{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T23:45:44Z","timestamp":1774309544075,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":69,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T00:00:00Z","timestamp":1694649600000},"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":[[2023,9,14]]},"DOI":"10.1145\/3604915.3609491","type":"proceedings-article","created":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T22:40:23Z","timestamp":1694731223000},"page":"1-11","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["HUMMUS: A Linked, Healthiness-Aware, User-centered and Argument-Enabling Recipe Data Set for Recommendation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6736-5803","authenticated-orcid":false,"given":"Felix","family":"B\u00f6lz","sequence":"first","affiliation":[{"name":"CNRS, UCBL, LIRIS, UMR5205, Univ Lyon, INSA Lyon, France and University of Passau, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6620-7771","authenticated-orcid":false,"given":"Diana","family":"Nurbakova","sequence":"additional","affiliation":[{"name":"CNRS, UCBL, LIRIS, UMR5205, Univ Lyon, INSA Lyon, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4597-4680","authenticated-orcid":false,"given":"Sylvie","family":"Calabretto","sequence":"additional","affiliation":[{"name":"CNRS, UCBL, LIRIS, UMR5205, Univ Lyon, INSA Lyon, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9991-4539","authenticated-orcid":false,"given":"Armin","family":"Gerl","sequence":"additional","affiliation":[{"name":"University of Passau, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3632-5021","authenticated-orcid":false,"given":"Lionel","family":"Brunie","sequence":"additional","affiliation":[{"name":"CNRS, UCBL, LIRIS, UMR5205, Univ Lyon, INSA Lyon, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7090-1133","authenticated-orcid":false,"given":"Harald","family":"Kosch","sequence":"additional","affiliation":[{"name":"University of Passau, Germany"}]}],"member":"320","published-online":{"date-parts":[[2023,9,14]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2013. SPARQL 1.1 Overview. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2013\/REC-sparql11-overview-20130321\/."},{"key":"e_1_3_2_1_2_1","unstructured":"2021. RDF-star and SPARQL-star. Final W3C Community Group Report. W3C Community Group. https:\/\/w3c.github.io\/rdf-star\/cg-spec\/2021-12-17.html."},{"key":"e_1_3_2_1_3_1","unstructured":"Food\u00a0Standards Agency. 2018. Nutrition labelling. https:\/\/www.food.gov.uk\/business-guidance\/nutrition-labelling"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.3390\/a11090137"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc19-S005"},{"key":"e_1_3_2_1_6_1","volume-title":"Data pruning in recommender systems research: Best-practice or malpractice?CEUR Workshop Proceedings 2431","author":"Beel Joeran","year":"2019","unstructured":"Joeran Beel and Victor Brunel. 2019. Data pruning in recommender systems research: Best-practice or malpractice?CEUR Workshop Proceedings 2431 (2019), 26\u201330."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3386527.3406738"},{"key":"e_1_3_2_1_8_1","volume-title":"Explainable Entity-based Recommendations with Knowledge Graphs. CEUR Workshop Proceedings 1905","author":"Catherine Rose","year":"2017","unstructured":"Rose Catherine, Kathryn Mazaitis, Maxine Eskenazi, and William Cohen. 2017. Explainable Entity-based Recommendations with Knowledge Graphs. CEUR Workshop Proceedings 1905, Rule 2 (jul 2017), 2\u20133. arxiv:1707.05254http:\/\/arxiv.org\/abs\/1707.05254"},{"key":"e_1_3_2_1_9_1","volume-title":"Development of a new front-of-pack nutrition label in France: the five-colour Nutri-Score. Public health panorama 03, 04","author":"Chantal Julia","year":"2017","unstructured":"Julia Chantal and Serge Hercberg. 2017. Development of a new front-of-pack nutrition label in France: the five-colour Nutri-Score. Public health panorama 03, 04 (2017), 712\u2013725."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441816"},{"key":"e_1_3_2_1_11_1","unstructured":"Agence\u00a0Nationale de Sant\u00e9\u00a0Publique. 2023. Nutri-Score. https:\/\/www.santepubliquefrance.fr\/determinants-de-sante\/nutrition-et-activite-physique\/articles\/nutri-score"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-4486-3_12"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41538-018-0032-6"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3503252.3531312"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080826"},{"key":"e_1_3_2_1_16_1","volume-title":"Guide to creating a front of pack (FoP) nutrition label for pre-packed products sold through retail outlets","author":"Food Standards Agency","year":"2016","unstructured":"Food Standards Agency. 2016. Guide to creating a front of pack (FoP) nutrition label for pre-packed products sold through retail outlets. Food Standards AgencyNovember (2016), 33. https:\/\/www.food.gov.uk\/sites\/default\/files\/media\/document\/fop-guidance_0.pdf"},{"key":"e_1_3_2_1_17_1","unstructured":"Ben Frederickson. 2023. Implicit Recommender GitHub Page. https:\/\/github.com\/benfred\/implicit"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.10.040"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2796554"},{"key":"e_1_3_2_1_20_1","unstructured":"GroupLens. 1998. MovieLens 100K Dataset. https:\/\/grouplens.org\/datasets\/movielens\/100k\/"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","unstructured":"Steven Haussmann Oshani Seneviratne Yu Chen Yarden Ne\u2019eman James Codella Ching-Hua Chen Deborah\u00a0L. McGuinness and Mohammed\u00a0J. Zaki. 2019. FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol.\u00a011779 LNCS. 146\u2013162. https:\/\/doi.org\/10.1007\/978-3-030-30796-7_10","DOI":"10.1007\/978-3-030-30796-7_10"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.e7607"},{"key":"e_1_3_2_1_23_1","unstructured":"irec.org. 2023. IRec GitHub Page. https:\/\/github.com\/irec-org\/irec"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116979"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302306"},{"key":"e_1_3_2_1_26_1","volume-title":"Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016","author":"Kumar Akshi","year":"2016","unstructured":"Akshi Kumar, Pulkit Tanwar, and Saurabh Nigam. 