{"id":"https://openalex.org/W2564011418","doi":"https://doi.org/10.1609/aaai.v30i2.19072","title":"Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media","display_name":"Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media","publication_year":2016,"publication_date":"2016-02-18","ids":{"openalex":"https://openalex.org/W2564011418","doi":"https://doi.org/10.1609/aaai.v30i2.19072","mag":"2564011418"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v30i2.19072","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v30i2.19072","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,"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"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v30i2.19072","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081476701","display_name":"Adam Sadilek","orcid":"https://orcid.org/0000-0003-0784-7098"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Sadilek","raw_affiliation_strings":["University of Rochester","Department of Computer Science, University of Rochester, Rochester NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rochester","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester NY#TAB#","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105508446","display_name":"Henry Kautz","orcid":"https://orcid.org/0000-0001-5219-2970"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Kautz","raw_affiliation_strings":["Department of Computer Science, University of Rochester, Rochester NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester NY#TAB#","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022506880","display_name":"Lauren DiPrete","orcid":"https://orcid.org/0000-0001-6596-3615"},"institutions":[{"id":"https://openalex.org/I4210128681","display_name":"Southern Nevada Health District","ror":"https://ror.org/036svm011","country_code":"US","type":"government","lineage":["https://openalex.org/I4210128681"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren DiPrete","raw_affiliation_strings":["Southern Nevada Health District","Southern Nevada Health District, Las Vegas, NV#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Nevada Health District","institution_ids":["https://openalex.org/I4210128681"]},{"raw_affiliation_string":"Southern Nevada Health District, Las Vegas, NV#TAB#","institution_ids":["https://openalex.org/I4210128681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054874506","display_name":"Brian Labus","orcid":"https://orcid.org/0000-0001-7169-8061"},"institutions":[{"id":"https://openalex.org/I4210128681","display_name":"Southern Nevada Health District","ror":"https://ror.org/036svm011","country_code":"US","type":"government","lineage":["https://openalex.org/I4210128681"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Labus","raw_affiliation_strings":["Southern Nevada Health District","Southern Nevada Health District, Las Vegas, NV#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Nevada Health District","institution_ids":["https://openalex.org/I4210128681"]},{"raw_affiliation_string":"Southern Nevada Health District, Las Vegas, NV#TAB#","institution_ids":["https://openalex.org/I4210128681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022394855","display_name":"Eric Portman","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Portman","raw_affiliation_strings":["University of Rochester","Department of Computer Science, University of Rochester, Rochester NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rochester","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester NY#TAB#","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007480368","display_name":"Jack Teitel","orcid":null},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Teitel","raw_affiliation_strings":["University of Rochester","Department of Computer Science, University of Rochester, Rochester NY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rochester","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester NY#TAB#","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082235131","display_name":"Vincent Silenzio","orcid":"https://orcid.org/0000-0003-1408-7955"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent Silenzio","raw_affiliation_strings":["University of Rochester","School of Medicine and Dentistry, University of Rochester Rochester NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rochester","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"School of Medicine and Dentistry, University of Rochester Rochester NY","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":39.4962,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"2","first_page":"3982","last_page":"3989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9986000061035156,"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":0.9986000061035156,"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/T11957","display_name":"Food Safety and Hygiene","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/las-vegas","display_name":"Las vegas","score":0.7420713901519775},{"id":"https://openalex.org/keywords/metropolitan-area","display_name":"Metropolitan area","score":0.515370786190033},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.477438747882843},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4669889807701111},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.45389318466186523},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4509460926055908},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.3891860246658325},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.37355464696884155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3640638589859009},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.36248624324798584},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3426331877708435},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3418399393558502},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10590323805809021}],"concepts":[{"id":"https://openalex.org/C2993101906","wikidata":"https://www.wikidata.org/wiki/Q23768","display_name":"Las