{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T06:15:31Z","timestamp":1777097731491,"version":"3.51.4"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,5,21]],"date-time":"2022-05-21T00:00:00Z","timestamp":1653091200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,5,21]],"date-time":"2022-05-21T00:00:00Z","timestamp":1653091200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1007\/s11192-022-04406-6","type":"journal-article","created":{"date-parts":[[2022,5,21]],"date-time":"2022-05-21T03:37:26Z","timestamp":1653104246000},"page":"3695-3718","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":134,"title":["Smart bibliometrics: an integrated method of science mapping and bibliometric analysis"],"prefix":"10.1007","volume":"127","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2267-7595","authenticated-orcid":false,"given":"Vilker Zucolotto","family":"Pessin","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4081-5402","authenticated-orcid":false,"given":"Luciana Harue","family":"Yamane","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2939-7403","authenticated-orcid":false,"given":"Renato Ribeiro","family":"Siman","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,5,21]]},"reference":[{"issue":"2","key":"4406_CR1","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/s11192-007-1935-1","volume":"76","author":"P Ahlgren","year":"2008","unstructured":"Ahlgren, P., & Jarneving, B. (2008). Bibliographic coupling, common abstract stems and clustering: A comparison of two document-document similarity approaches in the context of science mapping. Scientometrics, 76(2), 273\u2013290. https:\/\/doi.org\/10.1007\/s11192-007-1935-1","journal-title":"Scientometrics"},{"issue":"4","key":"4406_CR2","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1016\/j.joi.2017.08.007","volume":"11","author":"M Aria","year":"2017","unstructured":"Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959\u2013975. https:\/\/doi.org\/10.1016\/j.joi.2017.08.007","journal-title":"Journal of Informetrics"},{"key":"4406_CR3","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/j.ijinfomgt.2018.11.020","volume":"46","author":"K Bo\u017ei\u010d","year":"2019","unstructured":"Bo\u017ei\u010d, K., & Dimovski, V. (2019). Business intelligence and analytics for value creation: The role of absorptive capacity. International Journal of Information Management, 46, 93\u2013103. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2018.11.020","journal-title":"International Journal of Information Management"},{"issue":"1","key":"4406_CR4","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/s11192-007-1825-6","volume":"75","author":"D Chavalarias","year":"2008","unstructured":"Chavalarias, D., & Cointet, J. P. (2008). Bottom-up scientific field detection for dynamical and hierarchical science mapping, methodology and case study. Scientometrics, 75(1), 37\u201350. https:\/\/doi.org\/10.1007\/s11192-007-1825-6","journal-title":"Scientometrics"},{"key":"4406_CR5","doi-asserted-by":"publisher","DOI":"10.1145\/1040830.1040859","author":"C Chen","year":"2005","unstructured":"Chen, C. (2005). The centrality of pivotal points in the evolution of scientific networks. International CoNference on Intelligent User Interfaces Proceedings IUI. https:\/\/doi.org\/10.1145\/1040830.1040859","journal-title":"International CoNference on Intelligent User Interfaces Proceedings IUI"},{"key":"4406_CR6","doi-asserted-by":"publisher","first-page":"1852","DOI":"10.1002\/asi.22883","volume":"64","author":"C Chen","year":"2013","unstructured":"Chen, C. (2013). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 64, 1852\u20131863.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"4","key":"4406_CR7","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.2307\/41703503","volume":"36","author":"H Chen","year":"2018","unstructured":"Chen, H., Chiang, R., & Storey, V. (2018). Business intelligence and analytics: From big data to big impact. MIS Quarterly, 36(4), 1165\u20131188.","journal-title":"MIS Quarterly"},{"key":"4406_CR8","unstructured":"Clarivate. (2017). In Memoriam: Dr Eugene Garfield."