{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T10:43:01Z","timestamp":1775817781261,"version":"3.50.1"},"reference-count":71,"publisher":"Springer Science and Business Media LLC","issue":"11","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"name":"the General Program of the National Natural Science Foundation of China","award":["72074020"],"award-info":[{"award-number":["72074020"]}]},{"name":"the General Program of the National Natural Science Foundation of China","award":["71774012"],"award-info":[{"award-number":["71774012"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2022,11]]},"DOI":"10.1007\/s11192-021-04190-9","type":"journal-article","created":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T15:02:49Z","timestamp":1638370969000},"page":"6509-6531","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["ITGInsight\u2013discovering and visualizing research fronts in the scientific literature"],"prefix":"10.1007","volume":"127","author":[{"given":"Xuefeng","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2779-849X","authenticated-orcid":false,"given":"Yuqin","family":"liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,12,1]]},"reference":[{"issue":"6096","key":"4190_CR1","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1038\/324446a0","volume":"324","author":"J Barnes","year":"1986","unstructured":"Barnes, J., & Hut, P. (1986). A hierarchical O(N log N) force-calculation algorithm. Nature, 324(6096), 446\u2013449.","journal-title":"Nature"},{"issue":"7753","key":"4190_CR2","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1038\/s41586-019-1103-9","volume":"568","author":"FM Behan","year":"2019","unstructured":"Behan, F. M., Iorio, F., Picco, G., Gon\u00e7alves, E., Beaver, C. M., Migliardi, G., Santos, R., Rao, Y., & Sassi, F. (2019). Prioritization of cancer therapeutic targets using CRISPR\u2013Cas9 screens. Nature, 568(7753), 511\u2013516.","journal-title":"Nature"},{"issue":"36","key":"4190_CR3","doi-asserted-by":"publisher","first-page":"11335","DOI":"10.1073\/pnas.1504955112","volume":"112","author":"A Bowen","year":"2015","unstructured":"Bowen, A., & Casadevall, A. (2015). Increasing disparities between resource inputs and outcomes, as measured by certain health deliverables, in biomedical research. Proceedings of the National Academy of Sciences, 112(36), 11335\u201311340.","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"12","key":"4190_CR4","doi-asserted-by":"publisher","first-page":"2389","DOI":"10.1002\/asi.21419","volume":"61","author":"KW Boyack","year":"2010","unstructured":"Boyack, K. W., & Klavans, R. (2010). Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? Journal of the American Society for Information Science and Technology, 61(12), 2389\u20132404.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"4190_CR5","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.copbio.2015.02.004","volume":"35C","author":"R Breitling","year":"2015","unstructured":"Breitling, R., & Takano, E. (2015). Synthetic biology advances for pharmaceutical production. Current Opinion in Biotechnology, 35C, 46\u201351.","journal-title":"Current Opinion in Biotechnology"},{"issue":"6218","key":"4190_CR6","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1126\/science.aaa5253","volume":"347","author":"R Breitling","year":"2015","unstructured":"Breitling, R., Takano, E., & Gardner, T. S. (2015). Judging synthetic biology risks. Science, 347(6218), 107.","journal-title":"Science"},{"issue":"3","key":"4190_CR7","doi-asserted-by":"publisher","first-page":"e00064","DOI":"10.1128\/mBio.01342-14","volume":"5","author":"A Casadevall","year":"2014","unstructured":"Casadevall, A., & Fang, F. C. (2014). Causes for the persistence of impact factor mania. Mbio, 5(3), e00064\u201314.","journal-title":"Mbio"},{"issue":"3","key":"4190_CR8","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1002\/asi.20317","volume":"57","author":"C Chen","year":"2006","unstructured":"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\u2013377.