{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T13:17:54Z","timestamp":1772803074002,"version":"3.50.1"},"reference-count":52,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2014,6,22]],"date-time":"2014-06-22T00:00:00Z","timestamp":1403395200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2014,11]]},"DOI":"10.1007\/s11192-014-1347-y","type":"journal-article","created":{"date-parts":[[2014,6,21]],"date-time":"2014-06-21T13:05:14Z","timestamp":1403355914000},"page":"1253-1271","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":49,"title":["Analyzing evolution of research topics with NEViewer: a new method based on dynamic co-word networks"],"prefix":"10.1007","volume":"101","author":[{"given":"Xiaoguang","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qikai","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,22]]},"reference":[{"issue":"14","key":"1347_CR1","doi-asserted-by":"crossref","first-page":"1270","DOI":"10.1002\/asi.20082","volume":"55","author":"E Amitay","year":"2004","unstructured":"Amitay, E., Carmel, D., Herscovici, M., et al. (2004). Trend detection through temporal link analysis. Journal of the American Society for Information Science and Technology, 55(14), 1270\u20131281.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"3","key":"1347_CR2","doi-asserted-by":"crossref","first-page":"36103","DOI":"10.1103\/PhysRevE.84.036103","volume":"84","author":"B Ball","year":"2011","unstructured":"Ball, B., Karrer, B., & Newman, M. (2011). Efficient and principled method for detecting communities in networks. Physical Review E, 84(3), 36103.","journal-title":"Physical Review E"},{"key":"1347_CR3","doi-asserted-by":"crossref","unstructured":"Berger-Wolf, T. Y., & Saia, J. (2006). A framework for analysis of dynamic social networks. In Proceedings of the 12th ACM SIGKDD international conference on knowledge discovery and data mining, Philadelphia, PA, USA, pp. 523\u2013528.","DOI":"10.1145\/1150402.1150462"},{"issue":"10","key":"1347_CR4","doi-asserted-by":"crossref","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment, 2008(10), P10008.","journal-title":"Journal of Statistical Mechanics: Theory and Experiment"},{"issue":"1","key":"1347_CR5","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1002\/aris.1440370106","volume":"37","author":"K B\u00f6rner","year":"2003","unstructured":"B\u00f6rner, K., Chen, C., & Boyack, K. W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37(1), 179\u2013255.","journal-title":"Annual Review of Information Science and Technology"},{"issue":"3","key":"1347_CR6","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/s11192-005-0255-6","volume":"64","author":"KW Boyack","year":"2005","unstructured":"Boyack, K. W., Klavans, R., & B\u00f6rner, K. (2005). Mapping the backbone of science. Scientometrics, 64(3), 351\u2013374.","journal-title":"Scientometrics"},{"issue":"1","key":"1347_CR7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s13278-012-0058-8","volume":"3","author":"P Br\u00f3dka","year":"2013","unstructured":"Br\u00f3dka, P., Saganowski, S., & Kazienko, P. (2013). GED: The method for group evolution discovery in social networks. Social Network Analysis and Mining, 3(1), 1\u201314.","journal-title":"Social Network Analysis and Mining"},{"issue":"11","key":"1347_CR8","doi-asserted-by":"crossref","first-page":"1743","DOI":"10.1002\/asi.20883","volume":"59","author":"W Buente","year":"2008","unstructured":"Buente, W., & Robbin, A. (2008). Trends in Internet information behavior, 2000\u20132004. Journal of the American Society for Information Science and Technology, 59(11), 1743\u20131760.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"1347_CR9","doi-asserted-by":"crossref","first-page":"e54847","DOI":"10.1371\/journal.pone.0054847","volume":"8","author":"D Chavalarias","year":"2013","unstructured":"Chavalarias, D., & Cointet, J. P. (2013). Phylomemetic patterns in science evolution\u2014the rise and fall of scientific fields. PLoS ONE, 8(2), e54847.","journal-title":"PLoS ONE"},{"issue":"3","key":"1347_CR10","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1002\/asi.20317","volume":"57","author":"C Chen","year":"2005","unstructured":"Chen, C. (2005). 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":"3","key":"1347_CR11","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1016\/j.joi.2010.01.001","volume":"4","author":"P Chen","year":"2010","unstructured":"Chen, P., & Redner, S. (2010). Community structure of the physical review citation network. Journal of Informetrics, 4(3), 278\u2013290.","journal-title":"Journal of Informetrics"},{"issue":"7","key":"1347_CR12","doi-asserted-by":"crossref","first-page":"1382","DOI":"10.1002\/asi.21525","volume":"62","author":"MJ Cobo","year":"2011","unstructured":"Cobo, M. J., L\u00f3pez-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011a). