{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T19:03:59Z","timestamp":1772910239331,"version":"3.50.1"},"reference-count":56,"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":["62172106"],"award-info":[{"award-number":["62172106"]}],"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":["61932007"],"award-info":[{"award-number":["61932007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tcss.2024.3381329","type":"journal-article","created":{"date-parts":[[2024,4,18]],"date-time":"2024-04-18T17:34:29Z","timestamp":1713461669000},"page":"5699-5713","source":"Crossref","is-referenced-by-count":13,"title":["Simulating News Recommendation Ecosystems for Insights and Implications"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-9853-8268","authenticated-orcid":false,"given":"Guangping","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3103-8442","authenticated-orcid":false,"given":"Dongsheng","family":"Li","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1426-3210","authenticated-orcid":false,"given":"Hansu","family":"Gu","sequence":"additional","affiliation":[{"name":"Seattle, WA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6633-4826","authenticated-orcid":false,"given":"Tun","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan Institute on Aging, MOE Laboratory for National Development and Intelligent Governance, and Shanghai Institute of Intelligent Electronics & Systems, Fudan University, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Shang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2915-974X","authenticated-orcid":false,"given":"Ning","family":"Gu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2944927"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3530257"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.3267"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41562-017-0064"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450113"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.2307\/2098055"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1459352.1459356"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1108\/AJIM-11-2021-0345"},{"key":"ref9","article-title":"Effects of label usage on question lifecycle in q&a community","volume-title":"Proc. 30th European Conf. Inf. Syst.","author":"Sha","year":"2022"},{"key":"ref10","article-title":"Synthetic data-based simulators for recommender systems: A survey","author":"Stavinova","year":"2022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512080"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/bjso.12286"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3306618.3314288"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412246"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3308560.3317303"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2022.3218994"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-34203-2"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240370"},{"key":"ref19","article-title":"Do offline metrics predict online performance in recommender systems?","author":"Krauth","year":"2020"},{"key":"ref20","article-title":"T-RECS: A simulation tool to study the societal impact of recommender systems","author":"Lucherini","year":"2021"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3287560.3287583"},{"key":"ref22","article-title":"Measuring recommender system effects with simulated users","author":"Yao","year":"2021"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3799525"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210104"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3409256.3409812"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref27","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref28","first-page":"223","article-title":"Analogies explained: Towards understanding word embeddings","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Allen","year":"2019"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1315"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2016.09.020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.simpat.2018.07.013"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240325"},{"key":"ref33","article-title":"RecoGym: A reinforcement learning environment for the problem of product recommendation in online advertising","author":"Rohde","year":"2018"},{"key":"ref34","first-page":"1052","article-title":"Generative adversarial user model for reinforcement learning based recommendation system","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen","year":"2019"},{"key":"ref35","article-title":"RecSim: A configurable simulation platform for recommender systems","author":"Ie","year":"2019"},{"key":"ref36","article-title":"RecSim NG: Toward principled uncertainty modeling for recommender ecosystems","author":"Mladenov","year":"2021"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014902"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412252"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474259"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450125"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16570"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3586183.3606763"},{"key":"ref43","article-title":"RecAgent: A novel simulation paradigm for recommender systems","author":"Wang","year":"2023"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657844"},{"key":"ref45","article-title":"BPEmb: Tokenization-free pre-trained subword embeddings in 275 languages","volume-title":"Proc. 11th Int. Conf. Lang. Resour. Eval. (LREC)","author":"Heinzerling","year":"2018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3564284"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139025751"},{"issue":"4","key":"ref48","volume-title":"Pattern Recognition and Machine Learning","volume":"4","author":"Bishop","year":"2006"},{"key":"ref49","article-title":"BPR: Bayesian personalized ranking from implicit feedback","author":"Rendle","year":"2012"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1037\/a0038199"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.cognition.2017.12.014"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3106426.3109436"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"ref55","article-title":"Open issues in combating fake news: Interpretability as an opportunity","author":"Mohseni","year":"2019"},{"key":"ref56","first-page":"680","article-title":"Determination of measures of counteraction to the social-oriented risks of virtual community life cycle organization","volume-title":"Proc. Conf. Comput. Sci. Inf. Technologies","author":"Trach","year":"2019"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570650\/10704022\/10504866.pdf?arnumber=10504866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,4]],"date-time":"2024-12-04T19:18:02Z","timestamp":1733339882000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10504866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":56,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2024.3381329","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}