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"8","key":"4190_CR9","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1016\/j.tibtech.2017.12.007","volume":"36","author":"X Chen","year":"2018","unstructured":"Chen, X., & Liu, L. (2018). Gene Circuits for Dynamically Regulating Metabolism. Trends in Biotechnology, 36(8), 751\u2013754.","journal-title":"Trends in Biotechnology"},{"issue":"5","key":"4190_CR10","doi-asserted-by":"publisher","first-page":"1358","DOI":"10.1080\/1540496X.2019.1695119","volume":"57","author":"J Chen","year":"2021","unstructured":"Chen, J., & Yang, L. (2021). A Bibliometric Review of Volatility Spillovers in Financial Markets: Knowledge Bases and Research Fronts. Emerging Markets Finance and Trade, 57(5), 1358\u20131379.","journal-title":"Emerging Markets Finance and Trade"},{"issue":"8","key":"4190_CR11","doi-asserted-by":"publisher","first-page":"1609","DOI":"10.1002\/asi.22688","volume":"63","author":"MJ Cobo","year":"2012","unstructured":"Cobo, M. J., Lopez-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\u20131630.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"4190_CR12","doi-asserted-by":"crossref","unstructured":"Fang, Y. S., & Lee, L. S. (2021). Research front and evolution of technology education in Taiwan and abroad: Bibliometric co-citation analysis and maps. International Journal of Technology and Design Education,\u00a01\u201332.","DOI":"10.1007\/s10798-020-09649-z"},{"issue":"2","key":"4190_CR13","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/s007999900023","volume":"3","author":"K Frantzi","year":"2000","unstructured":"Frantzi, K., Ananiadou, S., & Mima, H. (2000). Automatic recognition of multi-word terms: The C-value\/NC-value method. International Journal on Digital Libraries, 3(2), 115\u2013130.","journal-title":"International Journal on Digital Libraries"},{"key":"4190_CR14","volume-title":"A Survey of Emerging Trend Detection in Textual Data Mining","author":"LM Galitsky","year":"2004","unstructured":"Galitsky, L. M., Pottenger, W. M., Roy, S., & Phelps, D. J. (2004). A Survey of Emerging Trend Detection in Textual Data Mining. Springer."},{"key":"4190_CR15","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1186\/1471-2180-12-287","volume":"12","author":"C Garc\u00eda-Aljaro","year":"2012","unstructured":"Garc\u00eda-Aljaro, C., Melado-Rovira, S., Milton, D. L., & Blanch, A. R. (2012). Quorum-sensing regulates biofilm formation in Vibrio scophthalmi. BMC Microbiology, 12, 287.","journal-title":"BMC Microbiology"},{"issue":"2","key":"4190_CR16","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1007\/s10482-013-0082-3","volume":"105","author":"N Garg","year":"2014","unstructured":"Garg, N., Da Manchan, G., & Kumar, A. (2014). Bacterial quorum sensing: Circuits and applications. Antonie Van Leeuwenhoek, 105(2), 289\u2013305.","journal-title":"Antonie Van Leeuwenhoek"},{"issue":"12","key":"4190_CR17","first-page":"1280","volume":"30","author":"HQ Han","year":"2011","unstructured":"Han, H. Q., Zhu, D. H., & Wang, X. F. (2011). Technical term extraction method for patent document. Journal of the China Society for Scientific and Technical Information, 30(12), 1280\u20131285 (in Chinese).","journal-title":"Journal of the China Society for Scientific and Technical Information"},{"issue":"9","key":"4190_CR18","doi-asserted-by":"publisher","first-page":"2094","DOI":"10.1021\/acssynbio.8b00070","volume":"7","author":"BB He","year":"2018","unstructured":"He, B. B., Bu, X. L., Zhou, T., Li, S. M., Xu, M. J., & Xu, J. (2018). Combinatory Biosynthesis of Prenylated 4-Hydroxybenzoate Derivatives by Overexpression of the Substrate-Promiscuous Prenyltransferase XimB in Engineered E coli. ACS Synthetic Biology, 7(9), 2094\u20132104.","journal-title":"ACS Synthetic Biology"},{"issue":"3","key":"4190_CR19","doi-asserted-by":"publisher","first-page":"1721","DOI":"10.1007\/s11192-013-1126-1","volume":"98","author":"MH Huang","year":"2014","unstructured":"Huang, M. H., & Chang, C. P. (2014). Detecting research fronts in OLED field using bibliographic coupling with sliding window. Scientometrics, 98(3), 1721\u20131744.","journal-title":"Scientometrics"},{"key":"4190_CR20","doi-asserted-by":"crossref","unstructured":"Huang, Y., Zhang, Y., Ma, J., Porter, A. L., Wang, X. F., & Guo, Y. (2016). Generating Competitive