{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T15:51:32Z","timestamp":1778860292592,"version":"3.51.4"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2024M754233"],"award-info":[{"award-number":["2024M754233"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sichuan Science and Technology Program","award":["2024NSFSC1455"],"award-info":[{"award-number":["2024NSFSC1455"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tcss.2025.3556073","type":"journal-article","created":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T14:06:15Z","timestamp":1744380375000},"page":"5460-5473","source":"Crossref","is-referenced-by-count":5,"title":["Multimodal Knowledge Graph Embedding With Self-Attention Graph Neural Network"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-5957-141X","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"first","affiliation":[{"name":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-0036-7781","authenticated-orcid":false,"given":"Tingting","family":"Liu","sequence":"additional","affiliation":[{"name":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-2892-5189","authenticated-orcid":false,"given":"Ziming","family":"Li","sequence":"additional","affiliation":[{"name":"National Key Laboratory of Electromagnetic Space Security, Jiaxing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5256-7135","authenticated-orcid":false,"given":"Yan","family":"Dai","sequence":"additional","affiliation":[{"name":"Southwest China Research Institute of Electronic Equipment, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4056-7455","authenticated-orcid":false,"given":"Xu","family":"Zhou","sequence":"additional","affiliation":[{"name":"Southwest China Research Institute of Electronic Equipment, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1067"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.136"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324921000395"},{"key":"ref4","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Proc. Adv. Neural Inf. Process. Syst. 26: 27th Annu. Conf. Neural Inf. Process. Syst.","author":"Bordes","year":"2013"},{"key":"ref5","first-page":"2866","article-title":"Knowledge representation learning with entities, attributes and relations","volume-title":"Proc. Twenty-Fifth Int. Joint Conf. Artif. Intell.","author":"Lin","year":"2016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3110898"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00126"},{"key":"ref8","first-page":"926","article-title":"Reasoning with neural tensor networks for knowledge base completion","volume-title":"Proc. Adv. Neural Inf. Process. Syst. 26: 27th Annu. Conf. Neural Inf. Process. Syst.","author":"Socher","year":"2013"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1358"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3055529"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013060"},{"key":"ref13","article-title":"Composition-based multi-relational graph convolutional networks","volume-title":"Proc. 8th Int. Conf. Learn. Representations","author":"Vashishth","year":"2020"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3444320"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111353"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3653021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1068"},{"key":"ref18","article-title":"KG-BERT: BERT for knowledge graph completion","author":"Yao","year":"2019","journal-title":"CoRR"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/438"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21348-0_30"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3545573"},{"key":"ref23","first-page":"372","article-title":"KBLRN: End-to-end learning of knowledge base representations with latent, relational, and numerical features","volume-title":"Proc. Thirty-4th Conf. Uncertainty Artif. Intell.","author":"Garc\u00eda-Dur\u00e1n","year":"2018"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1359"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351033"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3413736"},{"key":"ref27","first-page":"2071","article-title":"Complex embeddings for simple link prediction","volume-title":"Proc. 33nd Int. Conf. Mach. Learn.","author":"Trouillon","year":"2016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4324\/9780203786031-11"},{"key":"ref29","article-title":"Embedding entities and relations for learning and inference in knowledge bases","volume-title":"Proc. 3rd Int. Conf. Learn. Representations, ICLR","author":"Yang","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11573"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3005952"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105165"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2024.106944"},{"key":"ref34","first-page":"1024","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. Adv. Neural Inf. Process. Syst. 30: Annu. Conf. Neural Inf. Process. Syst.","author":"Hamilton","year":"2017"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482424"},{"key":"ref37","first-page":"3640","article-title":"Rectifier nonlinearities improve neural network acoustic models","volume-title":"Proc. 30nd Int. Conf. Mach. Learn.","author":"Maas","year":"2013"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/d19-1410"},{"key":"ref39","article-title":"Very deep convolutional networks for large-scale image recognition","volume-title":"Proc. 3rd Int. Conf. Learn. Representations","author":"Simonyan","year":"2015"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-76298-0_52"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242667"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2893920"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107188"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30493-5_52"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2022.07.014"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.108100"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9491"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/11272985\/10962444.pdf?arnumber=10962444","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:43:54Z","timestamp":1764787434000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10962444\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":47,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2025.3556073","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}