{"id":"https://openalex.org/W4386469277","doi":"https://doi.org/10.1007/978-3-031-42935-4_19","title":"\u201cHealth Is the\u00a0Real Wealth\u201d: Unsupervised Approach to\u00a0Improve Explainability in\u00a0Health-Based Recommendation Systems","display_name":"\u201cHealth Is the\u00a0Real Wealth\u201d: Unsupervised Approach to\u00a0Improve Explainability in\u00a0Health-Based Recommendation Systems","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386469277","doi":"https://doi.org/10.1007/978-3-031-42935-4_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-42935-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42935-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001042714","display_name":"Bartolom\u00e9 Ortiz-Viso","orcid":"https://orcid.org/0000-0003-2181-0734"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Bartolome Ortiz-Viso","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain","Research Centre for Information and Communications Technologies (CITIC-UGR), University of Granada, 18014, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2181-0734","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Research Centre for Information and Communications Technologies (CITIC-UGR), University of Granada, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038358917","display_name":"Carlos Fernandez\u2010Basso","orcid":"https://orcid.org/0000-0002-8809-8676"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Carlos Fernandez-Basso","raw_affiliation_strings":["Causal Cognition Lab, Division of Psychology and Language Sciences, University College London, London, UK","Research Centre for Information and Communications Technologies (CITIC-UGR), University of Granada, 18014, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8809-8676","affiliations":[{"raw_affiliation_string":"Causal Cognition Lab, Division of Psychology and Language Sciences, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Research Centre for Information and Communications Technologies (CITIC-UGR), University of Granada, 18014, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047854845","display_name":"Jesica G\u00f3mez-S\u00e1nchez","orcid":"https://orcid.org/0000-0002-0247-1012"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Jesica G\u00f3mez-S\u00e1nchez","raw_affiliation_strings":["Causal Cognition Lab, Division of Psychology and Language Sciences, University College London, London, UK","Department of Developmental and Educational Psychology, University of Granada, 18011, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0247-1012","affiliations":[{"raw_affiliation_string":"Causal Cognition Lab, Division of Psychology and Language Sciences, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Department of Developmental and Educational Psychology, University of Granada, 18011, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000475040","display_name":"Mar\u0131\u0301a J. Mart\u0131\u0301n-Bautista","orcid":"https://orcid.org/0000-0002-6973-477X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria J. Martin-Bautista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain","University of Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6973-477X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001042714"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4977515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11925","display_name":"Culinary Culture and Tourism","score":0.946399986743927,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13984","display_name":"Nutrition, Genetics, and Disease","score":0.9261000156402588,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.801276683807373},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.711345911026001},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.711147129535675},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5827482342720032},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49316829442977905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3714227080345154},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28064602613449097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.801276683807373},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.711345911026001},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.711147129535675},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5827482342720032},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49316829442977905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3714227080345154},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28064602613449097},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-42935-4_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-42935-4_19","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2549145829","https://openalex.org/W2728515412","https://openalex.org/W2734353378","https://openalex.org/W2802093198","https://openalex.org/W2898694742","https://openalex.org/W2964205875","https://openalex.org/W2965211237","https://openalex.org/W2970641574","https://openalex.org/W2996060240","https://openalex.org/W3033190121","https://openalex.org/W3087943195","https://openalex.org/W3095240165","https://openalex.org/W3098613713","https://openalex.org/W3100806282","https://openalex.org/W3103558024","https://openalex.org/W3109664766","https://openalex.org/W3111523098","https://openalex.org/W3119394424","https://openalex.org/W3126430250","https://openalex.org/W3132557167","https://openalex.org/W3139076779","https://openalex.org/W3162428030","https://openalex.org/W3165731786","https://openalex.org/W3171233877","https://openalex.org/W3215612808","https://openalex.org/W4206348828","https://openalex.org/W4210798262","https://openalex.org/W4220718676","https://openalex.org/W4225001683","https://openalex.org/W4281255712","https://openalex.org/W4283314049","https://openalex.org/W4285223072","https://openalex.org/W4293763832","https://openalex.org/W4312444877","https://openalex.org/W4312534264","https://openalex.org/W4313570080","https://openalex.org/W4385490920","https://openalex.org/W6601796474"],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2348159088","https://openalex.org/W2045871438","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2368095327","https://openalex.org/W2122731942","https://openalex.org/W2402445420","https://openalex.org/W2977378428"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
