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Conference Paper
Application of Data Mining for Crime Analysis
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- Authors
- Aziz Nasridinov, Jeong-Yong Byun, Namkyoung Um, HyunSoon Shin
- Issue Date
- 2015-05
- Citation
- International Conference on Future Information Technology (FutureTech) 2015 (LNEE 354), v.354, pp.503-508
- ISSN
- 1876-1100
- Publisher
- Springer
- Language
- English
- Type
- Conference Paper
- Abstract
- Data mining can be considered as a powerful tool that enables low enforcement and emergency agencies to discovery meaningful patterns in a large amount of danger situation. In this paper, we propose a data mining framework for predicting crimes. The proposed framework consists of the following modules: test data generation, classification, clustering and data ranking. We performed the experiments using various datasets in order to determine which one is potentially best for performing crime pattern prediction task.