{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T00:04:46Z","timestamp":1776211486247,"version":"3.50.1"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2017,10,17]],"date-time":"2017-10-17T00:00:00Z","timestamp":1508198400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2017,10,17]],"date-time":"2017-10-17T00:00:00Z","timestamp":1508198400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"National Statistical Scientific Research Project","award":["2015LD03"],"award-info":[{"award-number":["2015LD03"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2015M571846"],"award-info":[{"award-number":["2015M571846"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]},{"name":"NFS of China Project","award":["61303133"],"award-info":[{"award-number":["61303133"]}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation","doi-asserted-by":"crossref","award":["LQ14F020007"],"award-info":[{"award-number":["LQ14F020007"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Vis"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s12650-017-0449-z","type":"journal-article","created":{"date-parts":[[2017,10,17]],"date-time":"2017-10-17T07:48:47Z","timestamp":1508226527000},"page":"337-350","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Visual analytics of economic features for multivariate spatio-temporal GDP data"],"prefix":"10.1007","volume":"21","author":[{"given":"Zhiguang","family":"Zhou","sequence":"first","affiliation":[]},{"given":"Huihui","family":"Li","sequence":"additional","affiliation":[]},{"given":"Fang","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Yanan","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Chaogeng","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Yubo","family":"Tao","sequence":"additional","affiliation":[]},{"given":"Hai","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Weihua","family":"Su","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,10,17]]},"reference":[{"issue":"3","key":"449_CR1","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1057\/IVS.2008.23","volume":"7","author":"G Andrienko","year":"2008","unstructured":"Andrienko G, Andrienko N, Dykes J, Fabrikant SI, Wachowicz M (2008) Geovisualization of dynamics, movement and change: key issues and developing approaches in visualization research. Inf Vis 7(3):173\u2013180","journal-title":"Inf Vis"},{"issue":"6","key":"449_CR2","doi-asserted-by":"publisher","first-page":"1245","DOI":"10.1109\/TVCG.2008.166","volume":"14","author":"L Byron","year":"2008","unstructured":"Byron L, Wattenberg M (2008) Stacked graphs-geometry aesthetics. IEEE Trans Vis Comput Gr 14(6):1245\u20131252","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"12","key":"449_CR3","doi-asserted-by":"publisher","first-page":"2412","DOI":"10.1109\/TVCG.2011.239","volume":"17","author":"W Cui","year":"2011","unstructured":"Cui W, Liu S, Tan L, Shi C, Song Y, Gao Z, Qu H, Tong X (2011) Textflow: towards better understanding of evolving topics in text. IEEE Trans Vis Comput Gr 17(12):2412\u20132421","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"12","key":"449_CR4","doi-asserted-by":"publisher","first-page":"2634","DOI":"10.1109\/TVCG.2014.2346449","volume":"20","author":"H Doraiswamy","year":"2014","unstructured":"Doraiswamy H, Ferreira N, Damoulas T, Freire J, Silva C (2014) Using topological analysis to support event-guided exploration in urban data. IEEE Trans Vis Comput Gr 20(12):2634\u20132643","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"12","key":"449_CR5","doi-asserted-by":"publisher","first-page":"2002","DOI":"10.1109\/TVCG.2013.162","volume":"19","author":"W Dou","year":"2013","unstructured":"Dou W, Yu L, Wang X, Ma Z, Ribarsky W (2013) Hierarchicaltopics: visually exploring large text collections using topic hierarchies. IEEE Trans Vis Comput Gr 