{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T23:55:44Z","timestamp":1773446144868,"version":"3.50.1"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T00:00:00Z","timestamp":1633046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10]]},"DOI":"10.1109\/vis49827.2021.9623328","type":"proceedings-article","created":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:10:43Z","timestamp":1638317443000},"page":"161-165","source":"Crossref","is-referenced-by-count":7,"title":["Understanding the Effects of Visualizing Missing Values on Visual Data Exploration"],"prefix":"10.1109","author":[{"given":"Hayeong","family":"Song","sequence":"first","affiliation":[]},{"given":"Yu","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Bahador","family":"Saket","sequence":"additional","affiliation":[]},{"given":"John","family":"Stasko","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2007.70515"},{"key":"ref33","first-page":"15","article-title":"Missing data in interactive high-dimensional data visualization","volume":"13","author":"swayne","year":"1998","journal-title":"Computational Statistics"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2864914"},{"key":"ref31","article-title":"Evaluating the effects of visualizing missing values on data exploration","author":"song","year":"0"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/00949655.2018.1491577"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.262"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1177\/1071181312561067"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.2307\/1390776"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11634-011-0102-y"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346298"},{"key":"ref11","article-title":"Educational research: Planning, conducting, and evaluating quantitative","author":"creswell","year":"2002"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S1071-5819(03)00038-7"},{"key":"ref13","first-page":"100","article-title":"The challenge of missing and uncertain data","author":"eaton","year":"2003","journal-title":"Proceedings of the 14th IEEE Visualization 2003 (VIS&#x2019;03)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/11555261_68"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.87.3.215"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173718"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2014.7042514"},{"key":"ref18","first-page":"473","article-title":"Data Wrangling for Big Data: Challenges and Opportunities","author":"furche","year":"2016","journal-title":"EDBT"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.183"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.279"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1177\/1555343411415793"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1021564703268"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2014.77"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3105971.3105984"},{"key":"ref29","first-page":"2","article-title":"The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis","volume":"5","author":"pirolli","year":"2005","journal-title":"Proceedings of International Conference on Intelligence Analysis"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2015.7347672"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.220"},{"key":"ref7","article-title":"QualityFlow: Provenance Generation from Data Quality","author":"bors","year":"2014","journal-title":"Poster Proceedings of the Euro-Graphics Conference on Visualization"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858300"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1117\/12.587537"},{"key":"ref1","article-title":"Yahoo finance","year":"0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467752"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300803"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32498-7_5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934287"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1177\/154193120605000909"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858558"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979444"}],"event":{"name":"2021 IEEE Visualization Conference (VIS)","location":"New Orleans, LA, USA","start":{"date-parts":[[2021,10,24]]},"end":{"date-parts":[[2021,10,29]]}},"container-title":["2021 IEEE Visualization Conference (VIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9622895\/9623263\/09623328.pdf?arnumber=9623328","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:53:37Z","timestamp":1652201617000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9623328\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/vis49827.2021.9623328","relation":{},"subject":[],"published":{"date-parts":[[2021,10]]}}}