{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:43:23Z","timestamp":1740141803023,"version":"3.37.3"},"reference-count":44,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T00:00:00Z","timestamp":1725321600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T00:00:00Z","timestamp":1725321600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62162051"],"award-info":[{"award-number":["62162051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005089","name":"Beijing Municipal Natural Science Foundation","doi-asserted-by":"publisher","award":["Z200002"],"award-info":[{"award-number":["Z200002"]}],"id":[{"id":"10.13039\/501100005089","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002888","name":"Beijing Municipal Commission of Education","doi-asserted-by":"publisher","award":["KM202110005025"],"award-info":[{"award-number":["KM202110005025"]}],"id":[{"id":"10.13039\/501100002888","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Softw Syst Model"],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1007\/s10270-024-01204-x","type":"journal-article","created":{"date-parts":[[2024,9,3]],"date-time":"2024-09-03T13:02:34Z","timestamp":1725368554000},"page":"1123-1155","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["MUREQ: a multilayer framework for analyzing and operationalizing visualization requirements"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8881-0037","authenticated-orcid":false,"given":"Tong","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiting","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiang","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xueying","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,9,3]]},"reference":[{"key":"1204_CR1","first-page":"1","volume-title":"Big Data: The Next Frontier for Innovation, Competition, and Productivity","author":"B Brown","year":"2011","unstructured":"Brown, B., Bughin, J., Byers, A.H., Chui, M., Dobbs, R., Manyika, J., Roxburgh, C.: Big Data: The Next Frontier for Innovation, Competition, and Productivity, pp. 1\u2013156. McKinsey Global Institute, Chicago (2011)"},{"key":"1204_CR2","unstructured":"Eisenberg, H.: Thermopylae Sciences + Technology. https:\/\/www.t-sciences.com\/news\/humans-process-visual-data-better"},{"key":"1204_CR3","doi-asserted-by":"publisher","unstructured":"Ou, X., Zhu, Z., Chen, J., Xiao, W.: A study of data visualization of the neo-coronary pneumonia epidemic. In: 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), pp. 315\u2013317 (2020). https:\/\/doi.org\/10.1109\/ECICE50847.2020.9301964","DOI":"10.1109\/ECICE50847.2020.9301964"},{"key":"1204_CR4","doi-asserted-by":"crossref","unstructured":"Bikakis, N.: Big data visualization tools. arXiv preprint arXiv:1801.08336 (2018)","DOI":"10.1007\/978-3-319-63962-8_109-1"},{"issue":"1","key":"1204_CR5","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1080\/10618600.1996.10474696","volume":"5","author":"A Buja","year":"1996","unstructured":"Buja, A., Cook, D., Swayne, D.F.: Interactive high-dimensional data visualization. J. Comput. Graph. Stat. 5(1), 78\u201399 (1996)","journal-title":"J. Comput. Graph. Stat."},{"issue":"12","key":"1204_CR6","doi-asserted-by":"publisher","first-page":"5049","DOI":"10.1109\/TVCG.2021.3099002","volume":"28","author":"A Wu","year":"2022","unstructured":"Wu, A., Wang, Y., Shu, X., Moritz, D., Cui, W., Zhang, H., Zhang, D., Qu, H.: Ai4vis: survey on artificial intelligence approaches for data visualization. IEEE Trans. Visual Comput. Graph. 28(12), 5049\u20135070 (2022). https:\/\/doi.org\/10.1109\/TVCG.2021.3099002","journal-title":"IEEE Trans. Visual Comput. Graph."},{"key":"1204_CR7","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s12650-020-00687-2","volume":"24","author":"M Du","year":"2021","unstructured":"Du, M., Yuan, X.: A survey of competitive sports data visualization and visual analysis. J. Visual. 24, 47\u201367 (2021)","journal-title":"J. Visual."