{"id":"https://openalex.org/W4388340897","doi":"https://doi.org/10.15837/ijccc.2023.6.5086","title":"Hybrid Filtering-based Physician Recommender Systems using Fuzzy Analytic Hierarchy Process and User Ratings","display_name":"Hybrid Filtering-based Physician Recommender Systems using Fuzzy Analytic Hierarchy Process and User Ratings","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388340897","doi":"https://doi.org/10.15837/ijccc.2023.6.5086"},"language":"en","primary_location":{"id":"doi:10.15837/ijccc.2023.6.5086","doi":"https://doi.org/10.15837/ijccc.2023.6.5086","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2023.6.5086","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/5086/1991","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://univagora.ro/jour/index.php/ijccc/article/download/5086/1991","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"V. Mani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154466","display_name":"M. Kumarasamy College of Engineering","ror":"https://ror.org/03z0n5k81","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Mani","raw_affiliation_strings":["Department of Computer Science and Engineering, M.Kumarasamy College of Engineering, Karur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, M.Kumarasamy College of Engineering, Karur, Tamilnadu, India","institution_ids":["https://openalex.org/I4387154466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075601922","display_name":"S. Thilagamani","orcid":"https://orcid.org/0000-0002-0962-4309","observed_orcids":["https://orcid.org/0000-0002-0962-4309"]},"institutions":[{"id":"https://openalex.org/I4387154466","display_name":"M. Kumarasamy College of Engineering","ror":"https://ror.org/03z0n5k81","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Thilagamani","raw_affiliation_strings":["Department of Computer Science and Engineering, M.Kumarasamy College of Engineering, Karur, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, M.Kumarasamy College of Engineering, Karur, Tamilnadu, India","institution_ids":["https://openalex.org/I4387154466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387154466"],"apc_list":{"value":500,"currency":"EUR","value_usd":539},"apc_paid":{"value":500,"currency":"EUR","value_usd":539},"fwci":2.1819,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87839508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"6","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":0.9990000128746033,"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":0.9990000128746033,"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hybrid-recommendation","display_name":"hybrid recommendation","score":0.734000027179718},{"id":"https://openalex.org/keywords/fuzzy-analytic-hierarchy-process","display_name":"fuzzy analytic hierarchy process","score":0.9679999947547913},{"id":"https://openalex.org/keywords/user-ratings","display_name":"user ratings","score":0.7670000195503235},{"id":"https://openalex.org/keywords/doctor-selection","display_name":"doctor selection","score":0.6370000243186951},{"id":"https://openalex.org/keywords/demographic-filtering","display_name":"demographic filtering","score":0.7620000243186951},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":1.0},{"id":"https://openalex.org/keywords/content-based-filtering","display_name":"content-based filtering","score":1.0},{"id":"https://openalex.org/keywords/patient-preferences","display_name":"patient preferences","score":0.7329999804496765}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8670130372047424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8131338357925415},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7087018489837646},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5764763355255127},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5577893257141113},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5252618193626404},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4960695207118988},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.47984975576400757},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4678889811038971},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4486258327960968},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43003469705581665},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.33831021189689636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3318716883659363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3026500642299652},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19995075464248657},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.16812476515769958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15837/ijccc.2023.6.5086","doi":"https://doi.org/10.15837/ijccc.2023.6.5086","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2023.6.5086","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/5086/1991","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15837/ijccc.2023.6.5086","doi":"https://doi.org/10.15837/ijccc.2023.6.5086","is_oa":true,"landing_page_url":"https://doi.org/10.15837/ijccc.2023.6.5086","pdf_url":"https://univagora.ro/jour/index.php/ijccc/article/download/5086/1991","source":{"id":"https://openalex.org/S147751515","display_name":"International