{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T03:30:03Z","timestamp":1782185403147,"version":"3.54.5"},"reference-count":48,"publisher":"Elsevier BV","issue":"6","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61976158"],"award-info":[{"award-number":["61976158"]}],"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":["62376198"],"award-info":[{"award-number":["62376198"]}],"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":["KFJ-STS-QYZD-2021-21-001"],"award-info":[{"award-number":["KFJ-STS-QYZD-2021-21-001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004829","name":"Science and Technology Department of Sichuan Province","doi-asserted-by":"publisher","award":["2023YFS0424"],"award-info":[{"award-number":["2023YFS0424"]}],"id":[{"id":"10.13039\/501100004829","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017592","name":"Key Science and Technology Program of Shaanxi Province","doi-asserted-by":"publisher","award":["2023YFD0424"],"award-info":[{"award-number":["2023YFD0424"]}],"id":[{"id":"10.13039\/501100017592","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013315","name":"Chinese Academy of Sciences Science and Technology Service Network Initiative","doi-asserted-by":"publisher","award":["KFJ-STS-QYZD-2021-21-001"],"award-info":[{"award-number":["KFJ-STS-QYZD-2021-21-001"]}],"id":[{"id":"10.13039\/501100013315","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002855","name":"Ministry of Science and Technology of the People's Republic of China","doi-asserted-by":"publisher","award":["2022YFB3104700"],"award-info":[{"award-number":["2022YFB3104700"]}],"id":[{"id":"10.13039\/501100002855","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012406","name":"Organization Department of Sichuan Provincial Party Committee","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012406","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Information Processing & Management"],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1016\/j.ipm.2024.103866","type":"journal-article","created":{"date-parts":[[2024,8,23]],"date-time":"2024-08-23T11:40:52Z","timestamp":1724413252000},"page":"103866","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"title":["Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity"],"prefix":"10.1016","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4063-1469","authenticated-orcid":false,"given":"Yongqiang","family":"Peng","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8201-9631","authenticated-orcid":false,"given":"Xiaoliang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6588-1468","authenticated-orcid":false,"given":"Duoqian","family":"Miao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5087-8178","authenticated-orcid":false,"given":"Xiaolin","family":"Qin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xu","family":"Gu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2936-1400","authenticated-orcid":false,"given":"Peng","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.ipm.2024.103866_b1","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1016\/j.ins.2022.02.023","article-title":"MAUIL: multilevel attribute embedding for semisupervised user identity linkage","volume":"593","author":"Chen","year":"2022","journal-title":"Information Sciences"},{"key":"10.1016\/j.ipm.2024.103866_b2","article-title":"Ball*-tree: Efficient spatial indexing for constrained nearest-neighbor search in metric spaces","author":"Dolatshah","year":"2015","journal-title":"Computing Research Repository"},{"issue":"Part E","key":"10.1016\/j.ipm.2024.103866_b3","article-title":"E-commerce bookstore user alignment model based on multidimensional feature joint representation and implicit behavior compensation","volume":"238","author":"Duan","year":"2024","journal-title":"Expert Systems with Applications"},{"issue":"5","key":"10.1016\/j.ipm.2024.103866_b4","doi-asserted-by":"crossref","first-page":"2070","DOI":"10.1007\/s10618-023-00941-9","article-title":"Knowledge graph embedding methods for entity alignment: experimental review","volume":"37","author":"Fanourakis","year":"2023","journal-title":"Data Mining and Knowledge Discovery"},{"key":"10.1016\/j.ipm.2024.103866_b5","series-title":"Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"855","article-title":"node2vec: Scalable feature learning for networks","author":"Grover","year":"2016"},{"key":"10.1016\/j.ipm.2024.103866_b6","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/j.ins.2020.06.058","article-title":"Callback2Vec: