{"id":"https://openalex.org/W7140212347","doi":"https://doi.org/10.1016/j.procs.2026.02.443","title":"Predictive models for planning seasonality: The Algarve\u2019s case","display_name":"Predictive models for planning seasonality: The Algarve\u2019s case","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140212347","doi":"https://doi.org/10.1016/j.procs.2026.02.443"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.02.443","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.443","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.02.443","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ema Baptista","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ema Baptista","raw_affiliation_strings":["Faculty of Economics, University of Algarve. 8005-139 Faro, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Algarve. 8005-139 Faro, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Paula V. Martins","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paula V. Martins","raw_affiliation_strings":["Faculty of Sciences and Technology & CISCA, University of Algarve 8005-139 Faro, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technology & CISCA, University of Algarve 8005-139 Faro, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"S\u00edlvia Fernandes","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S\u00edlvia Fernandes","raw_affiliation_strings":["Faculty of Economics & CINTURS, University of Algarve. 8005-139 Faro, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics & CINTURS, University of Algarve. 8005-139 Faro, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.62898202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"278","issue":null,"first_page":"101","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12681","display_name":"Global Healthcare and Medical Tourism","score":0.574999988079071,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12681","display_name":"Global Healthcare and Medical Tourism","score":0.574999988079071,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.1589999943971634,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12402","display_name":"Travel-related health issues","score":0.035999998450279236,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.7527999877929688},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7204999923706055},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5916000008583069},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49939998984336853},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.45320001244544983},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4512999951839447},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4147999882698059},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.41339999437332153},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.40709999203681946}],"concepts":[{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.7527999877929688},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7204999923706055},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5916000008583069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5626000165939331},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49939998984336853},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.45320001244544983},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4512999951839447},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4147999882698059},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.41339999437332153},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.40709999203681946},{"id":"https://openalex.org/C3018279614","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Healthcare service","level":3,"score":0.3968000113964081},{"id":"https://openalex.org/C2986740045","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health services","level":3,"score":0.3885999917984009},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.3587999939918518},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.3549000024795532},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3513999879360199},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31310001015663147},{"id":"https://openalex.org/C2778149918","wikidata":"https://www.wikidata.org/wiki/Q3291156","display_name":"Population health","level":3,"score":0.3059000074863434},{"id":"https://openalex.org/C2986711855","wikidata":"https://www.wikidata.org/wiki/Q294308","display_name":"Public healthcare","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C179366874","wikidata":"https://www.wikidata.org/wiki/Q1185130","display_name":"Demand management","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.02.443","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.443","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.02.443","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.443","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.7244748473167419}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2890744836","https://openalex.org/W3042195394","https://openalex.org/W3134058431","https://openalex.org/W4308306245","https://openalex.org/W4388977194","https://openalex.org/W4390071971","https://openalex.org/W4394724890","https://openalex.org/W4402134928"],"related_works":[],"abstract_inverted_index":{"During":[0],"the":[1,15,21,38,44,60,79,88,91,100,107,116],"summer,":[2],"a":[3,112],"higher":[4],"influx":[5],"of":[6,17,24,32,81,90,109,127],"tourists":[7],"overwhelms":[8],"local":[9],"healthcare":[10,47,63,102],"services.":[11,120],"This":[12,104],"pressure":[13],"exacerbates":[14],"shortage":[16],"professionals":[18],"and":[19,26,43,65,129,139],"hinders":[20],"efficient":[22],"management":[23],"hospitals":[25],"health":[27],"centers.":[28],"The":[29,51],"overall":[30],"objective":[31],"this":[33,125],"study":[34],"is":[35],"to":[36,55,68,96],"investigate":[37],"relationship":[39],"between":[40],"tourism":[41,110],"seasonality":[42],"demand":[45,61,117],"for":[46,62,118,135],"in":[48,59,84,99,115,131],"Algarve":[49],"(Portugal).":[50],"specific":[52],"objectives":[53],"are:":[54],"identify":[56],"seasonal":[57],"challenges":[58],"services":[64,98],"discuss":[66],"solutions":[67],"optimize":[69],"resource":[70],"allocation.":[71],"A":[72],"selected":[73],"machine":[74],"learning":[75],"model":[76],"shows":[77],"that":[78],"impact":[80,89],"overnight":[82],"stays":[83],"tourist":[85],"accommodations":[86],"outweighs":[87],"resident":[92],"population":[93],"on":[94],"visits":[95],"emergency":[97,119],"public":[101],"sector.":[103],"behavior":[105],"highlights":[106],"importance":[108],"as":[111],"structural":[113],"factor":[114],"Future":[121],"planning":[122],"should":[123],"consider":[124],"kind":[126],"models":[128],"algorithms":[130],"incorporating":[132],"these":[133],"issues":[134],"better":[136],"service":[137],"quality":[138],"productivity.":[140]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2026-03-25T00:00:00"}
