• International Journal of Internet, Broadcasting and Communication
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• v.6 no.1
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• pp.16-22
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• 2014

Clustering methods such as k-means and EM are the group of classification and pattern recognition, which are used in management science and literature search widely. In this paper, k-means and EM algorithm are compared the performance using by Weka. The winning Lottery numbers of 567 cases are experimented for our study and presentation. Processing speed of the k-means algorithm is superior to the EM algorithm, which is about 0.08 seconds faster than the other. As the result it is summerized that EM algorithm is better than K-means algorithm with comparison of accuracy, precision and recall. While K-means is known to be sensitive to the distribution of data, EM algorithm is probability sensitive for clustering.

• The Korean Journal of Applied Statistics
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• v.23 no.1
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• pp.189-196
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• 2010

It is never an easy task to physically randomize the sequence of cards. For instance, US 1970 draft lottery resulted in a social turmoil since the outcome sequence of 366 birthday numbers showed a significant relationship with the input order (Wikipedia, "Draft Lottery 1969", Retrieved 2009/05/01). We are motivated by Laplace's 1825 book titled Philosophical Essay on Probabilities that says "Suppose that the numbers 1, 2, ..., 100 are placed, according to their natural ordering, in an urn, and suppose further that, after having shaken the urn, to shuffle the numbers, one draws one number. It is clear that if the shuffling has been properly done, each number will have the same chance of being drawn. But if we fear that there are small differences between them depending on the order in which the numbers were put into the urn, we can decrease these differences considerably by placing these numbers in a second urn in the order in which they are drawn from the first urn, and then shaking the second urn to shuffle the numbers. These differences, already imperceptible in the second urn, would be diminished more and more by using a third urn, a fourth urn, &c." (translated by Andrew 1. Dale, 1995, Springer. pp. 35-36). Laplace foresaw what would happen to us in 150 years later, and, even more, suggested the possible tool to handle the problem. But he did omit the detailed arguments for the solution. Thus we would like to write the supplement in modern terms for Laplace in this research note. We formulate the problem with a lottery box model, to which Markov chain theory can be applied. By applying Markov chains repeatedly, one expects the uniform distribution on k states as stationary distribution. Additionally, we show that the probability of even-number of successes in binomial distribution with trials and the success probability $\theta$ approaches to 0.5, as n increases to infinity. Our theory is illustrated to the cases of truncated geometric distribution and the US 1970 draft lottery.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.19 no.38
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• pp.181-188
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• 1996

In the descriptive studies investigating people's risk taking behavior, the most used experimental technique has been the simple lotteries which consist of only no possible outcomes. However, these simple lotteries cannot always be an appropriate representation of the real world decision-making situations, where three or more possible outcomes are frequently encountered. The purpose of the present study is to investigate people's risk attitude in various multi-branch lottery games.

• Journal of the Korean Society for Library and Information Science
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• v.38 no.1
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• pp.247-261
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• 2004

According to several researches and news reports on the lottery system for a school entrance, the private education fee, lower quality of education and classroom crisis at our real education settings are serious. The author analyses that those problems are not because of the lottery system for a school entrance itself, because of not changing the lecturing to all the students in a class into proper teaching and learning method for school condition regards to the lottery system changed 30 years ago. The lottery system makes that the different levels of students are in one class. The author recommends changing the general lecturing into the teaching and learning method by using the information processing models which are made for individual study. She also interprets the synthesis level of a information processing model for the use of teachers and librarians. The synthesis level is most ambiguous process for students when they organize the information gathered into a report.

