• Proceedings of the Korean Society of Computer Information Conference
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• 2013.07a
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• pp.275-278
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• 2013

영화의 흥행 요소를 파악하여 영화의 흥행 여부를 예측하는 것은 영화의 수익성 부분에서 아주 중요하다. 영화 시장이 과거와는 다르게 증가함에 따라, 다양한 영화 흥행에 관한 예측 연구들이 개발되었다. 본 논문에서는 영화 흥행 요소들을 수집하고 다중회귀 분석을 통해서 유의수준을 만족하는 흥행 요소들을 선택한다. 그 후, 이러한 요소들을 예측 방법들의 입력값으로 사용하여 영화 흥행을 예측한다. 성능을 비교하기 위해 본 논문에서 제안한 방법과 현재 개발된 영화 흥행 예측 방법(다중회귀, 의사결정트리, 인공신경망)들을 정확도와 평균제곱근오차를 통해 예측 모형의 성능을 비교한다. 그 결과, 다중 회귀 분석을 통해 유의한 흥행요소들만을 고려한 예측 방법의 정확도가 모든 흥행 요소들을 고려한 예측 방법보다 평균 8.2% 향상되었고, 현재까지 개발된 영화 흥행 예측 방법보다 더 높은 예측 성능을 보여준다.

• International Commerce and Information Review
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• v.10 no.1
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• pp.315-327
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• 2008

According to the Bank Profitabilities Statistics of OECD members, Our domestic banks applying commissions for both exchange and selling/buying foreign currencies are evaluated as much higher than those of other countries banks. The theory indicates an analysis results and comparison in between banks over the world. Our domestic bank assert that, in general, the aggregated banking commission income is lower than those of other countries by comparing in the field of non-interests profits. Viewing by another analysis in details, some commission rate applying to domestic services are far below than cost basis, but other commission rate applying to foreign currency transaction services is abnormally higher. Such unfair rate should be lowered to the similar level to other banks in the world and also the actual cost should be reasonably reevaluated in the reasonable manner. One more thing, The writer suggest that domestic banks should spend efforts to increase their income by improving and diversifying with the various type of new commissions applied to domestic market, such as multi-functional financial services, expanding ATM services, electronic settling technique etc under today's rapidly changing and opening world financial market.

• Management & Information Systems Review
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• v.25
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• pp.143-169
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• 2008

The purpose of this paper is to propose alternatives to help for the aged to implement start business as a method to recreate the aged population for their second life. There are three considerations that supports start business for the elderly. The first is to reinforce educational support system for the aged. Through the lifelong education, the aged require easy start business' information. This is not only goverment's job, a local autonomous entity is to support in the form of organic organization. The second is the maintenance of financial support system. Besides start business education, various financial support system must serve for the aged to challenge their start business enthusiastically. The last consideration is formation of start business network that joins the aged efficiently. Based on these aspects, the application for increasing elderly human resource is to consider both employment program of the aged and also start business program for them.

• Journal of the Korean Home Economics Association
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• v.40 no.10
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• pp.17-31
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• 2002

The number of single family is increasing because of individualism, resistance toward patriarchal family system, forced independence of women, absence of proper spouse and divorce rate, and aging. This study is to find out welfare needs in order to make family welfare measures toward continuously increasing single family. Data analysis has been tried to accomplish the purpose of study by in-depth interview, and structural questions were asked according to characteristics and degree of communication. Difficulties that single testers go through are social prejudice, financial problems, emotional and psychological factor, reduction of social network, and health. Lack of publicity, limit of welfare beneficiary, lack of service are suggested as problems, and what needs to be changed are formation of self-reliance meeting, financial independence, preparation of health and one's declining years.

• Proceedings of the Korea Information Processing Society Conference
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• 2015.10a
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• pp.835-838
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• 2015

최근 IT기술이나 하드웨어 기술이 발달함에 따라 공격자의 능력 또한 크게 향상되었다. 이런 공격자를 막기 위해 많은 암호 프로토콜을 사용하여 상호 인증을 하고 암호화 통신을 하거나 PKI 시스템 등을 통해 상호인증을 통한 방어를 하고 있다. 암호화 통신을 할 때 사용되는 AES 알고리즘은 암호학적 안정성과 성능 우수성을 인정받아 국제적으로 많이 활용 되고 있다. 국내에서는 최근 LEA 암호 알고리즘이 개발되었고 AES와 같은 암호학적 안정성 또한 인정받았다. 본 논문에서는 다양한 트래픽 양과 암호화 통신의 유무에 따라 공격자의 존재 유무를 실제 서비스를 하는 서버나 클라이언트가 감지 할 수 있는지에 대해 확인해 보고자 한다.

