{"id":"https://openalex.org/W4412866683","doi":"https://doi.org/10.55537/cosie.v4i3.1216","title":"Beach Tourism Destination Recommendation System in Padang City Using the ROC-MOORA Method","display_name":"Beach Tourism Destination Recommendation System in Padang City Using the ROC-MOORA Method","publication_year":2025,"publication_date":"2025-07-18","ids":{"openalex":"https://openalex.org/W4412866683","doi":"https://doi.org/10.55537/cosie.v4i3.1216"},"language":"en","primary_location":{"id":"doi:10.55537/cosie.v4i3.1216","doi":"https://doi.org/10.55537/cosie.v4i3.1216","is_oa":true,"landing_page_url":"https://doi.org/10.55537/cosie.v4i3.1216","pdf_url":"https://journal.aira.or.id/index.php/cosie/article/download/1216/484","source":{"id":"https://openalex.org/S4220651183","display_name":"Journal of Computer Science and Informatics Engineering (CoSIE)","issn_l":"2827-8356","issn":["2827-8356","2827-9999"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science and Informatics Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.aira.or.id/index.php/cosie/article/download/1216/484","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010895080","display_name":"Feriantano Sundang Pranata","orcid":"https://orcid.org/0000-0002-8092-6545","observed_orcids":["https://orcid.org/0000-0002-8092-6545"]},"institutions":[{"id":"https://openalex.org/I245308123","display_name":"Universitas Negeri Padang","ror":"https://ror.org/04jrfgq66","country_code":"ID","type":"education","lineage":["https://openalex.org/I245308123"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Feriantano Sundang Pranata","raw_affiliation_strings":["Universitas Negeri Padang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Padang","institution_ids":["https://openalex.org/I245308123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010228793","display_name":"Yuke Permata Lisna","orcid":"https://orcid.org/0009-0009-8504-0100","observed_orcids":["https://orcid.org/0009-0009-8504-0100"]},"institutions":[{"id":"https://openalex.org/I245308123","display_name":"Universitas Negeri Padang","ror":"https://ror.org/04jrfgq66","country_code":"ID","type":"education","lineage":["https://openalex.org/I245308123"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yuke Permata Lisna","raw_affiliation_strings":["Universitas Negeri Padang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Padang","institution_ids":["https://openalex.org/I245308123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091742914","display_name":"Retnaningtyas Susanti","orcid":"https://orcid.org/0000-0003-0298-1706","observed_orcids":["https://orcid.org/0000-0003-0298-1706","https://orcid.org/0000-0003-2166-7501"]},"institutions":[{"id":"https://openalex.org/I245308123","display_name":"Universitas Negeri Padang","ror":"https://ror.org/04jrfgq66","country_code":"ID","type":"education","lineage":["https://openalex.org/I245308123"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Retnaningtyas Susanti","raw_affiliation_strings":["Universitas Negeri Padang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Padang","institution_ids":["https://openalex.org/I245308123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I245308123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":"3","first_page":"175","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9423999786376953,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9423999786376953,"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"}},{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.053300000727176666,"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"}},{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1409","display_name":"Tourism, Leisure and Hospitality Management"},"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/beach-tourism","display_name":"beach tourism","score":0.9869999885559082},{"id":"https://openalex.org/keywords/rank-order-centroid","display_name":"Rank Order Centroid","score":0.9300000071525574},{"id":"https://openalex.org/keywords/moora","display_name":"MOORA","score":0.7940000295639038},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.9150000214576721},{"id":"https://openalex.org/keywords/tourist-destination-evaluation","display_name":"tourism destination