{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:26:30Z","timestamp":1750220790330,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,7,13]],"date-time":"2020-07-13T00:00:00Z","timestamp":1594598400000},"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":[[2020,7,14]]},"DOI":"10.1145\/3386392.3399303","type":"proceedings-article","created":{"date-parts":[[2020,7,13]],"date-time":"2020-07-13T21:57:23Z","timestamp":1594677443000},"page":"226-232","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["On the Use of Feature-based Collaborative Explanations: An Empirical Comparison of Explanation Styles"],"prefix":"10.1145","author":[{"given":"Sidra","family":"Naveed","sequence":"first","affiliation":[{"name":"University of Duisburg-Essen, Duisburg, Germany"}]},{"given":"Benedikt","family":"Loepp","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Duisburg, Germany"}]},{"given":"J\u00fcrgen","family":"Ziegler","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Duisburg, Germany"}]}],"member":"320","published-online":{"date-parts":[[2020,7,13]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2930238.2930280"},{"key":"e_1_3_2_2_2_1","volume-title":"Beyond Personalization Workshop","volume":"5","author":"Bilgic Mustafa","unstructured":"Mustafa Bilgic and Raymond J. Mooney . 2005. Explaining recommendations: Satisfaction vs. promotion . In Beyond Personalization Workshop , Vol. 5 . 153. Mustafa Bilgic and Raymond J. Mooney. 2005. Explaining recommendations: Satisfaction vs. promotion. In Beyond Personalization Workshop, Vol. 5. 153."},{"volume-title":"AGENTS '99: Proceedings of the 3rd Annual Conference on Autonomous Agents. ACM","author":"Billsus Daniel","key":"e_1_3_2_2_3_1","unstructured":"Daniel Billsus and Michael J. Pazzani . 1999. A personal news agent that talks, learns and explains . In AGENTS '99: Proceedings of the 3rd Annual Conference on Autonomous Agents. ACM , New York, NY, USA, 268--275. Daniel Billsus and Michael J. Pazzani. 1999. A personal news agent that talks, learns and explains. In AGENTS '99: Proceedings of the 3rd Annual Conference on Autonomous Agents. ACM, New York, NY, USA, 268--275."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365964"},{"key":"e_1_3_2_2_5_1","first-page":"4","article-title":"SUS--A quick and dirty usability scale","volume":"189","author":"John Brooke","year":"1996","unstructured":"John Brooke et al. 1996 . SUS--A quick and dirty usability scale . Usability Evaluation in Industry , Vol. 189 , 194 (1996), 4 -- 7 . John Brooke et al. 1996. SUS--A quick and dirty usability scale. Usability Evaluation in Industry, Vol. 189, 194 (1996), 4--7.","journal-title":"Usability Evaluation in Industry"},{"key":"e_1_3_2_2_6_1","series-title":"Lecture Notes in Computer Science","volume-title":"The Adaptive Web. Methods and Strategies of Web Personalization, Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.)","author":"Burke Robin","unstructured":"Robin Burke . 2007. Hybrid Web Recommender Systems . In The Adaptive Web. Methods and Strategies of Web Personalization, Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.) . Lecture Notes in Computer Science , Vol. 4321 . Springer , Berlin, Germany , 377--408. Robin Burke. 2007. Hybrid Web Recommender Systems. In The Adaptive Web. Methods and Strategies of Web Personalization, Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.). Lecture Notes in Computer Science, Vol. 4321. Springer, Berlin, Germany, 377--408."},{"key":"e_1_3_2_2_7_1","volume-title":"Barranco","author":"Castro Jorge","year":"2014","unstructured":"Jorge Castro , Rosa M. Rodriguez , and Manuel J . Barranco . 2014 . Weighting of features in content-based filtering with entropy and dependence measures. International journal of computational intelligence systems, Vol. 7 , 1 (2014), 80--89. Jorge Castro, Rosa M. Rodriguez, and Manuel J. Barranco. 2014. Weighting of features in content-based filtering with entropy and dependence measures. International journal of computational intelligence systems, Vol. 7, 1 (2014), 80--89."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959153"},{"volume-title":"Recommender Systems Handbook","author":"de Gemmis Marco","key":"e_1_3_2_2_9_1","unstructured":"Marco de Gemmis , Pasquale Lops , Cataldo Musto , Fedelucio Narducci , and Giovanni Semeraro . 2015. Recommender Systems Handbook . Springer US , Boston, MA, USA , Chapter Semantics-aware content-based recommender systems, 119--159. Marco de Gemmis, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, and Giovanni Semeraro. 2015. Recommender Systems Handbook .Springer US, Boston, MA, USA, Chapter Semantics-aware content-based recommender systems, 119--159."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1561\/1100000009"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639784"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01679.x"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/358916.358995"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-018-0558-1"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043993"},{"key":"e_1_3_2_2_16_1","volume-title":"Bell","author":"Koren Yehuda","year":"2015","unstructured":"Yehuda Koren and Robert M . Bell . 2015 . Recommender Systems Handbook .Springer US, Boston, MA, USA, Chapter Advances in collaborative filtering, 77--118. Yehuda Koren and Robert M. Bell. 2015. Recommender Systems Handbook .Springer US, Boston, MA, USA, Chapter Advances in collaborative filtering, 77--118."