{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T14:09:50Z","timestamp":1792159790164,"version":"4.4.0"},"reference-count":79,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Wallenberg Artificial Intelligence, Autonomous Systems and Software Program (WASP, http:\/\/wasp-sweden.org), funded by the Knut and Alice Wallenberg Foundation"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3611026","type":"journal-article","created":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T17:32:08Z","timestamp":1758130328000},"page":"164702-164722","source":"Crossref","is-referenced-by-count":7,"title":["Item Cold Start in E-Commerce Recommender Systems: A Survey"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8554-2513","authenticated-orcid":false,"given":"Natalija","family":"Glisovic","sequence":"first","affiliation":[{"name":"Division of Robotics Perception, and Learning Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2965-2953","authenticated-orcid":false,"given":"Danica","family":"Kragic","sequence":"additional","affiliation":[{"name":"Division of Robotics Perception, and Learning Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Tegner","sequence":"additional","affiliation":[{"name":"Department of Data and Analytics, Ingka Retail Group (IKEA), Malmö, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3338705"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-9509-7_19"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.09.005"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2015.06.005"},{"key":"ref5","first-page":"30","article-title":"The continuous cold start problem in e-commerce recommender systems","volume-title":"Proc. 2nd Workshop New Trends Content-Based Recommender Syst. (CBRecSys)","author":"Bernardi"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25017-5_27"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401038"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.12.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.01.110"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3316615.3316732"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3124791.3124793"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959156"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/1206212x.2023.2237766"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-022-00698-5"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-60808-x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462948"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3564286"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583286"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-024-00872-x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/tsc.2023.3237638"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3612238"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3544107"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3340631.3394870"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531897"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657801"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3610302"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608845"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46922-5_24"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974010.22"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3604558"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16573"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3533079"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462966"},{"key":"ref35","first-page":"4066","article-title":"Counterfactual fairness","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Kusner"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i12.26708"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441738"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462843"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645751"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2019.2891530"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1864708.1864761"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-021-09293-9"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347052"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767763"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3744746"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3632754.3632941"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3627826"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3589335.3651532"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3568022"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-022-00592-5"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-0716-2197-4_3"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3589334.3645494"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3701551.3703546"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2024.3392335"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s13198-024-02359-y"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-023-09364-z"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3632297"},{"key":"ref59","article-title":"Transferable fairness for cold-start recommendation","author":"Li","year":"2023","journal-title":"arXiv:2301.10665"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2023.103601"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688159"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2018.09.008"},{"key":"ref63","first-page":"1","article-title":"DNNRec: A novel deep learning based hybrid recommender system","volume":"144","author":"Kiran","year":"2020","journal-title":"Expert Syst. Appl."},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.09.023"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-97-5569-1_25"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614965"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591719"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.36922\/ijamd.3681"},{"key":"ref69","article-title":"Bias beware: The impact of cognitive biases on LLM-driven product recommendations","author":"Filandrianos","year":"2025","journal-title":"arXiv:2312.14428v3"},{"key":"ref70","first-page":"29","article-title":"Hallucination detection in LLM-enriched product listings","volume-title":"Proc. 7th Workshop E-Commerce NLP @ LREC-COLING","author":"Jiang"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-025-02453-y"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609599"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-65351-4_6"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-53468-3_6"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3030693"},{"key":"ref76","first-page":"1","article-title":"A novel graph-based model for hybrid recommendations in cold-start scenarios","volume-title":"Proc. 12th ACM Conf. Recommender Syst. (RecSys)","author":"Bernardis"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67597-8_17"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2012.6349732"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.09.040"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11168156.pdf?arnumber=11168156","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T12:33:42Z","timestamp":1759235622000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11168156\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":79,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3611026","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}