{"id":"https://openalex.org/W2125238693","doi":"https://doi.org/10.1145/2517899.2517919","title":"Towards operationalizing outlier detection in community health programs","display_name":"Towards operationalizing outlier detection in community health programs","publication_year":2013,"publication_date":"2013-12-07","ids":{"openalex":"https://openalex.org/W2125238693","doi":"https://doi.org/10.1145/2517899.2517919","mag":"2125238693"},"language":"en","primary_location":{"id":"doi:10.1145/2517899.2517919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2517899.2517919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Information and Communications Technologies and Development: Notes - Volume 2","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/A5086023358","display_name":"Ted McCarthy","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ted McCarthy","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085015369","display_name":"Brian DeRenzi","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian DeRenzi","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054622320","display_name":"Joshua Blumenstock","orcid":"https://orcid.org/0000-0002-1813-7414"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Blumenstock","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084989076","display_name":"Emma Brunskill","orcid":"https://orcid.org/0000-0002-3971-7127"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma Brunskill","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086023358"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":0.2613,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58612024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.977400004863739,"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/T13194","display_name":"ICT in Developing Communities","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.7800619602203369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7364143133163452},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6246567368507385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5853284597396851},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5752555131912231},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5690780282020569},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5284575819969177},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5049737095832825},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.45563215017318726},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.44324079155921936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4420335590839386},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4177374243736267},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3670376241207123}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.7800619602203369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7364143133163452},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6246567368507385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5853284597396851},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5752555131912231},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5690780282020569},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5284575819969177},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5049737095832825},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.45563215017318726},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.44324079155921936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4420335590839386},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4177374243736267},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3670376241207123},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2517899.2517919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2517899.2517919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Information and Communications Technologies and Development: Notes - Volume 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G6460624537","display_name":null,"funder_award_id":"2T15LM007442","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G8897951354","display_name":null,"funder_award_id":"IIS-1111433","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1740243371","https://openalex.org/W1984443456","https://openalex.org/W2046797334","https://openalex.org/W2051058314","https://openalex.org/W2055049468","https://openalex.org/W2160318655","https://openalex.org/W4237200265"],"related_works":["https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729","https://openalex.org/W4390662392","https://openalex.org/W71955863","https://openalex.org/W2359185137","https://openalex.org/W2610918223"],"abstract_inverted_index":{"Efficient":[0],"health":[1,56,91,104,145],"systems":[2],"require":[3],"reliable":[4],"data.":[5,58,147],"In":[6,35],"developing":[7,43],"countries":[8],"the":[9,73,109],"need":[10],"for":[11,32,68,121],"accurate":[12],"data":[13,33,130],"is":[14],"particularly":[15],"acute,":[16],"as":[17],"organizations":[18],"are":[19],"often":[20],"forced":[21],"to":[22,63,76,126,135],"make":[23],"decisions":[24],"on":[25,60,97],"a":[26,44,78,84,98,102],"tight":[27],"budget":[28],"with":[29],"limited":[30],"capacity":[31],"collection.":[34],"this":[36],"note,":[37],"we":[38,71,107],"describe":[39,108],"recent":[40,61],"progress":[41],"toward":[42],"set":[45,79],"of":[46,80,141],"algorithms":[47,96],"that":[48,86,131],"can":[49,87],"help":[50],"detect":[51,136],"and":[52,93,117,137],"classify":[53,138],"anomalies":[54],"in":[55,143],"worker":[57,146],"Building":[59],"efforts":[62],"use":[64],"unsupervised":[65],"multinomial":[66],"techniques":[67],"outlier":[69,142],"detection,":[70],"outline":[72,118],"steps":[74],"required":[75],"turn":[77],"statistical":[81],"tests":[82],"into":[83],"framework":[85],"be":[88],"implemented":[89],"by":[90],"organizations,":[92],"calibrate":[94],"these":[95],"large":[99],"dataset":[100],"from":[101,114],"partner":[103],"organization.":[105],"Here,":[106],"core":[110],"methods,":[111],"present":[112],"results":[113],"ongoing":[115],"analyses,":[116],"our":[119],"plan":[120],"future":[122],"work,":[123],"including":[124],"plans":[125],"obtain":[127],"labeled":[128],"training":[129],"will":[132],"allow":[133],"us":[134],"different":[139],"types":[140],"community":[144]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}