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302306"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300717"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025171.3025189"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89350-9_6"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2018.05.002"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702496"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186158"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507163"},{"key":"e_1_3_2_2_25_1","volume-title":"ComplexRec '19: Proceedings of the 3rd Workshop on Recommendation in Complex Scenarios.","author":"Naveed Sidra","year":"2019","unstructured":"Sidra Naveed and J\u00fcrgen Ziegler . 2019 . Feature-driven interactive recommendations and explanations with collaborative filtering approach . In ComplexRec '19: Proceedings of the 3rd Workshop on Recommendation in Complex Scenarios. Sidra Naveed and J\u00fcrgen Ziegler. 2019. Feature-driven interactive recommendations and explanations with collaborative filtering approach. In ComplexRec '19: Proceedings of the 3rd Workshop on Recommendation in Complex Scenarios."},{"volume-title":"Recommender Systems Handbook","author":"Ning Xia","key":"e_1_3_2_2_26_1","unstructured":"Xia Ning , Christian Desrosiers , and George Karypis . 2015. Recommender Systems Handbook . Springer US , Boston, MA, USA , Chapter A comprehensive survey of neighborhood-based recommendation methods, 37--76. Xia Ning, Christian Desrosiers, and George Karypis. 2015. Recommender Systems Handbook .Springer US, Boston, MA, USA, Chapter A comprehensive survey of neighborhood-based recommendation methods, 37--76."},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357222"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-011-0215-0"},{"volume-title":"The filter bubble: What the internet is hiding from you","author":"Pariser Eli","key":"e_1_3_2_2_29_1","unstructured":"Eli Pariser . 2011. The filter bubble: What the internet is hiding from you . Penguin Press , New York, NY, USA . Eli Pariser. 2011. The filter bubble: What the internet is hiding from you .Penguin Press, New York, NY, USA."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2557500.2557542"},{"key":"e_1_3_2_2_31_1","volume-title":"Pazzani and Daniel Billsus","author":"Michael","year":"2007","unstructured":"Michael J. Pazzani and Daniel Billsus . 2007 . Content-Based Recommendation Systems. In The Adaptive Web. Methods and Strategies of Web Personalization, Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.). Lecture Notes in Computer Science, Vol. 4321 . Springer , Berlin, Germany, 325--341. Michael J. Pazzani and Daniel Billsus. 2007. Content-Based Recommendation Systems. In The Adaptive Web. Methods and Strategies of Web Personalization, Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.). Lecture Notes in Computer Science, Vol. 4321. Springer, Berlin, Germany, 325--341."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043962"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/502716.502737"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1080\/03069880902956959"},{"key":"e_1_3_2_2_35_1","volume-title":"WebKDD Workshop on Web Mining and Web Usage Analysis.","author":"Symeonidis Panagiotis","year":"2008","unstructured":"Panagiotis Symeonidis , Alexandros Nanopoulos , and Yannis Manolopoulos . 2008 a. Justified recommendations based on content and rating data . In WebKDD Workshop on Web Mining and Web Usage Analysis. Panagiotis Symeonidis, Alexandros Nanopoulos, and Yannis Manolopoulos. 2008a. Justified recommendations based on content and rating data. In WebKDD Workshop on Web Mining and Web Usage Analysis."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2008.2003969"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1639714.1639777"},{"volume-title":"Recommender Systems Handbook","author":"Tintarev Nava","key":"e_1_3_2_2_38_1","unstructured":"Nava Tintarev and Judith Masthoff . 2015. Recommender Systems Handbook . Springer US , Boston, MA, USA , Chapter Explaining recommendations: Design and evaluation, 353--382. Nava Tintarev and Judith Masthoff. 2015. Recommender Systems Handbook .Springer US, Boston, MA, USA, Chapter Explaining recommendations: Design and evaluation, 353--382."},{"key":"e_1_3_2_2_39_1","volume-title":"IntRS '14: Proceedings of the 1st Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. 37--44","author":"Verbert Katrien","year":"2014","unstructured":"Katrien Verbert , Denis Parra , and Peter Brusilovsky . 2014 . The effect of different set-based visualizations on user exploration of recommendations . In IntRS '14: Proceedings of the 1st Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. 37--44 . Katrien Verbert, Denis Parra, and Peter Brusilovsky. 2014. The effect of different set-based visualizations on user exploration of recommendations. In IntRS '14: Proceedings of the 1st Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. 37--44."},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/1502650.1502661"}],"event":{"name":"UMAP '20: 28th ACM Conference on User Modeling, Adaptation and Personalization","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Genoa Italy","acronym":"UMAP '20"},"container-title":["Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3386392.3399303","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3386392.3399303","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:44Z","timestamp":1750200104000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3386392.3399303"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,13]]},"references-count":40,"alternative-id":["10.1145\/3386392.3399303","10.1145\/3386392"],"URL":"https:\/\/doi.org\/10.1145\/3386392.3399303","relation":{},"subject":[],"published":{"date-parts":[[2020,7,13]]},"assertion":[{"value":"2020-07-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}