},{"issue":"3","key":"1204_CR8","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1108\/PROG-12-2015-0079","volume":"50","author":"O Pe\u00f1a","year":"2016","unstructured":"Pe\u00f1a, O., Aguilera, U., L\u00f3pez-de-Ipi\u00f1a, D.: Exploring LOD through metadata extraction and data-driven visualizations. Program 50(3), 270\u2013287 (2016)","journal-title":"Program"},{"key":"1204_CR9","doi-asserted-by":"crossref","unstructured":"Lavalle, A., Mat\u00e9, A., Trujillo, J., Rizzi, S.: Visualization requirements for business intelligence analytics: a goal-based, iterative framework. In: 2019 IEEE 27th International Requirements Engineering Conference (RE), pp 109\u2013119. IEEE (2019)","DOI":"10.1109\/RE.2019.00022"},{"issue":"3","key":"1204_CR10","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1515\/nanoph-2017-0097","volume":"7","author":"F Sima","year":"2018","unstructured":"Sima, F., Sugioka, K., V\u00e1zquez, R.M., Osellame, R., Kelemen, L., Ormos, P.: Three-dimensional femtosecond laser processing for lab-on-a-chip applications. Nanophotonics 7(3), 613\u2013634 (2018)","journal-title":"Nanophotonics"},{"key":"1204_CR11","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/978-3-031-34241-7_21","volume-title":"Enterprise, Business-Process and Information Systems Modeling","author":"T Li","year":"2023","unstructured":"Li, T., Wei, X., Wang, Y.: A requirements-driven framework for automatic data visualization. In: Aa, H., Bork, D., Proper, H.A., Schmidt, R. (eds.) Enterprise, Business-Process and Information Systems Modeling, pp. 297\u2013311. Springer, Cham (2023)"},{"key":"1204_CR12","doi-asserted-by":"publisher","first-page":"617","DOI":"10.1007\/s10877-020-00522-x","volume":"35","author":"G Laurent","year":"2021","unstructured":"Laurent, G., Moussa, M.D., Cirenei, C., Tavernier, B., Marcilly, R., Lamer, A.: Development, implementation and preliminary evaluation of clinical dashboards in a department of anesthesia. J. Clin. Monit. Comput. 35, 617\u2013626 (2021)","journal-title":"J. Clin. Monit. Comput."},{"issue":"5","key":"1204_CR13","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1109\/MCG.2003.1231171","volume":"23","author":"CR Johnson","year":"2003","unstructured":"Johnson, C.R., Sanderson, A.R.: A next step: visualizing errors and uncertainty. IEEE Comput. Graph. Appl. 23(5), 6\u201310 (2003). https:\/\/doi.org\/10.1109\/MCG.2003.1231171","journal-title":"IEEE Comput. Graph. Appl."},{"issue":"1","key":"1204_CR14","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1109\/TVCG.2021.3114804","volume":"28","author":"Q Chen","year":"2022","unstructured":"Chen, Q., Sun, F., Xu, X., Chen, Z., Wang, J., Cao, N.: Vizlinter: a linter and fixer framework for data visualization. IEEE Trans. Visual Comput. Graph. 28(1), 206\u2013216 (2022). https:\/\/doi.org\/10.1109\/TVCG.2021.3114804","journal-title":"IEEE Trans. Visual Comput. Graph."},{"key":"1204_CR15","unstructured":"Varnum, M.H., Spencer, K., Grubb, A.M.: Towards an evaluation visualization with color (2020)"},{"key":"1204_CR16","doi-asserted-by":"publisher","unstructured":"Baatartogtokh, Y., Foster, I., Grubb, A.M.: An experiment on the effects of using color to visualize requirements analysis tasks. In: 2023 IEEE 31st International Requirements Engineering Conference (RE), pp. 146\u2013156 (2023). https:\/\/doi.org\/10.1109\/RE57278.2023.00023","DOI":"10.1109\/RE57278.2023.00023"},{"key":"1204_CR17","doi-asserted-by":"publisher","unstructured":"Baatartogtokh, Y., Foster, I., Grubb, A.M.: Visualizations for user-supported state space exploration of goal models. In: 2023 IEEE 31st International Requirements Engineering Conference (RE), pp. 281\u2013286 (2023). https:\/\/doi.org\/10.1109\/RE57278.2023.00036","DOI":"10.1109\/RE57278.2023.00036"},{"key":"1204_CR18","unstructured":"Wang, J., Kucher, K., Kerren, A.: Visual analysis of power plant data for European countries. In: EuroVis 2024-26th Eurographics Conference on Visualization, Odense, Denmark, May 27\u201331, 2024 (2024). Eurographics-European Association for Computer Graphics"},{"key":"1204_CR19","doi-asserted-by":"crossref","unstructured":"Chuai, Y., Yan, H.: Achieving the success of sustainability