{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T17:14:20Z","timestamp":1740158060813,"version":"3.37.3"},"reference-count":48,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,9,4]],"date-time":"2021-09-04T00:00:00Z","timestamp":1630713600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,9,4]],"date-time":"2021-09-04T00:00:00Z","timestamp":1630713600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100012226","name":"fundamental research funds for the central universities","doi-asserted-by":"publisher","award":["524005*17222032101"],"award-info":[{"award-number":["524005*17222032101"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Vis"],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1007\/s12650-021-00784-w","type":"journal-article","created":{"date-parts":[[2021,9,4]],"date-time":"2021-09-04T02:13:28Z","timestamp":1630721608000},"page":"95-110","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["An evolutional model for operation-driven visualization design"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0743-7558","authenticated-orcid":false,"given":"Yating","family":"Wei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honghui","family":"Mei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenqi","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangyang","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingliang","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,9,4]]},"reference":[{"key":"784_CR1","doi-asserted-by":"crossref","unstructured":"Bigelow A, Drucker S, Fisher D, Meyer M (2014) Reflections on how designers design with data. In: Proceedings of the 2014 international working conference on advanced visual interfaces. ACM, pp 17\u201324","DOI":"10.1145\/2598153.2598175"},{"issue":"12","key":"784_CR2","doi-asserted-by":"publisher","first-page":"2301","DOI":"10.1109\/TVCG.2011.185","volume":"17","author":"M Bostock","year":"2011","unstructured":"Bostock M, Ogievetsky V, Heer J (2011) D$$^3$$ data-driven documents. IEEE Trans Vis Comput Graph 17(12):2301\u20132309","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"12","key":"784_CR3","doi-asserted-by":"publisher","first-page":"2376","DOI":"10.1109\/TVCG.2013.124","volume":"19","author":"M Brehmer","year":"2013","unstructured":"Brehmer M, Munzner T (2013) A multi-level typology of abstract visualization tasks. IEEE Trans Vis Comput Graph 19(12):2376\u20132385","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR4","unstructured":"Brodlie K, Poon A, Wright H, Brankin L, Banecki G (1993) A Gay GRASPARC: a problem solving environment integrating computation and visualization. In: Proceedings of the 4th conference on visualization\u201993. IEEE Computer Society, pp 102\u2013109"},{"key":"784_CR5","volume-title":"Readings in information visualization: using vision to think","author":"SK Card","year":"1999","unstructured":"Card SK, Mackinlay JD, Shneiderman B (1999) Readings in information visualization: using vision to think. Morgan Kaufmann"},{"issue":"1","key":"784_CR6","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/S0950-7051(00)00101-5","volume":"14","author":"M Derthick","year":"2001","unstructured":"Derthick M, Roth SF (2001) Enhancing data exploration with a branching history of user operations. Knowl-Based Syst 14(1):65\u201374","journal-title":"Knowl-Based Syst"},{"key":"784_CR7","doi-asserted-by":"crossref","unstructured":"Gotz D, Wen Z (2009) Behavior-driven visualization recommendation. In: Proceedings of the 14th international conference on Intelligent user interfaces. ACM, pp 315\u2013324","DOI":"10.1145\/1502650.1502695"},{"issue":"6","key":"784_CR8","doi-asserted-by":"publisher","first-page":"943","DOI":"10.1109\/TVCG.2010.164","volume":"16","author":"L Grammel","year":"2010","unstructured":"Grammel L, Tory M, Storey M-A (2010) How information visualization novices construct visualizations. IEEE Trans Vis Comput Graph 16(6):943\u2013952","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"2","key":"784_CR9","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1145\/2133416.2146416","volume":"10","author":"J Heer","year":"2012","unstructured":"Heer J, Shneiderman B (2012) Interactive