},{"key":"4406_CR9","unstructured":"Clarivate. (2022). Journal Citation Reports. https:\/\/clarivate.com\/webofsciencegroup\/solutions\/journal-citation-reports\/"},{"key":"4406_CR10","doi-asserted-by":"publisher","first-page":"1852","DOI":"10.1002\/asi.22883","volume":"64","author":"MJ Cobo","year":"2013","unstructured":"Cobo, M. J., L\u00f3pez-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2013). SciMAT: A new science mapping analysis software tool. Journal of the American Society for Information Science and Technology, 64, 1852\u20131863.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"4406_CR11","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.joi.2020.101043","volume":"14","author":"GDG De Carvalho","year":"2020","unstructured":"De Carvalho, G. D. G., Sokulski, C. C., Da Silva, W. V., De Carvalho, H. G., De Moura, R. V., De Francisco, A. C., & Da Veiga, C. P. (2020). Bibliometrics and systematic reviews: A comparison between the Proknow-C and the Methodi Ordinatio. Journal of Informetrics, 14, 3. https:\/\/doi.org\/10.1016\/j.joi.2020.101043","journal-title":"Journal of Informetrics"},{"issue":"3","key":"4406_CR12","doi-asserted-by":"publisher","first-page":"156","DOI":"10.5530\/JSCIRES.8.3.32","volume":"8","author":"H Dervis","year":"2019","unstructured":"Dervis, H. (2019). Bibliometric analysis using bibliometrix an R package. Journal of Scientometric Research, 8(3), 156\u2013160. https:\/\/doi.org\/10.5530\/JSCIRES.8.3.32","journal-title":"Journal of Scientometric Research"},{"key":"4406_CR13","unstructured":"Dimensions, & Inc. (2021). Linked research data from idea to impact. https:\/\/www.dimensions.ai\/"},{"issue":"March","key":"4406_CR14","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/j.jbusres.2021.04.070","volume":"133","author":"N Donthu","year":"2021","unstructured":"Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133(March), 285\u2013296. https:\/\/doi.org\/10.1016\/j.jbusres.2021.04.070","journal-title":"Journal of Business Research"},{"issue":"4","key":"4406_CR15","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.visinf.2020.11.001","volume":"4","author":"T Dwyer","year":"2020","unstructured":"Dwyer, T., Cordeil, M., Czauderna, T., Delir Haghighi, P., Ens, B., Goodwin, S., Jenny, B., Marriott, K., & Wybrow, M. (2020). The data visualisation and immersive analytics research lab at Monash University. Visual Informatics, 4(4), 41\u201349. https:\/\/doi.org\/10.1016\/j.visinf.2020.11.001","journal-title":"Visual Informatics"},{"issue":"06","key":"4406_CR16","doi-asserted-by":"publisher","first-page":"782","DOI":"10.4236\/me.2015.66074","volume":"06","author":"L Ensslin","year":"2015","unstructured":"Ensslin, L., Dutra, A., Ensslin, S. R., Chaves, L. C., & Dezem, V. (2015). Research process for selecting a theoretical framework and bibliometric analysis of a theme: Illustration for the management of customer service in a bank. Modern Economy, 06(06), 782\u2013796. https:\/\/doi.org\/10.4236\/me.2015.66074","journal-title":"Modern Economy"},{"issue":"2","key":"4406_CR17","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1177\/0165551504042802","volume":"30","author":"E Garfield","year":"2004","unstructured":"Garfield, E. (2004). Historiographic mapping of knowledge domains literature. Journal of Information Science, 30(2), 119\u2013145. https:\/\/doi.org\/10.1177\/0165551504042802","journal-title":"Journal of Information Science"},{"issue":"3","key":"4406_CR18","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1016\/j.joi.2009.03.009","volume":"3","author":"E Garfield","year":"2009","unstructured":"Garfield, E. (2009). From the science of science to Scientometrics visualizing the history of science with HistCite software. Journal of Informetrics, 3(3), 173\u2013179. https:\/\/doi.org\/10.1016\/j.joi.2009.03.009","journal-title":"Journal of Informetrics"},{"key":"4406_CR19","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1098\/rsos.180448","volume":"5","author":"TE Hardwicke","year":"2018","unstructured":"Hardwicke, T. E., Mathur, M. B., MacDonald, K., Nilsonne, G., Banks, G. C., Kidwell, M. C., Mohr, A. H., Clayton, E., Yoon, E. J., Tessler, M. H., Lenne, R. L., Altman, S., Long, B., & Frank, M. C. (2018). Data availability, reusability, and analytic reproducibility: Evaluating the impact of a mandatory open data policy at the journal Cognition. Royal Society Open Science, 5, 8. https:\/\/doi.org\/10.1098\/rsos.180448","journal-title":"Royal Society Open Science"},{"key":"4406_CR20","unstructured":"John Wiley & Sons, I. (2021). Cochrane Library. Potomki"},{"key":"4406_CR21","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.ijinfomgt.2019.01.013","volume":"48","author":"JR L\u00f3pez-Robles","year":"2019","unstructured":"L\u00f3pez-Robles, J. R., Otegi-Olaso, J. R., Porto G\u00f3mez, I., & Cobo, M. J. (2019). 