{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T19:14:45Z","timestamp":1774725285363,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/tkde.2025.3538005","type":"journal-article","created":{"date-parts":[[2025,2,3]],"date-time":"2025-02-03T18:32:21Z","timestamp":1738607541000},"page":"2614-2625","source":"Crossref","is-referenced-by-count":4,"title":["Group-Aware Dynamic Graph Representation Learning for Next POI Recommendation"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5348-0680","authenticated-orcid":false,"given":"Ruichang","family":"Li","sequence":"first","affiliation":[{"name":"Beijing Key Lab of Intelligent Telecommunications Software and Multimedia, the School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4477-8020","authenticated-orcid":false,"given":"Xiangwu","family":"Meng","sequence":"additional","affiliation":[{"name":"Beijing Key Lab of Intelligent Telecommunications Software and Multimedia, the School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1805-8342","authenticated-orcid":false,"given":"Yujie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing Key Lab of Intelligent Telecommunications Software and Multimedia, the School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"ref2","first-page":"2605","article-title":"Where you like to go next: Successive point-of-interest recommendation","volume-title":"Proc. 23rd Int. Joint Conf. Artif. Intell.","author":"Cheng"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219823"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5353"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3007194"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403252"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301346"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3151618"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9986"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9994"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9971"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/324"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/458"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380170"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/445"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467132"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3464300"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3555374"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351034"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313488"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132919"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11257"},{"key":"ref25","article-title":"DynGEM: Deep embedding method for dynamic graphs","author":"Goyal","year":"2018"},{"key":"ref26","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-021-00961-9"},{"key":"ref28","first-page":"845","article-title":"STP-UDGAT: Spatial-temporal-preference user dimensional graph attention network for next POI recommendation","volume-title":"Proc. 29th ACM Int. Conf. Inf. Knowl. Manage.","author":"Lim"},{"key":"ref29","first-page":"1133","article-title":"Hierarchical multi-task graph recurrent network for next POI recommendation","volume-title":"Proc. 45th Int. ACM SIGIR Conf. Res. Develop. Info. Retrieval","author":"Lim"},{"issue":"70","key":"ref30","first-page":"1","article-title":"Representation learning for dynamic graphs: A survey","volume":"21","author":"Kazemi","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3379735"},{"key":"ref32","article-title":"Session-based recommendations with recurrent neural networks","author":"Hidasi","year":"2015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref34","first-page":"199","article-title":"Location-based and preference-aware recommendation using sparse geo-social networking data","volume-title":"Proc. 20th Int. Conf. Adv. Geographic Inf. Syst.","author":"Bao"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00144"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2019.2918310"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3002531"},{"issue":"1","key":"ref38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3430504","article-title":"DAN-SNR: A deep attentive network for social-aware next point-of-interest recommendation","volume":"21","author":"Huang","year":"2020","journal-title":"ACM Trans. Internet Technol."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482189"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/521"},{"key":"ref41","first-page":"1235","article-title":"Collaborative deep learning for recommender systems","volume-title":"Proc. 21th ACM SIGKDD Int. Conf. Knowl. Discov. Data Mining","author":"Wang"},{"issue":"2","key":"ref42","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3295499","article-title":"Spatiotemporal representation learning for translation-based POI recommendation","volume":"37","author":"Qian","year":"2019","journal-title":"ACM Trans. Inf. Syst."},{"key":"ref43","first-page":"1","article-title":"Deep graph library: Towards efficient and scalable deep learning on graphs","volume-title":"Proc. Int. Conf. Learn. Representations Workshop Representation Learn. Graphs Manifolds","author":"Wang"},{"key":"ref44","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Representations","author":"Kingma","year":"2015"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11604"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/10948402\/10870189.pdf?arnumber=10870189","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T03:24:40Z","timestamp":1743996280000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10870189\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":45,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2025.3538005","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}