Data Science Approach for crime analysis and prediction: Saudi Arabia use-case

Nouf Aldossari, Amal Algefes, Fatma Masmoudi, Elham Kariri

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Scopus citations

Abstract

One of the cornerstones of the Saudi Vision 2030 is ensuring a good quality of life. It is closely linked to enhancing security and safety by bolstering ongoing efforts to combat crime by enacting additional measures to ensure road safety, prevent traffic accidents, and lessen the catastrophic effects of such accidents. In our study, we hope to assist authorities in making appropriate judgments on safety and security measures for the benefit of citizens by using crime analysis and predictions. Business Intelligence and machine learning algorithms are used for crime analysis and prediction, respectively. We believe that our approach aids in the production of more reliable crime prevention findings with a 99% accuracy rate.

Original languageEnglish
Title of host publicationProceedings - 2022 5th International Conference of Women in Data Science at Prince Sultan University, WiDS-PSU 2022
EditorsTanzila Saba, Nor Shahida Jamail, Rabia Latif, Rehman Khan
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages20-25
Number of pages6
ISBN (Electronic)9781665408127
DOIs
StatePublished - 2022
Event5th International Conference of Women in Data Science at Prince Sultan University, WiDS-PSU 2022 - Riyadh, Saudi Arabia
Duration: 28 Mar 202229 Mar 2022

Publication series

NameProceedings - 2022 5th International Conference of Women in Data Science at Prince Sultan University, WiDS-PSU 2022

Conference

Conference5th International Conference of Women in Data Science at Prince Sultan University, WiDS-PSU 2022
Country/TerritorySaudi Arabia
CityRiyadh
Period28/03/2229/03/22

Keywords

  • analysis
  • business intelligence
  • crime
  • machine learning
  • prediction
  • saudi arabia
  • vision 2030
  • visualizations

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