{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T19:54:37Z","timestamp":1769198077768,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,9,30]],"date-time":"2024-09-30T00:00:00Z","timestamp":1727654400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,9,30]]},"DOI":"10.1145\/3691573.3691582","type":"proceedings-article","created":{"date-parts":[[2024,9,29]],"date-time":"2024-09-29T18:21:50Z","timestamp":1727634110000},"page":"11-20","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Analysis of Cybersickness through Biosignals: an approach with Symbolic Machine Learning"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-6288-1917","authenticated-orcid":false,"given":"Wedrey","family":"Nunes da Silva","sequence":"first","affiliation":[{"name":"University of Brasilia, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0281-4580","authenticated-orcid":false,"given":"Thiago Malheiros","family":"Porcino","sequence":"additional","affiliation":[{"name":"Tecgraf Institute, Pontifical Catholic University of Rio de Janeiro, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7328-5479","authenticated-orcid":false,"given":"Carla Denise","family":"Castanho","sequence":"additional","affiliation":[{"name":"University of Brasilia, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4520-7641","authenticated-orcid":false,"given":"Ricardo Pezzuol","family":"Jacobi","sequence":"additional","affiliation":[{"name":"University of Brasilia, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,9,30]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2015.11.007"},{"key":"e_1_3_2_1_2_1","volume-title":"Mems accelerometers","author":"Andreja\u0161ic Matej","unstructured":"Matej Andreja\u0161ic. 2008. Mems accelerometers. In University of Ljubljana. Faculty for mathematics and physics, Department of physics, Seminar, Vol.\u00a049."},{"key":"e_1_3_2_1_3_1","unstructured":"Davide Anguita Luca Ghelardoni Alessandro Ghio Luca Oneto Sandro Ridella 2012. The\u2019K\u2019in K-fold Cross Validation.. In ESANN. 441\u2013446."},{"key":"e_1_3_2_1_4_1","first-page":"1169","article-title":"Virtual reality and virtual reality system components. In Advanced materials research, Vol.\u00a0765","author":"Bamodu Oluleke","year":"2013","unstructured":"Oluleke Bamodu and Xu\u00a0Ming Ye. 2013. Virtual reality and virtual reality system components. In Advanced materials research, Vol.\u00a0765. Trans Tech Publ, 1169\u20131172.","journal-title":"Trans Tech Publ"},{"key":"e_1_3_2_1_5_1","volume-title":"Use of pedometers and accelerometers in clinical populations: validity and reliability issues. Physical therapy reviews 15, 3","author":"Bassett R","year":"2010","unstructured":"David\u00a0R Bassett and Dinesh John. 2010. Use of pedometers and accelerometers in clinical populations: validity and reliability issues. Physical therapy reviews 15, 3 (2010), 135\u2013142."},{"key":"e_1_3_2_1_6_1","unstructured":"Fl\u00e1via\u00a0Cristina Bernardini. 2006. Combina\u00e7\u00e3o de classificadores simb\u00f3licos utilizando medidas de regras de conhecimento e algoritmos gen\u00e9ticos. Ph.\u00a0D. Dissertation. Universidade de S\u00e3o Paulo."},{"key":"e_1_3_2_1_7_1","volume-title":"https:\/\/www.pluxbiosignals.com","author":"Biosignals Plux","year":"2023","unstructured":"Plux Biosignals. 2023. Electrocardiography (ECG) Sensor Data Sheet. (2023). https:\/\/www.pluxbiosignals.com"},{"key":"e_1_3_2_1_8_1","volume-title":"Getting Started: BITalino Electrodermal Activity (EDA) Sensor.","author":"Biosignals Plux","year":"2023","unstructured":"Plux Biosignals. 2023. Getting Started: BITalino Electrodermal Activity (EDA) Sensor. (2023). https:\/\/www.pluxbiosignals.com"},{"key":"e_1_3_2_1_9_1","volume-title":"https:\/\/www.pluxbiosignals.com","author":"Biosignals Plux","year":"2024","unstructured":"Plux Biosignals. 