Crime is a serious social problem, which affects the improvement of the quality of life and the development of social economy. Under the background of the information age, how to effectively use the collected large amount of crime data to analyze and predict crime is particularly important. Data-mining can extract implicit, unknown and potentially valuable information from a large number of original data. This paper studies how to use data-mining to analyze the intelligence value behind massive data, which has important reference value for the construction of crime detection and control model.
Cite this paper
Li, T. , Zhang, Y. , Zhao, J. and Zhang, H. (2023). Using Data-Mining to Solve Crimial Cases. Open Access Library Journal, 10, e9685. doi: http://dx.doi.org/10.4236/oalib.1109685.
Hosseinkhani, J., Koochakzaei, M., Keikhaee, S., et al. (2014) Detecting Suspicion Information on the Web Using Crime Data Mining Techniques. International Journal of Advanced Computer Science and Information Technology, 3, 32-41.
Kennedy, L.W., Caplan, J.M., Piza, E.L., et al. (2016) Vulnerability and Exposure to crime: Applying Risk Terrain Modeling to the Study of Assault in Chicago. Applied Spatial Analysis and Policy, 9, 529-548. https://doi.org/10.1007/s12061-015-9165-z
Baumgartner, K., Ferrari, S. and Palermo, G. (2008) Constructing Bayesian Networks for Criminal Profiling from Limited Data. Knowledge-Based Systems, 21, 563-572. https://doi.org/10.1016/j.knosys.2008.03.019
Babakura, A., Sulaiman, M.N. and Yusuf, M.A. (2014) Improved Method of Classification Algorithms for Crime Prediction. 2014 International Symposium on Biometrics and Security Technologies, Kuala Lumpur, 26-27 August 2014, 250-255.
https://doi.org/10.1109/ISBAST.2014.7013130
Chen, H., Chung, W., Xu, J.J., et al. (2004) Crime Data Mining: A General Framework and Some Examples. Computer, 37, 50-56.
https://doi.org/10.1109/MC.2004.1297301
Nath, S.V. (2006) Crime Pattern Detection Using Data Mining. 2006 IEEE/WIC/ ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops, Hong Kong, 18-22 December 2006, 41-44.
https://doi.org/10.1109/WI-IATW.2006.55
Wang, T., Rudin, C., Wagner, D., et al. (2015) Finding Patterns with a Rotten Core: Data Mining for Crime Series with Cores. Big Data, 3, 3-21.
https://doi.org/10.1089/big.2014.0021
Rasekh, A.H., Liaghat, Z. and Mahdavi, A. (2012) Predict Edges in Fliker Social Network Using Data Mining Method. Intelligent Information Management, 4, 60-65.
https://doi.org/10.4236/iim.2012.43009
Li, J., Peng, W., Tao, L., et al. (2014) Social Network User Influence Sense-Making and Dynamics Prediction. Expert Systems with Applications, 41, 5115-5124.
https://doi.org/10.1016/j.eswa.2014.02.038