• Journal of the Institute of Electronics Engineers of Korea SD
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• v.47 no.5
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• pp.80-86
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• 2010

The conventional bus system architecture consists of masters, slaves, arbiter, decoder and so on in shared bus. As several masters can't use a bus concurrently, arbiter plays an role in arbitrating the bus. The efficiency of bus usage can be determined by the selection of arbitration method. Fixed Priority, Round-Robin, TDMA and Lottery arbitration policies are studied in the conventional arbitration method where the bus priority is primarily considered. In this paper, we propose the arbitration method that calculates the bus utilization of each master. Furthermore, we verify the performance compared with the other arbitration methods through TLM(Transaction Level Model). From the results of performance verification, the arbitration methods of Fixed Priority and Round-Robin can not set the bus utilization and those of TDMA and Lottery happen the error of 50% and 70% respectively compared with bus utilization set by user in more than 100,000 cycles. On the other hand, the bandwidth-award bus arbitration method remains the error of less than 1% since approximately 1000 cycles, compared with bus utilization set by user.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.13 no.8
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• pp.1653-1658
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• 2009

SoC(System on a Chip) has several masters, slaves, arbiter and decoder in bus architecture. Master initiates the data transactions like CPU, DMA and DSP and slave responses the data transactions like SRAM, SDRAM and register. Furthermore, as multiple masters can't use a bus concurrently, arbiter plays an role in bus arbitration. In compliance with the selection of arbitration method, SoC performance can be changed definitely. In this study, we compare the characteristics of various arbitration policies using TLM(Transaction Level Model) method. Fixed priority, round-robin, TDMA and Lottery bus policies are used in general arbitration method. We analyze the merit and demerit of these arbitration policies.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.16 no.9
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• pp.2009-2014
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• 2012

The general bus system architecture consists of masters, slaves, arbiter, decoder and so on in shared bus. As several masters can't use a bus concurrently, arbiter plays an role in bus arbitration. In compliance with the selection of arbitration method, The efficiency of bus usage can be determined. Fixed Priority, Round-Robin, TDMA, Lottery arbitration are studied in conventional arbitration method. In this paper, we draw the performance comparison of TDMA and Lottery bus arbitration policy developed recently due to farious conditions and propose the methods of performance improvement.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.17 no.8
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• pp.1879-1884
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• 2013

The general bus system architecture consists of masters, slaves, arbiter, decoder and so on in shared bus. As several masters can't use a bus concurrently, arbiter plays an role in bus arbitration. In compliance with the selection of arbitration method, The efficiency of bus usage can be determined. Fixed Priority, Round-Robin, TDMA, Lottery arbitration are studied in conventional arbitration method. In this paper, we draw the performance analysis of Fixed Priority, Round Robin, TDMA and Lottery bus arbitration policies due to the data traffic concentration and propose the methods of performance improvement.

• Proceedings of the Safety Management and Science Conference
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• 2000.05a
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• pp.55-60
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• 2000

In recent dates, Internet advertising effects are expanded by the steep increment of the Internet users and the extension of the advertising market will be accelerated through Internet. This paper indicates the importance of Internet advertising and suggests the solution of a network advertising service. The system Is divided into an Advertise Server, an Advertiser and a Web Publisher. This study proposes both the collection and the analysis of traffic data in real time. Also, the banner advertising frames are smoothed for the impression using the solution for the banner exchange engine and are developed using various impression methods, that is, Fixed/variable Banner, Scheduling Banner, Multi-Impression Banner, and Frame Remote Control to increase the advertising effect. And then to increase the advertising effect web publisher, which is specialized in lottery site, is constructed using the network advertising service and various advertising technology.

• The Journal of Sustainable Design and Educational Environment Research
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• v.5 no.2
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• pp.14-30
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• 2006

This study is to explore effective implementation strategies of elective-based curriculum in high schools, and to infer some implications for the improvement of school facilities. For the purpose, this study did three things. First, it tried to find the degree to which students are provided with the courses they want to take for the elective-based curriculum. Second, it explored effective implementation strategies of elective-based curriculum in high schools with the introduction of students' 'pre-application and lottery-allotted system' of high school admission. Third, it tried to infer the changed policy's implications for the improvement of school facilities. As a result of the study, three points are to be emphasized for the future plan and design of high school facilities. First, different school facilities are needed for each school because each school would implement different types of school curricula. Second, schools should be provided with different sized classrooms and different number of classrooms because three different types of students are assigned for each school as a result of new students' allocation policy. Third, new measures should be taken to provide students who are assigned to unwanted schools with opportunities to take courses outside their schools because students assigned by lottery system cannot have so much opportunity as students who are allocated to chosen schools.