Callback-aware hierarchical embedding for mobile application","volume":"542","author":"Guo","year":"2021","journal-title":"Information Sciences"},{"key":"10.1016\/j.ipm.2024.103866_b7","article-title":"Probabilistic latent semantic analysis","author":"Hofmann","year":"2013","journal-title":"Computing Research Repository"},{"issue":"1","key":"10.1016\/j.ipm.2024.103866_b8","doi-asserted-by":"crossref","first-page":"172","DOI":"10.3390\/e25010172","article-title":"A semantic-enhancement-based social network user-alignment algorithm","volume":"25","author":"Huang","year":"2023","journal-title":"Entropy"},{"key":"10.1016\/j.ipm.2024.103866_b9","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1016\/j.ins.2018.10.006","article-title":"Multi-co-training for document classification using various document representations: TF-IDF, LDA, and Doc2Vec","volume":"477","author":"Kim","year":"2019","journal-title":"Information Sciences"},{"issue":"3","key":"10.1016\/j.ipm.2024.103866_b10","doi-asserted-by":"crossref","first-page":"573","DOI":"10.3390\/math11030573","article-title":"An unsupervised rapid network alignment framework via network coarsening","volume":"11","author":"Lei","year":"2023","journal-title":"Mathematics"},{"issue":"15","key":"10.1016\/j.ipm.2024.103866_b11","doi-asserted-by":"crossref","first-page":"18189","DOI":"10.1007\/s10489-022-04393-4","article-title":"Dual-view graph neural network with gating mechanism for entity alignment","volume":"53","author":"Li","year":"2023","journal-title":"Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies"},{"key":"10.1016\/j.ipm.2024.103866_b12","series-title":"MC 2 :Unsupervised multiple social network alignment","first-page":"1151","author":"Li","year":"2019"},{"issue":"10","key":"10.1016\/j.ipm.2024.103866_b13","doi-asserted-by":"crossref","first-page":"10166","DOI":"10.1109\/TKDE.2023.3250245","article-title":"Semi-supervised variational user identity linkage via noise-aware self-learning","volume":"35","author":"Li","year":"2023","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/j.ipm.2024.103866_b14","series-title":"Web engineering - 23rd international conference, ICWE 2023, alicante, Spain, June 6-9, 2023, proceedings","first-page":"158","article-title":"User identity linkage via graph convolutional network across location-based social networks","volume":"Vol. 13893","author":"Li","year":"2023"},{"key":"10.1016\/j.ipm.2024.103866_b15","series-title":"Proceddings of the 30th ACM international conference on information and knowledge management, virtual event","first-page":"1008","article-title":"Unsupervised large-scale social network alignment via cross network embedding","author":"Liang","year":"2021"},{"issue":"1","key":"10.1016\/j.ipm.2024.103866_b16","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/s44196-023-00277-8","article-title":"Structural analysis of the evolution mechanism of online public opinion and its development stages based on machine learning and social network analysis","volume":"16","author":"Liu","year":"2023","journal-title":"International Journal of Computational Intelligence Systems"},{"key":"10.1016\/j.ipm.2024.103866_b17","series-title":"DegUIL: Degree-aware graph neural networks for long-tailed user identity linkage","author":"Long","year":"2023"},{"issue":"3","key":"10.1016\/j.ipm.2024.103866_b18","first-page":"33:1","article-title":"Deep learning-based dynamic user alignment in social networks","volume":"15","author":"Matrouk","year":"2023","journal-title":"The ACM Journal of Data and Information Quality"},{"key":"10.1016\/j.ipm.2024.103866_b19","series-title":"Proceddings of 1st international conference on learning representations","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"10.1016\/j.ipm.2024.103866_b20","series-title":"Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"1775","article-title":"User identity linkage by latent user space modelling","author":"Mu","year":"2016"},{"issue":"2","key":"10.1016\/j.ipm.2024.103866_b21","doi-asserted-by":"crossref","first-page":"314","DOI":"10.1093\/jigpal\/jzac021","article-title":"Entity alignment via summary and attribute embeddings","volume":"31","author":"Munne","year":"2023","journal-title":"Logic Journal of the IGPL"},{"key":"10.1016\/j.ipm.2024.103866_b22","series-title":"Web intelligence, first international atlantic web intelligence conference, AWIC 2003, madrid, Spain, May 5-6, 2003, proceedings","first-page":"155","article-title":"Conceptual user tracking","volume":"Vol. 