{"id":"https://openalex.org/W4283170986","doi":"https://doi.org/10.1145/3531146.3533071","title":"A Data-driven analysis of the interplay between Criminological theory and predictive policing algorithms","display_name":"A Data-driven analysis of the interplay between Criminological theory and predictive policing algorithms","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4283170986","doi":"https://doi.org/10.1145/3531146.3533071"},"language":"en","primary_location":{"id":"doi:10.1145/3531146.3533071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3531146.3533071","pdf_url":null,"source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","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/A5013015057","display_name":"Adriane Chapman","orcid":"https://orcid.org/0000-0002-3814-2587"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Adriane Chapman","raw_affiliation_strings":["University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084688686","display_name":"Philip J Grylls","orcid":"https://orcid.org/0000-0001-9677-5852"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Philip Grylls","raw_affiliation_strings":["University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035363241","display_name":"Pamela Ugwudike","orcid":"https://orcid.org/0000-0002-1084-7796"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pamela Ugwudike","raw_affiliation_strings":["University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077725172","display_name":"David Gammack","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Gammack","raw_affiliation_strings":["University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084283044","display_name":"Jacqui Ayling","orcid":"https://orcid.org/0000-0002-2450-0881"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jacqui Ayling","raw_affiliation_strings":["University of Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5013015057"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.5718,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83633094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9634000062942505,"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/software-deployment","display_name":"Software deployment","score":0.7146784067153931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113423943519592},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6566333174705505},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5675225853919983},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.553562343120575},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49918198585510254},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.49610385298728943},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48448869585990906},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4257446527481079},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3644373416900635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3478628695011139},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2776973247528076},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11196190118789673},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.0971391499042511}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7146784067153931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113423943519592},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6566333174705505},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5675225853919983},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.553562343120575},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49918198585510254},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.49610385298728943},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48448869585990906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4257446527481079},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3644373416900635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3478628695011139},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2776973247528076},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11196190118789673},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0971391499042511},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social 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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3531146.3533071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3531146.3533071","pdf_url":null,"source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:457426","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W307862757","https://openalex.org/W1978271550","https://openalex.org/W2102119439","https://openalex.org/W2123906784","https://openalex.org/W2232870322","https://openalex.org/W2315012113","https://openalex.org/W2529251251","https://openalex.org/W2584805976","https://openalex.org/W2728654203","https://openalex.org/W2752128648","https://openalex.org/W2765146466","https://openalex.org/W2791059564","https://openalex.org/W2797135822","https://openalex.org/W2798219085","https://openalex.org/W2904032123","https://openalex.org/W2913346170","https://openalex.org/W2913700606","https://openalex.org/W3009499878","https://openalex.org/W3122958378","https://openalex.org/W3209546534","https://openalex.org/W4200516055","https://openalex.org/W4249855545","https://openalex.org/W6759956475"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W4379532240","https://openalex.org/W2953421802","https://openalex.org/W4225142412","https://openalex.org/W4205647111","https://openalex.org/W3112673388"],"abstract_inverted_index":{"Previous":[0],"studies":[1,17],"have":[2],"focused":[3],"on":[4,66,152],"the":[5,47,61,86,96,113,138,156,164],"biases":[6],"and":[7,21,44,59,91,117,123,144,154,188,200],"feedback":[8,28,76,103],"loops":[9,29,104],"that":[10,46,60,95,176,190],"occur":[11],"in":[12,36,49,54,82],"predictive":[13,31,98,121],"policing":[14,32,99],"algorithms.":[15],"These":[16],"show":[18,45,94],"how":[19],"systemically":[20],"institutionally":[22],"biased":[23,71,75,102],"data":[24,72],"leads":[25],"to":[26,133],"these":[27,120,167,186],"when":[30,125],"algorithms":[33,100,168],"are":[34],"applied":[35],"real":[37],"life.":[38],"We":[39,110],"take":[40],"a":[41,55,64,131,198],"step":[42],"back,":[43],"choice":[48,62],"algorithm":[50],"can":[51,73],"be":[52],"embedded":[53],"specific":[56],"criminological":[57],"theory,":[58],"of":[63,115,119,140,158,166,179,193,203],"model":[65,132],"its":[67],"own":[68],"even":[69,105],"without":[70],"create":[74,101],"loops.":[77],"By":[78],"synthesizing":[79],"\u201chistorical\u201d":[80],"data,":[81,134],"which":[83],"we":[84,93,161],"control":[85],"relationships":[87],"between":[88],"crimes,":[89],"location":[90],"time,":[92],"current":[97],"with":[106],"completely":[107],"random":[108],"data.":[109],"then":[111],"review":[112],"process":[114],"creation":[116],"deployment":[118],"systems,":[122],"highlight":[124,162],"good":[126],"practices,":[127],"such":[128,180],"as":[129],"fitting":[130],"\u201cgo":[135],"bad\u201d":[136],"within":[137],"context":[139],"larger":[141],"system":[142],"development":[143],"deployment.":[145],"Using":[146],"best":[147],"practices":[148],"from":[149],"previous":[150],"work":[151],"assessing":[153],"mitigating":[155],"impact":[157],"new":[159],"technologies,":[160],"where":[163],"design":[165,205],"has":[169],"broken":[170],"down.":[171],"The":[172],"study":[173,192],"also":[174],"found":[175],"multidisciplinary":[177],"analysis":[178,202],"systems":[181],"is":[182],"vital":[183],"for":[184],"uncovering":[185],"issues":[187],"shows":[189],"any":[191],"equitable":[194],"AI":[195],"should":[196],"involve":[197],"systematic":[199],"holistic":[201],"their":[204],"rationalities.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
