{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:33:19Z","timestamp":1787013199686,"version":"build-2736575974"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["3102019-DX1004"],"award-info":[{"award-number":["3102019-DX1004"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2018YFB1003400"],"award-info":[{"award-number":["2018YFB1003400"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672432"],"award-info":[{"award-number":["61672432"]}],"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":["61732014"],"award-info":[{"award-number":["61732014"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Basic Research Plan in Shaanxi Province of China","award":["2018JM6086"],"award-info":[{"award-number":["2018JM6086"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2022,4,1]]},"DOI":"10.1109\/tkde.2020.3006142","type":"journal-article","created":{"date-parts":[[2020,6,30]],"date-time":"2020-06-30T17:02:56Z","timestamp":1593536576000},"page":"1803-1814","source":"Crossref","is-referenced-by-count":10,"title":["Gradual Machine Learning for Entity Resolution"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5025-4787","authenticated-orcid":false,"given":"Boyi","family":"Hou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9556-755X","authenticated-orcid":false,"given":"Qun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3949-707X","authenticated-orcid":false,"given":"Yanyan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Youcef","family":"Nafa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhanhuai","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2005.853276"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.14778\/2732967.2732975"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807252"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339707"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553380"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2003.1234765"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007379606734"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915252"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.626"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1006\/jmva.1994.1011"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3380572"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-01581-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401913"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-31164-2","volume-title":"Data Matching - Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection","author":"Christen","year":"2012"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2749431"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(00)00070-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.14778\/1687627.1687674"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1969.10501049"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.14778\/2876473.2876474"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2911833"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3314121"},{"key":"ref23","article-title":"Gradual machine learning for entity resolution (technical report)","author":"Hou","year":"2020"},{"key":"ref24","first-page":"200","article-title":"Transductive inference for text classification using support vector machines","volume-title":"Proc. 16th Int. Conf. Mach. Learn.","author":"Joachims"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/oxfordjournals.pan.a004868"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.830991"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.32"},{"key":"ref28","first-page":"1189","article-title":"Self-paced learning for latent variable models","volume-title":"Proc. 24th Annu. Conf. Neural Inf. Process. Syst.","author":"Kumar"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2535242"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2320713"},{"key":"ref31","first-page":"33","article-title":"Co-training and self-training for word sense disambiguation","volume-title":"Proc. 8th Conf. Comput. Natural Lang. Learn.","author":"Mihalcea"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2017.8202206"},{"key":"ref33","first-page":"267","article-title":"The field matching problem: Algorithms and applications","volume-title":"Proc. 2nd Int. Conf. Knowl. Discovery Data Mining","author":"Monge"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.14778\/2735471.2735474"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3196926"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3056442"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775087"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/bf00116895"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1515\/9780691214696"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3058739"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.65"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3035931"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2723739"},{"key":"ref47","article-title":"Gradual machine learning for aspect-level sentiment analysis","author":"Wang","year":"2019"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.43"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.14778\/3275536.3275541"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-5779-3"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.14778\/3007263.3007284"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-020-00123-3"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s41019-017-0040-6"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/9729922\/09130070.pdf?arnumber=9130070","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T17:27:08Z","timestamp":1704821228000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9130070\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,1]]},"references-count":53,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2020.3006142","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":[[2022,4,1]]}}}