2024. BITalino (r)evolution Lab Guide. (2024). https:\/\/www.pluxbiosignals.com"},{"key":"e_1_3_2_1_10_1","volume-title":"Combined pitch and roll and cybersickness in a virtual environment. Aviation, space, and environmental medicine 80, 11","author":"Bonato Frederick","year":"2009","unstructured":"Frederick Bonato, Andrea Bubka, and Stephen Palmisano. 2009. Combined pitch and roll and cybersickness in a virtual environment. Aviation, space, and environmental medicine 80, 11 (2009), 941\u2013945."},{"key":"e_1_3_2_1_11_1","volume-title":"Inducing self-motion sensations in driving simulators using force-feedback and haptic motion. In 2017 IEEE Virtual Reality (VR)","author":"Bouyer Guillaume","unstructured":"Guillaume Bouyer, Amine Chellali, and Anatole L\u00e9cuyer. 2017. Inducing self-motion sensations in driving simulators using force-feedback and haptic motion. In 2017 IEEE Virtual Reality (VR). IEEE, 84\u201390."},{"key":"e_1_3_2_1_12_1","volume-title":"Rotation blurring: use of artificial blurring to reduce cybersickness in virtual reality first person shooters. arXiv preprint arXiv:1710.02599","author":"Budhiraja Pulkit","year":"2017","unstructured":"Pulkit Budhiraja, Mark\u00a0Roman Miller, Abhishek\u00a0K Modi, and David Forsyth. 2017. Rotation blurring: use of artificial blurring to reduce cybersickness in virtual reality first person shooters. arXiv preprint arXiv:1710.02599 (2017)."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/jcde\/qwab010"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.37418\/amsj.9.10.53"},{"key":"e_1_3_2_1_15_1","volume-title":"Applications of symbolic machine learning to ecological modelling. Ecological modelling 146, 1-3","author":"D\u017eeroski Sa\u0161o","year":"2001","unstructured":"Sa\u0161o D\u017eeroski. 2001. Applications of symbolic machine learning to ecological modelling. Ecological modelling 146, 1-3 (2001), 263\u2013273."},{"key":"e_1_3_2_1_16_1","volume-title":"Thrill vs. Cybersickness: A study on camera settings","author":"Fomenko Ivan","unstructured":"Ivan Fomenko and Taninwat Kaewpankan. 2022. Thrill vs. Cybersickness: A study on camera settings\u2019 impact on immersion and cybersickness in VR Racing Games."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.20870\/IJVR.2019.19.1.2907"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR52148.2021.00017"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISMAR50242.2020.00066"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3659594"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"J. Jerald. 2015. The VR book: Human-centered design for virtual reality. Accessed on 7 September 2023.","DOI":"10.1145\/2792790"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3067773"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/VRAIS.1995.512477"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2022.03.006"},{"key":"e_1_3_2_1_25_1","volume-title":"Proceedings of the 28th International Conference on Machine Learning (ICML-11)","author":"Kotlowski Wojciech","year":"2011","unstructured":"Wojciech Kotlowski, Krzysztof\u00a0J Dembczynski, and Eyke Huellermeier. 2011. Bipartite ranking through minimization of univariate loss. In Proceedings of the 28th International Conference on Machine Learning (ICML-11). Citeseer, 1113\u20131120."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2019.00342"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10055-021-00517-2"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/333329.333344"},{"key":"e_1_3_2_1_29_1","volume-title":"MEMS and NEMS: systems, devices, and structures","author":"Lyshevski Sergey\u00a0Edward","unstructured":"Sergey\u00a0Edward Lyshevski. 2018. MEMS and NEMS: systems, devices, and structures. CRC press."},{"key":"e_1_3_2_1_30_1","volume-title":"Indu\u00e7\u00e3o de regras e \u00e1rvores de decis\u00e3o. Sistemas Inteligentes-fundamentos e aplica\u00e7\u00f5es 1","author":"Monard Maria\u00a0Carolina","year":"2003","unstructured":"Maria\u00a0Carolina Monard and Jos\u00e9\u00a0Augusto Baranauskas. 