{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T16:01:03Z","timestamp":1780329663177,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,7]],"date-time":"2026-06-07T00:00:00Z","timestamp":1780790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,8]]},"DOI":"10.1145\/3774935.3802525","type":"proceedings-article","created":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T14:44:13Z","timestamp":1780325053000},"page":"677-679","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["First International Workshop on User Modeling, Personalization, and Adaptive Systems for Sustainability and Social Good (UMAP4Good 2026)"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1954-7271","authenticated-orcid":false,"given":"Allegra","family":"De Filippo","sequence":"first","affiliation":[{"name":"University of Bologna, Bologna, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5378-7061","authenticated-orcid":false,"given":"Angelo","family":"Geninatti Cossatin","sequence":"additional","affiliation":[{"name":"University of Torino, Torino, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5293-2967","authenticated-orcid":false,"given":"Elisabeth","family":"Lex","sequence":"additional","affiliation":[{"name":"Graz University of Technology, Graz, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8234-3266","authenticated-orcid":false,"given":"Noemi","family":"Mauro","sequence":"additional","affiliation":[{"name":"University of Torino, Torino, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1300-1876","authenticated-orcid":false,"given":"Giacomo","family":"Medda","sequence":"additional","affiliation":[{"name":"University of Cagliari, Cagliari, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8345-4232","authenticated-orcid":false,"given":"Giuseppe","family":"Spillo","sequence":"additional","affiliation":[{"name":"University of Bari, Bari, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,7]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"crossref","unstructured":"Shlomo Berkovsky Tsvi Kuflik and Francesco Ricci. 2008. Mediation of user models for enhanced personalization in recommender systems. User Modeling and User-Adapted Interaction 18 3 (2008) 245\u2013286.","DOI":"10.1007\/s11257-007-9042-9"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"crossref","unstructured":"Ludovico Boratto Gianni Fenu Mirko Marras and Giacomo Medda. 2023. Practical perspectives of consumer fairness in recommendation. Inf. Process. Manag. 60 2 (2023) 103208.","DOI":"10.1016\/j.ipm.2022.103208"},{"key":"e_1_3_3_1_4_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Cossatin Angelo\u00a0Geninatti","year":"2026","unstructured":"Angelo\u00a0Geninatti Cossatin and Noemi Mauro. 2026. Toward Personalized Meditation Recommendations for Digital Well-Being. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_5_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Coucourde Giulia","year":"2026","unstructured":"Giulia Coucourde, Francesco Lazzarotto, and Federica Cena. 2026. Balancing Thematic Relevance and Cognitive Load in Adaptive Text Recommendation for Learners with SLDs. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","unstructured":"Allegra De\u00a0Filippo Giuseppe Spillo Ludovico Boratto Michela Milano Cataldo Musto and Giovanni Semeraro. 2026. Recommender systems and sustainability: a dual perspective. Computer Science Review 60 (2026) 100912.","DOI":"10.1016\/j.cosrev.2026.100912"},{"key":"e_1_3_3_1_7_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Drew Darren","year":"2026","unstructured":"Darren Drew, Julia Scheerer, Maiss\u00a0Am Ali, Anrey Jazriel\u00a0Dela Cruz, Mohammad Zain\u00a0Al Syed, Mark Mensah, and Kiemute Oyibo. 2026. Toward Inclusive Digital Drawing in Education: Comparing Direct and Indirect Visual Feedback Across Input Devices. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","unstructured":"Angelo Geninatti Cossatin and Noemi Mauro. 2026. Shrinking for success: Multimodal dimensionality reduction for sustainable recommender systems. Expert Systems with Applications 296 (2026) 128929. 10.1016\/j.eswa.2025.128929","DOI":"10.1016\/j.eswa.2025.128929"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"crossref","unstructured":"Nada Ghanem Stephan Leitner and Dietmar Jannach. 