{"id":"https://openalex.org/W2519935277","doi":"https://doi.org/10.1109/asonam.2016.7752280","title":"Correlations of consumption patterns in social-economic networks","display_name":"Correlations of consumption patterns in social-economic networks","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2519935277","doi":"https://doi.org/10.1109/asonam.2016.7752280","mag":"2519935277"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2016.7752280","doi":"https://doi.org/10.1109/asonam.2016.7752280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752280","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5081647621","display_name":"Yannick L\u00e9o","orcid":"https://orcid.org/0000-0003-3385-3053","observed_orcids":["https://orcid.org/0000-0003-3385-3053"]},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yannick Leo","raw_affiliation_strings":["ENS de Lyon, Univ Lyon, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS de Lyon, Univ Lyon, Lyon, France","institution_ids":["https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079596102","display_name":"M\u00e1rton Karsai","orcid":"https://orcid.org/0000-0001-5382-8950","observed_orcids":["https://orcid.org/0000-0001-5382-8950","https://orcid.org/0000-0001-5752-556X"]},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marton Karsai","raw_affiliation_strings":["ENS de Lyon, Univ Lyon, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS de Lyon, Univ Lyon, Lyon, France","institution_ids":["https://openalex.org/I113428412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072930694","display_name":"Carlos Sarraute","orcid":"https://orcid.org/0000-0002-7409-6338","observed_orcids":["https://orcid.org/0000-0002-7409-6338"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Sarraute","raw_affiliation_strings":["Grandata Labs, Buenos Aires, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grandata Labs, Buenos Aires, Argentina","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108074729","display_name":"Eric Fleury B","orcid":"https://orcid.org/0000-0003-2725-2606","observed_orcids":["https://orcid.org/0000-0003-2725-2606"]},"institutions":[{"id":"https://openalex.org/I113428412","display_name":"\u00c9cole Normale Sup\u00e9rieure de Lyon","ror":"https://ror.org/04zmssz18","country_code":"FR","type":"education","lineage":["https://openalex.org/I113428412","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Fleury","raw_affiliation_strings":["ENS de Lyon, Univ Lyon, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENS de Lyon, Univ Lyon, Lyon, France","institution_ids":["https://openalex.org/I113428412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.84,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98190255,"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":"493","last_page":"500"},"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":0.8119999766349792,"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":0.8119999766349792,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.12620000541210175,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.035999998450279236,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consumption-patterns","display_name":"consumption patterns","score":0.9509999752044678},{"id":"https://openalex.org/keywords/socioeconomic-status","display_name":"socioeconomic status","score":0.7440000176429749},{"id":"https://openalex.org/keywords/social-stratification","display_name":"social stratification","score":0.949999988079071},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.593999981880188},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"mobile telephony","score":0.8109999895095825},{"id":"https://openalex.org/keywords/banking-transactions","display_name":"banking transactions","score":0.9800000190734863},{"id":"https://openalex.org/keywords/purchasing-habits","display_name":"purchasing habits","score":0.7089999914169312},{"id":"https://openalex.org/keywords/community-structure","display_name":"community structure","score":0.7519999742507935},{"id":"https://openalex.org/keywords/correlation-networks","display_name":"correlation networks","score":0.7540000081062317},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.7770000100135803},{"id":"https://openalex.org/keywords/mexico","display_name":"Mexico","score":0.44999998807907104}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.7176395654678345},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.6558603048324585},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5883907675743103},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5656183958053589},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5456283092498779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5327872037887573},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.48607638478279114},{"id":"https://openalex.org/C48158472","wikidata":"https://www.wikidata.org/wiki/Q841628","display_name":"Social stratification","level":2,"score":0.45115602016448975},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4417000412940979},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4264169931411743},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.4168105721473694},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28422626852989197},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.23582860827445984},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2177141308784485},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20932963490486145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20649516582489014},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.19938576221466064},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1690022349357605},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12319442629814148},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.1166401207447052},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11484381556510925},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2016.7752280","doi":"https://doi.org/10.1109/asonam.2016.7752280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2016.7752280","pdf_url":null,"source":{"id":"https://openalex.org/S4363608003","display_name":"IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W76094977","https://openalex.org/W101836494","https://openalex.org/W182629641","https://openalex.org/W950821216","https://openalex.org/W1532587871","https://openalex.org/W1533200881","https://openalex.org/W1554663460","https://openalex.org/W1604796740","https://openalex.org/W1750214218","https://openalex.org/W1758345311","https://openalex.org/W1967255697","https://openalex.org/W1996221647","https://openalex.org/W2048711016","https://openalex.org/W2061901927","https://openalex.org/W2065130322","https://openalex.org/W2130354913","https://openalex.org/W2131681506","https://openalex.org/W2233952442","https://openalex.org/W2313060753","https://openalex.org/W2332133450","https://openalex.org/W2344432821","https://openalex.org/W2346713234","https://openalex.org/W2411201036","https://openalex.org/W2613223284","https://openalex.org/W2752384816","https://openalex.org/W2996402732","https://openalex.org/W3140017782","https://openalex.org/W4240979370","https://openalex.org/W4249931182","https://openalex.org/W4252957259","https://openalex.org/W4285719527","https://openalex.org/W4388297464","https://openalex.org/W6603175124","https://openalex.org/W6632025762","https://openalex.org/W6771673361","https://openalex.org/W7020753545"],"related_works":["https://openalex.org/W2785233155","https://openalex.org/W2340801635","https://openalex.org/W2068179884","https://openalex.org/W2033559181","https://openalex.org/W3035062211","https://openalex.org/W2122330440","https://openalex.org/W1975569759","https://openalex.org/W1982516761","https://openalex.org/W1193421105","https://openalex.org/W1484723352"],"abstract_inverted_index":{"We":[0,83],"analyze":[1],"a":[2,15,73,79],"coupled":[3],"dataset":[4],"collecting":[5],"the":[6,25,60,106],"mobile":[7],"phone":[8],"communication":[9],"and":[10,28,36,71,90,102,110],"bank":[11],"transactions":[12],"history":[13],"of":[14,18,31,39,57,96],"large":[16],"number":[17],"individuals":[19,40],"living":[20],"in":[21,59,93,116],"Mexico.":[22],"After":[23],"mapping":[24],"social":[26,61,109],"structure":[27],"introducing":[29],"indicators":[30],"socioeconomic":[32,52],"status,":[33],"demographic":[34],"features,":[35],"purchasing":[37,94],"habits":[38,95],"we":[41,65],"show":[42,91],"that":[43],"typical":[44],"consumption":[45],"patterns":[46,56],"are":[47],"strongly":[48],"correlated":[49],"with":[50,78,113],"identified":[51],"classes":[53],"leading":[54],"to":[55],"stratification":[58],"structure.":[62,82],"In":[63],"addition":[64],"measure":[66],"correlations":[67,92],"between":[68,87,108],"merchant":[69,88],"categories":[70,89],"introduce":[72],"correlation":[74],"network,":[75],"which":[76],"emerges":[77],"meaningful":[80],"community":[81],"detect":[84],"multivariate":[85],"relations":[86,107],"individuals.":[97],"Our":[98],"work":[99],"provides":[100],"novel":[101],"detailed":[103],"insight":[104],"into":[105],"consuming":[111],"behaviour":[112],"potential":[114],"applications":[115],"recommendation":[117],"system":[118],"design.":[119]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-09-23T00:00:00"}