Technical Intelligence Using Topical Analysis, Patent Citation Analysis, and Term Clumping Analysis. In Anticipating Future Innovation Pathways Through Large Data Analysis, 153\u2013172. Cham: Springer International.","DOI":"10.1007\/978-3-319-39056-7_9"},{"issue":"8","key":"4190_CR21","doi-asserted-by":"publisher","first-page":"eabe9375","DOI":"10.1126\/sciadv.abe9375","volume":"7","author":"JM Joseph","year":"2021","unstructured":"Joseph, J. M., Viswajit, K., Mihe, H., Patrick, S. D., et al. (2021). Model-guided design of mammalian genetic programs. Science Advances, 7(8), eabe9375.","journal-title":"Science Advances"},{"issue":"2","key":"4190_CR22","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1109\/TCBB.2011.104","volume":"9","author":"IG Karafyllidis","year":"2012","unstructured":"Karafyllidis, I. G. (2012). Quantum Gate Circuit Model of Signal Integration in Bacterial Quorum Sensing. Transactions on Computational Biology & Bioinformatics IEEE\/ACM, 9(2), 571\u2013579.","journal-title":"Transactions on Computational Biology & Bioinformatics IEEE\/ACM"},{"issue":"3","key":"4190_CR23","doi-asserted-by":"publisher","first-page":"351","DOI":"10.1007\/s11192-005-0027-3","volume":"62","author":"J Keiser","year":"2005","unstructured":"Keiser, J., & Utzinger, J. (2005). Trends in the core literature on tropical medicine: A bibliometric analysis from 1952\u20132002. Scientometrics, 62(3), 351\u2013365.","journal-title":"Scientometrics"},{"issue":"1","key":"4190_CR24","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/s11192-013-1216-0","volume":"100","author":"Y Lee","year":"2014","unstructured":"Lee, Y., Kim, S. Y., Song, I., Park, Y., & Shin, J. (2014). Technology opportunity identification customized to the technological capability of SMEs through two-stage patent analysis. Scientometrics, 100(1), 227\u2013244.","journal-title":"Scientometrics"},{"key":"4190_CR25","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.techfore.2017.03.011","volume":"119","author":"J Lee","year":"2017","unstructured":"Lee, J., Kim, C., & Shin, J. (2017). Technology opportunity discovery to R&D planning: Key technological performance analysis. Technological Forecasting and Social Change, 119, 53\u201363.","journal-title":"Technological Forecasting and Social Change"},{"issue":"6","key":"4190_CR26","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1177\/0165551516661914","volume":"43","author":"M Li","year":"2016","unstructured":"Li, M., & Chu, Y. (2016). Explore the research front of a specific research theme based on a novel technique of enhanced co-word analysis. Journal of Information Science, 43(6), 725\u2013741.","journal-title":"Journal of Information Science"},{"issue":"5","key":"4190_CR27","first-page":"42","volume":"1","author":"X Li","year":"2020","unstructured":"Li, X., Jiang, W., Liang, Q., & Qi, Q. (2020). Application of bacterial quorum sensing system in intercellular communication and its progress in synthetic biology. Synthetic Biology Journa, 1(5), 42\u201357.","journal-title":"Synthetic Biology Journa"},{"issue":"3","key":"4190_CR28","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/S0265-9646(03)00020-1","volume":"19","author":"SH Liao","year":"2003","unstructured":"Liao, S. H., Sun, B. L., & Wang, R. Y. (2003). A knowledge-based architecture for planning military intelligence, surveillance, and reconnaissance. Space Policy, 19(3), 191\u2013202.","journal-title":"Space Policy"},{"key":"4190_CR29","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.omega.2015.04.004","volume":"58","author":"JS Liu","year":"2015","unstructured":"Liu, J. S., Lu, L., & Lu, W. M. (2015a). Research Fronts in data envelopment analysis. Omega, 58, 33\u201345.","journal-title":"Omega"},{"key":"4190_CR30","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/s11192-014-1517-y","volume":"103","author":"Z Liu","year":"2015","unstructured":"Liu, Z., Yin, Y., Liu, W., & Dunford, M. (2015b). Visualizing the intellectual structure and evolution of innovation systems research: A bibliometric analysis. Scientometrics, 103, 135\u2013158.","journal-title":"Scientometrics"},{"issue":"13","key":"4190_CR31","first-page":"125","volume":"61","author":"YQ Liu","year":"2017","unstructured":"Liu, Y. Q., Pang, J. H., Cui, Z. C., Wang, X. F., & Gui, J. (2017). An economic method of drawing a technology theme map. Library and Information Service, 61(13), 125\u2013132\u00a0(in Chinese).","journal-title":"Library and Information Service"},{"key":"4190_CR32","first-page":"36","volume":"20","author":"L Lucentini","year":"2006","unstructured":"Lucentini, L. (2006). Just what is synthetic biology. Scientist, 20, 36.","journal-title":"Scientist"},{"issue":"1","key":"4190_CR33","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/s11192-016-2035-x","volume":"109","author":"VC Ma","year":"2016","unstructured":"Ma, V. C., & Liu, J. S. (2016). Exploring the research fronts and main paths of literature: A case study of shareholder activism research. Scientometrics, 109(1), 33\u201352.","journal-title":"Scientometrics"},{"issue":"1","key":"4190_CR34","doi-asserted-by":"publisher","first-page":"5287","DOI":"10.1073\/pnas.0307626100","volume":"101","author":"KK Mane","year":"2004","unstructured":"Mane, K. K., & Borner, K. (2004). Mapping topics and topic bursts in PNAS. Proceedings of the National Academy of Sciences of the United States of America, 101(1), 5287\u20135290.","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"4190_CR35","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1146\/annurev.micro.55.1.165","volume":"55","author":"M Miller","year":"2001","unstructured":"Miller, M. B., & Bassler, B. L. (2001). Quorum sensing in bacteria. Annual Review of Microbiology, 55, 165\u2013199.","journal-title":"Annual Review of Microbiology"},{"issue":"5","key":"4190_CR36","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1002\/asi.10227","volume":"54","author":"SA Morris","year":"2003","unstructured":"Morris, S. A., Yen, G., Wu, Z., & Asnake, B. (2003). Time line visualization of research fronts. Journal of the American Society for Information Science and Technology, 54(5), 413\u2013422.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"5","key":"4190_CR37","first-page":"413","volume":"54","author":"SA Morris","year":"2014","unstructured":"Morris, S. A., Yen, G., Zheng, W., & Asnake, B. (2014). Time line visualization of research fronts. Journal of the Association for Information Science and Technology, 54(5), 413\u2013422.","journal-title":"Journal of the Association for Information Science and Technology"},{"issue":"5","key":"4190_CR38","doi-asserted-by":"publisher","first-page":"1138","DOI":"10.1016\/j.cell.2017.09.049","volume":"171","author":"L Nissim","year":"2017","unstructured":"Nissim, L., Wu, M. R., Pery, E., Binder-Nissim, A., Suzuki, H. I., Stupp, D., Wehrspaun, C., Tabach, Y., Sharp, P. A., & Lu, T. K. (2017). Synthetic RNA-Based Immunomodulatory Gene Circuits for Cancer Immunotherapy. Cell, 171(5), 1138-1150.e15.","journal-title":"Cell"},{"key":"4190_CR39","doi-asserted-by":"crossref","unstructured":"Noack, A. (2004). An Energy Model for Visual Graph Clustering. Proceedings of the 11th International symposium on Graph Drawing, 29 (12), 425\u2013436.","DOI":"10.1007\/978-3-540-24595-7_40"},{"issue":"1","key":"4190_CR40","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1002\/(SICI)1097-4571(199401)45:1<31::AID-ASI4>3.0.CO;2-G","volume":"45","author":"Persson, & Olle.","year":"1994","unstructured":"Persson, & Olle. (1994). The Intellectual Base and Research Fronts of JASIS 1986\u20131990. Journal of the American Society for Information Science, 45(1), 31\u201338.","journal-title":"Journal of the American Society for Information Science"},{"key":"4190_CR41","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1016\/j.jbusres.2019.11.045","volume":"115","author":"J Pieiro-Chousa","year":"2019","unstructured":"Pieiro-Chousa, J., L\u00f3pez-Cabarcos, M., Romero-Castro, N. M., & P\u00e9rez-Pico, A. (2019). Innovation, entrepreneurship and knowledge in the business scientific field: Mapping the research front. Journal of Business Research, 115, 475\u2013485.","journal-title":"Journal of Business Research"},{"issue":"1","key":"4190_CR42","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1007\/s11192-015-1689-0","volume":"105","author":"X