{"id":"https://openalex.org/W4416062008","doi":"https://doi.org/10.1016/j.annals.2025.104060","title":"Deep learning to segment first-time and repeat travelers: Analyzing GPS data","display_name":"Deep learning to segment first-time and repeat travelers: Analyzing GPS data","publication_year":2025,"publication_date":"2025-11-01","ids":{"openalex":"https://openalex.org/W4416062008","doi":"https://doi.org/10.1016/j.annals.2025.104060"},"language":"en","primary_location":{"id":"doi:10.1016/j.annals.2025.104060","doi":"https://doi.org/10.1016/j.annals.2025.104060","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.annals.2025.104060","pdf_url":null,"source":{"id":"https://openalex.org/S51885707","display_name":"Annals of Tourism Research","issn_l":"0160-7383","issn":["0160-7383","1873-7722"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Tourism Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032475430","display_name":"Yingqi Yuan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yingqi Yuan","raw_affiliation_strings":["Department of Global Hospitality & Tourism Management, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul, 02447, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Global Hospitality & Tourism Management, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul, 02447, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100644793","display_name":"Sangwon Park","orcid":"https://orcid.org/0000-0003-3021-1987","observed_orcids":["https://orcid.org/0000-0003-3021-1987","https://orcid.org/0000-0002-7334-730X"]},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sangwon Park","raw_affiliation_strings":["Smart Tourism Education Platform, College of Hotel and Tourism Management, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul, 02447, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Smart Tourism Education Platform, College of Hotel and Tourism Management, Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul, 02447, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100644793"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":{"value":4060,"currency":"USD","value_usd":4060},"apc_paid":null,"fwci":3.0383,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90876411,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"115","issue":null,"first_page":"104060","last_page":"104060"},"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":0.8515999913215637,"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":0.8515999913215637,"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.09319999814033508,"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/T11106","display_name":"Data Management and Algorithms","score":0.02019999921321869,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/market-segmentation","display_name":"market segmentation","score":0.625},{"id":"https://openalex.org/keywords/gps-tracks","display_name":"GPS tracks","score":0.9039999842643738},{"id":"https://openalex.org/keywords/tourist-behavior","display_name":"tourist behavior","score":0.43299999833106995},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8159999847412109},{"id":"https://openalex.org/keywords/tourism-promotion","display_name":"tourism promotion","score":0.7080000042915344},{"id":"https://openalex.org/keywords/explainable-segmentation","display_name":"explainable segmentation","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.7649999856948853},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7642999887466431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7350999712944031},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7099000215530396},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.691100001335144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6880999803543091},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5863999724388123},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5565000176429749},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5174999833106995},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4383000135421753},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.43779999017715454},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42570000886917114},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.3571000099182129},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.32260000705718994},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3043000102043152},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C144072006","wikidata":"https://www.wikidata.org/wiki/Q4462116","display_name":"Travel behavior","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.annals.2025.104060","doi":"https://doi.org/10.1016/j.annals.2025.104060","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.annals.2025.104060","pdf_url":null,"source":{"id":"https://openalex.org/S51885707","display_name":"Annals of Tourism Research","issn_l":"0160-7383","issn":["0160-7383","1873-7722"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","erih-plus","fnege-2","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Tourism Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6603707186","display_name":null,"funder_award_id":"NRF-2023S1A5A8079816","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1568715963","https://openalex.org/W1912982817","https://openalex.org/W1964165894","https://openalex.org/W1986324410","https://openalex.org/W2004185670","https://openalex.org/W2022749020","https://openalex.org/W2032305183","https://openalex.org/W2033940197","https://openalex.org/W2033943618","https://openalex.org/W2037569754","https://openalex.org/W2044160276","https://openalex.org/W2048745818","https://openalex.org/W2051751273","https://openalex.org/W2053452525","https://openalex.org/W2057499480","https://openalex.org/W2062633224","https://openalex.org/W2064019703","https://openalex.org/W2064675550","https://openalex.org/W2065240018","https://openalex.org/W2068079070","https://openalex.org/W2072233370","https://openalex.org/W2072373210","https://openalex.org/W2081463371","https://openalex.org/W2087070785","https://openalex.org/W2094815475","https://openalex.org/W2099520044","https://openalex.org/W2112796928","https://openalex.org/W2114994702","https://openalex.org/W2121957345","https://openalex.org/W2126468796","https://openalex.org/W2127336753","https://openalex.org/W2128547968","https://openalex.org/W2130102713","https://openalex.org/W2133145231","https://openalex.org/W2151078834","https://openalex.org/W2158975203","https://openalex.org/W2163944013","https://openalex.org/W2317956636","https://openalex.org/W2464843777","https://openalex.org/W2790062211","https://openalex.org/W2791503969","https://openalex.org/W2896691616","https://openalex.org/W2903421479","https://openalex.org/W2969079355","https://openalex.org/W2997868741","https://openalex.org/W3014075253","https://openalex.org/W3081689984","https://openalex.org/W3088611441","https://openalex.org/W3092306916","https://openalex.org/W3127415418","https://openalex.org/W3130684690","https://openalex.org/W3186914681","https://openalex.org/W3198577645","https://openalex.org/W4206488150","https://openalex.org/W4206718713","https://openalex.org/W4285489634","https://openalex.org/W4303833157","https://openalex.org/W4311557047","https://openalex.org/W4399204294"],"related_works":["https://openalex.org/W4417356081","https://openalex.org/W2890559902","https://openalex.org/W2805260319","https://openalex.org/W1552922844","https://openalex.org/W2171465735","https://openalex.org/W2072373210","https://openalex.org/W3173243538","https://openalex.org/W4392554417","https://openalex.org/W4413774964","https://openalex.org/W255107495"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2025-11-10T00:00:00"}