dynamics for visual analysis. Queue 10(2):30","journal-title":"Queue"},{"issue":"6","key":"784_CR10","doi-asserted-by":"publisher","first-page":"1189","DOI":"10.1109\/TVCG.2008.137","volume":"14","author":"J Heer","year":"2008","unstructured":"Heer J, Mackinlay J, Stolte C, Agrawala M (2008) Graphical histories for visualization: supporting analysis, communication, and evaluation. IEEE Trans Vis Comput Graph 14(6):1189\u20131196","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR11","doi-asserted-by":"crossref","unstructured":"Heer J, Van Ham F, Carpendale S, Weaver C, Isenberg P (2008) Creation and collaboration: Engaging new audiences for information visualization. In: Information visualization. Springer, pp 92\u2013133","DOI":"10.1007\/978-3-540-70956-5_5"},{"key":"784_CR12","doi-asserted-by":"crossref","unstructured":"Hoarau R, Conversy S (2012) Augmenting the scope of interactions with implicit and explicit graphical structures. In: ACM SIGCHI, pp 1937\u20131946","DOI":"10.1145\/2207676.2208337"},{"key":"784_CR13","doi-asserted-by":"crossref","unstructured":"Horvitz E (1999) Principles of mixed-initiative user interfaces. In: ACM SIGCHI, pp 159\u2013166","DOI":"10.1145\/302979.303030"},{"key":"784_CR14","doi-asserted-by":"crossref","unstructured":"Javed W, Elmqvist N (213) ExPlates: spatializing interactive analysis to scaffold visual exploration. In: Computer graphics forum, vol 32, Wiley Online Library, pp 441\u2013450","DOI":"10.1111\/cgf.12131"},{"key":"784_CR15","doi-asserted-by":"crossref","unstructured":"Kandel S, Paepcke A, Hellerstein J, and Heer JW (2011) Interactive visual specification of data transformation scripts. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 3363\u20133372","DOI":"10.1145\/1978942.1979444"},{"issue":"1","key":"784_CR16","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1109\/TVCG.2016.2598620","volume":"23","author":"NW Kim","year":"2017","unstructured":"Kim NW, Schweickart E, Liu Z, Dontcheva M, Li W, Popovic J, Pfister H (2017) Data-driven guides: supporting expressive design for information graphics. IEEE Trans Vis Comput Graph 23(1):491\u2013500","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR17","doi-asserted-by":"crossref","unstructured":"Kim Y, Wongsuphasawat K, Hullman J, Heer JG (2017) A model for automated reasoning about visualization similarity and sequencing. In: Proceedings of the 2017 CHI conference on human factors in computing systems, pp 2628\u20132638","DOI":"10.1145\/3025453.3025866"},{"key":"784_CR18","doi-asserted-by":"crossref","unstructured":"Klemmer SR, Thomsen M, Phelps-Goodman E, Lee R, Landay JA (2002) Where do web sites come from?: capturing and interacting with design history. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 1\u20138","DOI":"10.1145\/503376.503378"},{"key":"784_CR19","unstructured":"Lillicrap TP, Hunt JJ, Pritzel A, Heess N, Erez T, Tassa Y, Silver D, Wierstra D (2015) Continuous control with deep reinforcement learning. arXiv:1509.02971"},{"key":"784_CR20","unstructured":"Ma K-L (1999) Image graphs-a novel approach to visual data exploration. In: Proceedings of the conference on Visualization\u201999: celebrating ten years. IEEE Computer Society Press, pp 81\u201388"},{"issue":"2","key":"784_CR21","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1145\/22949.22950","volume":"5","author":"J Mackinlay","year":"1986","unstructured":"Mackinlay J (1986) Automating the design of graphical presentations of relational information. ACM Trans Graph (TOG) 5(2):110\u2013141","journal-title":"ACM Trans Graph (TOG)"},{"issue":"6","key":"784_CR22","doi-asserted-by":"publisher","first-page":"1137","DOI":"10.1109\/TVCG.2007.70594","volume":"13","author":"J Mackinlay","year":"2007","unstructured":"Mackinlay J, Hanrahan P, Stolte C (2007) Show me: automatic presentation for visual analysis. IEEE Trans Vis Comput Graph 13(6):1137\u20131144","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR23","doi-asserted-by":"crossref","unstructured":"M\u00e9ndez GG, Hinrichs U, Nacenta M (2017) Bottom-up vs. top-down: trade-offs in efficiency, understanding, freedom and creativity with InfoVis tools. In: Proceedings of the 2017 CHI