{"title":"Association Rules on Attributes of Illicit Drugs, Suspect’s Demographics and Offence Categories","authors":"D. Atsa’am, T. Gbaden, R. Wario","doi":"10.1177/00220426221140010","DOIUrl":null,"url":null,"abstract":"Association rules mining technique was employed to extract 6 rules that show the co-occurrences of the attributes on illicit drug types, suspects’ demographics, and categories of drug offences. A dataset on 262 arrestees of various drug offences was utilized for rules extraction using the apriori algorithm. The rules reveal the different levels of involvement with various illicit drugs by suspects of varying ages. The established rules provide a form of drug suspects segmentation which could guide how drug control and intervention programs are designed and deployed. Further, the rules could serve as a reference tool for security agents when dealing with drug suspects and offenders.","PeriodicalId":15626,"journal":{"name":"Journal of Drug Issues","volume":"53 1","pages":"637 - 646"},"PeriodicalIF":1.2000,"publicationDate":"2022-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Drug Issues","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/00220426221140010","RegionNum":4,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"SUBSTANCE ABUSE","Score":null,"Total":0}
引用次数: 1
Abstract
Association rules mining technique was employed to extract 6 rules that show the co-occurrences of the attributes on illicit drug types, suspects’ demographics, and categories of drug offences. A dataset on 262 arrestees of various drug offences was utilized for rules extraction using the apriori algorithm. The rules reveal the different levels of involvement with various illicit drugs by suspects of varying ages. The established rules provide a form of drug suspects segmentation which could guide how drug control and intervention programs are designed and deployed. Further, the rules could serve as a reference tool for security agents when dealing with drug suspects and offenders.
期刊介绍：
The Journal of Drug Issues (JDI) was incorporated as a nonprofit entity in the State of Florida in 1971. In 1996, JDI was transferred to the Florida State University College of Criminology and Criminal Justice, and the Richard L. Rachin Endowment was established to support its continued publication. Since its inception, JDI has been dedicated to providing a professional and scholarly forum centered on the national and international problems associated with drugs, especially illicit drugs. It is a refereed publication with international contributors and subscribers. As a leader in its field, JDI is an instrument widely used by research scholars, public policy analysts, and those involved in the day-to-day struggle against the problem of drug abuse.
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