2003. Indu\u00e7\u00e3o de regras e \u00e1rvores de decis\u00e3o. Sistemas Inteligentes-fundamentos e aplica\u00e7\u00f5es 1 (2003), 115\u2013139."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i11.26571"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22041314"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.23919\/ELECO47770.2019.8990557"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2021.100473"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/SVR51698.2020.00035"},{"key":"e_1_3_2_1_36_1","unstructured":"Thiago\u00a0Malheiros Porcino. 2021. Cybersickness Analysis Using Symbolic Machine Learning Algorithms. Ph.\u00a0D. Dissertation. Universidade Federal Fluminense - UFF Niter\u00f3i-RJ Brasil."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42486-022-00103-8"},{"key":"e_1_3_2_1_38_1","volume-title":"Motion sickness","author":"Reason T","unstructured":"James\u00a0T Reason and Joseph\u00a0John Brand. 1975. Motion sickness.Academic press."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2021.635661"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-25465-X_15"},{"key":"e_1_3_2_1_41_1","volume-title":"Factors associated with virtual reality sickness in head-mounted displays: a systematic review and meta-analysis. Frontiers in human neuroscience 14","author":"Saredakis Dimitrios","year":"2020","unstructured":"Dimitrios Saredakis, Ancret Szpak, Brandon Birckhead, Hannah\u00a0AD Keage, Albert Rizzo, and Tobias Loetscher. 2020. Factors associated with virtual reality sickness in head-mounted displays: a systematic review and meta-analysis. Frontiers in human neuroscience 14 (2020), 96."},{"key":"e_1_3_2_1_42_1","volume-title":"A prediction scheme of tropical cyclone frequency based on lasso and random forest. Theoretical and applied climatology 133","author":"Tan Jinkai","year":"2018","unstructured":"Jinkai Tan, Hexiang Liu, Mengya Li, and Jun Wang. 2018. A prediction scheme of tropical cyclone frequency based on lasso and random forest. Theoretical and applied climatology 133 (2018), 973\u2013983."},{"key":"e_1_3_2_1_43_1","unstructured":"Nana Tian and Ronan Boulic. [n. d.]. Who says you are so sick? An investigation on individual susceptibility to cybersickness triggers using EEG EGG and ECG. ([n. d.])."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1002\/cyto.a.23089"},{"key":"e_1_3_2_1_45_1","volume-title":"Introduction to virtual reality","author":"Vince John","unstructured":"John Vince. 2004. Introduction to virtual reality. Springer Science & Business Media."},{"key":"e_1_3_2_1_46_1","volume-title":"An improved random forest-based computational model for predicting novel miRNA-disease associations. BMC bioinformatics 20","author":"Yao Dengju","year":"2019","unstructured":"Dengju Yao, Xiaojuan Zhan, and Chee-Keong Kwoh. 2019. An improved random forest-based computational model for predicting novel miRNA-disease associations. BMC bioinformatics 20 (2019), 1\u201314."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2007.07.020"}],"event":{"name":"SVR 2024: Symposium on Virtual and Augmented Reality","location":"Manaus Brazil","acronym":"SVR 2024"},"container-title":["Symposium on Virtual and Augmented Reality"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691573.3691582","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3691573.3691582","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T16:57:37Z","timestamp":1756832257000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3691573.3691582"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,30]]},"references-count":47,"alternative-id":["10.1145\/3691573.3691582","10.1145\/3691573"],"URL":"https:\/\/doi.org\/10.1145\/3691573.3691582","relation":{},"subject":[],"published":{"date-parts":[[2024,9,30]]},"assertion":[{"value":"2024-09-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}