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382\u20131402.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"1","key":"1347_CR13","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1016\/j.joi.2010.10.002","volume":"5","author":"MJ Cobo","year":"2011","unstructured":"Cobo, M. J., L\u00f3pez-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011b). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field. Journal of Informetrics, 5(1), 146\u2013166.","journal-title":"Journal of Informetrics"},{"issue":"8","key":"1347_CR14","doi-asserted-by":"crossref","first-page":"1609","DOI":"10.1002\/asi.22688","volume":"63","author":"MJ Cobo","year":"2012","unstructured":"Cobo, M. J., L\u00f3pez-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"},{"issue":"1","key":"1347_CR15","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1080\/00018730601170527","volume":"56","author":"LF Costa","year":"2007","unstructured":"Costa, L. F., Rodrigues, F. A., Travieso, G., et al. (2007). Characterization of complex networks: A survey of measurements. Advances in Physics, 56(1), 167\u2013242.","journal-title":"Advances in Physics"},{"issue":"4","key":"1347_CR16","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1016\/j.joi.2011.02.006","volume":"5","author":"Y Ding","year":"2011","unstructured":"Ding, Y. (2011). Community detection: Topological vs. topical. Journal of Informetrics, 5(4), 498\u2013514.","journal-title":"Journal of Informetrics"},{"key":"1347_CR17","first-page":"5","volume":"7","author":"E Garfield","year":"1994","unstructured":"Garfield, E. (1994). Scientography: Mapping the tracks of science. Current Contents: Social & Behavioural Sciences, 7, 5\u201310.","journal-title":"Current Contents: Social & Behavioural Sciences"},{"issue":"2","key":"1347_CR18","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1145\/2076450.2076455","volume":"55","author":"G Goth","year":"2012","unstructured":"Goth, G. (2012). The science of better science. Communication of ACM, 55(2), 13\u201315.","journal-title":"Communication of ACM"},{"issue":"1","key":"1347_CR19","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1038\/nphys489","volume":"3","author":"R Guimer\u00e0","year":"2006","unstructured":"Guimer\u00e0, R., Sales-Pardo, M., & Amaral, L. A. N. (2006). Classes of complex networks defined by role-to-role connectivity profiles. Nature Physics, 3(1), 63\u201369.","journal-title":"Nature Physics"},{"issue":"5","key":"1347_CR20","doi-asserted-by":"crossref","first-page":"e10355","DOI":"10.1371\/journal.pone.0010355","volume":"5","author":"M Herrera","year":"2010","unstructured":"Herrera, M., Roberts, D. C., & Gulbahce, N. (2010). Mapping the evolution of scientific fields. PLoS ONE, 5(5), e10355.","journal-title":"PLoS ONE"},{"key":"1347_CR21","unstructured":"Hofmann, T. (1999). Probabilistic latent semantic indexing. In Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (pp 50\u201357). New York: ACM."},{"issue":"2","key":"1347_CR22","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1002\/asi.20274","volume":"57","author":"R Klavans","year":"2006","unstructured":"Klavans, R., & Boyack, K. W. (2006). Identifying a better measure of relatedness for mapping science. Journal of the American Society for Information Science and Technology, 57(2), 251\u2013263.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"1347_CR23","unstructured":"Kontostathis, A., De, I., Holzman, L. E., & Pottenger, W. M. (2004). Use of term clusters for emerging trend detection. Technical Report. 2004, Available from webpages.ursinus.edu\/akontostathis\/kontostathisETD.ps."},{"key":"1347_CR24","first-page":"185","volume-title":"A comprehensive survey of text mining","author":"A Kontostathis","year":"2003","unstructured":"Kontostathis, A., Galitsky, L., Pottenger, W. M., Roy, S., & Phelps, D. J. (2003). A survey of emerging trend detection in textual data mining. In M. Berry (Ed.), A comprehensive survey of text mining (pp. 185\u2013224). Heidelberg: Springer."},{"issue":"3","key":"1347_CR25","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1016\/j.joi.2009.03.007","volume":"3","author":"R Lambiotte","year":"2009","unstructured":"Lambiotte, R., & Panzarasa, P. (2009). Communities, knowledge creation, and information diffusion. Journal of Informetrics, 3(3), 180\u2013190.","journal-title":"Journal of Informetrics"},{"issue":"5","key":"1347_CR26","doi-asserted-by":"crossref","first-page":"56117","DOI":"10.1103\/PhysRevE.80.056117","volume":"80","author":"A Lancichinetti","year":"2009","unstructured":"Lancichinetti, A., & Fortunato, S. (2009). Community detection algorithms: A comparative analysis. Physical Review E, 80(5), 56117.","journal-title":"Physical Review E"},{"issue":"2","key":"1347_CR27","first-page":"63","volume":"2","author":"MH Le","year":"2005","unstructured":"Le, M. H., Ho, T. B., & Nakamori, Y. (2005). Detecting