{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:07:25Z","timestamp":1776110845496,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,6,14]],"date-time":"2018-06-14T00:00:00Z","timestamp":1528934400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"TU Graz Open Access Publishing Fund"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,6,14]]},"DOI":"10.1145\/3204493.3204546","type":"proceedings-article","created":{"date-parts":[[2018,6,7]],"date-time":"2018-06-07T13:57:46Z","timestamp":1528379866000},"page":"1-9","source":"Crossref","is-referenced-by-count":20,"title":["Leveraging eye-gaze and time-series features to predict user interests and build a recommendation model for visual analysis"],"prefix":"10.1145","author":[{"given":"Nelson","family":"Silva","sequence":"first","affiliation":[{"name":"Know-Center GmbH, TU Graz, CGV, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tobias","family":"Schreck","sequence":"additional","affiliation":[{"name":"TU Graz, Visualisation (CGV), Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"Veas","sequence":"additional","affiliation":[{"name":"Know-Center GmbH, Graz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vedran","family":"Sabol","sequence":"additional","affiliation":[{"name":"Know-Center GmbH, Graz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eva","family":"Eggeling","sequence":"additional","affiliation":[{"name":"Fraunhofer Austria Research GmbH, Graz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dieter W.","family":"Fellner","sequence":"additional","affiliation":[{"name":"TU Graz, CGV, Austria and Fraunhofer IGD, TU Darmstadt, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,6,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.99"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.5555\/1299133.1299580"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.276"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2011.09.003"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467871"},{"key":"e_1_3_2_1_6_1","unstructured":"T. Blascheck K. Kurzhals M. Raschke M. Burch D. Weiskopf and T. Ertl. 2014. State-of-the-Art of Visualization for Eye Tracking Data. In EuroVis - STARs R. Borgo R. Maciejewski and I. Viola (Eds.). The Eurographics Association.  T. Blascheck K. Kurzhals M. Raschke M. Burch D. Weiskopf and T. Ertl. 2014. State-of-the-Art of Visualization for Eye Tracking Data. In EuroVis - STARs R. Borgo R. Maciejewski and I. Viola (Eds.). The Eurographics Association."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Tanja Blascheck Kuno Kurzhals Michael Raschke Michael Burch Daniel Weiskopf and Thomas Ertl. 2017. Visualization of Eye Tracking Data: A Taxonomy and Survey. Computer Graphics Forum (2017).  Tanja Blascheck Kuno Kurzhals Michael Raschke Michael Burch Daniel Weiskopf and Thomas Ertl. 2017. Visualization of Eye Tracking Data: A Taxonomy and Survey. Computer Graphics Forum (2017).","DOI":"10.1111\/cgf.13079"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.07.055"},{"key":"e_1_3_2_1_9_1","volume-title":"SUS: A quick and dirty usability scale.","author":"Brooke John","year":"1996"},{"key":"e_1_3_2_1_10_1","unstructured":"C. Cassisi P. Montalto M. Aliotta A. Cannata and A. Pulvirenti. 2012. Similarity Measures and Dimensionality Reduction Techniques for Time Series Data Mining. (2012). http:\/\/hdl.handle.net\/2122\/8082  C. Cassisi P. Montalto M. Aliotta A. Cannata and A. Pulvirenti. 2012. Similarity Measures and Dimensionality Reduction Techniques for Time Series Data Mining. (2012). http:\/\/hdl.handle.net\/2122\/8082"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2004.09.041"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2110192.2110198"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Andrew T. Duchowski. 2003. Eye Tracking Methodology: Theory and Practice. Springer-Verlag New York Inc. Secaucus NJ USA.   