{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T16:49:51Z","timestamp":1776098991999,"version":"3.50.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NSERC Discovery"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Games"],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tg.2024.3402626","type":"journal-article","created":{"date-parts":[[2024,5,17]],"date-time":"2024-05-17T18:14:58Z","timestamp":1715969698000},"page":"793-806","source":"Crossref","is-referenced-by-count":6,"title":["AstroBug: Automatic Game Bug Detection Using Deep Learning"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5799-5975","authenticated-orcid":false,"given":"Elham","family":"Azizi","sequence":"first","affiliation":[{"name":"Faculty of Business and Information Technology, Ontario Tech University, Oshawa, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4966-8899","authenticated-orcid":false,"given":"Loutfouz","family":"Zaman","sequence":"additional","affiliation":[{"name":"Faculty of Business and Information Technology, Ontario Tech University, Oshawa, ON, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tg.2019.2947597"},{"key":"ref2","volume-title":"Andrew Rollings and Ernest Adams on Game Design","author":"Rollings","year":"2003"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tg.2020.3032796"},{"key":"ref4","article-title":"Learning to identify perceptual bugs in 3D video games","author":"Wilkins","year":"2022"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/cog47356.2020.9231552"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-012-1132-x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/cig.2018.8490442"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5555\/3001460.3001507"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1613\/jair.301"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CoG57401.2023.10333253"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CGIV.2009.51"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1152215.1152218"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/369637"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/INFRKM.2010.5466926"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.23919\/CISTI.2019.8760848"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MODELS.2015.7338274"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SBGAMES.2018.00015"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-023-10365-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3412452.3423570"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2022.111261"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-88106-1_5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SANER53432.2022.00047"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2019.8848091"},{"key":"ref26","article-title":"Gym retro","year":"2023"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aiide.v4i1.18697"},{"key":"ref28","first-page":"1","article-title":"Imitating playstyle with dynamic time warping imitation","volume-title":"Proc. 17th Int. Conf. Found. Digit. Games","author":"Ferguson","year":"2022"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICST53961.2022.00048"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-019-09733-6"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2019.8847989"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2018.8490363"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2022.3167728"},{"issue":"2","key":"ref34","first-page":"26","article-title":"A video game testing method utilizing deep learning","volume":"17","author":"Taesiri","year":"2022","journal-title":"CSI J. Comp. Sci. Eng."},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3524842.3528438"},{"key":"ref36","article-title":"Reddit - dive into anything","year":"2023"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aiide.v16i1.7409"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref39","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2015"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref42","first-page":"577","article-title":"Automated mobile apps testing from visual perspective","volume-title":"Proc. 29th ACM SIGSOFT Int. Symp. Softw. Testing Anal.","author":"Xue"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510625"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CoG47356.2020.9231700"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-0826-5_3"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CoG51982.2022.9893616"},{"key":"ref47","article-title":"FPS microgame","year":"2019"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1052"},{"key":"ref49","article-title":"Recurrent neural networks (RNNs): A gentle introduction and overview","author":"Schmidt","year":"2019"},{"key":"ref50","article-title":"Keras documentation: TimeDistributed layer","author":"Team","year":"2023"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59081-3_23"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref54","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2017"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.86"},{"key":"ref56","article-title":"Sklearn.Metrics.Homogeneity_score","year":"2023"},{"key":"ref57","article-title":"OpenHogwartshogwarts","year":"2023"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"}],"container-title":["IEEE Transactions on Games"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7782673\/10804819\/10533870.pdf?arnumber=10533870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T19:52:28Z","timestamp":1734551548000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10533870\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":57,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tg.2024.3402626","relation":{},"ISSN":["2475-1502","2475-1510"],"issn-type":[{"value":"2475-1502","type":"print"},{"value":"2475-1510","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}