SICI)1097-4571(1999)50:9<799::AID-ASI9>3.0.CO;2-GSearch in Google Scholar

Stasko, J., Gorg, C., & Liu, Z. (2008). Jigsaw: Supporting investigative analysis through interactive visualization. Information Visualization, 7(2), 118–132.StaskoJ.GorgC.LiuZ.2008Jigsaw: Supporting investigative analysis through interactive visualizationInformation Visualization7211813210.1109/VAST.2007.4389006Search in Google Scholar

Tabah, A.N. (1999). Literature dynamics: Studies on growth, diffusion, and epidemics. Annual Review of Information Science and Technology, 34(1), 249–286.TabahA.N.1999Literature dynamics: Studies on growth, diffusion, and epidemicsAnnual Review of Information Science and Technology341249286Search in Google Scholar

Thelwall, M., Haustein, S., Larivière, V., & Sugimoto, C.R. (2013). Do altmetrics work? Twitter and ten other social web services. PLoS ONE, 8(5), e64841.ThelwallM.HausteinS.LarivièreV.SugimotoC.R.2013Do altmetrics work? Twitter and ten other social web servicesPLoS ONE85e6484110.1371/journal.pone.0064841Search in Google Scholar

Thomas, J.J., & Cook, K.A. (2005). Illuminating the path: The research and development agenda for visual analytics. Los Alamitos, CA: IEEE Computer Society Press.ThomasJ.J.CookK.A.2005Illuminating the path: The research and development agenda for visual analyticsLos Alamitos, CAIEEE Computer Society PressSearch in Google Scholar

Tibély, G., P ollner, P., Vicsek, T., & Palla, G. (2013). Extracting tag-hierarchies. PLoS ONE, 8(12), e84133.TibélyG.P ollnerP.VicsekT.PallaG.2013Extracting tag-hierarchiesPLoS ONE812e8413310.1371/journal.pone.0084133Search in Google Scholar

van Eck, N.J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538.van EckN.J.WaltmanL.2010Software survey: VOSviewer, a computer program for bibliometric mappingScientometrics84252353810.1007/s11192-009-0146-3Search in Google Scholar

Van Raan, A.F J. (2003). Sleeping beauties in science. Scientometrics, 59(3), 461–466.Van RaanA.F.J.2003Sleeping beauties in scienceScientometrics59346146610.1023/B:SCIE.0000018543.82441.f1Search in Google Scholar

Viégas, F.B., Wattenberg, M., Ham, F.v., Kriss, J., & McKeon, M. (2007). Many eyes: A site for visualization at Internet scale. IEEE Transactions on Visualization and Computer Graphics, 13(6), 1121–1128.ViégasF.B.WattenbergM.HamF.v.KrissJ.McKeonM.2007Many eyes: A site for visualization at Internet scaleIEEE Transactions on Visualization and Computer Graphics1361121112810.1109/TVCG.2007.7057717968055Search in Google Scholar

Vogel, R., & Gü ttel, W.H. (2013). The dynamic capability view in strategic management: A bibliometric review. International Journal of Management Reviews, 15(4), 426–446.VogelR.GüttelW.H.2013The dynamic capability view in strategic management: A bibliometric reviewInternational Journal of Management Reviews15442644610.1111/ijmr.12000Search in Google Scholar

Waltman, L. (201 6). A review of the literature on citation impact indicators. Journal of Informetrics, 10(2), 365–391.WaltmanL.2016A review of the literature on citation impact indicatorsJournal of Informetrics10236539110.1016/j.joi.2016.02.007Search in Google Scholar

White, H.D. (200 3). Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists. Journal of the American Society for Information Science and Technology, 54(5), 423–434.WhiteH.D.2003Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientistsJournal of the American Society for Information Science and Technology54542343410.1002/asi.10228Search in Google Scholar

White, H.D., & M cCain, K.W. (1997). Visualization of literatures. Annual Review of Information Science and Technology, 32, 99–168.WhiteH.D.McCainK.W.1997Visualization of literaturesAnnual Review of Information Science and Technology3299168Search in Google Scholar

White, H.D., & M cCain, K.W. (1998). Visualizing a discipline: An author co-citation analysis of information science, 1972–1995. Journal of the American Society for Information Science, 49(4), 327–356.WhiteH.D.McCainK.W.1998Visualizing a discipline: An author co-citation analysis of information science, 1972–1995Journal of the American Society for Information Science494327356Search in Google Scholar

White, H.D., & M cCain, K.W. (1998). Visualizing a discipline: An author co-citation analysis of information science, 1972–1995. Journal of the American Society for Information Science and Technology, 49(4), 327–355.WhiteH.D.M cCainK.W.1998Visualizing a discipline: An author co-citation analysis of information science, 1972–1995Journal of the American Society for Information Science and Technology49432735510.1002/(SICI)1097-4571(19980401)49:4<327::AID-ASI4>3.0.CO;2-WSearch in Google Scholar

Yan, E. (2014). Research dynamics: Measuring the continuity and popularity of research topics. Journal of Informetrics, 8(1), 98–110.YanE.2014Research dynamics: Measuring the continuity and popularity of research topicsJournal of Informetrics819811010.1016/j.joi.2013.10.010Search in Google Scholar

Yi, J.S., Kang, Y.A., Stasko, T.J., & Jacko, A.J. (2007). Towards a deeper understanding of the role of interaction in information visualization. IEEE Transactions on Visualization and Computer Graphics, 13(6), 1224–1231.YiJ.S.KangY.A.StaskoT.J.JackoA.J.2007Towards a deeper understanding of the role of interaction in information visualizationIEEE Transactions on Visualization and Computer Graphics1361224123110.1109/TVCG.2007.7051517968068Search in Google Scholar

Zhao, D., & Stro tmann, A. (2014). The knowledge base and research front of information science 2006–2010: An author cocitation and bibliographic coupling analysis. Journal of the Association for Information Science and Technology, 65(5), 995–1006.ZhaoD.Stro tmannA.2014The knowledge base and research front of information science 2006–2010: An author cocitation and bibliographic coupling analysisJournal of the Association for Information Science and Technology655995100610.1002/asi.23027Search in Google Scholar

Zhu, Q., Kong, X ., Hong, S., Li, J., & He, Z. (2015). Global ontology research progress: a bibliometric analysis. Aslib Journal of Information Management, 67(1), 27–54.ZhuQ.KongX.HongS.LiJ.HeZ.2015Global ontology research progress: a bibliometric analysisAslib Journal of Information Management671275410.1108/AJIM-05-2014-0061Search in Google Scholar

Zupic, I. (2015) . Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472.ZupicI.2015Bibliometric methods in management and organizationOrganizational Research Methods18342947210.1177/1094428114562629Search in Google Scholar