{"id":"https://openalex.org/W2532603636","doi":"https://doi.org/10.1145/2983323.2983657","title":"Attractiveness versus Competition","display_name":"Attractiveness versus Competition","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2532603636","doi":"https://doi.org/10.1145/2983323.2983657","mag":"2532603636"},"language":"en","primary_location":{"id":"doi:10.1145/2983323.2983657","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th 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/A5110515510","display_name":"Thanh-Nam Doan","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Thanh-Nam Doan","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039617569","display_name":"Ee\u2010Peng Lim","orcid":"https://orcid.org/0000-0003-0065-8665"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ee-Peng Lim","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110515510"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":4.4912,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.94574054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2149","last_page":"2154"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.978600025177002,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/attractiveness","display_name":"Attractiveness","score":0.8814083337783813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7473165988922119},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.6240655779838562},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.544189989566803},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5138233304023743},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35020196437835693},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3483145236968994}],"concepts":[{"id":"https://openalex.org/C31173074","wikidata":"https://www.wikidata.org/wiki/Q2632514","display_name":"Attractiveness","level":2,"score":0.8814083337783813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473165988922119},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.6240655779838562},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.544189989566803},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5138233304023743},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35020196437835693},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3483145236968994},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2983323.2983657","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-4455","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=4455&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://doi.org/10.1145/2983323.2983657","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8500000238418579,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W15879234","https://openalex.org/W1886704267","https://openalex.org/W2045882407","https://openalex.org/W2072606289","https://openalex.org/W2110953678","https://openalex.org/W2127498532","https://openalex.org/W2134088856","https://openalex.org/W2137245235","https://openalex.org/W2167521368","https://openalex.org/W2168346693","https://openalex.org/W2203976412","https://openalex.org/W2285361963","https://openalex.org/W2296319761","https://openalex.org/W2408538552","https://openalex.org/W4254228575"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2883909875","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2117346966","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2368095327"],"abstract_inverted_index":{"Modeling":[0],"user":[1],"check-in":[2,41,46,163],"behavior":[3],"provides":[4],"useful":[5],"insights":[6,17],"about":[7],"venues":[8,70,118],"as":[9,11],"well":[10],"the":[12,63,78,81,92,107,131,153],"users":[13,116],"visiting":[14],"them.":[15],"These":[16],"can":[18],"be":[19],"used":[20],"in":[21,91,119,126,156],"urban":[22],"planning":[23],"and":[24,56,117,121,139,162],"recommender":[25],"system":[26],"applications.":[27],"Unlike":[28],"previous":[29],"works":[30],"that":[31,149],"focus":[32],"on":[33,37,100],"modeling":[34],"distance":[35],"effect":[36],"user's":[38],"choice":[39],"of":[40,65,83],"venues,":[42],"this":[43],"paper":[44],"studies":[45],"behaviors":[47],"affected":[48],"by":[49],"two":[50,108,111,123,157],"venue-related":[51],"factors,":[52],"namely,":[53],"area":[54,67,94,137],"attractiveness":[55,138],"neighborhood":[57,140],"competitiveness.":[58],"The":[59,143],"former":[60],"refers":[61],"to":[62,71,86,105],"ability":[64,82],"an":[66],"with":[68,88],"multiple":[69],"collectively":[72],"attract":[73],"check-ins":[74],"from":[75,115,145],"users,":[76],"while":[77],"latter":[79],"represents":[80],"a":[84,101],"venue":[85],"compete":[87],"its":[89],"neighbors":[90],"same":[93],"for":[95],"check-ins.":[96],"We":[97,128],"first":[98],"embark":[99],"data":[102],"science":[103],"study":[104],"ascertain":[106],"factors":[109],"using":[110],"Foursquare":[112],"datasets":[113,147],"gathered":[114],"Singapore":[120],"Jakarta,":[122],"major":[124],"cities":[125],"Asia.":[127],"then":[129],"propose":[130],"VAN":[132,150],"model":[133,151],"incorporating":[134],"user-venue":[135],"distance,":[136],"competitiveness":[141],"factors.":[142],"results":[144],"real":[146],"show":[148],"outperforms":[152],"various":[154],"baselines":[155],"tasks:":[158],"home":[159],"location":[160],"prediction":[161],"prediction.":[164]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}