emerging trends from scientific corpora. International Journal of Knowledge and Systems Sciences, 2(2), 53\u201359.","journal-title":"International Journal of Knowledge and Systems Sciences"},{"issue":"2","key":"1347_CR28","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1177\/0165551509353251","volume":"36","author":"JY Lee","year":"2010","unstructured":"Lee, J. Y., Kim, H., & Kim, P. J. (2010). Domain analysis with text mining: Analysis of digital library research trends using profiling methods. Journal of Information Science, 36(2), 144\u2013161.","journal-title":"Journal of Information Science"},{"issue":"2","key":"1347_CR29","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1002\/asi.20967","volume":"60","author":"L Leydesdorff","year":"2008","unstructured":"Leydesdorff, L., & Rafols, I. (2008). A global map of science based on the ISI subject categories. Journal of the American Society for Information Science and Technology, 60(2), 348\u2013362.","journal-title":"Journal of the American Society for Information Science and Technology"},{"key":"1347_CR30","doi-asserted-by":"crossref","unstructured":"Lin, Y. R., Chi, Y., Zhu, S., Sundaram, H., & Tseng, B. L. (2008). Facetnet: A framework for analyzing communities and their evolutions in dynamic networks. In Proceeding of the 17th international conference on World Wide Web, April 21\u201325, Beijing, China.","DOI":"10.1145\/1367497.1367590"},{"issue":"2","key":"1347_CR31","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1016\/j.joi.2013.01.003","volume":"7","author":"X Liu","year":"2013","unstructured":"Liu, X., Jiang, T. T., & Ma, F. C. (2013). Collective dynamics in knowledge networks: Emerging trends analysis. Journal of Informetrics, 7(2), 425\u2013438.","journal-title":"Journal of Informetrics"},{"key":"1347_CR32","doi-asserted-by":"crossref","first-page":"5287","DOI":"10.1073\/pnas.0307626100","volume":"101","author":"KK Mane","year":"2004","unstructured":"Mane, K. K., & B\u00f6rner, K. (2004). Mapping topics and topic bursts in PNAS. Proceedings of the National Academy of Sciences of the United States of America, 101, 5287\u20135290.","journal-title":"Proceedings of the National Academy of Sciences of the United States of America"},{"issue":"4","key":"1347_CR33","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1002\/asi.20705","volume":"59","author":"KW McCain","year":"2008","unstructured":"McCain, K. W. (2008). Assessing an author\u2019s influence using time series historiographic mapping: The oeuvre of Conrad Hal Waddington (1905\u20131975). Journal of the American Society for Information Science and Technology, 59(4), 510\u2013525.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"1347_CR34","doi-asserted-by":"crossref","first-page":"26113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2004","unstructured":"Newman, M. E. J., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical Review E, 69(2), 26113.","journal-title":"Physical Review E"},{"issue":"7136","key":"1347_CR35","doi-asserted-by":"crossref","first-page":"664","DOI":"10.1038\/nature05670","volume":"446","author":"G Palla","year":"2007","unstructured":"Palla, G., Barabasi, A. L., & Vicsek, T. (2007). Quantifying social group evolution. Nature, 446(7136), 664\u2013667.","journal-title":"Nature"},{"issue":"7043","key":"1347_CR36","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1038\/nature03607","volume":"435","author":"G Palla","year":"2005","unstructured":"Palla, G., Der\u00e9nyi, I., Farkas, I., et al. (2005). Uncovering the overlapping community structure of complex networks in nature and society. Nature, 435(7043), 814\u2013818.","journal-title":"Nature"},{"key":"1347_CR37","unstructured":"Pottenger, W. M., & Yang, T. H. (2001). Detecting emerging concepts in textual data mining. In Computational information retrieval. Philadelphia, PA: Society for Industrial and Applied Mathematics."},{"key":"1347_CR50","doi-asserted-by":"crossref","unstructured":"Price, D. J., & de Solla. (1963). Little science, big science. New York: Columbia University Press.","DOI":"10.7312\/pric91844"},{"key":"1347_CR53","doi-asserted-by":"crossref","unstructured":"Ronhovde, P., & Nussinov, Z. (2009). Multiresolution community detection for megascale networks by information-based replica correlations. Physical Review E, 80(1), 016109.","DOI":"10.1103\/PhysRevE.80.016109"},{"key":"1347_CR51","doi-asserted-by":"crossref","unstructured":"Rosvall, M., & Bergstrom, C. (2007). An information-theoretic framework for resolving community structure in complex networks. Proceeding of the National Academy of Sciences of the United States of America, 104(18), 7327\u20137331.","DOI":"10.1073\/pnas.0611034104"},{"key":"1347_CR52","doi-asserted-by":"crossref","unstructured":"Rosvall, M., & Bergstrom, C. (2008). Maps of random walks