30 years of intelligence models in management and business: A bibliometric review. International Journal of Information Management, 48, 22\u201338. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2019.01.013","journal-title":"International Journal of Information Management"},{"issue":"4","key":"4406_CR22","doi-asserted-by":"publisher","first-page":"153","DOI":"10.18352\/lq.10113","volume":"25","author":"L Lyon","year":"2016","unstructured":"Lyon, L. (2016). Transparency: The emerging third dimension of open science and open data. LIBER Quarterly, 25(4), 153\u2013171. https:\/\/doi.org\/10.18352\/lq.10113","journal-title":"LIBER Quarterly"},{"key":"4406_CR23","unstructured":"Massimo, A., & Cuccurullo, C. (2021). Biblioshiny: the shiny interface for bibliometrix. https:\/\/bibliometrix.org\/About.html"},{"key":"4406_CR24","unstructured":"Maximo, A., & Corrado, C. (2021). biblioshiny: The shiny interface for bibliometrix."},{"issue":"1","key":"4406_CR25","doi-asserted-by":"publisher","first-page":"519","DOI":"10.1007\/s11192-014-1443-z","volume":"102","author":"EM Murgado-Armenteros","year":"2015","unstructured":"Murgado-Armenteros, E. M., Guti\u00e9rrez-Salcedo, M., Torres-Ruiz, F. J., & Cobo, M. J. (2015). Analysing the conceptual evolution of qualitative marketing research through science mapping analysis. Scientometrics, 102(1), 519\u2013557. https:\/\/doi.org\/10.1007\/s11192-014-1443-z","journal-title":"Scientometrics"},{"issue":"3","key":"4406_CR26","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1016\/S0138-9130(00)86853-7","volume":"46","author":"EC Noyons","year":"1999","unstructured":"Noyons, E. C., Moed, H., & van Raan, A. F. (1999). Integrating research performance analysis and science mapping. Scientometrics, 46(3), 591\u2013604. https:\/\/doi.org\/10.1016\/S0138-9130(00)86853-7","journal-title":"Scientometrics"},{"key":"4406_CR27","unstructured":"Otlet, P. (1934). Trait\u00e9 de documentation: Le livre sur le livre. Th\u00e9orie et pratique (Editiones Mundaneum (ed.))."},{"issue":"3","key":"4406_CR28","doi-asserted-by":"publisher","first-page":"2109","DOI":"10.1007\/s11192-015-1744-x","volume":"105","author":"RN Pagani","year":"2015","unstructured":"Pagani, R. N., Kovaleski, J. L., & Resende, L. M. (2015). Methodi Ordinatio: A proposed methodology to select and rank relevant scientific papers encompassing the impact factor, number of citation, and year of publication. Scientometrics, 105(3), 2109\u20132135. https:\/\/doi.org\/10.1007\/s11192-015-1744-x","journal-title":"Scientometrics"},{"issue":"6","key":"4406_CR29","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.1007\/s11119-018-9569-2","volume":"19","author":"F Pallottino","year":"2018","unstructured":"Pallottino, F., Biocca, M., Nardi, P., Figorilli, S., Menesatti, P., & Costa, C. (2018). Science mapping approach to analyze the research evolution on precision agriculture: World, EU and Italian situation. Precision Agriculture, 19(6), 1011\u20131026. https:\/\/doi.org\/10.1007\/s11119-018-9569-2","journal-title":"Precision Agriculture"},{"key":"4406_CR30","unstructured":"Persson, O. (2017). BibExcel: a tool-box developed by Olle Persson. https:\/\/homepage.univie.ac.at\/juan.gorraiz\/bibexcel\/"},{"key":"4406_CR31","first-page":"1","volume":"95","author":"O Persson","year":"2009","unstructured":"Persson, O., Danell, R., & Schneider, J. W. (2009). How to use Bibexcel for various types of bibliometric analysis. International Society for Scientometrics and Informetrics., 95, 1\u201310.","journal-title":"International Society for Scientometrics and Informetrics."