{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T10:56:39Z","timestamp":1781693799606,"version":"3.54.5"},"reference-count":60,"publisher":"Informa UK Limited","issue":"7","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42571519"],"award-info":[{"award-number":["42571519"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42401545"],"award-info":[{"award-number":["42401545"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["KF2023ZD04-01"],"award-info":[{"award-number":["KF2023ZD04-01"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Geographical Information Science"],"published-print":{"date-parts":[[2026,7,3]]},"DOI":"10.1080\/13658816.2025.2596838","type":"journal-article","created":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T10:16:48Z","timestamp":1765793808000},"page":"2324-2357","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":0,"title":["Using knowledge graph embeddings and meta-path transformers for geographic context-aware predictions of\u00a0building functions"],"prefix":"10.1080","volume":"40","author":[{"given":"Pengxin","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1973-527X","authenticated-orcid":false,"given":"Min","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]},{"name":"Key Laboratory of Smart Earth","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-4967-3996","authenticated-orcid":false,"given":"Taiyang","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7530-9369","authenticated-orcid":false,"given":"Bo","family":"Kong","sequence":"additional","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2542-5246","authenticated-orcid":false,"given":"Huafei","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6581-9872","authenticated-orcid":false,"given":"Tinghua","family":"Ai","sequence":"additional","affiliation":[{"name":"School of Resource and Environmental Sciences, Wuhan University","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2025,12,15]]},"reference":[{"key":"e_1_3_5_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2021.103580"},{"key":"e_1_3_5_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs6021347"},{"key":"e_1_3_5_4_1","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume":"26","author":"Bordes A.","year":"2013","unstructured":"Bordes, A., et al., 2013. Translating embeddings for modeling multi-relational data. Advances in Neural Information Processing Systems, 26, 2787\u20132795.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_5_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3643806"},{"key":"e_1_3_5_6_1","doi-asserted-by":"publisher","DOI":"10.1080\/10095020.2023.2264342"},{"key":"e_1_3_5_7_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs12172805"},{"key":"e_1_3_5_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2005.11.016"},{"key":"e_1_3_5_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9050750"},{"key":"e_1_3_5_10_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2022.2046756"},{"key":"e_1_3_5_11_1","doi-asserted-by":"publisher","DOI":"10.1080\/10095020.2024.2337360"},{"key":"e_1_3_5_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.03.011"},{"key":"e_1_3_5_13_1","unstructured":"Google 2021. Open buildings. Accessed: Sep. 01 2024. [Online]. Available: https:\/\/sites.research.google\/open-buildings\/"},{"key":"e_1_3_5_14_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2024.2399142"},{"key":"e_1_3_5_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2021.112589"},{"key":"e_1_3_5_16_1","first-page":"1024","article-title":"Inductive representation learning on large graphs","volume":"31","author":"Hamilton W.L.","year":"2017","unstructured":"Hamilton, W.L., et al., 2017. Inductive representation learning on large graphs. Advances in Neural Information Processing Systems, 31, 1024\u20131034.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_5_17_1","volume-title":"Differential geometry, Lie groups, and symmetric spaces","author":"Helgason S.","year":"1979","unstructured":"Helgason, S., 1979. Differential geometry, Lie groups, and symmetric spaces. New York: Academic Press."},{"key":"e_1_3_5_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2025.106439"},{"key":"e_1_3_5_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cities.2022.104107"},{"key":"e_1_3_5_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447772"},{"key":"e_1_3_5_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.02.019"},{"key":"e_1_3_5_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3070843"},{"key":"e_1_3_5_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.02.006"},{"key":"e_1_3_5_24_1","first-page":"1","volume-title":"Proceedings of the 5th International Conference on Learning Representations (ICLR),","author":"Kipf T.N.","year":"2017","unstructured":"Kipf, T.N., and Welling, M., 2017. Semi-supervised classification with graph. In: Proceedings of the 5th International Conference on Learning Representations (ICLR), 1\u201314."},{"key":"e_1_3_5_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2024.102094"},{"key":"e_1_3_5_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2024.102129"},{"key":"e_1_3_5_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3076240"},{"key":"e_1_3_5_28_1","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume":"31","author":"Lundberg S.M.","year":"2017","unstructured":"Lundberg, S.M., and Lee, S.