{"id":"https://openalex.org/W4408358021","doi":"https://doi.org/10.28945/5411","title":"Optimizing Healthcare Service Delivery Using Improvised Fuzzy Logic Algorithm","display_name":"Optimizing Healthcare Service Delivery Using Improvised Fuzzy Logic Algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408358021","doi":"https://doi.org/10.28945/5411"},"language":"en","primary_location":{"id":"doi:10.28945/5411","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5411","pdf_url":"http://www.inform.nu/Articles/Vol28/InfoSciV28Art009Sarasu11090.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.inform.nu/Articles/Vol28/InfoSciV28Art009Sarasu11090.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095369836","display_name":"R. Sarasu","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sarasu R R","raw_affiliation_strings":["Saveetha School of Engineering,Saveetha Institute of Medical and Technical Sciences"],"affiliations":[{"raw_affiliation_string":"Saveetha School of Engineering,Saveetha Institute of Medical and Technical Sciences","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417093","display_name":"Sunil Kumar","orcid":"https://orcid.org/0000-0002-4840-881X"},"institutions":[{"id":"https://openalex.org/I3130021832","display_name":"Shree Guru Gobind Singh Tricentenary University","ror":"https://ror.org/04kf25f32","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130021832"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunil Kumar","raw_affiliation_strings":["Associate Professor, Faculty of Commerce and Management, SGT University Gurugram"],"affiliations":[{"raw_affiliation_string":"Associate Professor, Faculty of Commerce and Management, SGT University Gurugram","institution_ids":["https://openalex.org/I3130021832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109287679","display_name":"M. Thomas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas M","raw_affiliation_strings":["St Mother Theresa Engineerig College"],"affiliations":[{"raw_affiliation_string":"St Mother Theresa Engineerig College","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028585941","display_name":"John Philip Bhimavarapu","orcid":"https://orcid.org/0000-0002-5469-5720"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"John Philip Bhimavarapu","raw_affiliation_strings":["Assistant Professor, Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111599835","display_name":"L. Shyamala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shyamala L","raw_affiliation_strings":["Assistant Professor, Department of Mathematics, R.M.K.College of Engineering and Technology"],"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Mathematics, R.M.K.College of Engineering and Technology","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101334851","display_name":"Rolly Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rolly Gupta","raw_affiliation_strings":["Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi NCR Campus"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, SRM Institute of Science and Technology, Delhi NCR Campus","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5095369836"],"corresponding_institution_ids":["https://openalex.org/I85461943"],"apc_list":null,"apc_paid":null,"fwci":4.6722,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93296304,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"28","issue":null,"first_page":"009","last_page":"009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.5224000215530396,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.5224000215530396,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.736335813999176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6146267056465149},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4723687767982483},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.45812875032424927},{"id":"https://openalex.org/keywords/healthcare-service","display_name":"Healthcare service","score":0.4195179045200348},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.413574755191803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37760210037231445},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13765877485275269}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.736335813999176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146267056465149},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4723687767982483},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.45812875032424927},{"id":"https://openalex.org/C3018279614","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare service","level":3,"score":0.4195179045200348},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.413574755191803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37760210037231445},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13765877485275269},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.28945/5411","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5411","pdf_url":"http://www.inform.nu/Articles/Vol28/InfoSciV28Art009Sarasu11090.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.28945/5411","is_oa":true,"landing_page_url":"https://doi.org/10.28945/5411","pdf_url":"http://www.inform.nu/Articles/Vol28/InfoSciV28Art009Sarasu11090.pdf","source":{"id":"https://openalex.org/S2736881203","display_name":"Informing Science The International Journal of an Emerging Transdiscipline","issn_l":"1521-4672","issn":["1521-4672","1547-9684","1547-9692"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informing Science: The International Journal of an Emerging Transdiscipline","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408358021.pdf","grobid_xml":"https://content.openalex.org/works/W4408358021.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W634837882","https://openalex.org/W4207012131","https://openalex.org/W2051882548","https://openalex.org/W1990666506","https://openalex.org/W1460595643","https://openalex.org/W4220789350","https://openalex.org/W3162849965","https://openalex.org/W2182507104","https://openalex.org/W3135514979","https://openalex.org/W1001519782"],"abstract_inverted_index":{"Aim/Purpose:":[0],"To":[1,17],"develop":[2],"a":[3,64,139,156,164],"Deep":[4,117],"Fuzzy":[5,118],"Logic":[6,119],"(DFL)":[7,120],"model":[8,66,74,137,154],"linking":[9],"all":[10,78],"hospital":[11,101],"departments":[12],"\u2013inpatient,":[13],"outpatient,":[14,68],"and":[15,21,48,70,84,89,125,133,143,163,216],"A&E.":[16],"maximize":[18],"staff":[19,90,168],"distribution":[20],"bed":[22,87,160],"capacity":[23,50,88],"using":[24,95,207],"linear":[25,93],"optimization":[26,94],"techniques.":[27,116],"Background:":[28],"Growing":[29],"pressure":[30],"on":[31],"healthcare":[32,188],"systems":[33],"calls":[34],"for":[35,59,77,176],"efficient":[36],"use":[37,110],"of":[38,54,111,141,183],"resources":[39],"when":[40,128],"extra":[41],"money":[42],"is":[43],"not":[44],"accessible.":[45],"Rising":[46],"demand":[47,76],"limited":[49],"in":[51,159,167,186,194],"every":[52],"field":[53],"medicine":[55],"need":[56],"comprehensive":[57],"modeling":[58],"hospitals.":[60],"Methodology:":[61],"We":[62],"developed":[63],"DFL":[65,153],"combining":[67],"hospital,":[69],"A&E":[71],"services.":[72],"This":[73],"estimates":[75],"specialties,":[79],"considers":[80],"patient":[81],"pathway":[82],"uncertainty,":[83],"projects":[85],"required":[86],"demands":[91],"by":[92],"discrete":[96],"event":[97],"simulation.":[98],"Contribution:":[99],"Complete":[100],"models":[102,121],"are":[103,122],"rare;":[104],"recent":[105],"studies":[106],"demonstrate":[107],"the":[108,181,184],"rising":[109],"numerous":[112],"operational":[113],"research":[114],"(OR)":[115],"becoming":[123],"more":[124,126,172],"interesting":[127],"combined":[129],"with":[130],"optimization,":[131],"simulation,":[132],"forecasting.":[134],"Findings:":[135],"The":[136],"provides":[138],"means":[140],"short-term":[142],"long-term":[144],"strategic":[145],"planning":[146],"decision":[147],"support":[148],"to":[149,171,190,212],"crucial":[150],"decision-makers.":[151],"Our":[152],"showed":[155],"15%":[157],"gain":[158],"utilization":[161],"efficiency":[162],"10%":[165],"drop":[166],"shortages":[169],"compared":[170],"traditional":[173],"methods.":[174],"Recommendation":[175],"Researchers:":[177],"Investigations":[178],"should":[179],"prioritize":[180],"validation":[182],"algorithm":[185],"various":[187],"environments":[189],"assess":[191],"its":[192],"efficacy":[193],"clinical":[195],"application.":[196],"Future":[197],"Research:":[198],"In":[199],"future":[200],"research,":[201],"this":[202],"work":[203],"can":[204],"be":[205],"enhanced":[206],"several":[208],"deep":[209],"learning":[210],"algorithms":[211],"achieve":[213],"better":[214],"accuracy":[215],"performance.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-07T13:37:22.277990","created_date":"2025-10-10T00:00:00"}