Ping","year":"2015","unstructured":"Ping, X. (2015). Study of international anticancer research trends via co-word and document co-citation visualization analysis. Scientometrics, 105(1), 611\u2013622.","journal-title":"Scientometrics"},{"issue":"5","key":"4190_CR43","doi-asserted-by":"publisher","first-page":"1305","DOI":"10.1016\/j.ipm.2005.01.005","volume":"41","author":"AL Porter","year":"2005","unstructured":"Porter, A. L., & Cunningham, S. W. (2005). Tech mining\u202f: Exploiting new technologies for competitive advantage. Hoboken, New Jersey: Wiley-Interscience.","journal-title":"Information Processing &amp; Management"},{"issue":"3683","key":"4190_CR44","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1126\/science.149.3683.510","volume":"149","author":"D Price","year":"1965","unstructured":"Price, D. (1965). Networks Of Scientific Papers. Science, 149(3683), 510\u2013515.","journal-title":"Science"},{"issue":"2","key":"4190_CR45","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1016\/j.cell.2016.09.011","volume":"167","author":"K Roybal","year":"2016","unstructured":"Roybal, K., Williams, J., Morsut, L., Rupp, L., & Lim, W. (2016). Engineering T Cells with Customized Therapeutic Response Programs Using Synthetic Notch Receptors. Cell, 167(2), 419-432.e416.","journal-title":"Cell"},{"issue":"11","key":"4190_CR46","doi-asserted-by":"publisher","first-page":"758","DOI":"10.1016\/j.technovation.2008.03.009","volume":"28","author":"N Shibata","year":"2008","unstructured":"Shibata, N., Kajikawa, Y., Takeda, Y., & Matsushima, K. (2008). Detecting emerging research fronts based on topological measures in citation networks of scientific publications. Technovation, 28(11), 758\u2013775.","journal-title":"Technovation"},{"issue":"3","key":"4190_CR47","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1002\/asi.20994","volume":"60","author":"N Shibata","year":"2009","unstructured":"Shibata, N., Kajikawa, Y., Takeda, Y., & Matsushima, K. (2009). Comparative study on methods of detecting research fronts using different types of citation. Journal of the American Society for Information Science and Technology, 60(3), 571\u2013580.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"3","key":"4190_CR48","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1007\/s11192-006-0132-y","volume":"68","author":"H Small","year":"2006","unstructured":"Small, H. (2006). Tracking and predicting growth areas in science. Scientometrics, 68(3), 595\u2013610.","journal-title":"Scientometrics"},{"key":"4190_CR49","first-page":"17","volume":"4","author":"H Small","year":"1974","unstructured":"Small, H., & Griffith, B. C. (1974). The Structure of Scientific Literatures I: Identifying and Graphing Specialties. Social Studies of Science, 4, 17\u201340.","journal-title":"Social Studies of Science"},{"issue":"5","key":"4190_CR50","first-page":"995","volume":"65","author":"A Strotmann","year":"2014","unstructured":"Strotmann, A., & Zhao, D. (2014). The Knowledge Base and Research Front of Information Science 2006\u20132010: An Author Cocitation and Bibliographic Coupling Analysis. Journal of the American Society for Information Science and Technology, 65(5), 995\u20131006.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"11","key":"4190_CR51","doi-asserted-by":"publisher","first-page":"3457","DOI":"10.1073\/pnas.1414558112","volume":"112","author":"CA Swofford","year":"2015","unstructured":"Swofford, C. A., De Ssel, N. V., & Forbes, N. S. (2015). Quorum-sensing Salmonella selectively trigger protein expression within tumors. Proceedings of the National Academy of Sciences of the United States of America, 112(11), 3457\u20133462.","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"key":"4190_CR52","doi-asserted-by":"crossref","unstructured":"Tian, Z., Wang, Z., Liu, Z., Xiang, H., Liu, J., & Zheng, Q. (2012). Learning to identify core term of knowledge unit from short text. International Conference on Fuzzy Systems & Knowledge Discovery, 1303\u20131308.","DOI":"10.1109\/FSKD.2012.6233797"},{"issue":"4","key":"4190_CR53","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1016\/S0048-7333(01)00124-X","volume":"31","author":"R