19(12):2002\u20132011","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"4","key":"449_CR6","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1016\/S0167-9473(02)00294-3","volume":"43","author":"J Dykes","year":"2003","unstructured":"Dykes J, Mountain D (2003) Seeking structure in records of spatio-temporal behaviour: visualization issues, efforts and applications. Comput Stat Data Anal 43(4):581\u2013603 (data visualization)","journal-title":"Comput Stat Data Anal"},{"issue":"12","key":"449_CR7","doi-asserted-by":"publisher","first-page":"2149","DOI":"10.1109\/TVCG.2013.226","volume":"19","author":"N Ferreira","year":"2013","unstructured":"Ferreira N, Poco J, Vo H, Freire J, Silva C (2013) Visual exploration of big spatio-temporal urban data: a study of new york city taxi trips. IEEE Trans Vis Comput Gr 19(12):2149\u20132158","journal-title":"IEEE Trans Vis Comput Gr"},{"key":"449_CR8","doi-asserted-by":"crossref","unstructured":"Ge Y, Xiong H, Tuzhilin A, Xiao K, Gruteser M, Pazzani M (2010) An energy-efficient mobile recommender system. In: Proceedings of the 16th ACM SIGKDD international conference on knowledge discovery and data mining, KDD \u201910. ACM, New York, pp 899\u2013908","DOI":"10.1145\/1835804.1835918"},{"issue":"1","key":"449_CR9","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1109\/2945.981848","volume":"8","author":"S Havre","year":"2002","unstructured":"Havre S, Hetzler E, Whitney P, Nowell L (2002) Themeriver: visualizing thematic changes in large document collections. IEEE Trans Vis Comput Gr 8(1):9\u201320","journal-title":"IEEE Trans Vis Comput Gr"},{"key":"449_CR10","doi-asserted-by":"crossref","unstructured":"Huaxiong Z, Fang Y (2011) Research on regional economic and industrial structure based on dynamic shift-share analysis: an empirical analysis of six provinces in central china. In: 2011 international conference on business computing and global informatization (BCGIN), pp 62\u201366","DOI":"10.1109\/BCGIn.2011.24"},{"key":"449_CR11","doi-asserted-by":"crossref","unstructured":"Kulawiak M, Lubniewski Z, Bikonis K, Stepnowski A (2009) Geographical information system for analysis of critical infrastructures and their hazards due to terrorism, man-originated catastrophes and natural disasters for the city of gdansk. In: Information fusion and geographic, information systems, pp 251\u2013262","DOI":"10.1007\/978-3-642-00304-2_17"},{"key":"449_CR12","doi-asserted-by":"crossref","unstructured":"Liran X, Meiying J, Yunju N, Baoqiang L (2014) Study on industrial structure evolutionary of central yunnan economic zone in china - analysis based on industrial structure conversion coefficient and gis spacial analysis method. In: 2014 7th international conference on intelligent computation technology and automation (ICICTA), pp 701\u2013704","DOI":"10.1109\/ICICTA.2014.171"},{"key":"449_CR13","doi-asserted-by":"crossref","unstructured":"Liu H, Gao Y, Lu L, Liu S, Qu H, Ni L (2011) Visual analysis of route diversity. In: 2011 IEEE conference on visual analytics science and technology (VAST), pp 171\u2013180","DOI":"10.1109\/VAST.2011.6102455"},{"issue":"12","key":"449_CR14","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1007\/s00371-013-0892-3","volume":"30","author":"S Liu","year":"2014","unstructured":"Liu S, Cui W, Wu Y, Liu M (2014) A survey on information visualization: recent advances and challenges. Vis Comput 30(12):1373\u20131393","journal-title":"Vis Comput"},{"key":"449_CR15","doi-asserted-by":"crossref","unstructured":"Lu F, Cao Z (2008) Empirical analysis on the contribution of the industrial structure to China\u2019s economic growth. In: International symposium on intelligent information technology application workshops, 2008, IITAW \u201908, pp 886\u2013889","DOI":"10.1109\/IITA.Workshops.2008.172"},{"key":"449_CR16","unstructured":"Macqueen J (1967) Some methods for