{"id":"https://openalex.org/W2741462375","doi":"https://doi.org/10.1145/3077136.3080778","title":"Personalized Itinerary Recommendation with Queuing Time Awareness","display_name":"Personalized Itinerary Recommendation with Queuing Time Awareness","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2741462375","doi":"https://doi.org/10.1145/3077136.3080778","mag":"2741462375"},"language":"en","primary_location":{"id":"doi:10.1145/3077136.3080778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Personalized_itinerary_recommendation_with_queuing_time_awareness/27401082","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005406384","display_name":"Kwan Hui Lim","orcid":"https://orcid.org/0000-0002-4569-0901"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kwan Hui Lim","raw_affiliation_strings":["The University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071422010","display_name":"Jeffrey Chan","orcid":"https://orcid.org/0000-0002-7865-072X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jeffrey Chan","raw_affiliation_strings":["RMIT University & The University of Melbourne, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University & The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021381399","display_name":"Shanika Karunasekera","orcid":"https://orcid.org/0000-0001-7080-5064"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shanika Karunasekera","raw_affiliation_strings":["The University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076014464","display_name":"Christopher Leckie","orcid":"https://orcid.org/0000-0002-4388-0517"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Christopher Leckie","raw_affiliation_strings":["The University of Melbourne, Parkville, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne, Parkville, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0179,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.98235921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9772999882698059,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.973800003528595,"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/popularity","display_name":"Popularity","score":0.8806648254394531},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8307594060897827},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.6841696500778198},{"id":"https://openalex.org/keywords/queuing-delay","display_name":"Queuing delay","score":0.6327749490737915},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6167340874671936},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.5639235377311707},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3839462399482727},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2028939425945282},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06412190198898315}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8806648254394531},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307594060897827},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.6841696500778198},{"id":"https://openalex.org/C196095461","wikidata":"https://www.wikidata.org/wiki/Q576842","display_name":"Queuing delay","level":3,"score":0.6327749490737915},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6167340874671936},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.5639235377311707},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3839462399482727},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2028939425945282},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06412190198898315},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3077136.3080778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077136.3080778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:alma61RMIT.INST:11246724260001341","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3077136.3080778","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27401082","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Personalized_itinerary_recommendation_with_queuing_time_awareness/27401082","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27401082","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Personalized_itinerary_recommendation_with_queuing_time_awareness/27401082","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Conference contribution"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314143","display_name":"University of California, Berkeley Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W62947834","https://openalex.org/W183472599","https://openalex.org/W1573676079","https://openalex.org/W1625390266","https://openalex.org/W1664061557","https://openalex.org/W1680392829","https://openalex.org/W1714211023","https://openalex.org/W1752948668","https://openalex.org/W1983566109","https://openalex.org/W1984471750","https://openalex.org/W1984901719","https://openalex.org/W2001012897","https://openalex.org/W2003281104","https://openalex.org/W2004163872","https://openalex.org/W2009799282","https://openalex.org/W2014979043","https://openalex.org/W2019612011","https://openalex.org/W2028557920","https://openalex.org/W2040572466","https://openalex.org/W2043102780","https://openalex.org/W2044672016","https://openalex.org/W2049287714","https://openalex.org/W2052626679","https://openalex.org/W2054638116","https://openalex.org/W2058370675","https://openalex.org/W2069380856","https://openalex.org/W2073013176","https://openalex.org/W2087692915","https://openalex.org/W2113873983","https://openalex.org/W2113939799","https://openalex.org/W2126316555","https://openalex.org/W2137862811","https://openalex.org/W2142295412","https://openalex.org/W2142347270","https://openalex.org/W2148026779","https://openalex.org/W2150461219","https://openalex.org/W2155106456","https://openalex.org/W2168405694","https://openalex.org/W2169036624","https://openalex.org/W2175641053","https://openalex.org/W2205119945","https://openalex.org/W2236009467","https://openalex.org/W2344423865","https://openalex.org/W2346699423","https://openalex.org/W2515155379","https://openalex.org/W2537150417","https://openalex.org/W2575317156","https://openalex.org/W2611791389","https://openalex.org/W3105196786","https://openalex.org/W4292083457"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2783882805","https://openalex.org/W2002553083","https://openalex.org/W2358115907","https://openalex.org/W2043600582","https://openalex.org/W2132767805","https://openalex.org/W2172193389","https://openalex.org/W2581865514","https://openalex.org/W2059960749","https://openalex.org/W2003198626"],"abstract_inverted_index":{"Personalized":[0],"itinerary":[1,35,49,173],"recommendation":[2,50],"is":[3],"a":[4,25,42,111,151],"complex":[5],"and":[6,27,56,105,123,132,180],"time-consuming":[7],"problem,":[8],"due":[9],"to":[10,13,20,28,38,74,117,129],"the":[11,21,63,70,75,90,137,142],"need":[12],"recommend":[14,130],"popular":[15],"attractions":[16,61],"that":[17,36,97,113,160],"are":[18],"aligned":[19],"interest":[22,176],"preferences":[23],"of":[24,72,139,144,168],"tourist,":[26],"plan":[29],"these":[30,86],"attraction":[31,101,119],"visits":[32],"as":[33],"an":[34],"has":[37],"be":[39],"completed":[40],"within":[41],"specific":[43],"time":[44,71],"limit.":[45],"Furthermore,":[46],"many":[47],"existing":[48],"systems":[51],"do":[52],"not":[53],"automatically":[54],"determine":[55],"consider":[57],"queuing":[58,79,106,124],"times":[59,80],"at":[60,81],"in":[62,141,166],"recommended":[64],"itinerary,":[65],"which":[66,126],"varies":[67],"based":[68,149],"on":[69,150],"visit":[73],"attraction,":[76],"e.g.,":[77],"longer":[78],"peak":[82],"hours.":[83],"To":[84],"solve":[85],"challenges,":[87],"we":[88],"propose":[89],"PersQ":[91,127,140,161],"algorithm":[92],"for":[93],"recommending":[94],"personalized":[95,131],"itineraries":[96],"take":[98],"into":[99],"consideration":[100],"popularity,":[102,120,174],"user":[103,121,175],"interests":[104,122],"times.":[107],"We":[108,135],"also":[109],"implement":[110],"framework":[112],"utilizes":[114],"geo-tagged":[115],"photos":[116],"derive":[118],"times,":[125],"uses":[128],"queue-aware":[133],"itineraries.":[134],"demonstrate":[136],"effectiveness":[138],"context":[143],"five":[145],"major":[146],"theme":[147],"parks,":[148],"Flickr":[152],"dataset":[153],"spanning":[154],"nine":[155],"years.":[156],"Experimental":[157],"results":[158],"show":[159],"outperforms":[162],"various":[163,169],"state-of-the-art":[164],"baselines,":[165],"terms":[167],"queuing-time":[170],"related":[171],"metrics,":[172],"alignment,":[177],"recall,":[178],"precision":[179],"F1-score.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":3}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}