{"id":"https://openalex.org/W2040795128","doi":"https://doi.org/10.1145/2806416.2806575","title":"Modeling Individual-Level Infection Dynamics Using Social Network Information","display_name":"Modeling Individual-Level Infection Dynamics Using Social Network Information","publication_year":2015,"publication_date":"2015-10-17","ids":{"openalex":"https://openalex.org/W2040795128","doi":"https://doi.org/10.1145/2806416.2806575","mag":"2040795128"},"language":"en","primary_location":{"id":"doi:10.1145/2806416.2806575","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/214338","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023506216","display_name":"Suppawong Tuarob","orcid":"https://orcid.org/0000-0002-5201-5699"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suppawong Tuarob","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018232256","display_name":"Conrad S. Tucker","orcid":"https://orcid.org/0000-0001-5365-0240"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Conrad S. Tucker","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010649096","display_name":"Marcel Salath\u00e9","orcid":"https://orcid.org/0000-0002-5079-7797"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcel Salathe","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058957631","display_name":"Nil\u00e0m Ram","orcid":"https://orcid.org/0000-0003-1671-5257"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilam Ram","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023506216"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":1.4831,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82336305,"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":"1501","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9932000041007996,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9902999997138977,"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/social-media","display_name":"Social media","score":0.696370005607605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6487693190574646},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5609757304191589},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5570100545883179},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4666336476802826},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"Social dynamics","score":0.4448464512825012},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.43331465125083923},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.36594337224960327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26600223779678345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20712512731552124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17115139961242676},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10054382681846619}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.696370005607605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6487693190574646},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5609757304191589},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5570100545883179},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4666336476802826},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.4448464512825012},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.43331465125083923},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.36594337224960327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26600223779678345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20712512731552124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17115139961242676},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10054382681846619},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2806416.2806575","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2806416.2806575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:214338","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/214338","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:214338","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/214338","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G5005031318","display_name":null,"funder_award_id":"UL1 TR000127","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W29935650","https://openalex.org/W201361503","https://openalex.org/W1575830776","https://openalex.org/W1807605354","https://openalex.org/W1880262756","https://openalex.org/W1973281332","https://openalex.org/W1987052743","https://openalex.org/W1996498980","https://openalex.org/W2010965902","https://openalex.org/W2019428330","https://openalex.org/W2029830906","https://openalex.org/W2034873408","https://openalex.org/W2038370668","https://openalex.org/W2040263621","https://openalex.org/W2045526969","https://openalex.org/W2049574641","https://openalex.org/W2053379819","https://openalex.org/W2068353535","https://openalex.org/W2077742162","https://openalex.org/W2079635032","https://openalex.org/W2086100066","https://openalex.org/W2094176393","https://openalex.org/W2103418109","https://openalex.org/W2110164811","https://openalex.org/W2117239687","https://openalex.org/W2120467164","https://openalex.org/W2124499489","https://openalex.org/W2126326126","https://openalex.org/W2127526138","https://openalex.org/W2133729329","https://openalex.org/W2137649002","https://openalex.org/W2148534872","https://openalex.org/W2161728228","https://openalex.org/W2161846127","https://openalex.org/W2170755015","https://openalex.org/W2171468534","https://openalex.org/W2172263659","https://openalex.org/W2299721852","https://openalex.org/W2314068408","https://openalex.org/W2336961729","https://openalex.org/W2407528375","https://openalex.org/W2595304170","https://openalex.org/W2597270458","https://openalex.org/W3106439237","https://openalex.org/W4244214432","https://openalex.org/W6601244450","https://openalex.org/W6674198184"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W4312622923","https://openalex.org/W3123203398","https://openalex.org/W1977056376","https://openalex.org/W2728430307","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"Epidemic":[0],"monitoring":[1],"systems":[2,30],"engaged":[3],"in":[4,120],"accurate":[5,182],"discovery":[6,29],"of":[7,13,16,35,40,105,133,147,165],"infected":[8,134],"individuals":[9],"enable":[10],"better":[11],"understanding":[12],"the":[14,103,137,145,177,184,191],"dynamics":[15,104],"epidemics":[17],"and":[18,44,95,112,143,187,200],"thus":[19],"may":[20],"promote":[21],"effective":[22],"disease":[23],"mitigation":[24],"or":[25,38],"prevention.":[26],"Currently,":[27],"infection":[28,110,161,170,193],"require":[31],"either":[32],"physical":[33],"participation":[34],"potential":[36],"patients":[37],"provision":[39],"information":[41,74,90],"from":[42,117],"hospitals":[43],"health-care":[45],"services.":[46],"While":[47],"social":[48,72,88,113,126,156],"media":[49,73,89],"has":[50],"emerged":[51],"as":[52,195],"an":[53,148],"increasingly":[54],"important":[55],"knowledge":[56],"source":[57],"that":[58,129,176],"reflects":[59],"multiple":[60],"real":[61],"world":[62],"events,":[63],"there":[64],"is":[65,180],"only":[66],"a":[67,121,172],"small":[68],"literature":[69],"examining":[70],"how":[71,87],"can":[75,91,130],"be":[76,92],"incorporated":[77,93],"into":[78,94],"computational":[79],"epidemic":[80],"models.":[81],"In":[82],"this":[83],"paper,":[84],"we":[85,124,141],"demonstrate":[86],"improve":[96],"upon":[97],"traditional":[98,138,185],"techniques":[99],"used":[100],"to":[101],"model":[102,152,179],"infectious":[106],"diseases.":[107],"Using":[108],"flu":[109,169],"histories":[111],"network":[114,127,157],"data":[115],"collected":[116],"264":[118],"students":[119],"college":[122,173],"community,":[123,174],"identify":[125],"signals":[128,158],"aid":[131],"identification":[132],"individuals.":[135],"Extending":[136],"SIRS":[139],"model,":[140,186],"introduce":[142],"illustrate":[144],"efficacy":[146],"Online-Interaction-Aware":[149],"Susceptible-Infected-Recovered-Susceptible":[150],"(OIA-SIRS)":[151],"based":[153],"on":[154],"four":[155],"for":[159],"modeling":[160],"dynamics.":[162],"Empirical":[163],"evaluations":[164],"our":[166],"case":[167],"study,":[168],"within":[171],"reveal":[175],"OIA-SIRS":[178],"more":[181],"than":[183],"also":[188],"closely":[189],"tracks":[190],"real-world":[192],"rates":[194],"reported":[196],"by":[197],"CDC":[198],"ILINet":[199],"Google":[201],"Flu":[202],"Trend.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}