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Some of the classic correlation algorithm (such as Apriori algorithm, fp-growth algorithm), and some other improved algorithms, mostly for the general case. In this paper, the prison system in the case, by the definition of key items, key issues, and give a targeted mining method. We get a lot of actual data in a prison in Hebei Province and analyze the date according our method, the results of the analysis applied to practical guidance. Experiments show that the model for predicting the efficiency of security incidents has reached more than 85% effective in reducing the occurrence of security incidents.

With the development of technologies such as embedded system, communication, automatic control and so on , as well as people living standard continuously rising, people has also put forward a more safe and more comfortable requirement to their living environment. This Paper introduces the basic concepts of the intelligentized residence, and works out the solution of safety monitoring system of the intelligence residence, and finally designs intelligentized safety monitoring device base on ARM.