systemic design through data visualization approach. In: International Conference on Applied Human Factors and Ergonomics, pp. 215\u2013222 (2021). Springer, Cham","DOI":"10.1007\/978-3-030-80462-6_27"},{"key":"1204_CR20","doi-asserted-by":"crossref","unstructured":"Zhang, L., Vinodhini, B., Maragatham, T.: Interactive iot data visualization for decision making in business intelligence. Arab. J. Sci. Eng. 1\u201311 (2021)","DOI":"10.1007\/s13369-021-05889-w"},{"key":"1204_CR21","unstructured":"Solheim, A.F.: Arthroplasty data visualization. Master\u2019s thesis, The University of Bergen (2021)"},{"key":"1204_CR22","volume-title":"Semiology of Graphics","author":"J Bertin","year":"1983","unstructured":"Bertin, J.: Semiology of Graphics. University of Wisconsin Press, Madison (1983)"},{"issue":"2","key":"1204_CR23","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1179\/000870411X13038059668604","volume":"48","author":"T Morita","year":"2011","unstructured":"Morita, T.: Reflections on the works of Jacques Bertin: from sign theory to cartographic discourse. Cartogr. J. 48(2), 86\u201391 (2011)","journal-title":"Cartogr. J."},{"key":"1204_CR24","unstructured":"MacEachren, A.M., Brewer, C.A., Pickle, L.W.: Mapping health statistics: representing data reliability. In: Proceedings of the 17th International Cartographic Conference, pp. 311\u2013319 (1995)"},{"issue":"12","key":"1204_CR25","doi-asserted-by":"publisher","first-page":"2496","DOI":"10.1109\/TVCG.2012.279","volume":"18","author":"AM MacEachren","year":"2012","unstructured":"MacEachren, A.M., Roth, R.E., O\u2019Brien, J., Li, B., Swingley, D., Gahegan, M.: Visual semiotics & uncertainty visualization: an empirical study. IEEE Trans. Visual Comput. Graph. 18(12), 2496\u20132505 (2012)","journal-title":"IEEE Trans. Visual Comput. Graph."},{"key":"1204_CR26","doi-asserted-by":"publisher","DOI":"10.1201\/b17511","volume-title":"Visualization Analysis & Design","author":"T Munzner","year":"2014","unstructured":"Munzner, T.: Visualization Analysis & Design. A K Peters\/CRC Press, New York (2014)"},{"key":"1204_CR27","volume-title":"Atlas of Knowledge: Anyone Can Map","author":"K Borner","year":"2015","unstructured":"Borner, K.: Atlas of Knowledge: Anyone Can Map. MIT Press, Cambridge (2015)"},{"key":"1204_CR28","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1016\/j.envsoft.2017.06.040","volume":"95","author":"PJ Giabbanelli","year":"2017","unstructured":"Giabbanelli, P.J., Gray, S.A., Aminpour, P.: Combining fuzzy cognitive maps with agent-based modeling: frameworks and pitfalls of a powerful hybrid modeling approach to understand human-environment interactions. Environ. Model. Softw. 95, 320\u2013325 (2017)","journal-title":"Environ. Model. Softw."},{"key":"1204_CR29","doi-asserted-by":"publisher","unstructured":"Griffin, T.: Semiology of graphics: diagrams, networks, maps. Bertin, Jacques (trans. W. J. Berg). The University of Wisconsin Press, Madison, 1983. 416 pages. ISBN 0 299 09060 4. US\\$75.00, cloth. Cartography 16(1), 81\u201382 (1987). https:\/\/doi.org\/10.1080\/00690805.1987.10438353","DOI":"10.1080\/00690805.1987.10438353"},{"key":"1204_CR30","unstructured":"Carpendale, M.S.T.: Considering visual variables as a basis for information visualisation. Computer Science TR# 2001-693 16 (2003)"},{"issue":"2","key":"1204_CR31","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1145\/22949.22950","volume":"5","author":"J Mackinlay","year":"1986","unstructured":"Mackinlay, J.: Automating the design of graphical presentations of relational information. ACM Trans. Graph. (TOG) 5(2), 110\u2013141 (1986)","journal-title":"ACM Trans. Graph. (TOG)"},{"issue":"2","key":"1204_CR32","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1016\/j.visinf.2018.04.011","volume":"2","author":"D Li","year":"2018","unstructured":"Li, D., Mei, H., Shen, Y., Su, S., Zhang, W., Wang, J., Zu, M., Chen, W.: Echarts: a declarative framework for rapid construction of web-based visualization. Visual Inform. 2(2), 136\u2013146 (2018). https:\/\/doi.org\/10.1016\/j.visinf.2018.04.011","journal-title":"Visual Inform."