Journal of Computers Communications & Control","issn_l":"1841-9836","issn":["1841-9836","1841-9844"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314650","host_organization_name":"Agora University","host_organization_lineage":["https://openalex.org/P4310314650"],"host_organization_lineage_names":["Agora University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS &amp; CONTROL","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388340897.pdf","grobid_xml":"https://content.openalex.org/works/W4388340897.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1554149983","https://openalex.org/W2031634675","https://openalex.org/W2042602549","https://openalex.org/W2043135804","https://openalex.org/W2059383354","https://openalex.org/W2263972221","https://openalex.org/W2303147257","https://openalex.org/W2431032831","https://openalex.org/W2460080552","https://openalex.org/W2767903168","https://openalex.org/W2884720588","https://openalex.org/W3195368231","https://openalex.org/W4220751502","https://openalex.org/W4221101321"],"related_works":["https://openalex.org/W2953309289","https://openalex.org/W4307561228","https://openalex.org/W2889203523","https://openalex.org/W4251699205","https://openalex.org/W2277897549","https://openalex.org/W2001181520","https://openalex.org/W4205960905","https://openalex.org/W6907432084","https://openalex.org/W2202156267","https://openalex.org/W4405242175"],"abstract_inverted_index":{"As":[0],"an":[1,82,90,145],"emerging":[2],"trend":[3],"in":[4,92,118],"data":[5,11],"science,":[6],"applications":[7],"based":[8],"on":[9,69],"big":[10],"analytics":[12],"are":[13,21,194],"reshaping":[14],"health":[15],"informatics":[16],"and":[17,24,43,51,113,126,188,196],"medical":[18],"scenarios.Currently,":[19],"peoples":[20],"more":[22],"cognizant":[23],"seek":[25],"solutions":[26],"to":[27,71,78,87,148,163],"their":[28,127],"healthcareproblems":[29],"online.":[30],"In":[31],"the":[32,121,133,150,154,189],"chorus,":[33],"selecting":[34],"a":[35,41,73,79,93,100,141,169],"healthcare":[36],"professional":[37],"or":[38],"organization":[39],"is":[40,56,161],"tedious":[42],"time-consuming":[44],"process.":[45],"Patients":[46],"may":[47],"vainly":[48],"spend":[49],"time":[50],"meet":[52],"severaldoctors":[53],"until":[54],"one":[55],"found":[57],"that":[58,192],"suits":[59],"theirexact":[60],"needs.":[61],"Frequently,":[62],"they":[63],"do":[64],"not":[65],"have":[66],"sufficient":[67],"information":[68],"whereupon":[70],"base":[72,171],"decision.":[74],"This":[75],"has":[76,185],"led":[77],"dire":[80],"requirementfor":[81],"efficient":[83],"anddependablepatient-specific":[84],"online":[85],"tool":[86],"find":[88,149],"out":[89],"appropriatedoctor":[91],"limited":[94],"time.In":[95],"this":[96,158],"paper,":[97],"we":[98],"propose":[99],"hybrid":[101],"Physician":[102],"Recommender":[103],"System(PRS)":[104],"by":[105,137],"integrating":[106],"various":[107],"recommender":[108,180],"approaches":[109],"such":[110],"asdemographic,":[111],"collaborative,":[112],"content-based":[114],"filtering":[115],"for":[116,201],"findingsuitabledoctors":[117],"line":[119],"with":[120],"preferred":[122,166],"choices":[123,167],"of":[124,135,153],"patients":[125],"ratings.":[128],"The":[129,182],"proposed":[130,183],"system":[131,184],"resolves":[132],"problem":[134],"customization":[136],"studyingthe":[138],"patient\u2019s":[139,199],"criteriaforchoosing":[140],"physician.":[142],"It":[143],"employs":[144],"adaptive":[146],"algorithm":[147],"overall":[151],"rank":[152],"particular":[155],"doctor.":[156],"Furthermore,":[157],"ranking":[159],"method":[160],"applied":[162],"convert":[164],"patients\u2019":[165],"into":[168],"numerical":[170],"rating,":[172],"which":[173],"will":[174],"ultimately":[175],"be":[176],"employed":[177],"inour":[178],"physician":[179],"system.":[181],"been":[186],"appraisedcarefully,":[187],"result":[190],"reveals":[191],"recommendations":[193],"rational":[195],"can":[197],"satisfythe":[198],"need":[200],"consistentphysician":[202],"selection":[203],"successfully.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":10}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-11-05T00:00:00"}