2663","author":"Oberle","year":"2003"},{"key":"10.1016\/j.ipm.2024.103866_b23","first-page":"13027","article-title":"Grad-align: Gradual network alignment via graph neural networks (student abstract)","author":"Park","year":"2022"},{"key":"10.1016\/j.ipm.2024.103866_b24","series-title":"Proceedings of the 31st ACM international conference on information & knowledge management, atlanta","first-page":"4374","article-title":"GradAlign+: Empowering gradual network alignment using attribute augmentation","author":"Park","year":"2022"},{"key":"10.1016\/j.ipm.2024.103866_b25","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1016\/bs.adcom.2021.10.002","article-title":"Chapter seven - MapReduce based convolutional graph neural networks: A comprehensive review","volume":"128","author":"Patnaik","year":"2023","journal-title":"Advanced Computing"},{"issue":"7","key":"10.1016\/j.ipm.2024.103866_b26","doi-asserted-by":"crossref","first-page":"7455","DOI":"10.1007\/s10489-022-03916-3","article-title":"A multiscale convolutional gragh network using only structural information for entity alignment","volume":"53","author":"Qi","year":"2023","journal-title":"Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies"},{"key":"10.1016\/j.ipm.2024.103866_b27","series-title":"Proceedings of the 31st ACM international conference on information & knowledge management","first-page":"1685","article-title":"Cross-network social user embedding with hybrid differential privacy guarantees","author":"Ren","year":"2022"},{"key":"10.1016\/j.ipm.2024.103866_b28","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1016\/j.neucom.2022.10.027","article-title":"AsyLink: user identity linkage from text to geo-location via sparse labeled data","volume":"515","author":"Shao","year":"2023","journal-title":"Neurocomputing"},{"issue":"1","key":"10.1016\/j.ipm.2024.103866_b29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/IJITWE.304050","article-title":"Social network analysis for precise friend suggestion for Twitter by associating multiple networks using ML","volume":"17","author":"Singh","year":"2022","journal-title":"International Journal of Information Technology and Web Engineering"},{"issue":"3","key":"10.1016\/j.ipm.2024.103866_b30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3580509","article-title":"GroupAligner: a deep reinforcement learning with domain adaptation for social group alignment","volume":"17","author":"Sun","year":"2023","journal-title":"ACM Transactions on the Web"},{"issue":"6","key":"10.1016\/j.ipm.2024.103866_b31","first-page":"5597","article-title":"Aligning dynamic social networks: An optimization over dynamic graph autoencoder","volume":"35","author":"Sun","year":"2022","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"4","key":"10.1016\/j.ipm.2024.103866_b32","doi-asserted-by":"crossref","DOI":"10.1007\/s11704-023-2542-x","article-title":"Semantic-aware entity alignment for low resource language knowledge graph","volume":"18","author":"Tang","year":"2024","journal-title":"Frontiers of Computer Science"},{"issue":"1","key":"10.1016\/j.ipm.2024.103866_b33","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/0304-3975(92)90143-4","article-title":"Approximate string matching with q-grams and maximal matches","volume":"92","author":"Ukkonen","year":"1992","journal-title":"Theoretical Computer Science"},{"key":"10.1016\/j.ipm.2024.103866_b34","doi-asserted-by":"crossref","DOI":"10.1016\/j.knosys.2022.109116","article-title":"Network alignment enhanced via modeling heterogeneity of anchor nodes","volume":"250","author":"Wang","year":"2022","journal-title":"Knowledge-Based Systems"},{"key":"10.1016\/j.ipm.2024.103866_b35","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.120258","article-title":"A heterogeneous E-commerce user alignment model based on data enhancement and data representation","volume":"228","author":"Wei","year":"2023","journal-title":"Expert Systems with Applications"},{"key":"10.1016\/j.ipm.2024.103866_b36","series-title":"Proceedings of the twenty-sixth international joint conference on artificial intelligence","first-page":"4207","article-title":"A correlated topic model using word embeddings","author":"Xun","year":"2017"},{"key":"10.1016\/j.ipm.2024.103866_b37","doi-asserted-by":"crossref","unstructured":"Yan, Y., Zhang, S., & Tong, H. (2021). Bright: A bridging algorithm for network alignment. In Proceedings of the web conference 2021 (pp. 