{"id":"https://openalex.org/W3003339648","doi":"https://doi.org/10.1007/s40558-020-00170-6","title":"Mining trips from location-based social networks for clustering travelers and destinations","display_name":"Mining trips from location-based social networks for clustering travelers and destinations","publication_year":2020,"publication_date":"2020-01-29","ids":{"openalex":"https://openalex.org/W3003339648","doi":"https://doi.org/10.1007/s40558-020-00170-6","mag":"3003339648"},"language":"en","primary_location":{"id":"doi:10.1007/s40558-020-00170-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-020-00170-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-020-00170-6.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40558-020-00170-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Linus W. Dietz","orcid":"https://orcid.org/0000-0002-9094-4835"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Linus W. Dietz","raw_affiliation_strings":["Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9094-4835","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038802448","display_name":"Avradip Sen","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Avradip Sen","raw_affiliation_strings":["Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042793047","display_name":"Rinita Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rinita Roy","raw_affiliation_strings":["Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014788219","display_name":"Wolfgang W\u00f6rndl","orcid":"https://orcid.org/0000-0003-2972-5817"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang W\u00f6rndl","raw_affiliation_strings":["Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Boltzmannstr. 3, 85748, Garching, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":{"value":2590,"currency":"EUR","value_usd":3190},"fwci":9.0168,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"131","last_page":"166"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9832000136375427,"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/trips-architecture","display_name":"TRIPS architecture","score":0.93453049659729},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.7810710668563843},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7457791566848755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6158994436264038},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4616713523864746},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.35313451290130615},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.2609671354293823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12083041667938232}],"concepts":[{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.93453049659729},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.7810710668563843},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7457791566848755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6158994436264038},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4616713523864746},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.35313451290130615},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.2609671354293823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12083041667938232},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s40558-020-00170-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-020-00170-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-020-00170-6.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:infott:v:22:y:2020:i:1:d:10.1007_s40558-020-00170-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s40558-020-00170-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:econstor.eu:10419/289155","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/289155","pdf_url":null,"source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doc-type:article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1551881","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1551881","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40558-020-00170-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-020-00170-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-020-00170-6.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology & Tourism","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3003339648.pdf","grobid_xml":"https://content.openalex.org/works/W3003339648.