{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T23:14:07Z","timestamp":1740179647148,"version":"3.37.3"},"reference-count":82,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/3.0\/legalcode"}],"funder":[{"name":"Qatar Computing Research Institute (QCRI)-MIT CSAIL research collaboration"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Games"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/tg.2018.2835776","type":"journal-article","created":{"date-parts":[[2018,5,15]],"date-time":"2018-05-15T20:55:42Z","timestamp":1526417742000},"page":"405-415","source":"Crossref","is-referenced-by-count":2,"title":["Identifying Regional Trends in Avatar Customization"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7821-1973","authenticated-orcid":false,"given":"Peter","family":"Mawhorter","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sercan","family":"Sengun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1418-0834","authenticated-orcid":false,"given":"Haewoon","family":"Kwak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D. Fox","family":"Harrell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"year":"2014","key":"ref73","article-title":"National Longitudinal Survey of Youth 1979 cohort"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2011.329"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.jecp.2012.12.002"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1089\/cpb.2006.9.772"},{"article-title":"Artificial intelligence's white guy problem","year":"2016","author":"crawford","key":"ref76"},{"key":"ref77","first-page":"41","article-title":"Quantifying and reducing stereotypes in word embeddings","author":"bolukbasi","year":"0","journal-title":"Proc ICML Workshop #Data4Good Machine Learning in Social Good Applications"},{"year":"2017","key":"ref74"},{"key":"ref39","first-page":"1","article-title":"Virtual humans and persuasion: The effects of agency and behavioral realism","volume":"10","author":"guadagno","year":"2007","journal-title":"Media Psychol"},{"article-title":"Survey: 57% of Tokyo high schools demand hair-color proof","year":"2017","author":"doi","key":"ref75"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"592","DOI":"10.1007\/978-3-540-30139-4_56","article-title":"Pedagogical agent design: The impact of agent realism, gender, ethnicity, and instructional role","volume":"3220","author":"baylor","year":"0","journal-title":"Proc Conf Intell Tutoring Syst"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.22230\/cjc.2009v34n1a2196"},{"year":"2014","key":"ref79"},{"key":"ref33","first-page":"12","article-title":"Revealing social identity phenomena in video games with archetypal analysis","author":"lim","year":"0","journal-title":"Proc 6th Int AISB Symp AI Games"},{"key":"ref32","first-page":"1","article-title":"Modeling player preferences in avatar customization using social network data: A case-study using virtual items in Team Fortress 2","author":"lim","year":"0","journal-title":"Proc IEEE Conf Comput Intell Games"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518877"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2011.08.015"},{"journal-title":"Digitizing Race Visual Cultures of the Internet","year":"2008","author":"nakamura","key":"ref37"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.4324\/9780203953365","author":"nakamura","year":"2002","journal-title":"Cybertypes Race ethnicity and identity on the Internet"},{"key":"ref35","first-page":"181","article-title":"Race in\/for cyberspace: Identity tourism and racial passing on the internet","volume":"13","author":"nakamura","year":"1995","journal-title":"Works and Days"},{"key":"ref34","first-page":"181","article-title":"Why do I fall for the elf, when I am no orc myself? The implications of virtual avatars in digital communication","volume":"27","author":"?eng\u00fcn","year":"2015","journal-title":"Comunica&#x00E7;&#x00E3;o e Sociedade"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.453"},{"article-title":"Keras","year":"2015","author":"chollet","key":"ref62"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2007.55"},{"article-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","year":"2015","author":"abadi","key":"ref63"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2892281"},{"article-title":"Building powerful image classification models using very little data","year":"2016","author":"chollet","key":"ref64"},{"key":"ref27","first-page":"305","article-title":"Exploring the effects of dynamic avatars on performance and engagement in educational games","author":"kao","year":"0","journal-title":"Proc Games+Learning+Society"},{"article-title":"Building autoencoders in Keras","year":"2016","author":"chollet","key":"ref65"},{"key":"ref66","doi-asserted-by":"crossref","first-page":"240","DOI":"10.1098\/rspl.1895.0041","article-title":"Note on regression and inheritance in the case of two parents","volume":"58","author":"pearson","year":"1895","journal-title":"Roy Soc London"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1177\/0093650215570652"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.2307\/2332010"},{"key":"ref68","first-page":"65","article-title":"A simple sequentially rejective multiple test procedure","volume":"6","author":"holm","year":"1979","journal-title":"Scandinavian J