{"id":"https://openalex.org/W2035370633","doi":"https://doi.org/10.1145/2806416.2806484","title":"Experiments with a Venue-Centric Model for Personalisedand Time-Aware Venue Suggestion","display_name":"Experiments with a Venue-Centric Model for Personalisedand Time-Aware Venue Suggestion","publication_year":2015,"publication_date":"2015-10-17","ids":{"openalex":"https://openalex.org/W2035370633","doi":"https://doi.org/10.1145/2806416.2806484","mag":"2035370633"},"language":"en","primary_location":{"id":"doi:10.1145/2806416.2806484","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","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/A5080478427","display_name":"Romain Deveaud","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Romain Deveaud","raw_affiliation_strings":["University of Glasogw, Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasogw, Glasgow, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001632477","display_name":"M\u2010Dyaa Albakour","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M-Dyaa Albakour","raw_affiliation_strings":["University of Glasogw, Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasogw, Glasgow, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057643560","display_name":"Craig Macdonald","orcid":"https://orcid.org/0000-0003-3143-279X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Craig Macdonald","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079046603","display_name":"Iadh Ounis","orcid":"https://orcid.org/0000-0003-4701-3223"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iadh Ounis","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9199,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9662278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"62"},"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":0.9983000159263611,"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":0.9983000159263611,"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":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9882000088691711,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.9463304281234741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8165134191513062},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7136462330818176},{"id":"https://openalex.org/keywords/attendance","display_name":"Attendance","score":0.6747750043869019},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5561959743499756},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5235537886619568},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5178971290588379},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.514754056930542},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.49958157539367676},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4722435176372528},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.45688751339912415},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4556366503238678},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.24294209480285645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17356547713279724},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07269230484962463}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9463304281234741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8165134191513062},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7136462330818176},{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.6747750043869019},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5561959743499756},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5235537886619568},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5178971290588379},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.514754056930542},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.49958157539367676},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4722435176372528},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.45688751339912415},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4556366503238678},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.24294209480285645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17356547713279724},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07269230484962463},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2806416.2806484","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:108075","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/view/author/31013.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.720.5285","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.720.5285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://romaindeveaud.github.io/publis/cikm15-deveaud.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5400000214576721,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G5349016376","display_name":null,"funder_award_id":"FP7-287583","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W36361912","https://openalex.org/W41368942","https://openalex.org/W180571615","https://openalex.org/W252349528","https://openalex.org/W1482214997","https://openalex.org/W1504694836","https://openalex.org/W1685426458","https://openalex.org/W1912123407","https://openalex.org/W1963499862","https://openalex.org/W1969629203","https://openalex.org/W1975674440","https://openalex.org/W1984189333","https://openalex.org/W1988144039","https://openalex.org/W2026532078","https://openalex.org/W2043282012","https://openalex.org/W2048641755","https://openalex.org/W2059512573","https://openalex.org/W2070075246","https://openalex.org/W2073013176","https://openalex.org/W2075548631","https://openalex.org/W2078527501","https://openalex.org/W2082260230","https://openalex.org/W2084175761","https://openalex.org/W2095124420","https://openalex.org/W2111216736","https://openalex.org/W2116512828","https://openalex.org/W2117446354","https://openalex.org/W2125055259","https://openalex.org/W2130570284","https://openalex.org/W2131133093","https://openalex.org/W2133990480","https://openalex.org/W2137862811","https://openalex.org/W2139809240","https://openalex.org/W2147197247","https://openalex.org/W2153756419","https://openalex.org/W2153803020","https://openalex.org/W2162174678","https://openalex.org/W2166646729","https://openalex.org/W2323575786","https://openalex.org/W2398973937","https://openalex.org/W2405827643","https://openalex.org/W2911964244","https://openalex.org/W6601497724","https://openalex.org/W6628905179","https://openalex.org/W6671436456","https://openalex.org/W6713426365"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W4376854386"],"abstract_inverted_index":{"Location-based":[0],"social":[1],"networks":[2],"(LBSNs),":[3],"such":[4,13],"as":[5,14,121],"Foursquare,":[6],"fostered":[7],"the":[8,24,68,94,110,124,127,130,147,151,169,174,177,183,202,205,223,234,244,248],"emergence":[9],"of":[10,67,112,126,134,150,155,173,204,208,217,222,247],"new":[11,264],"tasks":[12],"recommending":[15],"venues":[16,27,59,88,213],"a":[17,77,105,113,116,137,197],"user":[18,198],"might":[19],"wish":[20],"to":[21,51,60,91,146,200,241],"visit.":[22],"In":[23,70,97],"literature,":[25],"rec-ommending":[26],"has":[28],"typically":[29],"been":[30],"addressed":[31],"using":[32,160],"user-centric":[33],"recommendation":[34,245],"approaches":[35,42],"relying":[36],"on":[37,168,189],"collaborative":[38],"filtering":[39],"techniques.":[40],"Such":[41],"not":[43,64],"only":[44],"require":[45],"many":[46],"users":[47,61,90,218],"with":[48,144],"detailed":[49],"profiles":[50],"be":[52],"effective,":[53],"but":[54],"they":[55,187],"also":[56,253],"can-not":[57],"recommend":[58],"who":[62],"are":[63,166,180],"actually":[65],"mem-bers":[66],"LBSN.":[69,251],"contrast,":[71],"in":[72,93,119,129,211],"this":[73],"paper,":[74],"we":[75,100,195],"introduce":[76],"venue-centric":[78],"yet":[79],"personalised":[80,85],"probabilistic":[81],"approach":[82,210,231],"that":[83,165,186,229,232,255],"suggests":[84],"and":[86,136,236,258,266],"popular":[87,272],"for":[89,108,140,214,262],"visit":[92],"near":[95],"future.":[96],"our":[98,209],"approach,":[99],"probabilistically":[101],"in-corporate":[102],"two":[103,206],"components,":[104],"popularity":[106,111,154,235,257],"component":[107,139],"pre-dicting":[109],"venue":[114,128,157],"at":[115,219],"given":[117],"point":[118],"time,":[120],"estimated":[122,148],"from":[123,182],"attendance":[125,171],"LBSN":[131],"(i.e.":[132],"number":[133],"check-ins),":[135],"personalisation":[138,259],"identifying":[141],"its":[142],"interestingness":[143],"respect":[145],"preferences":[149],"user.":[152],"The":[153],"each":[156],"is":[158,239,260],"pre-dicted":[159],"time":[161],"series":[162],"forecasting":[163],"models":[164],"trained":[167],"recent":[170],"trends":[172],"venue,":[175],"while":[176,268],"users\u2019":[178],"interests":[179],"modelled":[181],"entity":[184],"pages":[185],"like":[188],"Facebook.":[190],"Using":[191],"three":[192],"major":[193],"cities,":[194],"conduct":[196],"study":[199],"evaluate":[201],"effectiveness":[203],"components":[207,238],"suggesting":[212],"different":[215,220],"types":[216],"times":[221],"day.":[224],"Our":[225],"experimental":[226],"results":[227],"show":[228],"an":[230],"combines":[233],"person-alisation":[237],"able":[240],"consistently":[242],"outperform":[243],"service":[246],"leading":[249],"Foursquare":[250],"We":[252],"find":[254],"combining":[256],"effective":[261],"both":[263],"visitors":[265,270],"residents,":[267],"former":[269],"prefer":[271],"venues.":[273],"1.":[274]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}