{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:28:49Z","timestamp":1776083329551,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,9,27]],"date-time":"2021-09-27T00:00:00Z","timestamp":1632700800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"NSERC CRC"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,9,27]]},"DOI":"10.1145\/3447526.3472040","type":"proceedings-article","created":{"date-parts":[[2021,9,20]],"date-time":"2021-09-20T19:26:52Z","timestamp":1632166012000},"page":"1-13","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":20,"title":["SF-LG: Space-Filling Line Graphs for Visualizing Interrelated Time-series Data on Smartwatches"],"prefix":"10.1145","author":[{"given":"Ali","family":"Neshati","sequence":"first","affiliation":[{"name":"Computer Science University of Manitoba, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fouad","family":"Alallah","sequence":"additional","affiliation":[{"name":"Department of Computer Science \/ Human Computer Interaction Lab University of Manitoba, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bradley","family":"Rey","sequence":"additional","affiliation":[{"name":"Department of Computer Science\/Human Computer Interaction Lab University of Manitoba, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yumiko","family":"Sakamoto","sequence":"additional","affiliation":[{"name":"Department of Computer Science University of Manitoba, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcos","family":"Serrano","sequence":"additional","affiliation":[{"name":"University of Toulouse IRIT - Elipse, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pourang","family":"Irani","sequence":"additional","affiliation":[{"name":"Department of Computer Science University of Manitoba, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,9,27]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Visualization of Time-Oriented Data","author":"Aigner Wolfgang","unstructured":"Wolfgang Aigner , Silvia Miksch , Heidrun Schumann , and Christian Tominski . 2011. Survey of visualization techniques . In Visualization of Time-Oriented Data . Springer , 147\u2013254. Wolfgang Aigner, Silvia Miksch, Heidrun Schumann, and Christian Tominski. 2011. Survey of visualization techniques. In Visualization of Time-Oriented Data. Springer, 147\u2013254."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2968219.2972715"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3154862.3154879"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(69)80013-7"},{"key":"e_1_3_2_1_5_1","volume-title":"Glanceable visualization: Studies of data comparison performance on smartwatches","author":"Blascheck Tanja","year":"2018","unstructured":"Tanja Blascheck , Lonni Besan\u00e7on , Anastasia Bezerianos , Bongshin Lee , and Petra Isenberg . 2018. Glanceable visualization: Studies of data comparison performance on smartwatches . IEEE transactions on visualization and computer graphics 25, 1( 2018 ), 630\u2013640. Tanja Blascheck, Lonni Besan\u00e7on, Anastasia Bezerianos, Bongshin Lee, and Petra Isenberg. 2018. Glanceable visualization: Studies of data comparison performance on smartwatches. IEEE transactions on visualization and computer graphics 25, 1(2018), 630\u2013640."},{"key":"e_1_3_2_1_6_1","unstructured":"Fu-Lai Chung Tak-Chung Fu Robert Luk Vincent Ng 2001. Flexible time series pattern matching based on perceptually important points. (2001). Fu-Lai Chung Tak-Chung Fu Robert Luk Vincent Ng 2001. Flexible time series pattern matching based on perceptually important points. (2001)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/10447310709336957"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1932.10503227"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1927.10502976"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1926.10502165"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3148330.3148343"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2598153.2598172"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2008.01.005"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466443"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057208"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753357"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","unstructured":"Alaul Islam Anastasia Bezerianos Bongshin Lee Tanja Blascheck and Petra Isenberg. 2020. Visualizing information on watch faces: A survey with smartwatch users. arXiv preprint arXiv:2009.00750(2020). Alaul Islam Anastasia Bezerianos Bongshin Lee Tanja Blascheck and Petra Isenberg. 2020. Visualizing information on watch faces: A survey with smartwatch users. arXiv preprint arXiv:2009.00750(2020).","DOI":"10.1109\/VIS47514.2020.00038"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.162"},{"key":"e_1_3_2_1_19_1","volume-title":"Tree-maps: A space-filling approach to the visualization of hierarchical information structures. Readings in Information Visualization: Using Vision to Think","author":"Johnson Brian","year":"1999","unstructured":"Brian Johnson and Ben Shneiderman . 1999 . Tree-maps: A space-filling approach to the visualization of hierarchical information structures. Readings in Information Visualization: Using Vision to Think (1999), 152\u2013159. Brian Johnson and Ben Shneiderman. 1999. Tree-maps: A space-filling approach to the visualization of hierarchical information structures. Readings in Information Visualization: Using Vision to Think (1999), 152\u2013159."},{"key":"e_1_3_2_1_20_1","volume-title":"Dimensionality reduction for fast similarity search in large time series databases. Knowledge and information Systems 3, 3","author":"Keogh Eamonn","year":"2001","unstructured":"Eamonn Keogh , Kaushik Chakrabarti , Michael Pazzani , and Sharad Mehrotra . 2001. Dimensionality reduction for fast similarity search in large time series databases. Knowledge and information Systems 3, 3 ( 2001 ), 263\u2013286. Eamonn Keogh, Kaushik Chakrabarti, Michael Pazzani, and Sharad Mehrotra. 