Stat"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1037\/0033-2909.128.1.3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3098342"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5900\/SU_9781906897161_2012.17(2)_74"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1091\/mbc.e17-05-0333"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1023\/A:1004763519135"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2013.12.026"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3059454.3059456"},{"article-title":"Identifying illicit graphic in the online community using the neural network framework","year":"2017","author":"ezpeleta","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2015.7317959"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/0093650208330254"},{"key":"ref50","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/6352.001.0001","author":"bowker","year":"1999","journal-title":"Sorting Things Out Classification and Its Consequences"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/1640233.1640244"},{"key":"ref59","first-page":"51","article-title":"Data structures for statistical computing in Python","author":"mckinney","year":"0","journal-title":"Proc 9th Python in Science Conf"},{"year":"1999","key":"ref58","article-title":"ImageMagick open-source image processing toolkit"},{"article-title":"Super Mario Maker is pretty damn popular","year":"2016","author":"hillier","key":"ref57"},{"year":"2017","key":"ref56","article-title":"Top 100 countries by game revenues"},{"year":"2015","key":"ref55","article-title":"Miiverse Super Mario Maker community"},{"article-title":"Miitomo tops iOS chart in the US and hits three million global downloads","year":"2016","author":"whitehead","key":"ref54"},{"article-title":"Miitomo reaches 1 million users in Japan","year":"2016","author":"strom","key":"ref53"},{"article-title":"Toward a theory of critical computing: The case of social identity representation in digital media applications","year":"2010","author":"harrell","key":"ref52"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(82)90024-3"},{"key":"ref11","first-page":"396","article-title":"Handwritten digit recognition with a back-propagation network","author":"lecun","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.intcom.2007.02.003"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0042-6989(97)00169-7"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref14","first-page":"1137","article-title":"Efficient learning of sparse representations with an energy-based model","author":"ranzato","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1201\/b18737-91"},{"key":"ref16","first-page":"315","article-title":"Deep sparse rectifier neural networks","author":"glorot","year":"0","journal-title":"Proc 14th Int Conf Artificial Intell"},{"key":"ref81","first-page":"220","article-title":"Cuties in Japan","author":"kinsella","year":"0","journal-title":"Women Media and Consumption in Japan"},{"key":"ref17","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"duchi","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390294"},{"key":"ref19","first-page":"170","article-title":"Outlier detection using replicator neural networks","author":"hawkins","year":"2002","journal-title":"Proc Int Conf Knowl Disc Data Mining"},{"year":"2011","key":"ref80","article-title":"How to make scary halloween Mii (black monster)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2010.09.022"},{"year":"2017","key":"ref3"},{"key":"ref6","article-title":"User descriptions and interpretations of self-presentation through Facebook profile images","volume":"2","author":"strano","year":"2008","journal-title":"Cyberpsychology Journal of Psychosocial Research on Cyberspace"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CGames.2013.6632611"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.02.014"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.7208\/chicago\/9780226471013.001.0001"},{"key":"ref9","first-page":"214","article-title":"Automatic formation of topological maps of patterns in a self-organizing system","author":"kohonen","year":"1981","journal-title":"Proc 2nd Scand Conf Image Anal"},{"key":"ref46","first-page":"183","article-title":"Presenting identity in a virtual world through avatar appearances","author":"neustaedter","year":"0","journal-title":"Proc Graph Interface"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1080\/10749039409524667"},{"key":"ref48","volume":"1","author":"rosch","year":"1978","journal-title":"Cognition and Categorization"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/0010-0285(73)90017-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1071\/HE10189"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/j.2168-9830.2010.tb01040.x"},{"key":"ref44","first-page":"3","article-title":"Social identity theory","author":"hogg","year":"0","journal-title":"Understanding Peace and Conflict Through Social Identity Theory"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.71.1.83"}],"container-title":["IEEE Transactions on Games"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7782673\/8939303\/08359320.pdf?arnumber=8359320","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,6]],"date-time":"2024-07-06T20:07:21Z","timestamp":1720296441000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8359320\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":82,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tg.2018.2835776","relation":{},"ISSN":["2475-1502","2475-1510"],"issn-type":[{"type":"print","value":"2475-1502"},{"type":"electronic","value":"2475-1510"}],"subject":[],"published":{"date-parts":[[2019,12]]}}}