{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T21:44:49Z","timestamp":1780609489887,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":46,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,6,16]],"date-time":"2023-06-16T00:00:00Z","timestamp":1686873600000},"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":[[2023,6,16]]},"DOI":"10.1145\/3563359.3595628","type":"proceedings-article","created":{"date-parts":[[2023,6,16]],"date-time":"2023-06-16T16:21:01Z","timestamp":1686932461000},"page":"249-252","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["GMAP 2023: 2nd Workshop on Group Modeling, Adaptation and Personalization"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4083-8222","authenticated-orcid":false,"given":"Francesco","family":"Barile","sequence":"first","affiliation":[{"name":"Department of Advanced Computing Sciences, Maastricht University, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5584-6893","authenticated-orcid":false,"given":"Amra","family":"Delic","sequence":"additional","affiliation":[{"name":"University of Sarajevo, Bosnia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8082-4509","authenticated-orcid":false,"given":"Ladislav","family":"Pe\u0161ka","sequence":"additional","affiliation":[{"name":"Charles University, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5567-3120","authenticated-orcid":false,"given":"Isabella","family":"Saccardi","sequence":"additional","affiliation":[{"name":"Utrecht University, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3737-7947","authenticated-orcid":false,"given":"Onuralp","family":"Ulusoy","sequence":"additional","affiliation":[{"name":"Utrecht University, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5196-0720","authenticated-orcid":false,"given":"Federica","family":"Vinella","sequence":"additional","affiliation":[{"name":"Utrecht University, Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2023,6,16]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Intelligent communication, control and devices","author":"Arora Monika","unstructured":"Monika Arora, Akanksha\u00a0Bansal Chopra, and Veer\u00a0Sain Dixit. 2020. An approach to secure collaborative recommender system using artificial intelligence, deep learning, and blockchain. In Intelligent communication, control and devices. Springer, 483\u2013495."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3547371"},{"key":"e_1_3_2_1_3_1","volume-title":"The ripple effect: Emotional contagion and its influence on group behavior. Administrative science quarterly 47, 4","author":"Barsade G","year":"2002","unstructured":"Sigal\u00a0G Barsade. 2002. The ripple effect: Emotional contagion and its influence on group behavior. Administrative science quarterly 47, 4 (2002), 644\u2013675."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.2307\/2667070"},{"key":"e_1_3_2_1_5_1","volume-title":"Recommender systems survey. Knowledge-based systems 46","author":"Bobadilla Jes\u00fas","year":"2013","unstructured":"Jes\u00fas Bobadilla, Fernando Ortega, Antonio Hernando, and Abraham Guti\u00e9rrez. 2013. Recommender systems survey. Knowledge-based systems 46 (2013), 109\u2013132."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-014-9277-9"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209998"},{"key":"e_1_3_2_1_8_1","volume-title":"Social influence in group recommender systems. Online Information Review","author":"Christensen Ingrid\u00a0Alina","year":"2014","unstructured":"Ingrid\u00a0Alina Christensen and Silvia Schiaffino. 2014. Social influence in group recommender systems. Online Information Review (2014)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3462759"},{"key":"e_1_3_2_1_10_1","volume-title":"Group Adapted Avatar Recommendations for Exergames. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","author":"Cromjongh Robin","year":"2023","unstructured":"Robin Cromjongh, Quentin van Reenen, Laura K\u00f6nig, Martina Kanning, Ulf-Dietrich Reips, Tiare Feuchtner, and Hanna Hauptmann. 2023. Group Adapted Avatar Recommendations for Exergames. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-018-0542-3"},{"key":"e_1_3_2_1_12_1","volume-title":"CHARM: A Group Recommender ChatBot. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","author":"Delic Amra","year":"2023","unstructured":"Amra Delic, Hanif Emamgholizadeh, and Francesco Ricci. 2023. CHARM: A Group Recommender ChatBot. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209219.3209226"},{"key":"e_1_3_2_1_14_1","volume-title":"Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York","author":"Dokoupil Patrik","unstructured":"Patrik Dokoupil and Ladislav Peska. 2023. The Effect of Similarity Metric and Group Size on Outlier Selection & Satisfaction in Group Recommender Systems. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2009.5349562"},{"key":"e_1_3_2_1_16_1","volume-title":"An overview of recommender systems in requirements engineering. Managing requirements knowledge","author":"Felfernig Alexander","year":"2013","unstructured":"Alexander Felfernig, Gerald Ninaus, Harald Grabner, Florian Reinfrank, Leopold Weninger, Dennis Pagano, and Walid Maalej. 2013. An overview of recommender systems in requirements engineering. Managing requirements knowledge (2013), 315\u2013332."},{"key":"e_1_3_2_1_17_1","volume-title":"Designing explanations for group recommender systems. arXiv preprint arXiv:2102.12413","author":"Felfernig Alexander","year":"2021","unstructured":"Alexander Felfernig, Nava Tintarev, TNT Trang, and Martin Stettinger. 2021. Designing explanations for group recommender systems. arXiv preprint arXiv:2102.12413 (2021)."},{"key":"e_1_3_2_1_18_1","volume-title":"Recommender systems handbook","author":"Friedman Arik","unstructured":"Arik Friedman, Bart\u00a0P Knijnenburg, Kris Vanhecke, Luc Martens, and Shlomo Berkovsky. 2015. Privacy aspects of recommender systems. In Recommender systems handbook. Springer, 649\u2013688."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.11.037"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043980"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Sascha Herr Andreas R\u00f6sch Christoph Beckmann and Tom Gross. 