conference on human factors in computing systems. ACM Press-Association for Computing Machinery","DOI":"10.1145\/3025453.3025942"},{"key":"784_CR24","doi-asserted-by":"crossref","unstructured":"M\u00e9ndez GG, Nacenta MA, Vandenheste S (2016) iVoLVER: interactive visual language for visualization extraction and reconstruction. In: Proceedings of the 2016 CHI conference on human factors in computing systems .ACM, pp 4073\u20134085","DOI":"10.1145\/2858036.2858435"},{"key":"784_CR25","unstructured":"Mnih V, Kavukcuoglu K, Silver D, Graves A, Antonoglou I, Wierstra D, Riedmiller M (2013) Playing atari with deep reinforcement learning. arXiv:1312.5602"},{"key":"784_CR26","unstructured":"Perry DB, Howe B, Key AM, Aragon C (2013) Vizdeck: Streamlining exploratory visual analytics of scientific data"},{"issue":"12","key":"784_CR27","doi-asserted-by":"publisher","first-page":"2092","DOI":"10.1109\/TVCG.2014.2346291","volume":"20","author":"D Ren","year":"2014","unstructured":"Ren D, H\u00f6llerer T, Yuan X (2014) iVisDesigner: expressive interactive design of information visualizations. IEEE Trans Vis Comput Graph 20(12):2092\u20132101","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"784_CR28","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1109\/TVCG.2016.2598839","volume":"23","author":"B Saket","year":"2017","unstructured":"Saket B, Kim H, Brown ET, Endert A (2017) Visualization by demonstration: an interaction paradigm for visual data exploration. IEEE Trans Vis Comput Graph 23(1):331\u2013340","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"784_CR29","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1109\/TVCG.2016.2599030","volume":"23","author":"A Satyanarayan","year":"2017","unstructured":"Satyanarayan A, Moritz D, Wongsuphasawat K, Heer J (2017) Vega-lite: a grammar of interactive graphics. IEEE Trans Vis Comput Graph 23(1):341\u2013350","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR30","doi-asserted-by":"crossref","unstructured":"Satyanarayan A, Heer AL (2014) An interactive visualization design environment. In: Computer graphics forum, vol 33. Wiley Online Library, pp 351\u2013360","DOI":"10.1111\/cgf.12391"},{"key":"784_CR31","unstructured":"Scull C, Johnson S, Aliaga F, Paris S, Su SL, Durand F (2009) Interactive visual histories for vector graphics"},{"issue":"6","key":"784_CR32","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1109\/52.329404","volume":"11","author":"B Shneiderman","year":"1994","unstructured":"Shneiderman B (1994) Dynamic queries for visual information seeking. IEEE Softw 11(6):70\u201377","journal-title":"IEEE Softw"},{"issue":"1","key":"784_CR33","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1109\/2945.981851","volume":"8","author":"C Stolte","year":"2002","unstructured":"Stolte C, Tang D, Hanrahan P (2002) Polaris: a system for query, analysis, and visualization of multidimensional relational databases. IEEE Trans Vis Comput Graph 8(1):52\u201365","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR34","unstructured":"Tableau Software https:\/\/www.tableau.com. Accessed Mar 2017"},{"key":"784_CR35","volume-title":"Exploratory data analysis","author":"JW Tukey","year":"1977","unstructured":"Tukey JW (1977) Exploratory data analysis. Reading, Mass"},{"issue":"13","key":"784_CR36","doi-asserted-by":"publisher","first-page":"2182","DOI":"10.14778\/2831360.2831371","volume":"8","author":"M Vartak","year":"2015","unstructured":"Vartak M, Rahman S, Madden S, Parameswaran A, Polyzotis N (2015) S eeDB: efficient data-driven visualization recommendations to support visual analytics. Proc VLDB Endowment 8(13):2182\u20132193","journal-title":"Proc VLDB Endowment"},{"key":"784_CR37","unstructured":"Victor B (2017) Drawing dynamic visualizations. http:\/\/vimeo.com\/66085662. Accessed Mar 2017"},{"issue":"1","key":"784_CR38","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1109\/TVCG.2019.2934208","volume":"26","author":"Y Wei","year":"2019","unstructured":"Wei Y, Mei H, Zhao Y, Zhou S, Lin B, Jiang H, Chen W (2019) Evaluating perceptual bias during geometric scaling of scatterplots. IEEE Trans Vis Comput Graph 