vegas","level":3,"score":0.7420713901519775},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.515370786190033},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.477438747882843},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4669889807701111},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45389318466186523},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4509460926055908},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3891860246658325},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.37355464696884155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3640638589859009},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36248624324798584},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3426331877708435},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3418399393558502},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10590323805809021},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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":3,"locations":[{"id":"doi:10.1609/aaai.v30i2.19072","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v30i2.19072","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,"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:CiteSeerX.psu:10.1.1.723.8225","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.8225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rochester.edu/%7Esadilek/publications/Sadilek%2C%20Kautz%2C%20et%20al.%20Deploying%20nEmesis.pdf","raw_type":"text"},{"id":"pmh:oai:ojs.aaai.org:article/19072","is_oa":false,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/19072","pdf_url":null,"source":null,"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"}],"best_oa_location":{"id":"doi:10.1609/aaai.v30i2.19072","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v30i2.19072","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,"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":[],"awards":[{"id":"https://openalex.org/G2456533574","display_name":"RAPID: SCH: NODE: A Real-Time Smartphone Epidemiological Tool","funder_award_id":"1516340","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2548717648","display_name":"III: Small: TwitterHealth: Learning Fine-Grained Models of Health Influences and Interactions From Social Media","funder_award_id":"1319378","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320952","display_name":"International Science and Technology Center","ror":"https://ror.org/03fn1w943"},{"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":36,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W129457532","https://openalex.org/W201361503","https://openalex.org/W204182097","https://openalex.org/W1486638903","https://openalex.org/W1528377600","https://openalex.org/W1639760869","https://openalex.org/W1922772181","https://openalex.org/W1965499304","https://openalex.org/W1972978214","https://openalex.org/W1976323204","https://openalex.org/W1984022436","https://openalex.org/W2008803468","https://openalex.org/W2012523161","https://openalex.org/W2030539428","https://openalex.org/W2033640210","https://openalex.org/W2035720976","https://openalex.org/W2053724458","https://openalex.org/W2059655508","https://openalex.org/W2070771761","https://openalex.org/W2089306901","https://openalex.org/W2100454174","https://openalex.org/W2106897586","https://openalex.org/W2117239687","https://openalex.org/W2119821739","https://openalex.org/W2137100320","https://openalex.org/W2140186931","https://openalex.org/W2142623206","https://openalex.org/W2146082879","https://openalex.org/W2146948188","https://openalex.org/W2156020699","https://openalex.org/W2160542585","https://openalex.org/W2164777277","https://openalex.org/W2170131286","https://openalex.org/W2408299270","https://openalex.org/W2483790945"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4245666690","https://openalex.org/W4233922020","https://openalex.org/W4212929323","https://openalex.org/W4253427688","https://openalex.org/W4302418915","https://openalex.org/W416606028","https://openalex.org/W2039159578","https://openalex.org/W2045046253","https://openalex.org/W2000995042"],"abstract_inverted_index":{"Foodborne":[0],"illness":[1,168],"afflicts":[2],"48":[3],"million":[4],"people":[5],"annually":[6],"in":[7,93,112,155,177],"the":[8,19,28,37,45,49,55,99,141,145,181,196],"U.S.":[9],"alone.":[10],"Over":[11],"128,000":[12],"are":[13],"hospitalized":[14],"and":[15,39,44,71,169,190],"3,000":[16],"die":[17],"from":[18],"infection.":[20],"While":[21],"preventable":[22],"with":[23,195],"proper":[24],"food":[25],"safety":[26],"practices,":[27],"traditional":[29],"restaurant":[30],"inspection":[31,56,130,154],"process":[32,57,131],"has":[33,58,115],"limited":[34,117],"impact":[35],"given":[36],"predictability":[38],"low":[40],"frequency":[41],"of":[42,48,144,166,183],"inspections,":[43],"dynamic":[46],"nature":[47],"kitchen":[50,188],"environment.":[51],"Despite":[52],"this":[53,113],"reality,":[54],"remained":[59],"largely":[60],"unchanged":[61],"for":[62],"decades.":[63],"We":[64,126],"apply":[65],"machine":[66],"learning":[67],"to":[68,80,118],"Twitter":[69],"data":[70],"develop":[72],"a":[73,82,94],"system":[74],"that":[75,128,151],"automatically":[76],"detects":[77],"venues":[78,92,139,184],"likely":[79],"pose":[81],"public":[83],"health":[84,199],"hazard.":[85],"Health":[86],"professionals":[87],"subsequently":[88],"inspect":[89],"individual":[90],"flagged":[91],"double":[95],"blind":[96],"experiment":[97],"spanning":[98],"entire":[100],"Las":[101,156,197],"Vegas":[102,157,198],"metropolitan":[103],"area":[104],"over":[105,163],"three":[106],"months.":[107],"By":[108],"contrast,":[109],"previous":[110],"research":[111],"domain":[114],"been":[116],"indirect":[119],"correlative":[120],"validation":[121],"using":[122],"only":[123],"aggregate":[124],"statistics.":[125],"show":[127],"adaptive":[129,174],"is":[132],"63%":[133],"more":[134],"effective":[135],"at":[136],"identifying":[137],"problematic":[138],"than":[140],"current":[142],"state":[143],"art.":[146],"The":[147],"live":[148],"deployment":[149],"shows":[150],"if":[152],"every":[153],"became":[158],"adaptive,":[159],"we":[160],"can":[161],"prevent":[162],"9,000":[164],"cases":[165],"foodborne":[167],"557":[170],"hospitalizations":[171],"annually.":[172],"Additionally,":[173],"inspections":[175],"result":[176],"unexpected":[178],"benefits,":[179],"including":[180],"identification":[182],"lacking":[185],"permits,":[186],"contagious":[187],"staff,":[189],"fewer":[191],"customer":[192],"complaints":[193],"filed":[194],"department.":[200]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
