{"id":"https://openalex.org/W4409286243","doi":"https://doi.org/10.1007/s13721-025-00514-4","title":"Community-aware recommender system for personalized patient\u2013physician matchmaking on bipartite graphs","display_name":"Community-aware recommender system for personalized patient\u2013physician matchmaking on bipartite graphs","publication_year":2025,"publication_date":"2025-04-09","ids":{"openalex":"https://openalex.org/W4409286243","doi":"https://doi.org/10.1007/s13721-025-00514-4"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00514-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00514-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"},"type":"article","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/A5053513489","display_name":"Gianlucca Zuin","orcid":"https://orcid.org/0000-0002-0429-3280"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gianlucca Zuin","raw_affiliation_strings":["C.S. Dept., UFMG, Belo Horizonte, Minas Gerais, 31270-901, Brazil","Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C.S. Dept., UFMG, Belo Horizonte, Minas Gerais, 31270-901, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Guilherme Lima","orcid":"https://orcid.org/0000-0002-0429-3280"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme Lima","raw_affiliation_strings":["C.S. Dept., UFMG, Belo Horizonte, Minas Gerais, 31270-901, Brazil","Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0429-3280","affiliations":[{"raw_affiliation_string":"C.S. Dept., UFMG, Belo Horizonte, Minas Gerais, 31270-901, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026333855","display_name":"Gabriel de A. Barros","orcid":"https://orcid.org/0000-0001-9449-8206"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel F. Barros","raw_affiliation_strings":["C.E. Program, COPPE-UFRJ, Rio de Janeiro, Rio de Janeiro, 21941-972, Brazil","Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C.E. Program, COPPE-UFRJ, Rio de Janeiro, Rio de Janeiro, 21941-972, Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092484798","display_name":"Nicolas Van\u00e7an","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Nicolas Van\u00e7an","raw_affiliation_strings":["Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079935679","display_name":"Ana Paula Macedo","orcid":"https://orcid.org/0000-0002-1064-3523"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula Macedo","raw_affiliation_strings":["Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092484797","display_name":"Humberto Lomeu","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Humberto Lomeu","raw_affiliation_strings":["C.E. Program, COPPE-UFRJ, Rio de Janeiro, Rio de Janeiro, 21941-972, Brazil","Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"C.E. Program, COPPE-UFRJ, Rio de Janeiro, Rio de Janeiro, 21941-972, Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Kunumi, Belo Horizonte, Minas Gerais, 30130-131, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042780465","display_name":"Fernando Mart\u00edn Biscione","orcid":"https://orcid.org/0000-0002-9786-0028"},"institutions":[{"id":"https://openalex.org/I3018999404","display_name":"Centro Universit\u00e1rio de Belo Horizonte","ror":"https://ror.org/04m3xd186","country_code":"BR","type":"education","lineage":["https://openalex.org/I3018999404"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Biscione","raw_affiliation_strings":["Unimed-BH, Belo Horizonte, Minas Gerais, 30140-120, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unimed-BH, Belo Horizonte, Minas Gerais, 30140-120, Brazil","institution_ids":["https://openalex.org/I3018999404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.65,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93901706,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.8493239879608154},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6936640739440918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.63340163230896},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4695860743522644},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.46618765592575073},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3468579649925232},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2540287375450134},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2199750542640686},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.13011211156845093},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.08881086111068726},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.07855883240699768}],"concepts":[{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.8493239879608154},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6936640739440918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63340163230896},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4695860743522644},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.46618765592575073},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3468579649925232},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2540287375450134},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2199750542640686},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.13011211156845093},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.08881086111068726},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.07855883240699768}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00514-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00514-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W310638743","https://openalex.org/W1098869735","https://openalex.org/W1721432103","https://openalex.org/W1971421925","https://openalex.org/W1981276685","https://openalex.org/W1987971958","https://openalex.org/W2001220096","https://openalex.org/W2010862107","https://openalex.org/W2028988057","https://openalex.org/W2031634675","https://openalex.org/W2042281163","https://openalex.org/W2045745608","https://openalex.org/W2068651465","https://openalex.org/W2074617510","https://openalex.org/W2099422090","https://openalex.org/W2105475977","https://openalex.org/W2109726592","https://openalex.org/W2116206254","https://openalex.org/W2120751691","https://openalex.org/W2124541614","https://openalex.org/W2124591829","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2153111836","https://openalex.org/W2155106456","https://openalex.org/W2156455250","https://openalex.org/W2223028369","https://openalex.org/W2277897549","https://openalex.org/W2327949698","https://openalex.org/W2460080552","https://openalex.org/W2605350416","https://openalex.org/W2606513243","https://openalex.org/W2770480868","https://openalex.org/W2791974958","https://openalex.org/W2799748182","https://openalex.org/W2804193846","https://openalex.org/W2886785829","https://openalex.org/W2911793480","https://openalex.org/W2945623882","https://openalex.org/W2962805116","https://openalex.org/W2963367478","https://openalex.org/W2963929932","https://openalex.org/W2972541642","https://openalex.org/W2979436055","https://openalex.org/W2980951591","https://openalex.org/W2992990633","https://openalex.org/W2994174556","https://openalex.org/W3012023357","https://openalex.org/W3019453528","https://openalex.org/W3023880827","https://openalex.org/W3099528329","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3111523098","https://openalex.org/W3117781678","https://openalex.org/W3158390521","https://openalex.org/W4225321042","https://openalex.org/W4282967107","https://openalex.org/W4298882835","https://openalex.org/W4310055979","https://openalex.org/W4380742585","https://openalex.org/W4384521392","https://openalex.org/W4388837835","https://openalex.org/W4391842074","https://openalex.org/W4394711596","https://openalex.org/W4396735686","https://openalex.org/W4405107223"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2371352078","https://openalex.org/W2953461625","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2077383796","https://openalex.org/W2080136900","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}