{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T06:58:58Z","timestamp":1764053938064,"version":"3.41.0"},"reference-count":14,"publisher":"Association for Computing Machinery (ACM)","issue":"2","license":[{"start":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:00:00Z","timestamp":1732665600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Austrian Science Fund"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Recomm. Syst."],"published-print":{"date-parts":[[2025,6,30]]},"abstract":"<jats:p>\n            This editorial introduces the\n            <jats:italic>Special Issue on Trustworthy Recommender Systems<\/jats:italic>\n            , hosted by the\n            <jats:italic>ACM Transactions on Recommender Systems<\/jats:italic>\n            in 2024. We provide an overview on the multifaceted aspects of trustworthiness and point to recent regulations that underline the importance of the topic, also beyond technical perspectives. Subsequently, we present the nine articles constituting the special issue:\n            <jats:italic>one survey<\/jats:italic>\n            that reviews over 400 papers, categorizing them according to five trustworthiness dimensions, and\n            <jats:italic>eight research articles<\/jats:italic>\n            . We categorize and introduce the latter according to the major trustworthiness dimensions they address, specifically into\n            <jats:italic>privacy\/security<\/jats:italic>\n            ,\n            <jats:italic>transparency\/explainability<\/jats:italic>\n            , and\n            <jats:italic>bias\/fairness<\/jats:italic>\n            . We provide a summary of their main contributions and end with a brief personal statement about envisioned challenges ahead.\n          <\/jats:p>","DOI":"10.1145\/3702249","type":"journal-article","created":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T12:44:30Z","timestamp":1732711470000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Introduction to the Special Issue on Trustworthy Recommender Systems"],"prefix":"10.1145","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1706-3406","authenticated-orcid":false,"given":"Markus","family":"Schedl","sequence":"first","affiliation":[{"name":"Institute of Computational Perception, Johannes Kepler University Linz, Linz, Austria and AI Lab, Human-centered AI Group, Linz Institute of Technology, Linz, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6767-358X","authenticated-orcid":false,"given":"Yashar","family":"Deldjoo","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Information Technology, Polytechnic University of Bari, Bari, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0668-6317","authenticated-orcid":false,"given":"Pablo","family":"Castells","sequence":"additional","affiliation":[{"name":"Universidad Aut\u00f3noma de Madrid, Madrid, Spain and Amazon.com Inc, Seattle, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4734-4532","authenticated-orcid":false,"given":"Emine","family":"Yilmaz","sequence":"additional","affiliation":[{"name":"University College London, London, United Kingdom of Great Britain and Northern Ireland and Amazon.com Inc, Seattle, United States"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,11,27]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3690653"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1093\/cybsec\/tyac011"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/3690655"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3439729"},{"key":"e_1_3_3_6_2","article-title":"Recommendation with generative models","author":"Deldjoo Yashar","year":"2024","unstructured":"Yashar Deldjoo, Zhankui He, Julian McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Rene Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, and Francesco Ricci. 2024. Recommendation with generative models. arXiv preprint arXiv:2409.15173 (2024).","journal-title":"arXiv preprint arXiv:2409.15173"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3652891"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3641291"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3680295"},{"key":"e_1_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/3625828"},{"key":"e_1_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3634686"},{"key":"e_1_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3652864"},{"key":"e_1_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3631943"},{"key":"e_1_3_3_14_2","volume-title":"Technical and Regulatory Perspectives on Information Retrieval and Recommender Systems Fairness, Transparency, and Privacy","author":"Schedl Markus","year":"2024","unstructured":"Markus Schedl, Vito Walter Anelli, and Elisabeth Lex. 2024. Technical and Regulatory Perspectives on Information Retrieval and Recommender Systems Fairness, Transparency, and Privacy. Springer Cham."},{"key":"e_1_3_3_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3674157"}],"container-title":["ACM Transactions on Recommender Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3702249","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3702249","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:10:31Z","timestamp":1750295431000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3702249"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,27]]},"references-count":14,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2025,6,30]]}},"alternative-id":["10.1145\/3702249"],"URL":"https:\/\/doi.org\/10.1145\/3702249","relation":{},"ISSN":["2770-6699"],"issn-type":[{"type":"electronic","value":"2770-6699"}],"subject":[],"published":{"date-parts":[[2024,11,27]]},"assertion":[{"value":"2024-10-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-25","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-11-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}