evaluation","score":0.6819999814033508},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.6859999895095825},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.7649999856948853}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.651106595993042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.373854398727417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3735084533691406},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27440911531448364},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55537/cosie.v4i3.1216","doi":"https://doi.org/10.55537/cosie.v4i3.1216","is_oa":true,"landing_page_url":"https://doi.org/10.55537/cosie.v4i3.1216","pdf_url":"https://journal.aira.or.id/index.php/cosie/article/download/1216/484","source":{"id":"https://openalex.org/S4220651183","display_name":"Journal of Computer Science and Informatics Engineering (CoSIE)","issn_l":"2827-8356","issn":["2827-8356","2827-9999"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science and Informatics Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55537/cosie.v4i3.1216","doi":"https://doi.org/10.55537/cosie.v4i3.1216","is_oa":true,"landing_page_url":"https://doi.org/10.55537/cosie.v4i3.1216","pdf_url":"https://journal.aira.or.id/index.php/cosie/article/download/1216/484","source":{"id":"https://openalex.org/S4220651183","display_name":"Journal of Computer Science and Informatics Engineering (CoSIE)","issn_l":"2827-8356","issn":["2827-8356","2827-9999"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Science and Informatics Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7250000238418579}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412866683.pdf","grobid_xml":"https://content.openalex.org/works/W4412866683.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2982055119","https://openalex.org/W2982397923","https://openalex.org/W3167998298","https://openalex.org/W4206596491","https://openalex.org/W4254157251","https://openalex.org/W4297757700","https://openalex.org/W4386454462","https://openalex.org/W4390514369","https://openalex.org/W4391981373","https://openalex.org/W4392414914","https://openalex.org/W4401050472","https://openalex.org/W4404495394","https://openalex.org/W4406779612","https://openalex.org/W4409791975","https://openalex.org/W4411324260","https://openalex.org/W4412025546"],"related_works":["https://openalex.org/W4415725131","https://openalex.org/W4409613103","https://openalex.org/W4392907232","https://openalex.org/W7117472256","https://openalex.org/W7220810056","https://openalex.org/W4401050472","https://openalex.org/W4413477290","https://openalex.org/W4386454462","https://openalex.org/W4317352505","https://openalex.org/W4410517908"],"abstract_inverted_index":{"Padang":[0],"City's":[1],"tourism":[2,129],"sector":[3],"has":[4],"great":[5],"potential,":[6],"but":[7],"there":[8],"is":[9,88],"no":[10],"data-based":[11],"destination":[12,67,77,115],"recommendation":[13,22],"system":[14,23,42,87],"for":[15],"beach":[16],"tourism.":[17],"This":[18,86,117],"study":[19,118],"develops":[20],"a":[21,105],"using":[24,64,71],"the":[25,34,80,102,110,121,124,128],"Rank":[26],"Order":[27],"Centroid":[28],"(ROC)":[29],"and":[30,57,97,114],"Multi-Objective":[31],"Optimization":[32],"on":[33,48,132],"basis":[35],"of":[36,104,112,123],"Ratio":[37],"Analysis":[38],"(MOORA)":[39],"methods.":[40],"The":[41,73],"evaluates":[43],"10":[44],"alternative":[45],"beaches":[46],"based":[47,131],"five":[49],"criteria:":[50],"entrance":[51],"fees,":[52],"safety,":[53],"operating":[54],"hours,":[55],"facilities,":[56],"cleanliness.":[58],"Criteria":[59],"weights":[60],"are":[61,69],"determined":[62],"objectively":[63],"ROC,":[65],"while":[66],"rankings":[68],"calculated":[70],"MOORA.":[72],"results":[74],"show":[75],"that":[76],"A4":[78],"obtained":[79],"highest":[81],"score":[82],"(Yi":[83],"=":[84],"0.3015).":[85],"proven":[89],"to":[90,93,108,120],"be":[91,99],"able":[92],"provide":[94],"objective":[95],"recommendations":[96],"can":[98],"implemented":[100],"in":[101,127],"form":[103],"web":[106],"application":[107],"support":[109,134],"decisions":[111],"tourists":[113],"managers.":[116],"contributes":[119],"integration":[122],"ROC-MOORA":[125],"method":[126],"domain":[130],"decision":[133],"systems.":[135]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}