2001. Dimensionality reduction for fast similarity search in large time series databases. Knowledge and information Systems 3, 3 (2001), 263\u2013286."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1168149.1168168"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.223"},{"key":"e_1_3_2_1_23_1","volume-title":"Stats and Analysis. Retrieved","author":"Lovejoy Ben","year":"2006","unstructured":"Ben Lovejoy . 2006. Stats and Analysis. Retrieved June 7, 2006 from http:\/\/www.poker-edge.com\/stats.php Ben Lovejoy. 2006. Stats and Analysis. Retrieved June 7, 2006 from http:\/\/www.poker-edge.com\/stats.php"},{"key":"e_1_3_2_1_24_1","volume-title":"45th Conference on Graphics Interface (GI","author":"Neshati Ali","year":"2019","unstructured":"Ali Neshati , Yumiko Sakamoto , Launa Leboe-Mcgowan , Jason Leboe-McGowan , Marcos Serrano , and Pourang Irani . 2019 . G-sparks: Glanceable sparklines on smartwatches . In 45th Conference on Graphics Interface (GI 2019). 1\u20139. Ali Neshati, Yumiko Sakamoto, Launa Leboe-Mcgowan, Jason Leboe-McGowan, Marcos Serrano, and Pourang Irani. 2019. G-sparks: Glanceable sparklines on smartwatches. In 45th Conference on Graphics Interface (GI 2019). 1\u20139."},{"key":"e_1_3_2_1_25_1","volume-title":"Potsdam Univ. Appl. Sci.","author":"Parnow Jonas","year":"2015","unstructured":"Jonas Parnow and Marian D\u00f6rk . 2015. Micro visualizations. Diss. Master\u2019s thesis , Potsdam Univ. Appl. Sci. , Potsdam , Germany ( 2015 ). Jonas Parnow and Marian D\u00f6rk. 2015. Micro visualizations. Diss. Master\u2019s thesis, Potsdam Univ. Appl. Sci., Potsdam, Germany (2015)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466441"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"Lewis\u00a0V Peterson and Wilbur Schramm. 1954. How accurately are different kinds of graphs read?Audio Visual Communication Review(1954) 178\u2013189. Lewis\u00a0V Peterson and Wilbur Schramm. 1954. How accurately are different kinds of graphs read?Audio Visual Communication Review(1954) 178\u2013189.","DOI":"10.1007\/BF02713334"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2008.125"},{"key":"e_1_3_2_1_29_1","volume-title":"LineSmooth: An Analytical Framework for Evaluating the Effectiveness of Smoothing Techniques on Line Charts","author":"Rosen Paul","year":"2020","unstructured":"Paul Rosen and Ghulam\u00a0Jilani Quadri . 2020. LineSmooth: An Analytical Framework for Evaluating the Effectiveness of Smoothing Techniques on Line Charts . IEEE Transactions on Visualization and Computer Graphics ( 2020 ). Paul Rosen and Ghulam\u00a0Jilani Quadri. 2020. LineSmooth: An Analytical Framework for Evaluating the Effectiveness of Smoothing Techniques on Line Charts. IEEE Transactions on Visualization and Computer Graphics (2020)."},{"key":"e_1_3_2_1_30_1","volume-title":"At a glance: Pixel approximate entropy as a measure of line chart complexity","author":"Ryan Gabriel","year":"2018","unstructured":"Gabriel Ryan , Abigail Mosca , Remco Chang , and Eugene Wu. 2018. At a glance: Pixel approximate entropy as a measure of line chart complexity . IEEE transactions on visualization and computer graphics 25, 1( 2018 ), 872\u2013881. Gabriel Ryan, Abigail Mosca, Remco Chang, and Eugene Wu. 2018. At a glance: Pixel approximate entropy as a measure of line chart complexity. IEEE transactions on visualization and computer graphics 25, 1(2018), 872\u2013881."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2005.1532144"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/52.329404"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1006\/ijhc.2000.0420"},{"key":"e_1_3_2_1_34_1","unstructured":"Ashley Suh Christopher Salgado Mustafa Hajij and Paul Rosen. 2019. TopoLines: Topological Smoothing for Line Charts. arXiv preprint arXiv:1906.09457(2019). Ashley Suh Christopher Salgado Mustafa Hajij and Paul Rosen. 2019. TopoLines: Topological Smoothing for Line Charts. arXiv preprint arXiv:1906.09457(2019)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3126594.3126603"},{"key":"e_1_3_2_1_36_1","unstructured":"Edward Tufte. 2006. R.(2006) Beautiful evidence. Edward Tufte. 2006. R.(2006) Beautiful evidence."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.1999.801860"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240727"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"crossref","unstructured":"Martin Wattenberg. 1999. Visualizing the stock market. In CHI\u201999 extended abstracts on Human factors in computing systems. 188\u2013189. Martin Wattenberg. 1999. Visualizing the stock market. In CHI\u201999 extended abstracts on Human factors in computing systems. 188\u2013189.","DOI":"10.1145\/632716.632834"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2005.1532145"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"crossref","unstructured":"Marc Weber Marc Alexa and Wolfgang M\u00fcller. 2001. Visualizing time-series on spirals.. In Infovis Vol.\u00a01. 7\u201314. Marc Weber Marc Alexa and Wolfgang M\u00fcller. 2001. Visualizing time-series on spirals.. In Infovis Vol.\u00a01. 7\u201314.","DOI":"10.1109\/INFVIS.2001.963273"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1177\/1541931213601247"}],"event":{"name":"MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction","location":"Toulouse & Virtual France","acronym":"MobileHCI '21","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447526.3472040","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3447526.3472040","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:19:04Z","timestamp":1750191544000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3447526.3472040"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,27]]},"references-count":42,"alternative-id":["10.1145\/3447526.3472040","10.1145\/3447526"],"URL":"https:\/\/doi.org\/10.1145\/3447526.3472040","relation":{},"subject":[],"published":{"date-parts":[[2021,9,27]]},"assertion":[{"value":"2021-09-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}