{"id":"https://openalex.org/W2892599842","doi":"https://doi.org/10.1145/3240323.3267108","title":"Five E's","display_name":"Five E's","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2892599842","doi":"https://doi.org/10.1145/3240323.3267108","mag":"2892599842"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3267108","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3267108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5017549260","display_name":"Elizabeth F. Churchill","orcid":"https://orcid.org/0009-0009-7452-8805"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elizabeth F. Churchill","raw_affiliation_strings":["Google"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017549260"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.7549999952316284,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.7549999952316284,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7265999913215637,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.6977999806404114,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/undo","display_name":"Undo","score":0.9488160610198975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6882462501525879},{"id":"https://openalex.org/keywords/unintended-consequences","display_name":"Unintended consequences","score":0.6164906024932861},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5249233841896057},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5064700841903687},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4797705113887787},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47138768434524536},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4185780882835388},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3565746545791626},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.12182700634002686},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11943319439888},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1172720193862915},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.07714417576789856}],"concepts":[{"id":"https://openalex.org/C2780154230","wikidata":"https://www.wikidata.org/wiki/Q513420","display_name":"Undo","level":2,"score":0.9488160610198975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6882462501525879},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.6164906024932861},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5249233841896057},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5064700841903687},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4797705113887787},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47138768434524536},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4185780882835388},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3565746545791626},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.12182700634002686},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11943319439888},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1172720193862915},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.07714417576789856},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"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:10.1145/3240323.3267108","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3267108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W79743612","https://openalex.org/W2115968517","https://openalex.org/W2575202322","https://openalex.org/W4244323118","https://openalex.org/W2158967736","https://openalex.org/W1038420441","https://openalex.org/W2114343912","https://openalex.org/W2170927537","https://openalex.org/W2054873404","https://openalex.org/W2081448291"],"abstract_inverted_index":{"Many":[0],"case":[1],"studies":[2],"illustrate":[3],"unintended":[4],"consequences":[5],"of":[6,28,38],"well-intentioned":[7],"systems.":[8],"We":[9],"have":[10,57],"seen":[11],"problems":[12,18,55],"caused":[13,19],"by":[14,20],"information":[15],"\"filter":[16],"bubbles\";":[17],"inappropriate,":[21],"discriminatory":[22],"or":[23,53],"outright":[24],"dangerous":[25],"recommendations;":[26],"issues":[27],"poor":[29],"data":[30],"quality":[31],"leading":[32],"to":[33,51],"erroneous":[34],"conclusions;":[35],"and":[36,42,49],"lack":[37],"clear":[39],"methods,":[40],"techniques,":[41],"tools":[43],"for":[44],"understanding":[45],"how":[46,50],"systems":[47],"work":[48],"undo":[52],"reverse":[54],"that":[56],"been":[58],"caused.":[59]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2018-10-05T00:00:00"}