},{"key":"1204_CR33","unstructured":"Davis, F.D.: A technology acceptance model for empirically testing new end-user information systems: Theory and results. Ph.D. thesis, Massachusetts Institute of Technology (1985)"},{"key":"1204_CR34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29044-2","volume-title":"Experimentation in Software Engineering","author":"C Wohlin","year":"2012","unstructured":"Wohlin, C., Runeson, P., H\u00f6st, M., Ohlsson, M.C., Regnell, B., Wessl\u00e9n, A.: Experimentation in Software Engineering. Springer, Berlin (2012). https:\/\/doi.org\/10.1007\/978-3-642-29044-2"},{"key":"1204_CR35","unstructured":"Li, T., Wang, Y., Wei, X., Liu, Y.: Instrumentation in evaluation. https:\/\/figshare.com\/s\/b4beaf325483b389aba9"},{"key":"1204_CR36","unstructured":"Amar, R., Eagan, J., Stasko, J.: Low-level components of analytic activity in information visualization. In: IEEE Symposium on Information Visualization, 2005. INFOVIS 2005, pp. 111\u2013117. IEEE (2005)"},{"issue":"7","key":"1204_CR37","doi-asserted-by":"publisher","first-page":"2505","DOI":"10.1109\/TVCG.2018.2829750","volume":"25","author":"B Saket","year":"2018","unstructured":"Saket, B., Endert, A., Demiralp, \u00c7.: Task-based effectiveness of basic visualizations. IEEE Trans. Visual Comput. Graph. 25(7), 2505\u20132512 (2018)","journal-title":"IEEE Trans. Visual Comput. Graph."},{"key":"1204_CR38","unstructured":"Tableau: Entertainment and Education. https:\/\/public.tableau.com\/app\/learn\/sample-data"},{"key":"1204_CR39","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2021.637547","volume":"12","author":"AT Jebb","year":"2021","unstructured":"Jebb, A.T., Ng, V., Tay, L.: A review of key likert scale development advances: 1995\u20132019. Front. Psychol. 12, 637547 (2021)","journal-title":"Front. Psychol."},{"key":"1204_CR40","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1214\/aoms\/1177730491","volume":"18","author":"HB Mann","year":"1947","unstructured":"Mann, H.B., Whitney, D.R.: On a test of whether one of two random variables is stochastically larger than the other. Ann. Math. Stat. 18, 50\u201360 (1947)","journal-title":"Ann. Math. Stat."},{"key":"1204_CR41","unstructured":"Kaggle: My Uber Drives. https:\/\/www.kaggle.com\/datasets\/zusmani\/uberdrives\/data"},{"key":"1204_CR42","unstructured":"Kaggle: Supermarket sales. https:\/\/www.kaggle.com\/datasets\/aungpyaeap\/supermarket-sales"},{"key":"1204_CR43","doi-asserted-by":"crossref","unstructured":"Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 425\u2013478 (2003)","DOI":"10.2307\/30036540"},{"issue":"3","key":"1204_CR44","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1207\/s15430421tip3903_5","volume":"39","author":"MD LeCompte","year":"2000","unstructured":"LeCompte, M.D.: Analyzing qualitative data. Theory Into Practice 39(3), 146\u2013154 (2000). https:\/\/doi.org\/10.1207\/s15430421tip3903_5","journal-title":"Theory Into Practice"}],"container-title":["Software and Systems Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10270-024-01204-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10270-024-01204-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10270-024-01204-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T06:08:45Z","timestamp":1728454125000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10270-024-01204-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,3]]},"references-count":44,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["1204"],"URL":"https:\/\/doi.org\/10.1007\/s10270-024-01204-x","relation":{},"ISSN":["1619-1366","1619-1374"],"issn-type":[{"type":"print","value":"1619-1366"},{"type":"electronic","value":"1619-1374"}],"subject":[],"published":{"date-parts":[[2024,9,3]]},"assertion":[{"value":"15 November 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 July 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 July 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 September 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}