法務部「以巨量資料分析觀點探討毒品施用者及暴力犯罪再犯因子及預測之應用」委託研究計畫
- 發布日期:
- 最後更新日期:111-07-27
- 資料點閱次數:462
● 主管機關:法務部
● 執行機構:學會/協會{中華警政研究學會}
● 研究期間:10604 ~ 10612
● 中文關鍵字:
毒品;暴力犯罪;巨量資料分析;多目標決策
● 英文關鍵字:
● 中文摘要:
● 英文摘要:
The purpose of this study quantifies research on drug abusers, relate violent crimes, recidivism and predictors of high-risk behavior in drug users. This was accomplished with: 1.Review of literature articles and journal papers relating to drug abusers and violent crimes. 2.Big data analysis and Multiple Criteria Decision Making (MCDM) identifies recidivism factors and predictors of high-risk behaviors in drug abusers and violent crimes in Taiwan. The findings and results of this study, have resulted in recommendations for: 1.Policies for dealing with drug abusers and violent crime. 2.Provides advice on the corresponding laws and regulations supporting the legal system relative to drug offenses. 3.Establishment of a decision-analysis support model and effective criminal risk management. The Table of Determination Risk of Reoffending Violent Crimes by Drug Abusers is qualified by a number of scholars / experts in their different fields. They were invited to conduct surveys and calculate the weights of each elements and risk factors. The end results from the literature reviews and big data analysis annotates 19 risk factors spread within the following groups: 1.Individual characteristics, 2.Lifestyle and risk environment, 3.Family / family interaction, 4.Emotional state of life / negative events, 5.Biased peer / biased family members, In conclusion, this report results in recommendations for policies and system improvements as follows: 1.Augment “penalty” with “medical treatment” for people who commit violent crimes related to psychopharmacological behavior. Convicted drug offenders are better served staying in their communities while receiving medical treatment. 2.The Manager of the Drug Abuse Prevention Center should be invited to join the community monitoring system. 3.Implementation of a simple user-friendly operational menu software for probation and parole officers that facilitates measurement and assessment of recidivism risks.
● 文章連結:
https://www.grb.gov.tw/search/planDetail?id=12119448
● 資料來源:
GRB政府研究資訊系統