2012. Informing the design of group recommender systems. In CHI\u201912 Extended Abstracts on Human Factors in Computing Systems. 2507\u20132512.","DOI":"10.1145\/2212776.2223827"},{"key":"e_1_3_2_1_22_1","volume-title":"Social media retrieval","author":"Jeckmans JP","unstructured":"Arjan\u00a0JP Jeckmans, Michael Beye, Zekeriya Erkin, Pieter Hartel, Reginald\u00a0L Lagendijk, and Qiang Tang. 2013. Privacy in recommender systems. In Social media retrieval. Springer, 263\u2013281."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISS1.2017.8389444"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT.2011.136"},{"key":"e_1_3_2_1_25_1","volume-title":"Towards emotional support dialog systems. arXiv preprint arXiv:2106.01144","author":"Liu Siyang","year":"2021","unstructured":"Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, and Minlie Huang. 2021. Towards emotional support dialog systems. arXiv preprint arXiv:2106.01144 (2021)."},{"key":"e_1_3_2_1_26_1","volume-title":"Recommender systems. Physics reports 519, 1","author":"Lu Linyuan","year":"2012","unstructured":"Linyuan Lu, Matus Medo, Chi\u00a0Ho Yeung, Yi-Cheng Zhang, Zi-Ke Zhang, and Tao Zhou. 2012. Recommender systems. Physics reports 519, 1 (2012), 1\u201349."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-018-6069-3"},{"key":"e_1_3_2_1_28_1","volume-title":"Recommender Systems Handbook","author":"Masthoff Judith","unstructured":"Judith Masthoff and Amra Deli\u0107. 2022. Group Recommender Systems: Beyond Preference Aggregation. In Recommender Systems Handbook. Springer, 381\u2013420."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-006-9008-3"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1111449.1111506"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3450613.3456845"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2013.02.003"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25725-4_3"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.12.001"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-020-01848-4"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/2987381"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.05.013"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2414425.2414433"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3503252.3534360"},{"key":"e_1_3_2_1_40_1","volume-title":"Adapting Emotional Support in Teams: Emotional Stability and Productivity. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","author":"Saccardi Isabella","year":"2023","unstructured":"Isabella Saccardi and Judith Masthoff. 2023. Adapting Emotional Support in Teams: Emotional Stability and Productivity. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_41_1","volume-title":"Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York","author":"Sun Ruixuan","unstructured":"Ruixuan Sun, Ruoyan Kong, Qiao Jin, and Joseph Konstan. 2023. Less Can Be More: Exploring Population Rating Dispositions with Partitioned Models in Recommender Systems. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_42_1","volume-title":"Recommender Systems Handbook","author":"Tintarev Nava","unstructured":"Nava Tintarev and Judith Masthoff. 2022. Beyond explaining single item recommendations. In Recommender Systems Handbook. Springer, 711\u2013756."},{"key":"e_1_3_2_1_43_1","volume-title":"Multi-Agent Systems and Agreement Technologies, Nick Bassiliades, Georgios Chalkiadakis, and Dave de\u00a0Jonge (Eds.)","author":"Ulusoy Onuralp","unstructured":"Onuralp Ulusoy and P\u0131nar Yolum. 2020. Agents for Preserving Privacy: Learning and Decision Making Collaboratively. In Multi-Agent Systems and Agreement Technologies, Nick Bassiliades, Georgios Chalkiadakis, and Dave de\u00a0Jonge (Eds.). Springer International Publishing, 116\u2013131."},{"key":"e_1_3_2_1_44_1","article-title":"PANOLA: A Personal Assistant for Supporting Users in Preserving Privacy","volume":"22","author":"Ulusoy Onuralp","year":"2021","unstructured":"Onuralp Ulusoy and P\u0131nar Yolum. 2021. PANOLA: A Personal Assistant for Supporting Users in Preserving Privacy. ACM Transactions on Internet Technologies 22, 1, Article 27 (sep 2021), 32\u00a0pages.","journal-title":"ACM Transactions on Internet Technologies"},{"key":"e_1_3_2_1_45_1","volume-title":"An Argumentative Framework for Generating Explainable Group Recommendations. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","author":"van Kuijk Kristian","year":"2023","unstructured":"Kristian van Kuijk, Seyedeh\u00a0Sara Mahmoudi, Yangfan Wen, Francesco Barile, and Tjitze Rienstra. 2023. An Argumentative Framework for Generating Explainable Group Recommendations. In Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (Limassol, Cyprus) (UMAP \u201923 Adjunct). ACM New York, NY, USA."},{"key":"e_1_3_2_1_46_1","volume-title":"GMAP 2022: Workshop on Group Modeling, Adaptation and Personalization. In Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. 280\u2013282","author":"Vinella Federica\u00a0Lucia","year":"2022","unstructured":"Federica\u00a0Lucia Vinella, Amra Deli\u0107, Francesco Barile, Ioanna Lykourentzou, and Judith Masthoff. 2022. GMAP 2022: Workshop on Group Modeling, Adaptation and Personalization. In Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. 280\u2013282."}],"event":{"name":"UMAP '23: 31st ACM Conference on User Modeling, Adaptation and Personalization","location":"Limassol Cyprus","acronym":"UMAP '23","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 31st ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3563359.3595628","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3563359.3595628","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:49:35Z","timestamp":1750182575000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3563359.3595628"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,16]]},"references-count":46,"alternative-id":["10.1145\/3563359.3595628","10.1145\/3563359"],"URL":"https:\/\/doi.org\/10.1145\/3563359.3595628","relation":{},"subject":[],"published":{"date-parts":[[2023,6,16]]},"assertion":[{"value":"2023-06-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}