{"id":"https://openalex.org/W4322746315","doi":"https://doi.org/10.1007/978-3-031-28073-3_7","title":"Using Machine Learning to Identify Top Antecedents Affecting Crime in US Communities","display_name":"Using Machine Learning to Identify Top Antecedents Affecting Crime in US Communities","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4322746315","doi":"https://doi.org/10.1007/978-3-031-28073-3_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-28073-3_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-28073-3_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5008489954","display_name":"Kamil Samara","orcid":"https://orcid.org/0009-0001-7196-2202"},"institutions":[{"id":"https://openalex.org/I183437572","display_name":"University of Wisconsin\u2013Parkside","ror":"https://ror.org/05s9f4d27","country_code":"US","type":"education","lineage":["https://openalex.org/I183437572"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kamil Samara","raw_affiliation_strings":["University of Wisconsin-Parkside, Kenosha, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin-Parkside, Kenosha, USA","institution_ids":["https://openalex.org/I183437572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008489954"],"corresponding_institution_ids":["https://openalex.org/I183437572"],"apc_list":null,"apc_paid":null,"fwci":1.0523,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77607826,"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":"96","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9969000220298767,"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/T13398","display_name":"Data Analysis with R","score":0.9555000066757202,"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/python","display_name":"Python (programming language)","score":0.7037558555603027},{"id":"https://openalex.org/keywords/census","display_name":"Census","score":0.6101488471031189},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5650800466537476},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5013680458068848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4458619952201843},{"id":"https://openalex.org/keywords/crime-rate","display_name":"Crime rate","score":0.43278056383132935},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43191924691200256},{"id":"https://openalex.org/keywords/criminal-justice","display_name":"Criminal justice","score":0.4125528037548065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37708380818367004},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.34199658036231995},{"id":"https://openalex.org/keywords/criminology","display_name":"Criminology","score":0.2870028018951416},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23223140835762024},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.21434158086776733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13125693798065186},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12087339162826538},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.11485752463340759}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7037558555603027},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.6101488471031189},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5650800466537476},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5013680458068848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4458619952201843},{"id":"https://openalex.org/C2993718618","wikidata":"https://www.wikidata.org/wiki/Q330344","display_name":"Crime rate","level":2,"score":0.43278056383132935},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43191924691200256},{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.4125528037548065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37708380818367004},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34199658036231995},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.2870028018951416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23223140835762024},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.21434158086776733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13125693798065186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12087339162826538},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.11485752463340759},{"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/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-28073-3_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-28073-3_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1952913709","https://openalex.org/W2162058981","https://openalex.org/W2305291328","https://openalex.org/W2482282738","https://openalex.org/W2766158373","https://openalex.org/W4205312093","https://openalex.org/W4230572109","https://openalex.org/W4243072198"],"related_works":["https://openalex.org/W2128472366","https://openalex.org/W621243299","https://openalex.org/W5594354","https://openalex.org/W2601163983","https://openalex.org/W4244351752","https://openalex.org/W2364090708","https://openalex.org/W1512152715","https://openalex.org/W2089958248","https://openalex.org/W2145323372","https://openalex.org/W2182026161"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