},{"key":"4406_CR32","unstructured":"PubMed. (2021). National Library of Medicine. https:\/\/pubmed.ncbi.nlm.nih.gov\/"},{"key":"4406_CR33","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.ijinfomgt.2017.12.011","volume":"40","author":"MP Rodr\u00edguez-Bol\u00edvar","year":"2018","unstructured":"Rodr\u00edguez-Bol\u00edvar, M. P., Alcaide-Mu\u00f1oz, L., & Cobo, M. J. (2018). Analyzing the scientific evolution and impact of e-Participation research in JCR journals using science mapping. International Journal of Information Management, 40, 111\u2013119. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2017.12.011","journal-title":"International Journal of Information Management"},{"issue":"4","key":"4406_CR34","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1007\/s12351-018-00445-1","volume":"19","author":"LRP Roselli","year":"2019","unstructured":"Roselli, L. R. P., de Almeida, A. T., & Frej, E. A. (2019). Decision neuroscience for improving data visualization of decision support in the FITradeoff method. Operational Research, 19(4), 933\u2013953. https:\/\/doi.org\/10.1007\/s12351-018-00445-1","journal-title":"Operational Research"},{"issue":"4","key":"4406_CR35","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1111\/isj.12071","volume":"26","author":"A Shollo","year":"2016","unstructured":"Shollo, A., & Galliers, R. D. (2016). Towards an understanding of the role of business intelligence systems in organisational knowing. Information Systems Journal, 26(4), 339\u2013367. https:\/\/doi.org\/10.1111\/isj.12071","journal-title":"Information Systems Journal"},{"issue":"2","key":"4406_CR36","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1007\/BF02457414","volume":"38","author":"H Small","year":"1997","unstructured":"Small, H. (1997). Update on science mapping: Creating large document spaces. Scientometrics, 38(2), 275\u2013293. https:\/\/doi.org\/10.1007\/BF02457414","journal-title":"Scientometrics"},{"issue":"2","key":"4406_CR37","doi-asserted-by":"publisher","first-page":"723","DOI":"10.1007\/s11192-011-0480-0","volume":"89","author":"S So\u00f3s","year":"2011","unstructured":"So\u00f3s, S. (2011). The functional anatomy of science mapping: Katy B\u00f6rner: Atlas of science: Visualizing what we know. Scientometrics, 89(2), 723\u2013726. https:\/\/doi.org\/10.1007\/s11192-011-0480-0","journal-title":"Scientometrics"},{"issue":"3","key":"4406_CR38","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1007\/s11192-012-0713-x","volume":"93","author":"S So\u00f3s","year":"2012","unstructured":"So\u00f3s, S., & Kampis, G. (2012). Beyond the basemap of science: Mapping multiple structures in research portfolios: Evidence from Hungary. Scientometrics, 93(3), 869\u2013891. https:\/\/doi.org\/10.1007\/s11192-012-0713-x","journal-title":"Scientometrics"},{"issue":"2","key":"4406_CR39","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/s11192-009-0146-3","volume":"84","author":"NJ van Eck","year":"2010","unstructured":"van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523\u2013538. https:\/\/doi.org\/10.1007\/s11192-009-0146-3","journal-title":"Scientometrics"},{"issue":"3\u20134","key":"4406_CR40","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/BF02026039","volume":"10","author":"P Vinkler","year":"1986","unstructured":"Vinkler, P. (1986). Evaluation of some methods for the relative assessment of scientific publications. Scientometrics, 10(3\u20134), 157\u2013177. https:\/\/doi.org\/10.1007\/BF02026039","journal-title":"Scientometrics"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-022-04406-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11192-022-04406-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-022-04406-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T08:45:11Z","timestamp":1655282711000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11192-022-04406-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,21]]},"references-count":40,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["4406"],"URL":"https:\/\/doi.org\/10.1007\/s11192-022-04406-6","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"value":"0138-9130","type":"print"},{"value":"1588-2861","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,21]]},"assertion":[{"value":"4 February 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 May 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 May 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}