{"id":"https://openalex.org/W3106749842","doi":"https://doi.org/10.1109/codit49905.2020.9263945","title":"Tourist Behaviour Analysis Based on Digital Pattern of Life","display_name":"Tourist Behaviour Analysis Based on Digital Pattern of Life","publication_year":2020,"publication_date":"2020-06-29","ids":{"openalex":"https://openalex.org/W3106749842","doi":"https://doi.org/10.1109/codit49905.2020.9263945","mag":"3106749842"},"language":"en","primary_location":{"id":"doi:10.1109/codit49905.2020.9263945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit49905.2020.9263945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 7th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"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/A5053146981","display_name":"Sergey Mikhailov","orcid":"https://orcid.org/0000-0002-3738-0639"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]},{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Sergei Mikhailov","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russian Federation","SPIIRAS, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]},{"raw_affiliation_string":"SPIIRAS, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016499776","display_name":"Alexey Kashevnik","orcid":"https://orcid.org/0000-0001-6503-1447"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Kashevnik","raw_affiliation_strings":["SPIIRAS, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"SPIIRAS, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067209119","display_name":"Alexander Smirnov","orcid":"https://orcid.org/0000-0001-8364-073X"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Smirnov","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russian Federation"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russian Federation","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053146981"],"corresponding_institution_ids":["https://openalex.org/I173089394","https://openalex.org/I4210103826"],"apc_list":null,"apc_paid":null,"fwci":1.7439,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89663055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"622","last_page":"627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9970999956130981,"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":0.9970999956130981,"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":0.984000027179718,"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":0.9394999742507935,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.8088487386703491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7674853801727295},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.681328535079956},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6171417832374573},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6076629161834717},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4811078906059265},{"id":"https://openalex.org/keywords/pattern-analysis","display_name":"Pattern analysis","score":0.45142072439193726},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.42978131771087646},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.413546085357666},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.4118198752403259},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3503599762916565},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35003334283828735},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34035244584083557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34032630920410156},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08692514896392822}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.8088487386703491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7674853801727295},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.681328535079956},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6171417832374573},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6076629161834717},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4811078906059265},{"id":"https://openalex.org/C2985264313","wikidata":"https://www.wikidata.org/wiki/Q378859","display_name":"Pattern analysis","level":2,"score":0.45142072439193726},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.42978131771087646},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.413546085357666},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4118198752403259},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3503599762916565},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35003334283828735},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34035244584083557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34032630920410156},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08692514896392822},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit49905.2020.9263945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit49905.2020.9263945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 7th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W974480840","https://openalex.org/W1574222638","https://openalex.org/W1609508549","https://openalex.org/W1624245830","https://openalex.org/W1987995612","https://openalex.org/W2017254898","https://openalex.org/W2032330643","https://openalex.org/W2056897530","https://openalex.org/W2566797472","https://openalex.org/W2571523167","https://openalex.org/W2579302518","https://openalex.org/W2735537407","https://openalex.org/W2788908805","https://openalex.org/W2796813311","https://openalex.org/W2885643851","https://openalex.org/W2891382305","https://openalex.org/W2907985363","https://openalex.org/W2944967924","https://openalex.org/W2947963166","https://openalex.org/W2956917287","https://openalex.org/W2972259548","https://openalex.org/W2980978612","https://openalex.org/W3008517613","https://openalex.org/W3192007011","https://openalex.org/W6634504873"],"related_works":["https://openalex.org/W2807758032","https://openalex.org/W2152103536","https://openalex.org/W4224254130","https://openalex.org/W3048948123","https://openalex.org/W413879896","https://openalex.org/W4390273403","https://openalex.org/W1983530038","https://openalex.org/W3088340659","https://openalex.org/W4386781444","https://openalex.org/W2972374246"],"abstract_inverted_index":{"Tourism":[0],"industry":[1],"has":[2],"been":[3],"actively":[4,10],"developing":[5],"during":[6],"recent":[7],"years.":[8],"Tourists":[9],"produce":[11],"user-generated":[12],"content":[13,35],"such":[14],"as":[15],"photos":[16],"and":[17,25,50,74,97,134],"videos,":[18],"use":[19,91,124],"various":[20],"mobile":[21],"devices":[22],"to":[23,46,90,107],"support,":[24],"share":[26],"their":[27],"attractions":[28],"review":[29],"trips":[30],"in":[31,71,112],"social":[32],"networks.":[33],"This":[34,52,67],"is":[36,83],"a":[37,55,113],"basis":[38],"for":[39,94,116],"tourist":[40,56,70],"behaviour":[41,57,78,110,122],"models":[42],"construction":[43],"which":[44,88,126],"allow":[45],"predict":[47],"future":[48],"desires":[49],"intentions.":[51],"work":[53],"presents":[54],"analysis":[58,79,96,123],"system":[59],"based":[60,84],"on":[61,85],"digital":[62,102],"pattern":[63,103],"of":[64,101,104],"life":[65,105],"concept.":[66],"concept":[68],"represents":[69],"IT":[72],"environment":[73],"connects":[75],"them":[76],"with":[77],"instruments.":[80],"The":[81,99,118],"solution":[82],"ontological":[86],"approach,":[87],"allows":[89,106],"context":[92],"information":[93],"the":[95],"prediction.":[98],"usage":[100],"extract":[108],"tourists":[109],"components":[111],"convenient":[114],"form":[115],"analysis.":[117],"paper":[119],"introduces":[120],"three":[121],"cases,":[125],"can":[127],"be":[128],"implemented":[129],"by":[130],"using":[131],"classification,":[132],"clustering,":[133],"time-series":[135],"prediction":[136],"machine":[137],"learning":[138],"techniques.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
