{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T21:54:08Z","timestamp":1774475648329,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T00:00:00Z","timestamp":1624233600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,6,21]]},"DOI":"10.1145\/3450614.3464479","type":"proceedings-article","created":{"date-parts":[[2021,6,22]],"date-time":"2021-06-22T18:25:06Z","timestamp":1624386306000},"page":"246-252","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["On-demand Personalized Explanation for Transparent Recommendation"],"prefix":"10.1145","author":[{"given":"Mouadh","family":"Guesmi","sequence":"first","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Mohamed Amine","family":"Chatti","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Laura","family":"Vorgerd","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Shoeb","family":"Joarder","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Shadi","family":"Zumor","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Yiqi","family":"Sun","sequence":"additional","affiliation":[{"name":"University of Duisburg Essen, Germany"}]},{"given":"Fangzheng","family":"Ji","sequence":"additional","affiliation":[{"name":"University of Duisburg, Germany"}]},{"given":"Arham","family":"Muslim","sequence":"additional","affiliation":[{"name":"National University of Sciences and Technology, Pakistan"}]}],"member":"320","published-online":{"date-parts":[[2021,6,22]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Vijay Arya Rachel\u00a0KE Bellamy Pin-Yu Chen Amit Dhurandhar Michael Hind Samuel\u00a0C Hoffman Stephanie Houde Q\u00a0Vera Liao Ronny Luss Aleksandra Mojsilovi\u0107 2019. One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques. arXiv preprint arXiv:1909.03012(2019).  Vijay Arya Rachel\u00a0KE Bellamy Pin-Yu Chen Amit Dhurandhar Michael Hind Samuel\u00a0C Hoffman Stephanie Houde Q\u00a0Vera Liao Ronny Luss Aleksandra Mojsilovi\u0107 2019. One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques. arXiv preprint arXiv:1909.03012(2019)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959153"},{"key":"e_1_3_2_1_3_1","volume-title":"IUI Workshops.","author":"Donkers Tim","year":"2018"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327744joce1603&4_2"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2013.12.007"},{"key":"e_1_3_2_1_6_1","volume-title":"Companion Proceedings 10th International Conference on Learning Analytics and Knowledge (LAK20)","author":"Guesmi Mouadh","year":"2020"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2020.2993176"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302306"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3365843"},{"key":"e_1_3_2_1_10_1","volume-title":"Do you comply with AI?\u2013Personalized explanations of learning algorithms and their impact on employees","author":"Kuhl Iklas","year":"2002"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240365"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240323.3240354"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302313"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2018.07.007"},{"key":"e_1_3_2_1_15_1","volume-title":"A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems. arXiv","author":"Mohseni Sina","year":"2018"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959173"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-017-9195-0"},{"key":"e_1_3_2_1_18_1","unstructured":"Johanes Schneider and Joshua Handali. 2019. Personalized explanation in machine learning: A conceptualization. arXiv preprint arXiv:1901.00770(2019).  Johanes Schneider and Joshua Handali. 2019. Personalized explanation in machine learning: A conceptualization. arXiv preprint arXiv:1901.00770(2019)."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.2298\/CSIS171217012S"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-011-9117-5"},{"key":"e_1_3_2_1_21_1","volume-title":"Recommender systems handbook","author":"Tintarev Nava"},{"key":"e_1_3_2_1_22_1","unstructured":"Yongfeng Zhang and Xu Chen. 2018. Explainable recommendation: A survey and new perspectives. arXiv preprint arXiv:1804.11192(2018).  Yongfeng Zhang and Xu Chen. 2018. Explainable recommendation: A survey and new perspectives. arXiv preprint arXiv:1804.11192(2018)."},{"key":"e_1_3_2_1_23_1","volume-title":"Proceedings of the 27th European Conference on Information Systems.","author":"Zhao Ruijing","year":"2019"}],"event":{"name":"UMAP '21: 29th ACM Conference on User Modeling, Adaptation and Personalization","location":"Utrecht Netherlands","acronym":"UMAP '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3450614.3464479","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3450614.3464479","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:17:40Z","timestamp":1750191460000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3450614.3464479"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,21]]},"references-count":23,"alternative-id":["10.1145\/3450614.3464479","10.1145\/3450614"],"URL":"https:\/\/doi.org\/10.1145\/3450614.3464479","relation":{},"subject":[],"published":{"date-parts":[[2021,6,21]]},"assertion":[{"value":"2021-06-22","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}