• Korean Journal of Construction Engineering and Management
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• v.19 no.4
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• pp.43-51
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• 2018

As the inventory of aged apartments is expected to increase explosively, the importance of maintenance to improve the durability of concrete facilities is increasing. Concrete compressive strength is a representative index of durability of concrete facilities, and is an important item in the precision safety diagnosis for facility maintenance. However, existing methods for measuring the concrete compressive strength and determining the maintenance of concrete facilities have limitations such as facility safety problem, high cost problem, and low reliability problem. In this study, we proposed a model that can predict the concrete compressive strength through images by using deep convolution neural network technique. Learning, validation and testing were conducted by applying the concrete compressive strength dataset constructed through the concrete specimen which is produced in the laboratory environment. As a result, it was found that the concrete compressive strength could be learned by using the images, and the validity of the proposed model was confirmed.

• 한국노년학
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• v.31 no.4
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• pp.1083-1101
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• 2011

The purpose of this study is to describe how the structural and functional features of social network change among widowed middle and older adults and to examine the effect of personal predictors of the social network change. Data was obtained from men and women between 45 to 98 years of age(N=118) who were bereaved by the death of their spouse since the first wave survey and participated in the second wave survey of the Korean Longitudinal Study of Ageing(KLoSA). The main findings are as follows: First, their social network after the bereavement was strengthened centered around children; for example, the number of adult children living in proximity to the parent, frequency of contact with children, and the financial and non-financial support from children generally increased. Second, the social network change pattern was categorized into four types such as "overall increased type," "children-centered increased type," "children/close relationship-centered increased type," and "stagnation type." Finally, the health condition of the widowed middle and older adults was a strong predictor of the social network change.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.17 no.4
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• pp.193-201
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• 2017

Financial firms strengthen to protect personal information from the leakage, introducing various security solutions such as print output security, internet network Isolation system, isolationg strorage of customer information, encrypting personal information, personal information detecting system, data loss prevention, personal information monitoring system, and so on. Financial companies are also entering the era of cutthroat competition due to accept of the new channels and the paradigm shift of financial instruments. Accordingly, The needs for security for customer information held by financial firms are keep growing. The large security accidents from the three card companies on January 2014 were happened, the case in which one of the outsourcing personnel seized customer personal information from the system of the thress card companies and sold them illegally to a loan publisher and lender. Three years after the large security accidents had been passed, nevertheless the security threat of the IT outsourcing workforce still exists. The governments including the regulatory agency realted to the financail firms are conducting a review efforts to prevent the leakage of personal information as well as strengthening the extent of the sanction. Through the analysis on the application of security policy for outsourcing personnel in case of large-scale Financial IT projects and the case study of appropriate security policies for security compliance, the theis is proposing a solution for both successfully completing large-scale financial IT Project and so far as possible minizing the risk from the security accidents by the outsouring personnel.

• Journal of Navigation and Port Research
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• v.44 no.6
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• pp.541-549
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• 2020

This study conducts differential analysis on the financial positions of Korean shipping companies before and after the bankruptcy of the H carrier, looking specifically at their financial ratios, profit and loss patterns, and other factors related to their financial operation. Firstly, it was discovered that major measures of financial health, such as average assets per carrier, were not affected by the bankruptcy of the H carrier. However, despite this, most carriers experienced large changes in profits and losses, with total sales and shipping revenues averaging 424.5 billion won and 381.7 billion won respectively before the bankruptcy, but falling by half to 252.1 billion won and 234.6 billion won after the bankruptcy. Additionally, charter revenues and expenses also dropped by more than half. EBIT/sales and pre-tax revenue margins were also heavily affected after the bankruptcy, with both figures averaging 8% and 3% respectively before the bankruptcy, but falling into the negative range at -2% and -8% post-bankruptcy, resulting in significant deterioration in operational profitability. The study concludes that there is an urgent need to establish a global sales network, improve cost structures, and consistently secure stable cargo in order to increase Korean carriers' profitability. Of all financial measures, liquidity and total asset efficiency were identified as the most severely-impacted by the H carrier bankruptcy, thereby requiring the most pressing policy addressing.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.28 no.3
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• pp.591-603
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• 2018

Windows Event Log is a format that records system log in Windows operating system and methodically manages information about system operation. An event can be caused by system itself or by user's specific actions, and some event logs can be used for corporate security audits, malware detection and so on. In this paper, we choose actions related to corporate security audit and malware detection (External storage connection, Application install, Shared folder usage, Printer usage, Remote connection/disconnection, File/Registry manipulation, Process creation, DNS query, Windows service, PC startup/shutdown, Log on/off, Power saving mode, Network connection/disconnection, Event log deletion and System time change), which can be detected through event log analysis and classify event IDs that occur in each situation. Also, the existing event log tools only include functions related to the EVTX file parse and it is difficult to track user's behavior when used in a forensic investigation. So we implemented new analysis tool in this study which parses EVTX files and user behaviors.