26(1):321\u2013331","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR39","volume-title":"The grammar of graphics","author":"L Wilkinson","year":"2006","unstructured":"Wilkinson L (2006) The grammar of graphics. Springer, Berlin"},{"issue":"4","key":"784_CR40","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1145\/362575.362577","volume":"14","author":"N Wirth","year":"1971","unstructured":"Wirth N (1971) Program development by stepwise refinement. Commun ACM 14(4):221\u2013227","journal-title":"Commun ACM"},{"issue":"1","key":"784_CR41","doi-asserted-by":"publisher","first-page":"649","DOI":"10.1109\/TVCG.2015.2467191","volume":"22","author":"K Wongsuphasawat","year":"2016","unstructured":"Wongsuphasawat K, Moritz D, Anand A, Mackinlay J, Howe B, Voyager HJ (2016) Exploratory analysis via faceted browsing of visualization recommendations. IEEE Trans Vis Comput Graph 22(1):649\u2013658","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR42","doi-asserted-by":"crossref","unstructured":"Wongsuphasawat K, Moritz D, Anand A, Mackinlay J, Howe B, Heer J (2016) Towards a general-purpose query language for visualization recommendation. In: Proceedings of the workshop on human-in-the-loop data analytics, number 4. ACM","DOI":"10.1145\/2939502.2939506"},{"key":"784_CR43","doi-asserted-by":"crossref","unstructured":"Wongsuphasawat K, Qu Z, Moritz D, Chang R, Ouk F, Anand AJ, Mackinlay BH, Voyager JH (2017) 2: augmenting visual analysis with partial view specifications. In : Proceedings of the 2017 CHI conference on human factors in computing systems. ACM, pp 2648\u20132659","DOI":"10.1145\/3025453.3025768"},{"key":"784_CR44","doi-asserted-by":"crossref","unstructured":"Yal\u00e7\u0131n MA, Elmqvist N, Bederson BB (2016) Cognitive stages in visual data exploration. In: Proceedings of the beyond time and errors on novel evaluation methods for visualization, pp 86\u201395","DOI":"10.1145\/2993901.2993902"},{"key":"784_CR45","doi-asserted-by":"crossref","unstructured":"Yee K-P, Swearingen K, Li K, Hearst M (2003) Faceted metadata for image search and browsing. In: Proceedings of the SIGCHI conference on Human factors in computing systems. ACM, pp 401\u2013408","DOI":"10.1145\/642611.642681"},{"issue":"1","key":"784_CR46","doi-asserted-by":"publisher","first-page":"590","DOI":"10.1109\/TVCG.2019.2934655","volume":"26","author":"Y Zhao","year":"2019","unstructured":"Zhao Y, Luo X, Lin X, Wang H, Kui X, Zhou F, Wang J, Chen Y, Chen W (2019) Visual analytics for electromagnetic situation awareness in radio monitoring and management. IEEE Trans Vis Comput Graph 26(1):590\u2013600","journal-title":"IEEE Trans Vis Comput Graph"},{"key":"784_CR47","doi-asserted-by":"crossref","unstructured":"Zhao X, Zhang L, Xia L, Ding Z, Yin D, Tang J (2017) Deep reinforcement learning for list-wise recommendations. arXiv:1801.00209","DOI":"10.1145\/3240323.3240374"},{"issue":"2","key":"784_CR48","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1007\/s12650-018-0530-2","volume":"22","author":"F Zhou","year":"2019","unstructured":"Zhou F, Lin X, Liu C, Zhao Y, Xu P, Ren L, Xue T, Ren L (2019) A survey of visualization for smart manufacturing. J Vis 22(2):419\u2013435","journal-title":"J Vis"}],"container-title":["Journal of Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-021-00784-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12650-021-00784-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-021-00784-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T03:08:24Z","timestamp":1642993704000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12650-021-00784-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,4]]},"references-count":48,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,2]]}},"alternative-id":["784"],"URL":"https:\/\/doi.org\/10.1007\/s12650-021-00784-w","relation":{},"ISSN":["1343-8875","1875-8975"],"issn-type":[{"type":"print","value":"1343-8875"},{"type":"electronic","value":"1875-8975"}],"subject":[],"published":{"date-parts":[[2021,9,4]]},"assertion":[{"value":"8 July 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 July 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 September 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}