classification and analysis of multivariate observations. In: 5th Berkeley symposium on mathematical statistics and probability, pp 281\u2013297"},{"issue":"2","key":"449_CR17","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1179\/000870406X114658","volume":"43","author":"J Mennis","year":"2006","unstructured":"Mennis J (2006) Mapping the results of geographically weighted regression. Cartogr J 43(2):171\u2013179","journal-title":"Cartogr J"},{"issue":"12","key":"449_CR18","doi-asserted-by":"publisher","first-page":"2506","DOI":"10.1109\/TVCG.2012.207","volume":"18","author":"A Pilhofer","year":"2012","unstructured":"Pilhofer A, Gribov A, Unwin A (2012) Comparing clusterings using Bertin\u2019s idea. IEEE Trans Vis Comput Gr 18(12):2506\u20132515","journal-title":"IEEE Trans Vis Comput Gr"},{"key":"449_CR19","doi-asserted-by":"crossref","unstructured":"Reda K, Tantipathananandh C, Johnson A, Leigh J, Berger-Wolf T (2011) Visualizing the evolution of community structures in dynamic social networks. In: Proceedings of the 13th Eurographics\/IEEE\u2014VGTC conference on visualization, EuroVis\u201911, Chichester, UK, pp 1061\u20131070","DOI":"10.1111\/j.1467-8659.2011.01955.x"},{"key":"449_CR20","unstructured":"Sallaberry A, Pecheur N, Bringay S, Roche M, Teisseire M (2011) SequenceViewer: visualization of genes sequences. In: MedInfo\u20192010: international congress on medical informatics, poster"},{"issue":"5","key":"449_CR21","doi-asserted-by":"publisher","first-page":"946","DOI":"10.1080\/13658816.2013.869819","volume":"28","author":"RW Scholz","year":"2014","unstructured":"Scholz RW, Lu Y (2014) Detection of dynamic activity patterns at a collective level from large-volume trajectory data. Int J Geogr Inf Sci 28(5):946\u2013963","journal-title":"Int J Geogr Inf Sci"},{"issue":"12","key":"449_CR22","doi-asserted-by":"publisher","first-page":"2669","DOI":"10.1109\/TVCG.2012.253","volume":"18","author":"C Shi","year":"2012","unstructured":"Shi C, Cui W, Liu S, Xu P, Chen W, Qu H (2012) Rankexplorer: visualization of ranking changes in large time series data. IEEE Trans Vis Comput Gr 18(12):2669\u20132678","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"4","key":"449_CR23","doi-asserted-by":"publisher","first-page":"1350","DOI":"10.1109\/JSYST.2014.2358997","volume":"10","author":"R Shi","year":"2016","unstructured":"Shi R, Yang M, Zhao Y, Zhou F, Huang W, Zhang S (2016) A matrix-based visualization system for network traffic forensics. IEEE Syst J 10(4):1350\u20131360","journal-title":"IEEE Syst J"},{"issue":"12","key":"449_CR24","doi-asserted-by":"publisher","first-page":"1753","DOI":"10.1109\/TVCG.2014.2346919","volume":"20","author":"G Sun","year":"2014","unstructured":"Sun G, Wu Y, Liu S, Peng T-Q, Zhu J, Liang R (2014) Evoriver: visual analysis of topic coopetition on social media. IEEE Trans Vis Comput Gr 20(12):1753\u20131762","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"i11","key":"449_CR25","first-page":"1","volume":"07","author":"M Theus","year":"2002","unstructured":"Theus M (2002) Interactive data visualization using Mondrian. J Stat Softw 07(i11):1\u20139","journal-title":"J Stat Softw"},{"issue":"12","key":"449_CR26","doi-asserted-by":"publisher","first-page":"2033","DOI":"10.1109\/TVCG.2014.2346265","volume":"20","author":"C Turkay","year":"2014","unstructured":"Turkay C, Slingsby A, Hauser H, Wood J, Dykes J (2014) Attribute signatures: dynamic visual summaries for analyzing multivariate geographical data. IEEE Trans Vis Comput Gr 20(12):2033\u20132042","journal-title":"IEEE Trans Vis Comput Gr"},{"key":"449_CR27","unstructured":"Vanier DJ (2004) Geographic information systems (gis) as an integrated decision support tool for municipal infrastructure asset management. In: Proceedings of the CIB 2004 triennial congress, pp 