Tijssen","year":"2002","unstructured":"Tijssen, R. (2002). Science dependence of technologies: Evidence from inventions and their inventors. Research Policy, 31(4), 509\u2013526.","journal-title":"Research Policy"},{"issue":"1","key":"4190_CR54","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1007\/s11192-009-0051-9","volume":"83","author":"SP Upham","year":"2010","unstructured":"Upham, S. P., & Small, H. (2010). Emerging research fronts in science and technology: Patterns of new knowledge development. Scientometrics, 83(1), 15\u201338.","journal-title":"Scientometrics"},{"key":"4190_CR55","doi-asserted-by":"publisher","first-page":"100941","DOI":"10.1016\/j.aei.2019.100941","volume":"42","author":"J Wang","year":"2019","unstructured":"Wang, J., & Chen, Y. J. (2019). A novelty detection patent mining approach for analyzing technological opportunities. Advanced Engineering Informatics, 42, 100941.","journal-title":"Advanced Engineering Informatics"},{"issue":"2","key":"4190_CR56","doi-asserted-by":"publisher","first-page":"717","DOI":"10.1007\/s11192-012-0884-5","volume":"95","author":"XW Wang","year":"2013","unstructured":"Wang, X. W., Wang, Z., & Xu, S. M. (2013). Tracing scientist\u2019s research trends realtimely. Scientometrics, 95(2), 717\u2013729.","journal-title":"Scientometrics"},{"issue":"3","key":"4190_CR57","doi-asserted-by":"publisher","first-page":"1745","DOI":"10.1007\/s11192-013-1180-8","volume":"98","author":"XF Wang","year":"2014","unstructured":"Wang, X. F., Li, R. R., Ren, S. M., Zhu, D. H., Huang, M., & Qiu, P. J. (2014). Collaboration network and pattern analysis: Case study of dye-sensitized solar cells. Scientometrics, 98(3), 1745\u20131762.","journal-title":"Scientometrics"},{"key":"4190_CR58","unstructured":"Wang, X. F., Zhang, S., & Liu, Y. Q. (2021a). ITGInsight - Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence. Proceedings of the 1st Workshop on AI + Informetrics (AII2021) co-located with the iConference 2021, 202\u2013219."},{"issue":"43","key":"4190_CR59","doi-asserted-by":"publisher","first-page":"120698","DOI":"10.1016\/j.techfore.2021.120698","volume":"167","author":"XF Wang","year":"2021","unstructured":"Wang, X. F., Zhang, S., Liu, Y. Q., Du, J., & Huang, H. (2021). How pharmaceutical innovation evolves: The path from science to technological development to marketable drugs. Technological Forecasting and Social Change, 167(43), 120698.","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"4190_CR60","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1007\/s11192-007-1928-0","volume":"77","author":"S Xie","year":"2008","unstructured":"Xie, S., Zhang, J., & Ho, Y. S. (2008). Assessment of world aerosol research trends by bibliometric analysis. Scientometrics, 77(1), 113\u2013130.","journal-title":"Scientometrics"},{"issue":"2","key":"4190_CR61","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1007\/s11192-015-1740-1","volume":"105","author":"B Yan","year":"2015","unstructured":"Yan, B., Lee, T., & Lee, T. (2015). Mapping the intellectual structure of the Internet of Things (IoT) field (2000\u20132014): A co-word analysis. Scientometrics, 105(2), 1285\u20131300.","journal-title":"Scientometrics"},{"issue":"6","key":"4190_CR62","doi-asserted-by":"publisher","first-page":"e99537","DOI":"10.1371\/journal.pone.0099537","volume":"9","author":"Y Yang","year":"2014","unstructured":"Yang, Y., Fu, L., Zhang, J., Hu, L., Xu, M., & Xu, J. (2014). Characterization of the Xiamenmycin Biosynthesis Gene Cluster in Streptomyces xiamenensis 318. Plos One, 9(6), e99537.","journal-title":"Plos One"},{"issue":"12","key":"4190_CR63","first-page":"1245","volume":"31","author":"Y Ye","year":"2012","unstructured":"Ye, Y., Zhang, L., Zhao, X., & Ronald, R. (2012). An Experimental Study on Revealing Dom ain Knowledge Structure by Co-keyword Networks. Journal of the China Society for Scientific and Technical Information, 31(12), 1245\u20131251.","journal-title":"Journal of the China Society for Scientific and Technical Information"},{"issue":"3","key":"4190_CR64","doi-asserted-by":"publisher","first-page":"57","DOI":"10.4236\/jss.2016.43010","volume":"04","author":"W Yi","year":"2016","unstructured":"Yi, W., & Di, M. (2016). The research fronts and hotspots on nanotechnology based on journal of vacuum science & technology. Open Journal of Social Sciences, 4(3), 57\u201365.","journal-title":"Open Journal of Social Sciences"},{"key":"4190_CR65","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/j.techfore.2013.10.013","volume":"86","author":"B Yoon","year":"2014","unstructured":"Yoon, B., Park, I., & Coh, B.