3907\u20133917).","DOI":"10.1145\/3442381.3450053"},{"issue":"24","key":"10.1016\/j.ipm.2024.103866_b38","doi-asserted-by":"crossref","first-page":"12709","DOI":"10.3390\/app122412709","article-title":"JARUA: Joint embedding of attributes and relations for user alignment across social networks","volume":"12","author":"Yang","year":"2022","journal-title":"Applied Sciences"},{"key":"10.1016\/j.ipm.2024.103866_b39","series-title":"IEEE international conference on systems, man, and cybernetics, SMC 2018, Miyazaki, Japan, October 7-10, 2018","first-page":"415","article-title":"Autoencoder and its various variants","author":"Zhai","year":"2018"},{"issue":"9","key":"10.1016\/j.ipm.2024.103866_b40","doi-asserted-by":"crossref","first-page":"1680","DOI":"10.1109\/TKDE.2018.2866440","article-title":"Attributed network alignment: Problem definitions and fast solutions","volume":"31","author":"Zhang","year":"2018","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/j.ipm.2024.103866_b41","doi-asserted-by":"crossref","unstructured":"Zhang, S., Tong, H., Jin, L., Xia, Y., & Guo, Y. (2021). Balancing consistency and disparity in network alignment. In Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data mining (pp. 2212\u20132222).","DOI":"10.1145\/3447548.3467331"},{"key":"10.1016\/j.ipm.2024.103866_b42","series-title":"Proceddings of the 20th ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"1286","article-title":"Meta-path based multi-network collective link prediction","author":"Zhang","year":"2014"},{"key":"10.1016\/j.ipm.2024.103866_b43","series-title":"WWW \u201920: the web conference 2020, Taipei, Taiwan, April 20-24, 2020","first-page":"508","article-title":"Deep adversarial completion for sparse heterogeneous information network embedding","author":"Zhao","year":"2020"},{"key":"10.1016\/j.ipm.2024.103866_b44","doi-asserted-by":"crossref","unstructured":"Zhao, C., Zhao, H., He, M., Zhang, J., & Fan, J. Cross-domain recommendation via user interest alignment. In Proceedings of the ACM web conference (pp. 887\u2013896). http:\/\/dx.doi.org\/10.1145\/3543507.3583263.","DOI":"10.1145\/3543507.3583263"},{"key":"10.1016\/j.ipm.2024.103866_b45","series-title":"Advances in knowledge discovery and data mining - 24th Pacific-Asia conference, PAKDD 2020, Singapore, May 11-14, 2020, proceedings, part I","first-page":"385","article-title":"Retrofitting embeddings for unsupervised user identity linkage","volume":"Vol. 2084","author":"Zhou","year":"2020"},{"issue":"3","key":"10.1016\/j.ipm.2024.103866_b46","doi-asserted-by":"crossref","first-page":"50:1","DOI":"10.1145\/3477050","article-title":"Unsupervised adversarial network alignment with reinforcement learning","volume":"16","author":"Zhou","year":"2022","journal-title":"ACM Transactions on Knowledge Discovery from Data"},{"key":"10.1016\/j.ipm.2024.103866_b47","series-title":"IEEE global communications conference, GLOBECOM 2020, virtual event, Taiwan, December 7-11, 2020","first-page":"1","article-title":"Unsupervised user identity linkage via graph neural networks","author":"Zhou","year":"2020"},{"issue":"6","key":"10.1016\/j.ipm.2024.103866_b48","doi-asserted-by":"crossref","first-page":"6159","DOI":"10.1007\/s10489-022-03797-6","article-title":"Cross-lingual knowledge graph entity alignment based on relation awareness and attribute involvement","volume":"53","author":"Zhu","year":"2023","journal-title":"Applied Intelligence: The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies"}],"container-title":["Information Processing & Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0306457324002255?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0306457324002255?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T13:55:45Z","timestamp":1777557345000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0306457324002255"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":48,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2024,11]]}},"alternative-id":["S0306457324002255"],"URL":"https:\/\/doi.org\/10.1016\/j.ipm.2024.103866","relation":{},"ISSN":["0306-4573"],"issn-type":[{"value":"0306-4573","type":"print"}],"subject":[],"published":{"date-parts":[[2024,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Multi-granularity attribute similarity model for user alignment across social platforms under pre-aligned data sparsity","name":"articletitle","label":"Article Title"},{"value":"Information Processing & Management","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ipm.2024.103866","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"103866"}}