{"id":"https://openalex.org/W1983834047","doi":"https://doi.org/10.1145/2675133.2675237","title":"Predicting a Community's Flu Dynamics with Mobile Phone Data","display_name":"Predicting a Community's Flu Dynamics with Mobile Phone Data","publication_year":2015,"publication_date":"2015-02-24","ids":{"openalex":"https://openalex.org/W1983834047","doi":"https://doi.org/10.1145/2675133.2675237","mag":"1983834047"},"language":"en","primary_location":{"id":"doi:10.1145/2675133.2675237","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2675133.2675237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work &amp; Social Computing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01146198","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077531047","display_name":"Katayoun Farrahi","orcid":"https://orcid.org/0000-0001-6775-127X"},"institutions":[{"id":"https://openalex.org/I55521800","display_name":"Goldsmiths University of London","ror":"https://ror.org/01khx4a30","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I55521800"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Katayoun Farrahi","raw_affiliation_strings":["Goldsmiths, University of London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Goldsmiths, University of London, London, United Kingdom","institution_ids":["https://openalex.org/I55521800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083517347","display_name":"R\u00e9mi Emonet","orcid":"https://orcid.org/0000-0002-1870-1329"},"institutions":[{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R\u00e9mi Emonet","raw_affiliation_strings":["Laboratoire Hubert Curien, Saint-\u00c9tienne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Hubert Curien, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I4210085887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017095669","display_name":"Manuel Cebri\u00e1n","orcid":"https://orcid.org/0000-0002-3681-7982"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manuel Cebrian","raw_affiliation_strings":["National Information and Communications Technology Australia, University of Melbourne, Melbourne, Australia","National Information and Communications Technology Australia, University of Melbourne, Melbourne, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Information and Communications Technology Australia, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I165779595"]},{"raw_affiliation_string":"National Information and Communications Technology Australia, University of Melbourne, Melbourne, Australia#TAB#","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.32,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86759894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1214","last_page":"1221"},"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":0.9929999709129333,"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":0.9929999709129333,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.8518390655517578},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.7868961095809937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7139581441879272},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.6848157048225403},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.43210458755493164},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4260704219341278},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.4172624349594116},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3212663531303406},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2889939546585083},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.23813021183013916},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2252281904220581},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11522907018661499}],"concepts":[{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.8518390655517578},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.7868961095809937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7139581441879272},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.6848157048225403},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.43210458755493164},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4260704219341278},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.4172624349594116},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3212663531303406},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2889939546585083},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.23813021183013916},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2252281904220581},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11522907018661499},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2675133.2675237","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2675133.2675237","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work &amp; Social Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gold.ac.uk:17540","is_oa":false,"landing_page_url":"https://research.gold.ac.uk/view/goldsmiths/Farrahi=3AKatayoun=3A=3A.html>;","pdf_url":null,"source":{"id":"https://openalex.org/S4306400496","display_name":"Goldsmiths (University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Accepted Version","raw_type":"public"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.706.82","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.706.82","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.katefarrahi.com/webfiles/conferences/Farrahi-cscw15.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01146198v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01146198","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer-Supported Cooperative Work and Social Computing, Mar 2015, Vancouver, Canada. &#x27E8;10.1145/2675133.2675237&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:eprints.soton.ac.uk:419551","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/419551/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01146198v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01146198","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer-Supported Cooperative Work and Social Computing, Mar 2015, Vancouver, Canada. &#x27E8;10.1145/2675133.2675237&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W207440351","https://openalex.org/W1981216789","https://openalex.org/W1983965875","https://openalex.org/W1992120983","https://openalex.org/W1998002546","https://openalex.org/W2022957055","https://openalex.org/W2056068852","https://openalex.org/W2056909789","https://openalex.org/W2057087916","https://openalex.org/W2073685253","https://openalex.org/W2084597339","https://openalex.org/W2089008529","https://openalex.org/W2090252063","https://openalex.org/W2118316314","https://openalex.org/W2123249092","https://openalex.org/W2131499531","https://openalex.org/W2132118223","https://openalex.org/W2154416797","https://openalex.org/W2154656661","https://openalex.org/W2158222386","https://openalex.org/W2158939861","https://openalex.org/W2171436624","https://openalex.org/W2771825340","https://openalex.org/W2949086544","https://openalex.org/W3100597013"],"related_works":["https://openalex.org/W4220926637","https://openalex.org/W2362681120","https://openalex.org/W4376643979","https://openalex.org/W2376320007","https://openalex.org/W4312465446","https://openalex.org/W2389079374","https://openalex.org/W2372429262","https://openalex.org/W2903653170","https://openalex.org/W2351967314","https://openalex.org/W2967161677"],"abstract_inverted_index":{"Human":[0],"interactions":[1],"that":[2,165,177],"are":[3],"sensed":[4],"ubiquitously":[5],"by":[6,123],"mobile":[7,155,179],"phones":[8],"can":[9,182],"improve":[10],"a":[11,69,76,97,140],"significant":[12],"number":[13,119],"of":[14,24,36,55,59,65,72,78,87,107,120,128,146,187,191],"public":[15],"health":[16],"problems,":[17],"particularly":[18],"helping":[19],"to":[20,39,51,61],"track":[21,62],"the":[22,34,53,56,63,92,117,124,144,151,184,189],"spread":[23,64],"disease.":[25],"In":[26],"this":[27,149],"paper,":[28],"we":[29],"evaluate":[30,52],"multiple":[31],"avenues":[32,58],"for":[33,101,115,160],"integration":[35,60],"high-resolution":[37,178],"face":[38,40],"Bluetooth-sensed":[41,157],"interaction":[42,158],"networks":[43],"into":[44],"standard":[45],"epidemic":[46,192],"models.":[47,193],"Our":[48,173],"goal":[49],"is":[50,150,166],"capacity":[54],"different":[57],"seasonal":[66],"influenza":[67,171],"on":[68,113],"real-world":[70],"community":[71],"72":[73],"individuals":[74,121],"over":[75,91],"period":[77],"17":[79],"weeks.":[80],"The":[81],"dataset":[82],"considered":[83],"contains":[84],"real-time":[85],"tracking":[86],"individual":[88,135],"flu":[89,125],"symptoms":[90],"whole":[93],"observation":[94],"period,":[95],"providing":[96],"concrete":[98],"individualized":[99],"source":[100],"evaluation.":[102],"We":[103],"obtain":[104],"an":[105],"error":[106],"less":[108],"than":[109],"2":[110],"infected":[111,138],"people":[112],"average":[114],"predicting":[116,132],"total":[118],"affected":[122],"and":[126],"precision":[127],"approximately":[129],"30%":[130],"when":[131],"exactly":[133],"which":[134],"will":[136],"become":[137],"at":[139],"given":[141],"time.":[142],"To":[143],"best":[145],"our":[147],"knowledge,":[148],"first":[152],"study":[153],"considering":[154],"phone":[156,180],"data":[159,181],"dynamic":[161],"infectious":[162],"disease":[163],"simulation":[164],"evaluated":[167],"against":[168],"real":[169],"human":[170],"occurrence.":[172],"remarkable":[174],"results":[175],"indicate":[176],"increase":[183],"predictive":[185],"power":[186],"even":[188],"simplest":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