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W7143572","https://openalex.org/W72853202","https://openalex.org/W574900623","https://openalex.org/W1536209322","https://openalex.org/W1542664738","https://openalex.org/W1588389289","https://openalex.org/W1776191302","https://openalex.org/W1971784203","https://openalex.org/W1972436494","https://openalex.org/W1973210193","https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W1987971958","https://openalex.org/W1995103535","https://openalex.org/W2017254898","https://openalex.org/W2034636363","https://openalex.org/W2035130426","https://openalex.org/W2054094545","https://openalex.org/W2060870711","https://openalex.org/W2061686014","https://openalex.org/W2071559616","https://openalex.org/W2093154152","https://openalex.org/W2101108259","https://openalex.org/W2115240023","https://openalex.org/W2117853362","https://openalex.org/W2124209874","https://openalex.org/W2131681506","https://openalex.org/W2132278984","https://openalex.org/W2133400794","https://openalex.org/W2139809240","https://openalex.org/W2140251882","https://openalex.org/W2149920828","https://openalex.org/W2158432188","https://openalex.org/W2163059484","https://openalex.org/W2165228852","https://openalex.org/W2250384498","https://openalex.org/W2262369271","https://openalex.org/W2294749418","https://openalex.org/W2319660501","https://openalex.org/W2400722671","https://openalex.org/W2476045134","https://openalex.org/W2518091260","https://openalex.org/W2541933303","https://openalex.org/W2572159266","https://openalex.org/W2735403614","https://openalex.org/W2776047547","https://openalex.org/W2791914566","https://openalex.org/W2796285026","https://openalex.org/W2845435809","https://openalex.org/W2896691616","https://openalex.org/W2898441677","https://openalex.org/W2903821582","https://openalex.org/W2949940775","https://openalex.org/W2951271819","https://openalex.org/W2970482797","https://openalex.org/W2975669305","https://openalex.org/W2980227467","https://openalex.org/W3098785530","https://openalex.org/W3099768174","https://openalex.org/W3126033509","https://openalex.org/W3127304173","https://openalex.org/W4231861072","https://openalex.org/W4301006433"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2807758032","https://openalex.org/W4224254130","https://openalex.org/W2152103536","https://openalex.org/W3048948123","https://openalex.org/W2107643127","https://openalex.org/W413879896","https://openalex.org/W263321605","https://openalex.org/W3082240633","https://openalex.org/W4379054727"],"abstract_inverted_index":{"Abstract":[0],"It":[1],"is":[2,73,135,189],"important":[3],"to":[4,15,20,31,38,54,220],"learn":[5],"the":[6,43,56,67,91,101,107,121,136,142,151,155,190,194,210],"characteristics":[7],"of":[8,52,84,88,103,139,154,161,182,193,198],"travelers":[9,78],"and":[10,86,157],"touristic":[11],"regions":[12,146,163,170],"when":[13],"trying":[14],"generate":[16],"recommendations":[17],"for":[18,76],"destinations":[19,140,172],"users.":[21],"In":[22,120],"this":[23],"work,":[24],"we":[25,115],"first":[26,71],"present":[27,62],"a":[28,50,179,183],"data-driven":[29],"method":[30],"mine":[32],"trips":[33,46,112,156],"from":[34,113,204,217],"location-based":[35],"social":[36,98],"networks":[37],"understand":[39],"how":[40],"tourists":[41],"travel":[42],"world.":[44,143],"These":[45,144],"are":[47,95,147],"quantified":[48],"using":[49],"number":[51],"metrics":[53,94],"capture":[55],"underlying":[57],"mobility":[58,93,152],"patterns.":[59],"We":[60,167],"then":[61],"two":[63,80],"applications":[64],"that":[65,173],"utilize":[66],"mined":[68],"trips.":[69],"The":[70,131],"one":[72,83],"an":[74],"approach":[75],"clustering":[77,138],"in":[79,224],"case":[81],"studies,":[82],"Twitter":[85],"another":[87],"Foursquare,":[89],"where":[90],"pure":[92],"enriched":[96],"with":[97],"aspects,":[99],"i.e.,":[100],"kinds":[102],"venues":[104],"into":[105],"which":[106],"users":[108],"checked-in.":[109],"Clustering":[110],"133,614":[111],"Twitter,":[114],"obtain":[116],"three":[117],"distinct":[118],"clusters.":[119],"Foursquare":[122],"data":[123],"set,":[124],"however,":[125],"six":[126],"clusters":[127],"can":[128,174],"be":[129,175],"determined.":[130],"second":[132],"application":[133],"area":[134],"spatial":[137],"around":[141],"discovered":[145],"solely":[148],"formed":[149],"by":[150],"patterns":[153],"are,":[158],"thus,":[159],"independent":[160],"administrative":[162],"such":[164],"as":[165,171,178],"countries.":[166],"identify":[168],"942":[169],"directly":[176],"used":[177],"region":[180],"model":[181],"destination":[184],"recommender":[185],"system.":[186],"This":[187],"paper":[188],"extended":[191],"version":[192],"conference":[195],"article":[196],"\u201cCharacterisation":[197],"Traveller":[199],"Types":[200],"Using":[201],"Check-in":[202],"Data":[203],"Location-Based":[205],"Social":[206],"Networks\u201d":[207],"presented":[208],"at":[209],"26th":[211],"Annual":[212],"ENTER":[213],"eTourism":[214],"Conference":[215],"held":[216],"January":[218],"19":[219],"February":[221],"1,":[222],"2019":[223],"Nicosia,":[225],"Cyprus.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":10}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}