{"id":"https://openalex.org/W2613290287","doi":"https://doi.org/10.1145/3077257.3077269","title":"Assisting Discovery in Public Health","display_name":"Assisting Discovery in Public Health","publication_year":2017,"publication_date":"2017-05-10","ids":{"openalex":"https://openalex.org/W2613290287","doi":"https://doi.org/10.1145/3077257.3077269","mag":"2613290287"},"language":"en","primary_location":{"id":"doi:10.1145/3077257.3077269","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077257.3077269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Human-In-the-Loop Data 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/A5006509575","display_name":"Yannis Katsis","orcid":"https://orcid.org/0000-0002-1733-6227"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yannis Katsis","raw_affiliation_strings":["Dept. of Computer Science and Engin., University of California, San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engin., University of California, San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nikos Koulouris","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikos Koulouris","raw_affiliation_strings":["Dept. of Computer Science and Engin., University of California, San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engin., University of California, San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059167302","display_name":"Yannis Papakonstantinou","orcid":"https://orcid.org/0009-0007-6360-9496"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yannis Papakonstantinou","raw_affiliation_strings":["Dept. of Computer Science and Engin., University of California, San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engin., University of California, San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077290764","display_name":"Kevin Patrick","orcid":"https://orcid.org/0000-0002-7334-3042"},"institutions":[{"id":"https://openalex.org/I4210087596","display_name":"Qualcomm (United States)","ror":"https://ror.org/002zrf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087596"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Patrick","raw_affiliation_strings":["Dept. of Family Medicine and Public Health & The Qualcomm Institute, University of California, San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Family Medicine and Public Health & The Qualcomm Institute, University of California, San Diego","institution_ids":["https://openalex.org/I4210087596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3475,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62851655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","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/T11819","display_name":"Data-Driven Disease Surveillance","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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/data-science","display_name":"Data science","score":0.7259171605110168},{"id":"https://openalex.org/keywords/scientific-discovery","display_name":"Scientific discovery","score":0.6807667016983032},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.651492178440094},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.5910512208938599},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5643022656440735},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.5616083741188049},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.5526981353759766},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4207801818847656},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21127170324325562},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1863708198070526},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17362961173057556},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.11262884736061096},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1119169294834137},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08988529443740845}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7259171605110168},{"id":"https://openalex.org/C2984917352","wikidata":"https://www.wikidata.org/wiki/Q12772819","display_name":"Scientific discovery","level":2,"score":0.6807667016983032},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.651492178440094},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.5910512208938599},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5643022656440735},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.5616083741188049},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5526981353759766},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4207801818847656},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21127170324325562},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1863708198070526},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17362961173057556},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.11262884736061096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1119169294834137},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08988529443740845},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3077257.3077269","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077257.3077269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8016275512","display_name":null,"funder_award_id":"IIS-1237174","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2021365008","https://openalex.org/W2058055588","https://openalex.org/W2064842021","https://openalex.org/W2068589268","https://openalex.org/W2074649284","https://openalex.org/W2105480346","https://openalex.org/W2110065044","https://openalex.org/W2148330046","https://openalex.org/W2166559705","https://openalex.org/W2318056513","https://openalex.org/W2560713231","https://openalex.org/W2585857961","https://openalex.org/W2963707382","https://openalex.org/W2998574808","https://openalex.org/W6600558321"],"related_works":["https://openalex.org/W3134493632","https://openalex.org/W1602080981","https://openalex.org/W4242208525","https://openalex.org/W2544661358","https://openalex.org/W2543533418","https://openalex.org/W4240249180","https://openalex.org/W1972752099","https://openalex.org/W4245659985","https://openalex.org/W842589350","https://openalex.org/W3125287123"],"abstract_inverted_index":{"Several":[0],"public":[1,29],"health":[2],"(PH)":[3],"researchers":[4],"have":[5,86],"lately":[6],"been":[7],"arguing":[8],"that":[9,39,74,93],"big":[10],"data":[11,26,61],"can":[12,62],"play":[13],"a":[14,76],"profound":[15],"role":[16],"in":[17,80,98],"scientific":[18],"discovery.":[19],"Leveraging":[20],"the":[21,52,69,81,87],"vast":[22],"amount":[23,59],"of":[24,54,60,78],"population-level":[25],"collected":[27],"by":[28],"agencies":[30],"and":[31],"other":[32],"organizations,":[33],"could":[34],"lead":[35,64,90],"to":[36,44,65,89,91],"important":[37,84,95],"discoveries":[38,85,92],"were":[40],"not":[41],"necessarily":[42],"suspected":[43],"be":[45],"true.":[46],"However,":[47],"they":[48],"also":[49],"warn":[50],"about":[51],"pitfalls":[53],"data-driven":[55,72],"discovery:":[56],"The":[57],"large":[58],"easily":[63],"information":[66],"overload":[67],"for":[68,83],"researchers.":[70],"Additionally,":[71],"studies":[73],"make":[75],"lot":[77],"tests":[79],"search":[82],"potential":[88],"seem":[94],"but":[96],"are":[97],"fact":[99],"random.":[100]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}