{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T07:57:53Z","timestamp":1778313473702,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61977003"],"award-info":[{"award-number":["61977003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"State Key Laboratory of Complex and Critical Software Environment","award":["CCSE-2024ZX-16"],"award-info":[{"award-number":["CCSE-2024ZX-16"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tcss.2024.3379903","type":"journal-article","created":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T17:55:22Z","timestamp":1717091722000},"page":"6320-6332","source":"Crossref","is-referenced-by-count":7,"title":["Causal Intervention for Fairness in Multibehavior Recommendation"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-6216-2630","authenticated-orcid":false,"given":"Xi","family":"Wang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Complex and Critical Software Environment, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5199-1428","authenticated-orcid":false,"given":"Wenjie","family":"Wang","sequence":"additional","affiliation":[{"name":"National University of Singapore, Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5828-9842","authenticated-orcid":false,"given":"Fuli","family":"Feng","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4229-7215","authenticated-orcid":false,"given":"Wenge","family":"Rong","sequence":"additional","affiliation":[{"name":"School of Computer Science, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0742-0804","authenticated-orcid":false,"given":"Chuantao","family":"Yin","sequence":"additional","affiliation":[{"name":"Sino-French Engineer School, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9421-1014","authenticated-orcid":false,"given":"Zhang","family":"Xiong","sequence":"additional","affiliation":[{"name":"School of Computer Science, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210104"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511803161"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462875"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240372"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467249"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380037"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401443"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371783"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330707"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788581"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467289"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2307\/2349088"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2478\/v10117-011-0021-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/582415.582418"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401100"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313693"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242643"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3844\/jcssp.2006.735.739"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462966"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220088"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3559757"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109912"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1454008.1454012"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441820"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401431"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118984"},{"key":"ref29","first-page":"1670","article-title":"Recommendations as treatments: Debiasing learning and evaluation","volume-title":"Proc. 33rd Int. Conf. Mach. Learn.","author":"Schnabel","year":"2016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412210"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209986"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531907"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531952"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462972"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16576"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401072"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511969"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511951"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412225"},{"key":"ref40","first-page":"19705","article-title":"Counterfactual prediction for bundle treatment","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Zou","year":"2020"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462962"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449788"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401083"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401051"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313559"},{"key":"ref46","first-page":"4069","article-title":"Counterfactual fairness","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Kusner","year":"2017"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449904"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3272027"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380196"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/icde51399.2021.00265"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403080"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532007"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512046"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2009.83"},{"key":"ref56","article-title":"On the relation between accuracy and fairness in binary classification","volume-title":"Proc. 2nd Workshop Fairness, Accountability, Transparency in Mach. Learn. (FATML) ICML","volume":"15","author":"Zliobaite"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441824"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449866"},{"key":"ref59","first-page":"715","article-title":"Compositional fairness constraints for graph embeddings","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bose","year":"2019"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3511958"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3085504.3085526"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/10704022\/10542166.pdf?arnumber=10542166","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,4]],"date-time":"2024-12-04T19:19:34Z","timestamp":1733339974000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10542166\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":61,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2024.3379903","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}