2\u20139"},{"key":"449_CR28","doi-asserted-by":"crossref","unstructured":"Vehlow C, Beck F, Auw\u00e4rter P, Weiskopf D (2015) Visualizing the evolution of communities in dynamic graphs. In: Computer Graphics Forum","DOI":"10.1111\/cgf.12512"},{"issue":"12","key":"449_CR29","doi-asserted-by":"publisher","first-page":"2012","DOI":"10.1109\/TVCG.2013.221","volume":"19","author":"P Xu","year":"2013","unstructured":"Xu P, Wu Y, Wei E, Peng T-Q, Liu S, Zhu JJH, Qu H (2013) Visual analysis of topic competition on social media. IEEE Trans Vis Comput Gr 19(12):2012\u20132021","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"12","key":"449_CR30","doi-asserted-by":"publisher","first-page":"1843","DOI":"10.1109\/TVCG.2014.2346898","volume":"20","author":"J Zhang","year":"2014","unstructured":"Zhang J, Yanli E, Ma J, Zhao Y, Xu B, Sun L, Chen J, Yuan X (2014) Visual analysis of public utility service problems in a metropolis. IEEE Trans Vis Comput Gr 20(12):1843\u20131852","journal-title":"IEEE Trans Vis Comput Gr"},{"issue":"3","key":"449_CR31","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/s12650-014-0213-6","volume":"17","author":"Y Zhao","year":"2014","unstructured":"Zhao Y, Liang X, Fan X, Wang Y, Yang M, Zhou F (2014) Mvsec: multi-perspective and deductive visual analytics on heterogeneous network security data. J Vis 17(3):181\u2013196","journal-title":"J Vis"},{"issue":"6","key":"449_CR32","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1109\/MCG.2015.97","volume":"35","author":"F Zhou","year":"2015","unstructured":"Zhou F, Huang W, Zhao Y, Shi Y, Liang X, Fan X (2015) Entvis: a visual analytic tool for entropy-based network traffic anomaly detection. IEEE Comput Gr Appl 35(6):42\u201350","journal-title":"IEEE Comput Gr Appl"},{"key":"449_CR33","doi-asserted-by":"crossref","unstructured":"Zilong J (2014) Analysis of agglomeration and equilibrium characteristics of regional economic in china with spatial visualization in science computing technique. In: 2014 sixth international conference on measuring technology and mechatronics automation (ICMTMA), pp 91\u201394","DOI":"10.1109\/ICMTMA.2014.27"}],"updated-by":[{"DOI":"10.1007\/s12650-023-00938-y","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2023,7,27]],"date-time":"2023-07-27T00:00:00Z","timestamp":1690416000000}}],"container-title":["Journal of Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12650-017-0449-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-017-0449-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-017-0449-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,27]],"date-time":"2023-07-27T09:06:59Z","timestamp":1690448819000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12650-017-0449-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,17]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["449"],"URL":"https:\/\/doi.org\/10.1007\/s12650-017-0449-z","relation":{"correction":[{"id-type":"doi","id":"10.1007\/s12650-023-00938-y","asserted-by":"object"}]},"ISSN":["1343-8875","1875-8975"],"issn-type":[{"value":"1343-8875","type":"print"},{"value":"1875-8975","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10,17]]},"assertion":[{"value":"23 June 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 October 2016","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 August 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 October 2017","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 July 2023","order":5,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Correction","order":6,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"A Correction to this paper has been published:","order":7,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"https:\/\/doi.org\/10.1007\/s12650-023-00938-y","URL":"https:\/\/doi.org\/10.1007\/s12650-023-00938-y","order":8,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}}]}}