2016. Survey and evaluation of food recommendation systems and techniques. Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016 (2016), 3592\u20133596."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403223"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2022.100743"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2022.100743"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2927476"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3494580"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3494580"},{"key":"e_1_3_2_1_34_1","unstructured":"Microsoft. 2023. Microsofts recommenders GitHub Page. https:\/\/github.com\/microsoft\/recommenders"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcn\/51.2.241"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2958761"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICT50816.2021.9358605"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","unstructured":"OECD. 2019. The Heavy Burden of Obesity. 256 pages. https:\/\/doi.org\/https:\/\/doi.org\/10.1787\/67450d67-en","DOI":"10.1787\/67450d67-en"},{"key":"e_1_3_2_1_39_1","unstructured":"World\u00a0Health Organization. 2020. Healthy diet. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/healthy-diet"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025577"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW53142.2021.00010"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW53142.2021.00010"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-51394-2"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3175317"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1093\/heapro"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347040"},{"key":"e_1_3_2_1_47_1","volume-title":"Semantics-Driven ingredient substitution in the foodKG ?CEUR Workshop Proceedings 2721","author":"Shirai S.","year":"2020","unstructured":"Sola\u00a0S. Shirai, Oshani Seneviratne, Minor\u00a0E. Gordon, Ching\u00a0Hua Chen, and Deborah\u00a0L. McGuinness. 2020. Semantics-Driven ingredient substitution in the foodKG ?CEUR Workshop Proceedings 2721 (2020), 243\u2013247."},{"key":"e_1_3_2_1_48_1","volume-title":"CEUR Workshop Proceedings 2959","author":"Starke Alain","year":"2021","unstructured":"Alain Starke, Christoph Trattner, Hedda Bakken, Martin Johannessen, and Vegard Solberg. 2021. The cholesterol factor: Balancing accuracy and health in recipe recommendation through a nutrient-specific metric. CEUR Workshop Proceedings 2959 (2021), 1\u201311."},{"key":"e_1_3_2_1_49_1","unstructured":"Christoph Trattner and David Elsweiler. 2017. Food Recommender Systems: Important Contributions Challenges and Future Research Directions. (2017) 1\u201316. arxiv:1711.02760http:\/\/arxiv.org\/abs\/1711.02760"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052573"},{"key":"e_1_3_2_1_51_1","unstructured":"USDA. 2023. FoodData Central. https:\/\/fdc.nal.usda.gov\/index.html"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5309-7_8"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271739"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/3418211"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00074"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330989"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015329"},{"key":"e_1_3_2_1_58_1","volume-title":"INSIGHTS FROM MACHINE-LEARNED DIET SUCCESS PREDICTION. Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 21","author":"Weber Ingmar","year":"2016","unstructured":"Ingmar Weber and Palakorn Achananuparp. 2016. INSIGHTS FROM MACHINE-LEARNED DIET SUCCESS PREDICTION. Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 21 (2016), 540\u2013551."},{"key":"e_1_3_2_1_59_1","unstructured":"WHO. 2015. WHO calls on countries to reduce sugars intake among adults and children. https:\/\/www.who.int\/news\/item\/04-03-2015-who-calls-on-countries-to-reduce-sugars-intake-among-adults-and-children"},{"key":"e_1_3_2_1_60_1","unstructured":"WHO. 2023. Obesity info page of the World Health Organization. https:\/\/www.who.int\/health-topics\/obesity"},{"key":"e_1_3_2_1_61_1","unstructured":"David Wood Richard Cyganiak and Markus Lanthaler. 2014. RDF 1.1 Concepts and Abstract Syntax. W3C Recommendation. W3C. https:\/\/www.w3.org\/TR\/2014\/REC-rdf11-concepts-20140225\/."},{"key":"e_1_3_2_1_62_1","volume-title":"Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation. (jul","author":"Xian Yikun","year":"2020","unstructured":"Yikun Xian, Zuohui Fu, Qiaoying Huang, S. Muthukrishnan, and Yongfeng Zhang. 2020. Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation. (jul 2020). arxiv:2007.13207http:\/\/arxiv.org\/abs\/2007.13207"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331203"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1"},{"key":"e_1_3_2_1_65_1","volume-title":"Learning Post-Hoc Causal Explanations for Recommendation. CEUR Workshop Proceedings 2911 (jun 2020","author":"Xu Shuyuan","year":"2020","unstructured":"Shuyuan Xu, Yunqi Li, Shuchang Liu, Zuohui Fu, Xu Chen, and Yongfeng Zhang. 2020. Learning Post-Hoc Causal Explanations for Recommendation. CEUR Workshop Proceedings 2911 (jun 2020), 13\u201325. arxiv:2006.16977http:\/\/arxiv.org\/abs\/2006.16977"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2929413"},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2021.1003919"},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1561\/1500000066"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcn"}],"event":{"name":"RecSys '23: Seventeenth ACM Conference on Recommender Systems","location":"Singapore Singapore","acronym":"RecSys '23","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Proceedings of the 17th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3609491","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3604915.3609491","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:35Z","timestamp":1750178795000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3609491"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,14]]},"references-count":69,"alternative-id":["10.1145\/3604915.3609491","10.1145\/3604915"],"URL":"https:\/\/doi.org\/10.1145\/3604915.3609491","relation":{},"subject":[],"published":{"date-parts":[[2023,9,14]]},"assertion":[{"value":"2023-09-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}