-I., 2017. A unified approach to interpreting model predictions. Advances in Neural Information Processing Systems, 31, 4768\u20134777.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_5_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467350"},{"key":"e_1_3_5_30_1","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12538"},{"key":"e_1_3_5_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3010055"},{"key":"e_1_3_5_32_1","unstructured":"Microsoft 2020. Uganda-Tanzania-building-footprints. Accessed: Sep. 01 2024. [Online]. Available: https:\/\/github.com\/microsoft\/UgandaTanzania-Building-Footprints"},{"key":"e_1_3_5_33_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs14194697"},{"key":"e_1_3_5_34_1","unstructured":"Ning Y. et al. 2023. UUKG: Unified urban knowledge graph dataset for urban spatiotemporal prediction. arXiv preprint arXiv:2306.11443"},{"key":"e_1_3_5_35_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2017.1325489"},{"key":"e_1_3_5_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2006.08.003"},{"key":"e_1_3_5_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10465-9"},{"key":"e_1_3_5_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3281548.3281559"},{"key":"e_1_3_5_39_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi13080285"},{"key":"e_1_3_5_40_1","first-page":"5998","article-title":"Attention is all you need","volume":"30","author":"Vaswani A.","year":"2017","unstructured":"Vaswani, A., et al., 2017. Attention is all you need. Advances in Neural Information Processing Systems, 30, 5998\u20136008.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_5_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2019.106549"},{"key":"e_1_3_5_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2024.104116"},{"key":"e_1_3_5_43_1","doi-asserted-by":"publisher","DOI":"10.1080\/10095020.2024.2403785"},{"key":"e_1_3_5_44_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi8040184"},{"key":"e_1_3_5_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615105"},{"key":"e_1_3_5_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2686422"},{"key":"e_1_3_5_47_1","doi-asserted-by":"publisher","DOI":"10.3390\/app12199900"},{"key":"e_1_3_5_48_1","first-page":"1","article-title":"An urban building use identification framework based on integrated remote sensing and social sensing data with spatial constraints","author":"Xie Z.","year":"2024","unstructured":"Xie, Z., et al., 2024. An urban building use identification framework based on integrated remote sensing and social sensing data with spatial constraints. Geo-Spatial Information Science, 1\u201325.","journal-title":"Geo-Spatial Information Science"},{"key":"e_1_3_5_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2018.06.005"},{"key":"e_1_3_5_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2023.105049"},{"key":"e_1_3_5_51_1","doi-asserted-by":"publisher","DOI":"10.1111\/tgis.12547"},{"key":"e_1_3_5_52_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.02.010"},{"key":"e_1_3_5_53_1","unstructured":"Yang B. et al. 2015. Embedding entities and relations for learning and inference in knowledge bases. arXiv preprint arXiv:1412.6575."},{"key":"e_1_3_5_54_1","volume-title":"Segmentation of urban areas using road networks","author":"Yuan N.","year":"2012","unstructured":"Yuan, N., 2012. Segmentation of urban areas using road networks. Microsoft, Albuquerque, NM, USA, Tech. Rep. MSR-TR-2012-65."},{"key":"e_1_3_5_55_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi11120625"},{"key":"e_1_3_5_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2022.104349"},{"key":"e_1_3_5_57_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"e_1_3_5_58_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2021.1962527"},{"key":"e_1_3_5_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2024.105498"},{"key":"e_1_3_5_60_1","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2024.2306167"},{"key":"e_1_3_5_61_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi8060247"}],"container-title":["International Journal of Geographical Information Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/13658816.2025.2596838","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T10:32:38Z","timestamp":1781692358000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/13658816.2025.2596838"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":60,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2026,7,3]]}},"alternative-id":["10.1080\/13658816.2025.2596838"],"URL":"https:\/\/doi.org\/10.1080\/13658816.2025.2596838","relation":{},"ISSN":["1365-8816","1362-3087"],"issn-type":[{"value":"1365-8816","type":"print"},{"value":"1362-3087","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,15]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tgis20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tgis20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2025-05-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-11-24","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-11-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-12-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}