-Y. (2014). Exploring technological opportunities by linking technology and products: Application of morphology analysis and text mining. Technological Forecasting & Social Change, 86, 287\u2013303.","journal-title":"Technological Forecasting & Social Change"},{"key":"4190_CR66","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1016\/j.techfore.2015.04.012","volume":"100","author":"J Yoon","year":"2015","unstructured":"Yoon, J., Park, H., Seo, W., Lee, J., Coh, B.-Y., & Kim, J. (2015). Technology opportunity discovery (TOD) from existing technologies and products: A function-based TOD framework. Technological Forecasting and Social Change, 100, 153\u2013167.","journal-title":"Technological Forecasting and Social Change"},{"issue":"5","key":"4190_CR67","first-page":"1564","volume":"37","author":"Y Yu","year":"2021","unstructured":"Yu, Y., Zhu, X. N., Bi, C. H., & Zhang, X. L. (2021). Construction of Escherichia coli cell factories. Chinese Journal of Biotechnology, 37(5), 1564\u20131577 (in Chinese).","journal-title":"Chinese Journal of Biotechnology"},{"issue":"6","key":"4190_CR68","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1080\/09537325.2013.803064","volume":"25","author":"Y Zhang","year":"2013","unstructured":"Zhang, Y., Guo, Y., Wang, X. F., Zhu, D. H., & Porter, A. L. (2013). A hybrid visualisation model for technology roadmapping: Bibliometrics, qualitative methodology and empirical study. Technology Analysis & Strategic Management, 25(6), 707\u2013724.","journal-title":"Technology Analysis & Strategic Management"},{"key":"4190_CR69","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.techfore.2015.11.029","volume":"110","author":"Y Zhang","year":"2016","unstructured":"Zhang, Y., Robinson, D., Porter, A. L., Zhu, D. H., Zhang, G. Q., & Lu, J. (2016). Technology roadmapping for competitive technical intelligence. Technological Forecasting and Social Change, 110, 175\u2013186.","journal-title":"Technological Forecasting and Social Change"},{"key":"4190_CR70","doi-asserted-by":"publisher","first-page":"643472","DOI":"10.3389\/fmicb.2021.643472","volume":"12","author":"MY Zhou","year":"2021","unstructured":"Zhou, M. Y., Bi, Y. H., Ding, M. Z., & Yuan, Y. J. (2021). One-Step Biosynthesis of Vitamin C in Saccharomyces cerevisiae. Frontiers in Microbiology, 12, 643472.","journal-title":"Frontiers in Microbiology"},{"issue":"5","key":"4190_CR71","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1016\/S0040-1625(01)00157-3","volume":"69","author":"DH Zhu","year":"2002","unstructured":"Zhu, D. H., & Porter, A. L. (2002). Automated extraction and visualization of information for technological intelligence. Technological Forecasting and Social Change, 69(5), 495\u2013506.","journal-title":"Technological Forecasting and Social Change"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-021-04190-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11192-021-04190-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-021-04190-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,30]],"date-time":"2022-10-30T16:06:56Z","timestamp":1667146016000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11192-021-04190-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,1]]},"references-count":71,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2022,11]]}},"alternative-id":["4190"],"URL":"https:\/\/doi.org\/10.1007\/s11192-021-04190-9","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"value":"0138-9130","type":"print"},{"value":"1588-2861","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12,1]]},"assertion":[{"value":"3 April 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 October 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 December 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}