{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T12:48:40Z","timestamp":1783687720218,"version":"3.55.0"},"reference-count":83,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3286344","type":"journal-article","created":{"date-parts":[[2023,6,14]],"date-time":"2023-06-14T17:24:04Z","timestamp":1686763444000},"page":"60153-60170","source":"Crossref","is-referenced-by-count":157,"title":["Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1766-3447","authenticated-orcid":false,"given":"Varun","family":"Mandalapu","sequence":"first","affiliation":[{"name":"Department of Information Systems, University of Maryland Baltimore County, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8881-3369","authenticated-orcid":false,"given":"Lavanya","family":"Elluri","sequence":"additional","affiliation":[{"name":"Subhani Department of Computer Information Systems, Texas A&#x0026;M University&#x2014;Central Texas, Killeen, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Piyush","family":"Vyas","sequence":"additional","affiliation":[{"name":"Subhani Department of Computer Information Systems, Texas A&#x0026;M University&#x2014;Central Texas, Killeen, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nirmalya","family":"Roy","sequence":"additional","affiliation":[{"name":"Department of Information Systems, University of Maryland Baltimore County, Baltimore, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","first-page":"149","article-title":"Bibliometric and bibliographic analysis in an era of electronic scholarly communication","author":"morrisey","year":"2013","journal-title":"Scholarly Communication in Science and Engineering Research in Higher Education"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.11.052"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s40163-020-00116-7"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109215"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCMC48092.2020.ICCMC-000193"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/IC4ME2.2018.8465583"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1201\/b19007"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSDET.2018.8821168"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.117943"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.02.002"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi11070400"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpsychires.2022.06.009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6648-6_22"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2022.101789"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IC3.2018.8530548"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ic-ETITE47903.2020.155"},{"key":"ref19","first-page":"1","article-title":"Crime prediction and analysis","author":"gahalot","year":"2020","journal-title":"Proc 2nd Int Conf Data Eng Appl (IDEA)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.05.018"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI50040.2020.00059"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.08.261"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2018.05.075"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2021.104460"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.108319"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.eurpsy.2017.07.011"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SMC53654.2022.9945130"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/WiDS-PSU54548.2022.00016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2018.03.084"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/IRASET52964.2022.9738175"},{"key":"ref49","first-page":"1","article-title":"Prediction the crime motorcycles of theft using ARIMAX-TFM with single input","author":"utomo","year":"2018","journal-title":"Proc 3rd Int Conf Informat Comput (ICIC)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP.2019.00053"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIS50930.2021.9395989"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/01900692.2019.1575664"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s12525-021-00475-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3075140"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON.2018.8614828"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3078117"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.seps.2021.101043"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICRAIE.2018.8710407"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ESCI53509.2022.9758281"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.fsidi.2021.301273"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.4337\/9781788972826.00007"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/iCoMET48670.2020.9074125"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00592-x"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CAIDA51941.2021.9425120"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3705658"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICTer51097.2020.9325485"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CDMA54072.2022.00023"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSE49874.2020.9201899"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1086\/701895"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3068306"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1007\/s10506-021-09286-4"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2018.00211"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/s10676-020-09539-x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IC3I46837.2019.9055515"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/s10676-021-09606-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3325112.3328221"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1186\/s42492-021-00075-z"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA52953.2021.00277"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCED53389.2021.9664846"},{"key":"ref71","first-page":"15","article-title":"Dirty data, bad predictions: How civil rights violations impact police data, predictive policing systems, and justice","volume":"94","author":"richardson","year":"2019","journal-title":"NYUL Rev Online"},{"key":"ref70","article-title":"The classification of crime and its related problems: A pluralistic approach","volume":"59","author":"carter","year":"2020","journal-title":"Aggression and Violent Behavior 10"},{"key":"ref73","first-page":"77","article-title":"Ethical, legal and social challenges of predictive policing","volume":"3","author":"gstrein","year":"2019","journal-title":"Catolica Law Rev Direito Penal"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/MTS.2019.2915154"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00190"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.21428\/2c646de5.f5896f9f"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2019.01.003"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s10940-022-09545-w"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3041924"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622041"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3400051.3400058"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI.2019.8862691"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-7167-8_33"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2020.1719495"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP.2018.00069"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-7982-8_25"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI.2018.8553904"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s11401-019-0168-y"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3171843"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00269"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSS.2022.3207987"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2018.00060"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-017-0515-4"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.223"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10151873.pdf?arnumber=10151873","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:30:45Z","timestamp":1689017445000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10151873\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":83,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3286344","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}