{"id":"https://openalex.org/W4381747222","doi":"https://doi.org/10.1145/3589845.3589850","title":"Profiling Cultural Tourists by Using User Generated Big Data from Online Travel Agencies","display_name":"Profiling Cultural Tourists by Using User Generated Big Data from Online Travel Agencies","publication_year":2023,"publication_date":"2023-01-06","ids":{"openalex":"https://openalex.org/W4381747222","doi":"https://doi.org/10.1145/3589845.3589850"},"language":"en","primary_location":{"id":"doi:10.1145/3589845.3589850","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589845.3589850","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Data Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036089011","display_name":"Xiaogang Zhao","orcid":"https://orcid.org/0000-0002-6141-339X"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaogang Zhao","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0002-6141-339X","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101957772","display_name":"Siwei Dong","orcid":"https://orcid.org/0000-0001-7767-938X"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siwei Dong","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0001-7767-938X","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087493210","display_name":"Yiwei Dang","orcid":"https://orcid.org/0000-0003-1121-9799"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Dang","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0003-1121-9799","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057256869","display_name":"Hai Shen","orcid":"https://orcid.org/0000-0002-2102-0372"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Shen","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0002-2102-0372","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721400","display_name":"Jun Hou","orcid":"https://orcid.org/0000-0002-2978-8749"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Hou","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0002-2978-8749","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057984093","display_name":"Ge Li","orcid":"https://orcid.org/0000-0001-8236-9431"},"institutions":[{"id":"https://openalex.org/I180632629","display_name":"Xi'an International Studies University","ror":"https://ror.org/05gcme754","country_code":"CN","type":"education","lineage":["https://openalex.org/I180632629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Li","raw_affiliation_strings":["Business school of Xi'an International Studies University, China"],"raw_orcid":"https://orcid.org/0000-0001-8236-9431","affiliations":[{"raw_affiliation_string":"Business school of Xi'an International Studies University, China","institution_ids":["https://openalex.org/I180632629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180632629"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9857000112533569,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9857000112533569,"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9653000235557556,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9397000074386597,"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/profiling","display_name":"Profiling (computer programming)","score":0.8222352266311646},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5585311055183411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5109342932701111},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4303465485572815},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3770645260810852},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3668464422225952},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33438819646835327},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.31560105085372925},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19182538986206055}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8222352266311646},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5585311055183411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5109342932701111},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4303465485572815},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3770645260810852},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3668464422225952},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33438819646835327},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31560105085372925},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19182538986206055},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589845.3589850","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589845.3589850","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 9th International Conference on Computing and Data Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2125845623","https://openalex.org/W2341256577","https://openalex.org/W2773349311","https://openalex.org/W3011159390","https://openalex.org/W3122786987"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Cultural":[0],"tourism,":[1,10],"as":[2],"one":[3],"of":[4,9,20,33,112,120],"the":[5,31,110,118],"most":[6],"popular":[7],"forms":[8],"has":[11,23],"recently":[12],"witnessed":[13],"a":[14,52],"remarkable":[15],"development.":[16],"However,":[17],"rapid":[18],"development":[19],"cultural":[21,46,57,97],"tourism":[22,41],"brought":[24],"fierce":[25],"competition.":[26],"In":[27,65],"order":[28],"to":[29,43,77,88,109],"increase":[30],"attractiveness":[32],"scenic":[34,121],"spots,":[35],"it":[36],"is":[37],"very":[38],"necessary":[39],"for":[40,55,116],"enterprises":[42],"accurately":[44],"understand":[45],"tourists\u2018":[47],"preference.":[48],"This":[49],"paper":[50],"proposes":[51],"systematic":[53],"method":[54],"profiling":[56],"tourists":[58,98],"based":[59],"on":[60],"user":[61],"generated":[62],"big":[63],"data.":[64],"this":[66],"method,":[67],"topic":[68],"model,":[69],"sentiment":[70],"analysis":[71],"and":[72,80],"clustering":[73],"algorithms":[74],"are":[75,86,99,123],"combined":[76],"cluster":[78],"tourists,":[79],"then":[81],"multinomial":[82],"logistic":[83],"regression":[84],"model":[85],"applied":[87],"match":[89],"tourists\u2019":[90],"basic":[91],"attributes.":[92],"Calculation":[93],"results":[94],"show":[95],"that":[96],"mainly":[100],"divided":[101],"into":[102],"four":[103],"groups":[104],"with":[105],"different":[106],"characteristics.":[107],"According":[108],"characteristics":[111],"each":[113],"group,":[114],"suggestions":[115],"improving":[117],"management":[119],"spots":[122],"put":[124],"forward.":[125]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
