Enhancing the Performance of Crime Prediction Technique Using Data Mining

  • Authors

    • Dr P.Raja Rajeswari
    • P Surya Teja
    • P Sri Harsha
    • T Chaitanya Kumar
    2018-05-31
    https://doi.org/10.14419/ijet.v7i2.32.15731
  • Prediction, Crime Analysis, Apriori Algorithm.
  • Time is a important factor for criminal sentencing. Most of the times, criminal released on the bail which may harmful to the society, even after they have furnished the judgment. This sort of threats cut down through the prediction analysis. The analysis can be done on the concerned person to analyse that she/ he is about to do the crime. So that, its benefit not only for law enforcement but also for country safety. Data Mining, a method which handles a massive datasets. Data mining also used to guess desired patterns. Police Officers are the best persons for crime prediction and also predict the criminal’s upcoming activities. We are here implementing the use of Frequent Mining Pattern in addition to Association Rule Mining. The main aim of this paper is analysing several crimes by various criminals and to predict chance of crimes by same criminal. It will be helpful for Country Law Enforcement and safeguarding from criminals who were released on Bail. Aim can be achieved with the help of Apriori Algorithm.

     

     

  • References

    1. [1] “Enhanced Algorithm to predict the Future Crime using Data Mining†- by Malathi, Asst Professor (Post Graduate and Re-search department of CS, Government Arts College, Coimba-tore, India), Dr. S. Santhosh Babu Reader, (Post Graduate and Research Department of CS, D.G Vaishnav College Chennai, India-2011).

      [2] “Crime Analysis with K-Means Clustering†by Jyoti Agarwal, [M.Tech CSE

      [3] “Execution of Apriori Algorithm of Data Mining directed towards tumultuous crimes concerning Womenâ€, Divya Bansal, Lekha Bhambhu, J.C.D. College of Engineering and Technolo-gy, G.J.U. University of science and technology, India

      [4] â€Association Rule Mining & Frequent Pattern Mining Appli-cations On Crime Pattern Mining - A Comprehensive Survey†by R Mani Bharathi, Dr K Duraiswamy, V.R. Sadashivam, K.S. Rangasamy College of Technology, Tiruchengode, India.

      [5] “A Survey on Crime Data Analysis of Data Mining Using Clustering Techniques†by Shiju Sathyadevan, Devan M.S. Amrita Center for Cyber Security Amrita Vishwa Vidyapetham, Amrutapuri, Kerala, India Surya Gangadharan. Amrita Vishwa Vidyapetham Amrutapuri, Kerala, India-2014.

      [6] “Data Mining Techniques to Analyze & Predict Crimes†by Yamuna S,V.Sudha Bhuwaneswari, M.Phil (CS) Research Scholar School of IT Science, Dr.G.R.Damodaran College of science Co-imbatore 2 Associate Professor MCA, Mphil (cs), (PhD) School of IT Science Dr. G. R. Damodaran College of Science Coimbatore-2012.

  • Downloads

  • How to Cite

    P.Raja Rajeswari, D., Surya Teja, P., Sri Harsha, P., & Chaitanya Kumar, T. (2018). Enhancing the Performance of Crime Prediction Technique Using Data Mining. International Journal of Engineering & Technology, 7(2.32), 424-246. https://doi.org/10.14419/ijet.v7i2.32.15731