2022. Balancing consumer and business value of recommender systems: A simulation-based analysis. Electronic Commerce Research and Applications 55 (2022) 101195.","DOI":"10.1016\/j.elerap.2022.101195"},{"key":"e_1_3_3_1_10_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Holzleitner Marlene","year":"2026","unstructured":"Marlene Holzleitner, Stephan Leitner, and Dietmar Jannach. 2026. On the Sustainability of Fairness and Bias Interventions in Recommender Systems: A Simulation-based Analysis. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Dietmar Jannach and Michael Jugovac. 2019. Measuring the business value of recommender systems. ACM Transactions on Management Information Systems (TMIS) 10 4 (2019) 1\u201323.","DOI":"10.1145\/3370082"},{"key":"e_1_3_3_1_12_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Luna Andrea\u00a0Barreto","year":"2026","unstructured":"Andrea\u00a0Barreto Luna, Niloofar Haghighi, Ashal Iman, Vinh\u00a0Quang Tran, Arjon Sadikaj, Mark Mensah, and Kiemute Oyibo. 2026. Enacting Instructor Attention in Real Time: Comparing Haptic and Visual Alerts for Low-Disruption Classroom. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"crossref","unstructured":"Oladapo Oyebode Darren Steeves and Rita Orji. 2024. Persuasive strategies and emotional states: towards designing personalized and emotion-adaptive persuasive systems. User Modeling and User-Adapted Interaction 34 4 (2024) 1175\u20131225.","DOI":"10.1007\/s11257-023-09390-x"},{"key":"e_1_3_3_1_14_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Said Alan","year":"2026","unstructured":"Alan Said. 2026. When Personalization Conflicts with Sustainability: A System-Level Perspective. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_15_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\u00a0Walter Anelli, and Elisabeth Lex. 2024. Technical and Regulatory Perspectives on Information Retrieval and Recommender Systems: Fairness, Transparency, and Privacy. Vol.\u00a050. Springer Nature."},{"key":"e_1_3_3_1_16_2","unstructured":"Jamie Schnurr Susan Holtz Greg Armstrong Anne\u00a0K Bernard et\u00a0al. 2023. The cornerstone of development: integrating environmental social and economic policies."},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688160"},{"key":"e_1_3_3_1_18_2","first-page":"98","volume-title":"International Workshop on Recommender Systems for Sustainability and Social Good","author":"Spillo Giuseppe","year":"2024","unstructured":"Giuseppe Spillo, Alberto\u00a0Gaetano Valerio, Felice Franchini, Allegra De\u00a0Filippo, Cataldo Musto, Michela Milano, and Giovanni Semeraro. 2024. Recsys carbonator: Predicting carbon footprint of recommendation system models. In International Workshop on Recommender Systems for Sustainability and Social Good. Springer, 98\u2013110."},{"key":"e_1_3_3_1_19_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"Starke Alain","year":"2026","unstructured":"Alain Starke, Samira Dauth, Tilda Lundkvist, and Bruce Ferwerda. 2026. Evaluating Visual Nudges and User Trade-Offs for Sustainable Computing in AI Interfaces. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."},{"key":"e_1_3_3_1_20_2","series-title":"(UMAP4Good \u201926)","volume-title":"Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden","author":"\u00c7elik Furkan","year":"2026","unstructured":"Furkan \u00c7elik, Furkan \u00c7elik, Ashmi Banerjee, and Wolfgang W\u00f6rndl. 2026. Sustainable Tourism through Locality-Aware Recommendations. In Joint Proceedings of the ACM UMAP Workshops 2026, UMAP 2026, June 8\u201311, 2026, Gothenburg, Sweden (Gothenburg, Sweden) (UMAP4Good \u201926). CEUR-WS.org."}],"event":{"name":"UMAP '26: 34th ACM Conference on User Modeling, Adaptation and Personalization","location":"Gothenburg , Sweden","acronym":"UMAP '26","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"deposited":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T15:04:38Z","timestamp":1780326278000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3774935.3802525"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,7]]},"references-count":19,"alternative-id":["10.1145\/3774935.3802525","10.1145\/3774935"],"URL":"https:\/\/doi.org\/10.1145\/3774935.3802525","relation":{},"subject":[],"published":{"date-parts":[[2026,6,7]]},"assertion":[{"value":"2026-06-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}