{"id":"https://openalex.org/W1982471600","doi":"https://doi.org/10.14778/2350229.2350273","title":"Multiple location profiling for users and relationships from social network and content","display_name":"Multiple location profiling for users and relationships from social network and content","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W1982471600","doi":"https://doi.org/10.14778/2350229.2350273","mag":"1982471600"},"language":"en","primary_location":{"id":"doi:10.14778/2350229.2350273","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2350229.2350273","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-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/A5100448399","display_name":"Rui Li","orcid":"https://orcid.org/0000-0001-9692-3771"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696953","display_name":"Shengjie Wang","orcid":"https://orcid.org/0009-0002-9802-6331"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shengjie Wang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101880377","display_name":"Kevin Chen\u2013Chuan Chang","orcid":"https://orcid.org/0000-0003-0997-6803"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]},{"id":"https://openalex.org/I4210110242","display_name":"Digital Science (United States)","ror":"https://ror.org/020h4b682","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110242","https://openalex.org/I4210112888","https://openalex.org/I4210118830"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Kevin Chen-Chuan Chang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL and Advanced Digital Sciences Center, Illinois at Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL and Advanced Digital Sciences Center, Illinois at Singapore, Singapore","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4210108443","https://openalex.org/I4210110242"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9218,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.98395656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"5","issue":"11","first_page":"1603","last_page":"1614"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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":0.9890000224113464,"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/profiling","display_name":"Profiling (computer programming)","score":0.8756039142608643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7973078489303589},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45294612646102905},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4467516243457794},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.44419556856155396},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.440527081489563}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.8756039142608643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7973078489303589},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45294612646102905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4467516243457794},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.44419556856155396},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.440527081489563},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14778/2350229.2350273","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2350229.2350273","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the VLDB Endowment","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.294.4196","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.294.4196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vldb.org/pvldb/vol5/p1603_ruili_vldb2012.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.755.7593","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.755.7593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1208.0288.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1497163089","https://openalex.org/W1521219253","https://openalex.org/W1965067550","https://openalex.org/W1979987551","https://openalex.org/W2018277822","https://openalex.org/W2066882130","https://openalex.org/W2091802992","https://openalex.org/W2098062695","https://openalex.org/W2103388840","https://openalex.org/W2107107106","https://openalex.org/W2129294185","https://openalex.org/W2135194391","https://openalex.org/W2137213923","https://openalex.org/W2146341620","https://openalex.org/W2151373442","https://openalex.org/W2153959628","https://openalex.org/W2162450625","https://openalex.org/W2165636119","https://openalex.org/W2167521368","https://openalex.org/W2168346693","https://openalex.org/W2171343266","https://openalex.org/W2962735828","https://openalex.org/W6631106333","https://openalex.org/W6639619044","https://openalex.org/W6674735981","https://openalex.org/W6676274861","https://openalex.org/W7075682605"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W2380820513","https://openalex.org/W2913146933","https://openalex.org/W126620210","https://openalex.org/W2054406670","https://openalex.org/W2085542554","https://openalex.org/W2041190900","https://openalex.org/W2145340427"],"abstract_inverted_index":{"Users'":[0],"locations":[1,26,61,82,112,127,142],"are":[2,102],"important":[3],"for":[4,157,177,193],"many":[5],"applications":[6],"such":[7],"as":[8,116],"personalized":[9],"search":[10],"and":[11,31,62,83,87,98,105,129,167,191],"localized":[12],"content":[13],"delivery.":[14],"In":[15],"this":[16],"paper,":[17],"we":[18],"study":[19],"the":[20,110,144,184],"problem":[21],"of":[22,95,100,113],"profiling":[23,38],"Twitter":[24],"users'":[25,126,140,159,179],"with":[27],"their":[28,60],"following":[29,85,136,195],"network":[30],"tweets.":[32],"We":[33],"propose":[34],"a":[35,54,65,68,78,120,148],"multiple":[36,81,180],"location":[37],"model":[39],"(":[40],"MLP":[41,122,162,182,197],"),":[42],"which":[43],"has":[44,80],"three":[45],"key":[46],"features:":[47],"1)":[48,156],"it":[49,74,107],"formally":[50],"models":[51],"how":[52,63],"likely":[53,64],"user":[55,58,66,79],"follows":[56],"another":[57],"given":[59,70],"tweets":[67],"venue":[69],"his":[71,84,96],"location,":[72],"2)":[73,176],"fundamentally":[75],"captures":[76],"that":[77],"relationships":[86],"tweeted":[88],"venues":[89],"can":[90],"be":[91],"related":[92],"to":[93],"any":[94],"locations,":[97,161,181],"some":[99,114],"them":[101],"even":[103],"noisy,":[104],"3)":[106,192],"novelly":[108],"utilizes":[109],"home":[111,160],"users":[115,166],"partial":[117],"supervision.":[118],"As":[119],"result,":[121],"not":[123],"only":[124],"discovers":[125],"accurately":[128],"completely":[130],",":[131],"but":[132],"also":[133],"\"explains\"":[134],"each":[135],"relationship":[137],"by":[138,172,187],"revealing":[139],"true":[141],"in":[143,174,189],"relationship.":[145],"Experiments":[146],"on":[147],"large-scale":[149],"data":[150],"set":[151],"demonstrate":[152],"those":[153],"advantages.":[154],"Particularly,":[155],"predicting":[158],"successfully":[163],"places":[164],"62%":[165],"out-performs":[168],"two":[169],"state-of-the-art":[170],"methods":[171,186],"10%":[173],"accuracy,":[175],"discovering":[178],"improves":[183],"baseline":[185],"14%":[188],"recall,":[190],"explaining":[194],"relationships,":[196],"achieves":[198],"57%":[199],"accuracy.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}