{"id":"https://openalex.org/W4395021758","doi":"https://doi.org/10.1016/j.softx.2024.101732","title":"ODMeans: An R package for global and local cluster detection for Origin\u2013Destination GPS data","display_name":"ODMeans: An R package for global and local cluster detection for Origin\u2013Destination GPS data","publication_year":2024,"publication_date":"2024-04-21","ids":{"openalex":"https://openalex.org/W4395021758","doi":"https://doi.org/10.1016/j.softx.2024.101732"},"language":"en","primary_location":{"id":"doi:10.1016/j.softx.2024.101732","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2024.101732","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.softx.2024.101732","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066140959","display_name":"Cristobal Heredia","orcid":"https://orcid.org/0009-0003-6720-1085"},"institutions":[{"id":"https://openalex.org/I21067949","display_name":"Adolfo Ib\u00e1\u00f1ez University","ror":"https://ror.org/0326knt82","country_code":"CL","type":"education","lineage":["https://openalex.org/I21067949"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Cristobal Heredia","raw_affiliation_strings":["Universidad Adolfo Ib\u00e1\u00f1ez, Chile"],"raw_orcid":"https://orcid.org/0009-0003-6720-1085","affiliations":[{"raw_affiliation_string":"Universidad Adolfo Ib\u00e1\u00f1ez, Chile","institution_ids":["https://openalex.org/I21067949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060132668","display_name":"Sebasti\u00e1n Moreno","orcid":"https://orcid.org/0000-0001-5422-0656"},"institutions":[{"id":"https://openalex.org/I21067949","display_name":"Adolfo Ib\u00e1\u00f1ez University","ror":"https://ror.org/0326knt82","country_code":"CL","type":"education","lineage":["https://openalex.org/I21067949"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Sebastian Moreno","raw_affiliation_strings":["Universidad Adolfo Ib\u00e1\u00f1ez, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Adolfo Ib\u00e1\u00f1ez, Chile","institution_ids":["https://openalex.org/I21067949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014579190","display_name":"Wilfredo F. Yushimito","orcid":"https://orcid.org/0000-0002-5528-2477"},"institutions":[{"id":"https://openalex.org/I21067949","display_name":"Adolfo Ib\u00e1\u00f1ez University","ror":"https://ror.org/0326knt82","country_code":"CL","type":"education","lineage":["https://openalex.org/I21067949"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Wilfredo Yushimito","raw_affiliation_strings":["Universidad Adolfo Ib\u00e1\u00f1ez, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Adolfo Ib\u00e1\u00f1ez, Chile","institution_ids":["https://openalex.org/I21067949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066140959"],"corresponding_institution_ids":["https://openalex.org/I21067949"],"apc_list":{"value":500,"currency":"USD","value_usd":500},"apc_paid":{"value":500,"currency":"USD","value_usd":500},"fwci":1.9209,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85217819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"26","issue":null,"first_page":"101732","last_page":"101732"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.8021390438079834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7541230916976929},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6379275918006897},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6089179515838623},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6062519550323486},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5894869565963745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5123735666275024},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4809943437576294},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4374777674674988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2037157118320465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09818315505981445},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.09719774127006531},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08547687530517578},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07954305410385132}],"concepts":[{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.8021390438079834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7541230916976929},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6379275918006897},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6089179515838623},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6062519550323486},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5894869565963745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5123735666275024},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4809943437576294},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4374777674674988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2037157118320465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09818315505981445},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.09719774127006531},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08547687530517578},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07954305410385132},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.softx.2024.101732","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2024.101732","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ecceeef615224fbbbb08fae3b22ffe24","is_oa":true,"landing_page_url":"https://doaj.org/article/ecceeef615224fbbbb08fae3b22ffe24","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SoftwareX, Vol 26, Iss , Pp 101732- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.softx.2024.101732","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2024.101732","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7963820460","display_name":null,"funder_award_id":"11230076","funder_id":"https://openalex.org/F4320338073","funder_display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null},{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2052793535","https://openalex.org/W2127048411","https://openalex.org/W3102641634","https://openalex.org/W3202156453","https://openalex.org/W4399648719","https://openalex.org/W6607793530","https://openalex.org/W6668990524","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W2586280620","https://openalex.org/W2805505483","https://openalex.org/W2334071950","https://openalex.org/W2384744344","https://openalex.org/W4233932308","https://openalex.org/W1799694159","https://openalex.org/W2393169196","https://openalex.org/W2366610330","https://openalex.org/W4242143973"],"abstract_inverted_index":{"The":[0,47],"ODMeans":[1],"R":[2],"package":[3,48],"implements":[4],"the":[5,53,57,70],"OD-Means":[6,31],"model,":[7],"a":[8],"two-layer":[9],"hierarchical":[10],"clustering":[11],"algorithm":[12],"designed":[13],"for":[14,51],"extracting":[15],"both":[16],"global":[17],"and":[18,35,44,55,76],"local":[19],"travel":[20],"patterns":[21],"from":[22,65],"Origin\u2013Destination":[23],"Pairs":[24],"(OD-Pairs).":[25],"In":[26],"contrast":[27],"to":[28],"existing":[29],"models,":[30],"automates":[32],"cluster":[33],"determination":[34],"offers":[36],"advantages":[37],"such":[38],"as":[39],"smaller":[40],"Within-Cluster":[41],"Distance":[42],"(WCD)":[43],"dual":[45],"hierarchies.":[46],"includes":[49],"functions":[50],"applying":[52],"model":[54],"visualizing":[56],"results":[58],"on":[59,78],"maps.":[60],"Using":[61],"real":[62],"taxi":[63],"data":[64],"Santiago,":[66],"Chile,":[67],"we":[68],"demonstrate":[69],"package\u2019s":[71],"capabilities,":[72],"showcasing":[73],"its":[74],"flexibility":[75],"impact":[77],"understanding":[79],"urban":[80],"mobility":[81],"patterns.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
