{"id":"https://openalex.org/W1976323204","doi":"https://doi.org/10.1145/1964858.1964874","title":"Towards detecting influenza epidemics by analyzing Twitter messages","display_name":"Towards detecting influenza epidemics by analyzing Twitter messages","publication_year":2010,"publication_date":"2010-07-25","ids":{"openalex":"https://openalex.org/W1976323204","doi":"https://doi.org/10.1145/1964858.1964874","mag":"1976323204"},"language":"en","primary_location":{"id":"doi:10.1145/1964858.1964874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1964858.1964874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First Workshop on Social Media Analytics","raw_type":"proceedings-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/A5011178134","display_name":"Aron Culotta","orcid":"https://orcid.org/0000-0003-2660-7575"},"institutions":[{"id":"https://openalex.org/I197173980","display_name":"Southeastern Louisiana University","ror":"https://ror.org/0531xck41","country_code":"US","type":"education","lineage":["https://openalex.org/I197173980","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aron Culotta","raw_affiliation_strings":["Southeastern Louisiana University, Hammond, LA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeastern Louisiana University, Hammond, LA","institution_ids":["https://openalex.org/I197173980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011178134"],"corresponding_institution_ids":["https://openalex.org/I197173980"],"apc_list":null,"apc_paid":null,"fwci":17.5915,"has_fulltext":false,"cited_by_count":621,"citation_normalized_percentile":{"value":0.99544814,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9976000189781189,"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9976000189781189,"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/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":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.6469077467918396},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.578344464302063},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.49421027302742004},{"id":"https://openalex.org/keywords/disease-control","display_name":"Disease control","score":0.4841488003730774},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43514284491539},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3229237198829651},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24373507499694824},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22868916392326355},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.1205824613571167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0781722366809845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469077467918396},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.578344464302063},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.49421027302742004},{"id":"https://openalex.org/C2987315675","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Disease control","level":2,"score":0.4841488003730774},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43514284491539},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3229237198829651},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24373507499694824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22868916392326355},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.1205824613571167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0781722366809845},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1964858.1964874","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1964858.1964874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First Workshop on Social Media Analytics","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.167.5375","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.167.5375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.selu.edu/Academics/Faculty/aculotta/pubs/culotta10towards.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3165599319","display_name":null,"funder_award_id":"LEQSF(2010-13)-RD-A-11","funder_id":"https://openalex.org/F4320309392","funder_display_name":"Louisiana Board of Regents"}],"funders":[{"id":"https://openalex.org/F4320309392","display_name":"Louisiana Board of Regents","ror":"https://ror.org/00jv89z46"},{"id":"https://openalex.org/F4320332162","display_name":"Centers for Disease Control and Prevention","ror":"https://ror.org/042twtr12"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W197876752","https://openalex.org/W1563090824","https://openalex.org/W1590495275","https://openalex.org/W1596222673","https://openalex.org/W1969724596","https://openalex.org/W1982381099","https://openalex.org/W1983286042","https://openalex.org/W1987229782","https://openalex.org/W2011450768","https://openalex.org/W2033615083","https://openalex.org/W2051434435","https://openalex.org/W2068372477","https://openalex.org/W2097726431","https://openalex.org/W2103235794","https://openalex.org/W2112946723","https://openalex.org/W2117239687","https://openalex.org/W2120540086","https://openalex.org/W2122369144","https://openalex.org/W2130158090","https://openalex.org/W2140796896","https://openalex.org/W2151932005","https://openalex.org/W2160660844","https://openalex.org/W2253771223","https://openalex.org/W2414678712","https://openalex.org/W3169730026","https://openalex.org/W3214317208","https://openalex.org/W4205184193"],"related_works":["https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W3144288563","https://openalex.org/W3123907821","https://openalex.org/W2382319620","https://openalex.org/W2164026370"],"abstract_inverted_index":{"Rapid":[0],"response":[1],"to":[2,8,31,53,97,110,121,154],"a":[3,55,100,116,142,151],"health":[4,57],"epidemic":[5],"is":[6],"critical":[7],"reduce":[9],"loss":[10],"of":[11,20,29,118,144],"life.":[12],"Existing":[13],"methods":[14,109],"mostly":[15],"rely":[16],"on":[17,92],"expensive":[18],"surveys":[19],"hospitals":[21],"across":[22],"the":[23,77,93],"country,":[24],"typically":[25],"with":[26,72,125,146],"lag":[27],"times":[28],"one":[30],"two":[32],"weeks":[33],"for":[34,40,79],"influenza":[35,73],"reporting,":[36],"and":[37,82,114],"even":[38],"longer":[39],"less":[41],"common":[42],"diseases.":[43],"In":[44,85],"response,":[45],"there":[46],"have":[47],"been":[48],"several":[49,108],"recently":[50],"proposed":[51],"solutions":[52],"estimate":[54],"population's":[56],"from":[58],"Internet":[59],"activity,":[60],"most":[61],"notably":[62],"Google's":[63],"Flu":[64],"Trends":[65],"service,":[66],"which":[67],"correlates":[68],"search":[69],"term":[70],"frequency":[71],"statistics":[74,148],"reported":[75],"by":[76,149],"Centers":[78],"Disease":[80],"Control":[81],"Prevention":[83],"(CDC).":[84],"this":[86],"paper,":[87],"we":[88,135],"analyze":[89],"messages":[90,113,124,131],"posted":[91],"micro-blogging":[94],"site":[95],"Twitter.com":[96],"determine":[98],"if":[99],"similar":[101],"correlation":[102,143],"can":[103],"be":[104],"uncovered.":[105],"We":[106],"propose":[107],"identify":[111,155],"influenza-related":[112],"compare":[115],"number":[117],"regression":[119],"models":[120],"correlate":[122],"these":[123],"CDC":[126,147],"statistics.":[127],"Using":[128],"over":[129],"500,000":[130],"spanning":[132],"10":[133],"weeks,":[134],"find":[136],"that":[137],"our":[138],"best":[139],"model":[140],"achieves":[141],".78":[145],"leveraging":[150],"document":[152],"classifier":[153],"relevant":[156],"messages.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":55},{"year":2020,"cited_by_count":52},{"year":2019,"cited_by_count":45},{"year":2018,"cited_by_count":56},{"year":2017,"cited_by_count":61},{"year":2016,"cited_by_count":51},{"year":2015,"cited_by_count":74},{"year":2014,"cited_by_count":60},{"year":2013,"cited_by_count":45},{"year":2012,"cited_by_count":36}],"updated_date":"2026-05-27T09:02:27.158192","created_date":"2025-10-10T00:00:00"}
