Big data-based data mining modeling for nuclear security analysis in the modified physical protection system

In this study, the social networking-related strategies have been developed to prepare against the terror. The conventional PPS is composed of detection, delay, and response. In the systems, each stage has particular characteristics where the detection state is to find out the intrusion and unauthorized behavior by some devices, the delay stage is to slow the malicious acts by some barriers, and finally the response stage is to interrupt the actions by several kinds of methods like the arms response. It is said there are some data mining activities by the department of homeland security in the United States. The Automated Targeting System (ATS) compares several factors like traveler, cargo, and conveyance information against intelligence and other enforcement data, which is managed by U.S. Customs and Border Protection (CBP) and includes modules for inbound (ATS-N) and outbound (ATS-AT) cargo, land border crossings (ATS-L), and passengers (ATS-P). The Data Analysis and Research for Trade Transparency System (DARTTS) analyzes possible data like the trade and financial stuff, which is administered by U.S. Immigration and Customs Enforcement (ICE).The modeling has accomplished successfully the random number generation-based quantifications for nuclear security incorporated with several complex algorithms, which is one of popular strategies in the technological-social science areas. In the calculations, the data are processed in every 7.5 minutes in which this means the calculation is done as 8 times in one hour. So, the graph has 100 hours with 800 times data processing. This means that 35,673.516 graphs are available by the big data processing. That is, 1 tera byte = 1,000,000,000,000 bytes = 800 2,500,000,000 bytes So, it is needed to process 2,500,000,000 bytes more for 1 tera byte. In the similar way, 2,500,000,000 bytes are done for 8 times in 1 hour. Then, 312,500,000 bytes are done for 24 hours in 1 day. Then, 13,020,833.33 bytes are done for 365 days in 1 year. The networking reaches to every country without interruption in which the effective performance can be accomplished by the multi-national information exchanges. The realizations have been used in the airport for detecting the terrorist using the face shape by the big data-based data mining method. So, it is very reasonable to use in the nuclear terror preventions. In addition, the data control technique also could be applicable in the neutron population treatment in the reactor physics area where the non-exact solution of neutron behavior could be analyzed by the big data based algorithm like the data mining or neural network methods