{"id":"https://openalex.org/W2963957446","doi":"https://doi.org/10.1609/aaai.v32i1.11269","title":"Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai","display_name":"Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai","publication_year":2018,"publication_date":"2018-04-25","ids":{"openalex":"https://openalex.org/W2963957446","doi":"https://doi.org/10.1609/aaai.v32i1.11269","mag":"2963957446"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v32i1.11269","doi":"https://doi.org/10.1609/aaai.v32i1.11269","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v32i1.11269","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v32i1.11269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108052996","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0001-9436-964X","observed_orcids":["https://orcid.org/0000-0001-9436-964X"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079270249","display_name":"Chenhao Tan","orcid":"https://orcid.org/0000-0002-3981-2116","observed_orcids":["https://orcid.org/0000-0002-3981-2116"]},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenhao Tan","raw_affiliation_strings":["University of Colorado Boulder"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103066972","display_name":"Zongtao Liu","orcid":"https://orcid.org/0000-0001-7936-4752","observed_orcids":["https://orcid.org/0000-0001-7936-4752"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongtao Liu","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003711842","display_name":"Fei Wu","orcid":"https://orcid.org/0000-0001-5388-2535","observed_orcids":["https://orcid.org/0000-0001-5388-2535"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wu","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008666077","display_name":"Yueting Zhuang","orcid":"https://orcid.org/0000-0001-9017-2508","observed_orcids":["https://orcid.org/0000-0001-9017-2508"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueting Zhuang","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4662,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90651668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"32","issue":"1","first_page":null,"last_page":null},"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":0.9951000213623047,"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":0.9951000213623047,"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/T11645","display_name":"Urban, Neighborhood, and Segregation Studies","score":0.00139999995008111,"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/T10216","display_name":"Migration, Refugees, and Integration","score":0.0008999999845400453,"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/immigrant-integration","display_name":"immigrant integration","score":0.9959999918937683},{"id":"https://openalex.org/keywords/urbanization","display_name":"urbanization","score":0.6549999713897705},{"id":"https://openalex.org/keywords/human-mobility","display_name":"human mobility","score":0.6809999942779541},{"id":"https://openalex.org/keywords/call-logs","display_name":"call logs","score":0.453000009059906},{"id":"https://openalex.org/keywords/cellular-networks","display_name":"cellular networks","score":0.8420000076293945},{"id":"https://openalex.org/keywords/migrant-identification","display_name":"migrant identification","score":0.5239999890327454},{"id":"https://openalex.org/keywords/new-immigrants","display_name":"new immigrants","score":0.531000018119812},{"id":"https://openalex.org/keywords/shanghai","display_name":"Shanghai","score":0.5260000228881836},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.515999972820282},{"id":"https://openalex.org/keywords/urban-mobility-patterns","display_name":"urban mobility patterns","score":0.38199999928474426}],"concepts":[{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.7263057827949524},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5534555315971375},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5468608140945435},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5158709287643433},{"id":"https://openalex.org/C170595211","wikidata":"https://www.wikidata.org/wiki/Q177626","display_name":"Human migration","level":3,"score":0.43383437395095825},{"id":"https://openalex.org/C3019876095","wikidata":"https://www.wikidata.org/wiki/Q15320003","display_name":"Migrant workers","level":2,"score":0.4284115731716156},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.4280463755130768},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.39128419756889343},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3327191472053528},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.3237913250923157},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.26677775382995605},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2032560408115387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09062549471855164},{"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:10.1609/aaai.v32i1.11269","doi":"https://doi.org/10.1609/aaai.v32i1.11269","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v32i1.11269","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1706.00682","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.00682","pdf_url":"https://arxiv.org/pdf/1706.00682","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:ojs.aaai.org:article/11269","doi":null,"is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/11269","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/11269/11128","source":{"id":"https://openalex.org/S4306400155","display_name":"AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801652627","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/I2801652627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.1706.00682","doi":"https://doi.org/10.48550/arxiv.1706.00682","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1706.00682","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1609/aaai.v32i1.11269","doi":"https://doi.org/10.1609/aaai.v32i1.11269","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v32i1.11269","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.875,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"},{"score":0.7578999996185303,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1828425977","display_name":null,"funder_award_id":"973 Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2037578385","display_name":null,"funder_award_id":"2015CB352302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5022124461","display_name":null,"funder_award_id":"U1611461","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5526867466","display_name":null,"funder_award_id":"U1611461","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7479229038","display_name":null,"funder_award_id":"61625107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310094","display_name":"University of Washington","ror":"https://ror.org/00cvxb145"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963957446.pdf","grobid_xml":"https://content.openalex.org/works/W2963957446.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W194949262","https://openalex.org/W296721212","https://openalex.org/W1498029981","https://openalex.org/W1514678062","https://openalex.org/W1526784705","https://openalex.org/W1865206509","https://openalex.org/W1878442070","https://openalex.org/W1978560089","https://openalex.org/W1986737582","https://openalex.org/W2001701811","https://openalex.org/W2019204505","https://openalex.org/W2019847742","https://openalex.org/W2021112331","https://openalex.org/W2032109089","https://openalex.org/W2041669550","https://openalex.org/W2059567531","https://openalex.org/W2066832120","https://openalex.org/W2076264292","https://openalex.org/W2095523951","https://openalex.org/W2101254446","https://openalex.org/W2101301336","https://openalex.org/W2101823987","https://openalex.org/W2112738128","https://openalex.org/W2129695575","https://openalex.org/W2130354913","https://openalex.org/W2151990787","https://openalex.org/W2155431733","https://openalex.org/W2329003445","https://openalex.org/W2338697662","https://openalex.org/W2471787768","https://openalex.org/W2501814837","https://openalex.org/W3122507295","https://openalex.org/W3124283805","https://openalex.org/W4230425993","https://openalex.org/W4252997772","https://openalex.org/W6610549815","https://openalex.org/W6992517374","https://openalex.org/W7055809733"],"related_works":["https://openalex.org/W2964165509","https://openalex.org/W2788757326","https://openalex.org/W4292308320","https://openalex.org/W2586669941","https://openalex.org/W4388176956","https://openalex.org/W791339862","https://openalex.org/W2686808665","https://openalex.org/W2351556414","https://openalex.org/W2222599930","https://openalex.org/W3162411063"],"abstract_inverted_index":{"Unprecedented":[0],"human":[1],"mobility":[2],"has":[3],"driven":[4],"the":[5,9,13,43,94,128],"rapid":[6],"urbanization":[7],"around":[8,93],"world.":[10],"In":[11],"China,":[12],"fraction":[14],"of":[15,45,54,131,160,177],"population":[16],"dwelling":[17],"in":[18,57,76,121,134],"cities":[19],"increased":[20],"from":[21,115,166],"17.9%":[22],"to":[23,113,144,156,172],"52.6%":[24],"between":[25,72],"1978":[26],"and":[27,36,63,74,81,91],"2012.":[28],"Such":[29],"large-scale":[30],"migration":[31],"poses":[32],"challenges":[33],"for":[34,39,123,185],"policymakers":[35],"important":[37],"questions":[38],"researchers.":[40],"To":[41],"investigate":[42],"process":[44,130],"migrant":[46],"integration,":[47],"we":[48,126,140],"employ":[49],"a":[50,97,124,147,150],"one-month":[51],"complete":[52],"dataset":[53],"telecommunication":[55],"metadata":[56],"Shanghai":[58,122],"with":[59,96],"54":[60],"million":[61,65],"users":[62],"698":[64],"call":[66],"logs.":[67],"We":[68],"find":[69],"systematic":[70],"differences":[71],"locals":[73,101,194],"migrants":[75,86,109,117,133,165,175,188,196],"their":[77,135],"mobile":[78],"communication":[79],"networks":[80],"geographical":[82],"locations.":[83],"For":[84],"instance,":[85],"have":[87,119],"more":[88],"diverse":[89],"contacts":[90],"move":[92],"city":[95],"larger":[98],"radius":[99],"than":[100],"after":[102],"they":[103],"settle":[104],"down.":[105],"By":[106],"distinguishing":[107,163],"new":[108,132,174,187],"(who":[110,118],"recently":[111],"moved":[112],"Shanghai)":[114],"settled":[116,164],"been":[120],"while),":[125],"demonstrate":[127],"integration":[129],"first":[136],"three":[137],"weeks.":[138],"Moreover,":[139],"formulate":[141],"classification":[142,181],"problems":[143],"predict":[145],"whether":[146],"person":[148],"is":[149,154],"migrant.":[151],"Our":[152],"classifier":[153],"able":[155],"achieve":[157],"an":[158],"F1-score":[159],"0.82":[161],"when":[162],"locals,":[167],"but":[168],"it":[169],"remains":[170],"challenging":[171],"identify":[173],"because":[176],"class":[178],"imbalance.":[179],"This":[180],"setup":[182],"holds":[183],"promise":[184],"identifying":[186],"who":[189],"will":[190],"successfully":[191],"integrate":[192],"into":[193],"(new":[195],"that":[197],"misclassified":[198],"as":[199],"locals).":[200]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-07-30T00:00:00"}