on complex networks reveal community structure. Proceeding of the National Academy of Sciences of the United States of America, 105(4), 1118\u20131123.","DOI":"10.1073\/pnas.0706851105"},{"issue":"1","key":"1347_CR38","doi-asserted-by":"crossref","first-page":"e8694","DOI":"10.1371\/journal.pone.0008694","volume":"5","author":"M Rosvall","year":"2010","unstructured":"Rosvall, M., & Bergstrom, C. T. (2010). Mapping change in large networks. PLoS ONE, 5(1), e8694.","journal-title":"PLoS ONE"},{"key":"1347_CR39","unstructured":"Roy, S., Gevry, D., & Pottenger, W. M. (2002). Methodologies for trend detection in textual data mining. Proceedings of the Textmine\u201902 Workshop at the 2nd SIAM Conference on Data Mining. From http:\/\/www.cse.lehigh.edu\/~billp\/pubs\/ETDMethodologies.pdf ."},{"issue":"3","key":"1347_CR40","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1007\/s11192-009-0137-4","volume":"83","author":"E Schiebel","year":"2010","unstructured":"Schiebel, E., H\u00f6rlesberger, M., Roche, I., et al. (2010). An advanced diffusion model to identify emergent research issues: The case of optoelectronic devices. Scientometrics, 83(3), 765\u2013781.","journal-title":"Scientometrics"},{"key":"1347_CR42","unstructured":"Sun, J., Faloutsos, C., Papadimitriou, S, et al. (2007). GraphScope: Parameter-free mining of large time-evolving graphs. In The Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 687\u2013696). New York: ACM."},{"issue":"2","key":"1347_CR43","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1016\/j.ipm.2011.07.006","volume":"48","author":"YN Tu","year":"2012","unstructured":"Tu, Y. N., & Seng, J. L. (2012). Indices of novelty for emerging topic detection. Information Processing and Management, 48(2), 303\u2013325.","journal-title":"Information Processing and Management"},{"issue":"8","key":"1347_CR44","doi-asserted-by":"crossref","first-page":"1635","DOI":"10.1002\/asi.21075","volume":"60","author":"NJ Eck van","year":"2009","unstructured":"van Eck, N. J., & Waltman, L. (2009). How to normalize cooccurrence data? An analysis of some well-known similarity measures. Journal of the American Society for Information Science and Technology, 60(8), 1635\u20131651.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"3","key":"1347_CR45","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1007\/s11192-010-0173-0","volume":"82","author":"NJ Eck van","year":"2010","unstructured":"van Eck, N. J., Waltman, L., Noyons, E. C. M., et al. (2010). Automatic term identification for bibliometric mapping. Scientometrics, 82(3), 581\u2013596.","journal-title":"Scientometrics"},{"issue":"2","key":"1347_CR46","doi-asserted-by":"crossref","first-page":"240","DOI":"10.1002\/asi.20987","volume":"60","author":"ML Wallace","year":"2009","unstructured":"Wallace, M. L., Gingras, Y., & Duhon, R. (2009). A new approach for detecting scientific specialties from raw cocitation networks. Journal of the American Society for Information Science and Technology, 60(2), 240\u2013246.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"1347_CR47","doi-asserted-by":"crossref","first-page":"278","DOI":"10.1108\/13673271311315213","volume":"17","author":"XG Wang","year":"2013","unstructured":"Wang, X. G. (2013). Forming mechanisms and structures of a knowledge transfer network: Theoretical and simulation research. Journal of Knowledge Management, 17(2), 278\u2013289.","journal-title":"Journal of Knowledge Management"},{"key":"1347_CR48","first-page":"19","volume":"3","author":"XG Wang","year":"2010","unstructured":"Wang, X. G., Jiang, T. T., & Li, X. Y. (2010). Structures and dynamics of scientific knowledge networks: An empirical analysis based on a co-word network. Chinese Journal of Library and Information Science, 3, 19\u201336.","journal-title":"Chinese Journal of Library and Information Science"},{"key":"1347_CR49","doi-asserted-by":"crossref","unstructured":"Wu, B., Wang, B., & Yang, S. Q. (2011). Framework for tracking the event-based evolution in social networks. Journal of Software, 22(7), 1488\u20131502.","DOI":"10.3724\/SP.J.1001.2011.03841"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-014-1347-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11192-014-1347-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-014-1347-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T20:12:51Z","timestamp":1565554371000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11192-014-1347-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,22]]},"references-count":52,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2014,11]]}},"alternative-id":["1347"],"URL":"https:\/\/doi.org\/10.1007\/s11192-014-1347-y","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"value":"0138-9130","type":"print"},{"value":"1588-2861","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,22]]}}}