Andrew T. Duchowski. 2003. Eye Tracking Methodology: Theory and Practice. Springer-Verlag New York Inc. Secaucus NJ USA.","DOI":"10.1007\/978-1-4471-3750-4"},{"key":"e_1_3_2_1_14_1","volume-title":"SID","author":"Eggeling E.","year":"2015"},{"key":"e_1_3_2_1_15_1","volume-title":"IVAPP","author":"Etemadpour R.","year":"2014"},{"key":"e_1_3_2_1_16_1","article-title":"Recurrence Metrics for Assessing Eye Movements in Perceptual Experiments","volume":"9","author":"Farnand Susan","year":"2016","journal-title":"Journal of Eye Movement Research"},{"key":"e_1_3_2_1_17_1","volume-title":"2009 IEEE Symposium on Computational Intelligence and Data Mining. 195--202","author":"Galgani F."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2957265.2962659"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2012.03.019"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2014.08.014"},{"key":"e_1_3_2_1_21_1","unstructured":"Sandra G Hart and Lowell E Staveland. 1988. Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. Human mental workload 1 3 (1988) 139--183.  Sandra G Hart and Lowell E Staveland. 1988. Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. Human mental workload 1 3 (1988) 139--183."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.10.047"},{"key":"e_1_3_2_1_23_1","unstructured":"Kenneth Holmqvist Marcus Nystrom Richard Andersson Richard Dewhurst Halszka Jarodzka and Joost van de Weijer. 2011. Eye Tracking. A comprehensive guide to methods and measures. Oxford University Press. https:\/\/goo.gl\/Gdaqsx  Kenneth Holmqvist Marcus Nystrom Richard Andersson Richard Dewhurst Halszka Jarodzka and Joost van de Weijer. 2011. Eye Tracking. A comprehensive guide to methods and measures. Oxford University Press. https:\/\/goo.gl\/Gdaqsx"},{"key":"e_1_3_2_1_24_1","unstructured":"Mike Izbiki. 2011. Converting images into time series for datamining. (2011). https:\/\/goo.gl\/Q5ht4U Accessed: 2018-03-08.  Mike Izbiki. 2011. Converting images into time series for datamining. (2011). https:\/\/goo.gl\/Q5ht4U Accessed: 2018-03-08."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"crossref","unstructured":"R. J. K. Jacob and K. S. Karn. 2003. Eye Tracking in Human-Computer Interaction and Usability Research: Ready to Deliver the Promises. The Mind's eye: Cognitive The Mind's Eye: Cognitive and Applied Aspects of Eye Movement Research (2003) 573--603. http:\/\/www.sciencedirect.com.lt.ltag.bibl.liu.se\/science  R. J. K. Jacob and K. S. Karn. 2003. Eye Tracking in Human-Computer Interaction and Usability Research: Ready to Deliver the Promises. The Mind's eye: Cognitive The Mind's Eye: Cognitive and Applied Aspects of Eye Movement Research (2003) 573--603. http:\/\/www.sciencedirect.com.lt.ltag.bibl.liu.se\/science","DOI":"10.1016\/B978-044451020-4\/50031-1"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"crossref","unstructured":"Kuno Kurzhals Brian D. Fisher Michael Burch and Daniel Weiskopf. 2014. Evaluating visual analytics with eye tracking. In BELIV. 10.1145\/2669557.2669560   Kuno Kurzhals Brian D. Fisher Michael Burch and Daniel Weiskopf. 2014. Evaluating visual analytics with eye tracking. In BELIV. 10.1145\/2669557.2669560","DOI":"10.1145\/2669557.2669560"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/882082.882086"},{"key":"e_1_3_2_1_28_1","volume-title":"2012 IEEE Conference on Computer Vision and Pattern Recognition. 1067--1074","author":"Lu Y."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.08.015"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"Alex Poole and Linden J. Ball. 2005. Eye Tracking in HCI and Usability Research: Current Status and Future. In Prospects\u00e2\u0102\u0130 Chapter in C. Ghaoui (Ed.): Encyclopedia of Human-Computer Interaction. Pennsylvania: Idea Group Inc.  