{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:58:20Z","timestamp":1760597900157,"version":"3.37.3"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100012543","name":"Shanghai Science and Technology Development Foundation","doi-asserted-by":"publisher","award":["No. 16JC1400801"],"award-info":[{"award-number":["No. 16JC1400801"]}],"id":[{"id":"10.13039\/100012543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["No.91546105","No.U1636207"],"award-info":[{"award-number":["No.91546105","No.U1636207"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CSR-1815619","IIS-1718310","MRI-1626236"],"award-info":[{"award-number":["CSR-1815619","IIS-1718310","MRI-1626236"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/tkde.2019.2940459","type":"journal-article","created":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T06:18:57Z","timestamp":1568182737000},"page":"1-1","source":"Crossref","is-referenced-by-count":3,"title":["IGE+: A Framework for Learning Node Embeddings in Interaction Graphs"],"prefix":"10.1109","author":[{"given":"Yao","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangnan","family":"Kong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuang","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yangyong","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"ref38","first-page":"2640","article-title":"Rating-boosted latent topics: Understanding users and items with ratings and reviews","author":"tan","year":"2016","journal-title":"Proc 25th Int Joint Conf Artif Intell"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Sci"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3191526"},{"key":"ref30","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Proc 26th Int Conf Neural Inf Process Syst"},{"key":"ref37","first-page":"1017","article-title":"Generating text with recurrent neural networks","author":"sutskever","year":"2011","journal-title":"Proc 28th Int Conf Int Conf Mach Learn"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1155\/2009\/421425"},{"key":"ref35","first-page":"583","article-title":"Cluster ensembles—a knowledge reuse framework for combining multiple partitions","volume":"3","author":"strehl","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"ref28","first-page":"442","article-title":"Training and evaluating multimodal word embeddings with large-scale web annotated images","author":"mao","year":"2016","journal-title":"Proc 26th Int Conf Neural Inf Process Syst"},{"key":"ref27","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref29","article-title":"Efficient estimation of word representations in vector space","author":"mikolov","year":"2013","journal-title":"Proc 1st Int Conf Learn Rep"},{"key":"ref2","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","author":"belkin","year":"2001","journal-title":"Proc 14th Int Conf Neural Inf Process Syst Natural Synthetic"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-014-0365-y"},{"key":"ref20","first-page":"2348","article-title":"A multiplicative model for learning distributed text-based attribute representations","author":"kiros","year":"2014","journal-title":"Proc 26th Int Conf Neural Inf Process Syst"},{"key":"ref22","first-page":"1188","article-title":"Distributed representations of sentences and documents","author":"le","year":"2014","journal-title":"Proc 31st Int Conf Int Conf Mach Learn"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/N15-1016"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219953"},{"key":"ref23","first-page":"2181","article-title":"Learning entity and relation embeddings for knowledge graph completion","author":"lin","year":"2015","journal-title":"Proc 29th AAAI Conf Artif Intell"},{"key":"ref26","first-page":"2355","article-title":"Distance-aware dag embedding for proximity search on heterogeneous graphs","author":"liu","year":"2018","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186073"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3289600.3290975"},{"key":"ref51","first-page":"2986","article-title":"Collaborative multi-level embedding learning from reviews for rating prediction","author":"zhang","year":"2016","journal-title":"Proc 25th Int Joint Conf Artif Intell"},{"key":"ref52","first-page":"571","article-title":"Dynamic network embedding by modeling triadic closure process","author":"zhou","year":"2018","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref11","first-page":"1","article-title":"A synopsis of linguistic theory, 1930–1955","volume":"1952 59","author":"firth","year":"1957","journal-title":"Studies in Linguistic Analysis"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"ref12","first-page":"315","article-title":"Deep sparse rectifier neural networks","author":"glorot","year":"2011","journal-title":"Proc 14th Int Conf Artif Intell Statistics"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2733530"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271761"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186117"},{"key":"ref18","article-title":"ADAM: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc 3rd Int Conf Learn Rep"},{"key":"ref19","first-page":"595","article-title":"Multimodal neural language models","author":"kiros","year":"2014","journal-title":"Proc 31st Int Conf Int Conf Mach Learn"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref3","first-page":"2787","article-title":"Translating embeddings for modeling multi- relational data","author":"bordes","year":"2013","journal-title":"Proc 26th Int Conf Neural Inf Process Syst"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098106"},{"key":"ref5","first-page":"1396","article-title":"Entity embedding-based anomaly detection for heterogeneous categorical events","author":"chen","year":"2016","journal-title":"Proc 25th Int Joint Conf Artif Intell"},{"key":"ref8","article-title":"Deep coevolutionary network: Embedding user and item features for recommendation","author":"dai","year":"2016","journal-title":"arXiv 1609 03675"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1201\/9780367801700"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098036"},{"key":"ref46","first-page":"1112","article-title":"Knowledge graph embedding by translating on hyperplanes","author":"wang","year":"2014","journal-title":"Proc 28th AAAI Conf Artif Intell"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132905"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/467"},{"key":"ref47","first-page":"2111","article-title":"Network representation learning with rich text information","author":"yang","year":"2015","journal-title":"Proc 24th Int Conf Artif Intell"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Sci"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553505"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020480"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1158"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/4358933\/08827965.pdf?arnumber=8827965","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:49:04Z","timestamp":1649443744000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8827965\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/tkde.2019.2940459","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"type":"print","value":"1041-4347"},{"type":"electronic","value":"1558-2191"},{"type":"electronic","value":"2326-3865"}],"subject":[],"published":{"date-parts":[[2019]]}}}