{"id":"https://openalex.org/W4229025095","doi":"https://doi.org/10.1145/3477314.3507355","title":"Discovery of tourists' movement patterns in venice from public transport data","display_name":"Discovery of tourists' movement patterns in venice from public transport data","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4229025095","doi":"https://doi.org/10.1145/3477314.3507355"},"language":"en","primary_location":{"id":"doi:10.1145/3477314.3507355","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477314.3507355","pdf_url":null,"source":{"id":"https://openalex.org/S4363608665","display_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","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/A5077643486","display_name":"H\u00e9ctor Cogollos-Adri\u00e1n","orcid":"https://orcid.org/0000-0002-6718-1008"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"H\u00e9ctor Cogollos Adri\u00e1n","raw_affiliation_strings":["Universidad de Burgos, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072034456","display_name":"Santiago Porras","orcid":"https://orcid.org/0000-0003-4331-3085"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Porras Alfonso","raw_affiliation_strings":["Universidad de Burgos, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029807663","display_name":"Bruno Baruque","orcid":"https://orcid.org/0000-0002-4993-204X"},"institutions":[{"id":"https://openalex.org/I46176106","display_name":"Universidad de Burgos","ror":"https://ror.org/049da5t36","country_code":"ES","type":"education","lineage":["https://openalex.org/I46176106"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Bruno Baruque Zan\u00f3n","raw_affiliation_strings":["Universidad de Burgos, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Burgos, Burgos, Spain","institution_ids":["https://openalex.org/I46176106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015243193","display_name":"Alessandra Raffaet\u00e0","orcid":"https://orcid.org/0000-0002-0295-8787"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Raffaet\u00e0","raw_affiliation_strings":["Ca' Foscari University of Venice, Venezia, Italy"],"affiliations":[{"raw_affiliation_string":"Ca' Foscari University of Venice, Venezia, Italy","institution_ids":["https://openalex.org/I149461666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057134783","display_name":"Filippo Zanatta","orcid":null},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Zanatta","raw_affiliation_strings":["Ca' Foscari University of Venice, Venezia, Italy"],"affiliations":[{"raw_affiliation_string":"Ca' Foscari University of Venice, Venezia, Italy","institution_ids":["https://openalex.org/I149461666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077643486"],"corresponding_institution_ids":["https://openalex.org/I46176106"],"apc_list":null,"apc_paid":null,"fwci":0.4062,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47610922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"564","last_page":"568"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9940000176429749,"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/T11106","display_name":"Data Management and Algorithms","score":0.9940000176429749,"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/public-transport","display_name":"Public transport","score":0.7488329410552979},{"id":"https://openalex.org/keywords/ticket","display_name":"Ticket","score":0.7311273813247681},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585341691970825},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5814263224601746},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5804725885391235},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5582566857337952},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.5042551755905151},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.49884581565856934},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.49383196234703064},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4680936634540558},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.459307998418808},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36685487627983093},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2952229976654053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21426337957382202},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15273571014404297},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14252042770385742},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10995826125144958}],"concepts":[{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.7488329410552979},{"id":"https://openalex.org/C2776540713","wikidata":"https://www.wikidata.org/wiki/Q7800647","display_name":"Ticket","level":2,"score":0.7311273813247681},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585341691970825},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5814263224601746},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5804725885391235},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5582566857337952},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.5042551755905151},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.49884581565856934},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.49383196234703064},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4680936634540558},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.459307998418808},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36685487627983093},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2952229976654053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21426337957382202},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15273571014404297},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14252042770385742},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10995826125144958},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3477314.3507355","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3477314.3507355","pdf_url":null,"source":{"id":"https://openalex.org/S4363608665","display_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unive.it:10278/5004671","is_oa":false,"landing_page_url":"https://hdl.handle.net/10278/5004671","pdf_url":null,"source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2004431368","https://openalex.org/W2070751343","https://openalex.org/W2113640438","https://openalex.org/W2119253710","https://openalex.org/W2151693646","https://openalex.org/W2273232783","https://openalex.org/W2501069295","https://openalex.org/W2605048719"],"related_works":["https://openalex.org/W132856376","https://openalex.org/W4288388931","https://openalex.org/W2892636954","https://openalex.org/W4206805925","https://openalex.org/W4375841483","https://openalex.org/W2022874741","https://openalex.org/W2364431604","https://openalex.org/W2018860124","https://openalex.org/W638192067","https://openalex.org/W3153496861"],"abstract_inverted_index":{"The":[0,71],"data":[1,50],"collected":[2],"by":[3,134,179],"public":[4,40,69,196],"transport":[5,41],"tickets":[6],"has":[7],"become":[8],"a":[9,125,130,145,170,185],"valuable":[10,186],"source":[11],"of":[12,57,62,78,101,105,111,122,132,138,154,191],"information":[13,187],"for":[14,27,140,188],"transportation":[15],"analysis.":[16],"There":[17],"are":[18,35,66],"numerous":[19],"works":[20],"that":[21,172],"analyze":[22,54],"them":[23],"in":[24,42,59,162],"case":[25],"studies":[26,37],"subway,":[28],"bus":[29],"or":[30],"train":[31],"networks,":[32],"but":[33],"there":[34],"few":[36],"referring":[38],"to":[39,53,74,87,117],"aquatic":[43],"environments.":[44],"In":[45,85,124],"this":[46,89],"paper,":[47],"ticket":[48],"validation":[49],"is":[51,73],"used":[52],"the":[55,60,67,76,99,112,136,151,175,180,189,192],"movements":[56],"tourists":[58,79,102],"centre":[61],"Venice":[63],"where":[64],"waterbuses":[65],"principal":[68],"transport.":[70,197],"objective":[72],"analyse":[75],"behavior":[77],"and":[80,161,195],"detect":[81,150],"some":[82,119],"relevant":[83],"patterns.":[84],"order":[86],"attain":[88],"goal,":[90],"first":[91],"we":[92,128,149,168],"build":[93],"several":[94],"complex":[95],"networks":[96],"which":[97,157,163],"represent":[98,184],"flow":[100],"between":[103],"clusters":[104],"stops":[106],"during":[107],"different":[108],"time":[109],"periods":[110],"day.":[113],"This":[114,182],"allows":[115],"us":[116],"discover":[118],"common":[120],"behaviours":[121],"tourists.":[123,181],"second":[126],"phase,":[127],"construct":[129],"set":[131],"trajectories":[133],"considering":[135],"sequences":[137],"validations":[139],"each":[141,166],"user.":[142],"By":[143],"applying":[144],"hierarchical":[146],"clustering":[147],"algorithm,":[148],"movement":[152],"patterns":[153],"tourists,":[155],"identifying":[156],"places":[158],"they":[159],"visit":[160],"order.":[164],"For":[165],"cluster":[167],"define":[169],"representative,":[171],"illustrates":[173],"visually":[174],"main":[176],"routes":[177],"followed":[178],"can":[183],"decision-maker":[190],"local":[193],"administration":[194]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}