{"id":"https://openalex.org/W2406422796","doi":"https://doi.org/10.1145/2911975","title":"What happens when big data blunders?","display_name":"What happens when big data blunders?","publication_year":2016,"publication_date":"2016-05-23","ids":{"openalex":"https://openalex.org/W2406422796","doi":"https://doi.org/10.1145/2911975","mag":"2406422796"},"language":"en","primary_location":{"id":"doi:10.1145/2911975","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911975","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-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/A5005372513","display_name":"Logan Kugler","orcid":null},"institutions":[{"id":"https://openalex.org/I93320256","display_name":"University of Tampa","ror":"https://ror.org/007h1g065","country_code":"US","type":"education","lineage":["https://openalex.org/I93320256"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Logan Kugler","raw_affiliation_strings":["Tampa, FL"],"affiliations":[{"raw_affiliation_string":"Tampa, FL","institution_ids":["https://openalex.org/I93320256"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005372513"],"corresponding_institution_ids":["https://openalex.org/I93320256"],"apc_list":null,"apc_paid":null,"fwci":2.3197,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.880196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"59","issue":"6","first_page":"15","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9997000098228455,"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":0.9997000098228455,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9115999937057495,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.9068163633346558},{"id":"https://openalex.org/keywords/big-business","display_name":"Big business","score":0.5971266627311707},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5896275043487549},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.568021297454834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5390498042106628},{"id":"https://openalex.org/keywords/big-government","display_name":"Big government","score":0.5118881464004517},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4613357484340668},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3401021957397461},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3360271453857422},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19718721508979797},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09923028945922852},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0918523371219635}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.9068163633346558},{"id":"https://openalex.org/C2780215875","wikidata":"https://www.wikidata.org/wiki/Q4906718","display_name":"Big business","level":2,"score":0.5971266627311707},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5896275043487549},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.568021297454834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5390498042106628},{"id":"https://openalex.org/C2780420883","wikidata":"https://www.wikidata.org/wiki/Q2985410","display_name":"Big government","level":3,"score":0.5118881464004517},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4613357484340668},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3401021957397461},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3360271453857422},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19718721508979797},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09923028945922852},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0918523371219635},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2911975","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2911975","pdf_url":null,"source":{"id":"https://openalex.org/S103482838","display_name":"Communications of the ACM","issn_l":"0001-0782","issn":["0001-0782","1557-7317"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications of the ACM","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2068181924"],"related_works":["https://openalex.org/W2074954187","https://openalex.org/W3215038878","https://openalex.org/W4375840519","https://openalex.org/W2029851670","https://openalex.org/W2477982544","https://openalex.org/W2146516137","https://openalex.org/W2018492332","https://openalex.org/W2235716945","https://openalex.org/W899092451","https://openalex.org/W2411043014"],"abstract_inverted_index":{"Big":[0],"data":[1,21],"is":[2],"touted":[3],"as":[4,15],"a":[5],"cure-all":[6],"for":[7],"challenges":[8],"in":[9],"business,":[10],"government,":[11],"and":[12],"healthcare,":[13],"but":[14],"disease":[16],"outbreak":[17],"predictions":[18],"show,":[19],"big":[20],"often":[22],"fails.":[23]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