Alex Poole and Linden J. Ball. 2005. Eye Tracking in HCI and Usability Research: Current Status and Future. In Prospects\u00e2\u0102\u0130 Chapter in C. Ghaoui (Ed.): Encyclopedia of Human-Computer Interaction. Pennsylvania: Idea Group Inc.","DOI":"10.4018\/978-1-59140-562-7.ch034"},{"key":"e_1_3_2_1_31_1","unstructured":"Zahar Prasov Joyce Yue Chai and Hogyeong Jeong. 2007. Eye Gaze for Attention Prediction in Multimodal Human-Machine Conversation. In Interaction Challenges for Intelligent Assistants Papers from the 2007 AAAI Spring Symposium 26-28 March 2007 Stanford University CA USA. 102--110.  Zahar Prasov Joyce Yue Chai and Hogyeong Jeong. 2007. Eye Gaze for Attention Prediction in Multimodal Human-Machine Conversation. In Interaction Challenges for Intelligent Assistants Papers from the 2007 AAAI Spring Symposium 26-28 March 2007 Stanford University CA USA. 102--110."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/IV.2013.32"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038462.3038463"},{"key":"e_1_3_2_1_34_1","unstructured":"Hiroshi Shimodaira. 2014. Similarity and recommender systems. (2014).  Hiroshi Shimodaira. 2014. Similarity and recommender systems. (2014)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2637748.2638441"},{"key":"e_1_3_2_1_36_1","volume-title":"FMT","author":"Silva Nelson","year":"2016"},{"key":"e_1_3_2_1_37_1","volume-title":"Proceedings of IEEE Conference on Information Visualization. Institute of Electrical and Electronics Engineers. https:\/\/goo.gl\/NvnRZ8","author":"Silva Nelson","year":"2016"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"crossref","unstructured":"Popelka Stanislav Stachon Zdenek Sasinka Cenek and Dolezalova Jitka. 2016. Eye-Tribe Tracker Data Accuracy Evaluation and Its Interconnection with Hypothesis Software for Cartographic Purposes. (2016) 14 pages.  Popelka Stanislav Stachon Zdenek Sasinka Cenek and Dolezalova Jitka. 2016. Eye-Tribe Tracker Data Accuracy Evaluation and Its Interconnection with Hypothesis Software for Cartographic Purposes. (2016) 14 pages.","DOI":"10.1155\/2016\/9172506"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"crossref","unstructured":"Adrian Vo\u00dfk\u00fchler Volkhard Nordmeier Lars Kuchinke and Arthur M. Jacobs. 2008. OGAMA (Open Gaze and Mouse Analyzer): Open-source software designed to analyze eye and mouse movements in slideshow study designs. Behavior Research Methods 40 4 (01 Nov 2008) 1150--1162.  Adrian Vo\u00dfk\u00fchler Volkhard Nordmeier Lars Kuchinke and Arthur M. Jacobs. 2008. OGAMA (Open Gaze and Mouse Analyzer): Open-source software designed to analyze eye and mouse movements in slideshow study designs. Behavior Research Methods 40 4 (01 Nov 2008) 1150--1162.","DOI":"10.3758\/BRM.40.4.1150"},{"key":"e_1_3_2_1_40_1","unstructured":"Yining Wang Liwei Wang Yuanzhi Li Di He Tie-Yan Liu and Wei Chen. 2013. A Theoretical Analysis of NDCG Type Ranking Measures. CoRR (2013).  Yining Wang Liwei Wang Yuanzhi Li Di He Tie-Yan Liu and Wei Chen. 2013. A Theoretical Analysis of NDCG Type Ranking Measures. CoRR (2013)."}],"event":{"name":"ETRA '18: 2018 Symposium on Eye Tracking Research and Applications","location":"Warsaw Poland","acronym":"ETRA '18","sponsor":["SIGGRAPH ACM Special Interest Group on Computer Graphics and Interactive Techniques","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2018 ACM Symposium on Eye Tracking Research &amp; Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3204493.3204546","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3204546&ftid=1978774&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T19:04:30Z","timestamp":1750273470000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3204493.3204546"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6,14]]},"references-count":40,"alternative-id":["10.1145\/3204493.3204546","10.1145\/3204493"],"URL":"https:\/\/doi.org\/10.1145\/3204493.3204546","relation":{},"subject":[],"published":{"date-parts":[[2018,6,14]]}}}