{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T16:32:04Z","timestamp":1784133124078,"version":"3.55.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Regional Innovation Strategy (RIS) through the National Research Foundation of Korea"},{"name":"Ministry of Education","award":["2021RIS-004"],"award-info":[{"award-number":["2021RIS-004"]}]},{"DOI":"10.13039\/501100002560","name":"Soonchunhyang University Research Fund","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002560","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3429559","type":"journal-article","created":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T17:23:03Z","timestamp":1721236983000},"page":"101971-101984","source":"Crossref","is-referenced-by-count":15,"title":["Prediction of Churning Game Users Based on Social Activity and Churn Graph Neural Networks"],"prefix":"10.1109","volume":"12","author":[{"given":"You-Jung","family":"Han","sequence":"first","affiliation":[{"name":"Department of Future Convergence Technology, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9524-5729","authenticated-orcid":false,"given":"Jihoon","family":"Moon","sequence":"additional","affiliation":[{"name":"Department of AI and Big Data, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8231-0018","authenticated-orcid":false,"given":"Jiyoung","family":"Woo","sequence":"additional","affiliation":[{"name":"Department of Future Convergence Technology, Soonchunhyang University, Asan, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MAS.2015.19"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-130625"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(03)00069-9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/PASSAT\/SocialCom.2011.122"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3341161.3345333"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CSE.2009.80"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3042657"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref9","article-title":"Churn prediction using customers implicit behavioral patterns and deep learning","author":"Tanveer","year":"2019"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449849"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2977407"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-022-00524-5"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2020.2992282"},{"issue":"11","key":"ref14","first-page":"1","article-title":"Predicting churn rate of the massively multiplayer online role-playing game (MMORPG) users by analyzing playing behavior","volume":"8","author":"Sin","year":"2019","journal-title":"Int. J. Sci. Technol. Res."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2019.8848033"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006052"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2018.2871215"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5626\/JOK.2018.45.11.1124"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5626\/KTCP.2018.24.5.220"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2017.8080412"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2014.6932875"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2018.2888863"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.5626\/KTCP.2018.24.9.433"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/app12062795"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2020.3024829"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59416-9_16"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2022.101940"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/tg.2022.3173399"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498468"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CoG51982.2022.9893595"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR56361.2022.9956457"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2021.3104319"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CoG52621.2021.9619130"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CoG47356.2020.9231585"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1609.02907"},{"key":"ref36","article-title":"Combining label propagation and simple models out-performs graph neural networks","author":"Huang","year":"2020","journal-title":"arXiv:2010.13993"},{"key":"ref37","volume-title":"Impacts of Two Social Systems on User Retention: The Case of Guild System and Friend System in MMORPG","author":"Hwang","year":"2023"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2018.02.010"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2018.05.007"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3341215.3354645"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10600684.pdf?arnumber=10600684","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,30]],"date-time":"2024-07-30T05:03:06Z","timestamp":1722315786000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10600684\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3429559","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}