• Journal of Digital Convergence
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• v.10 no.8
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• pp.287-297
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• 2012

In order to prepare for the introduction of the E-Discovery system from the United States and to cope with some causable changes of legal systems, we propose a general E-Discovery process and essential tasks of the each phase. The proposed process model is designed by the analysis of well-known projects such as EDRM, The Sedona Conference, which are advanced research for the standardization of E-Discovery task procedures and for the supply of guidelines to hands-on workers. In addition, Machine Learning Algorithms, Open-source libraries for the Information Retrieval and Distributed Processing technologies based on the Hadoop for big data are introduced and its application methods on the E-Discovery work scenario are proposed. All this information will be useful to vendors or people willing to develop the E-Discovery service solution. Also, it is very helpful to company owners willing to rebuild their business process and it enables people who are about to face a major lawsuit to handle a situation effectively.

• The Journal of the Korea Contents Association
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• v.20 no.10
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• pp.702-714
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• 2020

Stock investment is a personal investment technique that has gathered tremendous interest since the reduction in interest rates and tax exemption. However, it is risky especially for those who do not have expert knowledge on stock volatility. Therefore, it is well understood that accurate stock trend prediction can greatly help stock investment, giving birth to a volume of research work in the field. In order to compare different research works and to optimize hyper-parameters for prediction models, it is required to have an evaluation standard that can accurately assess performances of prediction models. However, little research has been done in the area, and conventionally used methods have been employed repeatedly without being rigorously validated. For this reason, we first analyze performance evaluation of stock trend prediction with respect to performance metrics and data composition, and propose a fair evaluation method based on prediction disparity ratio.

• Korean Security Journal
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• no.17
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• pp.195-220
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• 2008

Various Kinds of social pathology and crimes that threaten our daily safety are on the increase in process of time as a result of the development of science and technology empty of moral sense, Value Confusions, apolaustic tendency, economic and social transformation recently. Moreover the effective provision of police service lies beyond the boundaries of the police organization. Therefore private security personnel have made an effort for safety and protection of group as well as an individual through the introduction of private security industry based on a benefit principle and private security industry is being become complexes utilizing technology as well as high-end devices through various international events. The field of private security industry in Korea is being extended rapidly with expansionism of society and public services but the quality improvement is declining. Furthermore the study of recruit education program for security personnel as the basis of quality improvement is insufficient compared with the study of police service. Consequently, this investigation is going to contribute to development of recruit education program for security personnel through the analysis about difference of each subject usability for education about electronic security and facility guard.

• The monthly packaging world
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• s.277
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• pp.45-66
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• 2016

산업통상자원부가 주최하고 한국생산기술연구원이 주관하는 "제10회 미래패키징 신기술 정부포상"시상식이 4월 26일 일산 킨텍스 그랜드볼룸에서 열렸다. 정부포상제도는 미래지식산업인 패키징산업 종사자의 긍지와 자부심 함양의 계기를 실천하고, 패키징산업 종사자의 사기진작과 패키징산업 활성화를 도모하는데 그 목적이 있다. 또한 한국국제포장기자재전(KOREA PACK)과의 동시개최로 패키징산업 종사자간 정보교류 극대화 및 공동체 의식 함양으로 일체감을 조성함은 물론, 패키징산업 기술인의 기술개발 의욕을 고취한다는 평가를 받고 있다. 제10회 미래패키징 신기술 정부포상 시상식에서는 코리아스타상 기업부문, 학생부문, 공로부문으로 구분하여 시상이 진행됐다. 기업부문은 패키징 완제품, 친환경패키징, 패키징관련기계(설비) 및 관련부품, 패키징인쇄(라벨링), 패키징원부자재 생산 및 가공공정, 패키징디자인 등의 분야에서 신기술 개발 또는 개선으로 수출 신장, 매출 수익 증대 및 발명특허 획득을 통해 패키징 기술력 발전에 기여한 기업의 패키징제품 또는 패키징디자인을 대상으로 진행되고 있으며 학생부문은 패키징 디자인 관련분야 전공자로 패키징과 연관된 컨셉으로 상품성, 창의성, 표현성, 친환경성, 지속가능성 등이 어우러진 독창적인 패키징제품 또는 패키징디자인을 대상으로 한다. 또한 공로부문은 패키징 산업 관련 산업계, 학계, 연구계, 유관기관에 종사하는 자로서 패키징 관련 핵심 기술개발, 경영, 마케팅 면에서 패키징 산업 발전에 기여한 공적이 뚜렷한 자, 패키징산업발전 정책연구 및 패키징산업 육성에 기여한 기업 또는 개인을 대상으로 하고 있다. 이번 행사에서는 기업부문 29개 제품과, 학생 14명, 공로 2명에 대한 포상이 진행, 국무총리상에는 (주)더우주의 '우주 페이스 마스크(OOZOO FACE MASK)'가 수상했으며, 산업통상자원부장관상에는 현대글로비스(주)외 2개사, 한국생산기술연구원장상에는 (주)풀무원 외 10개사가 수상했다. 학생부문에서는 안양대학교가 산업통상자원부장관상을 수상했다. 공로부문으로 진행된 시상식에서는 서영철 Flair Flexible Packaging 대표이사와 이명훈 한국포장시스템연구소장이 산업통상자원부장관 표창을 받았다. 본 고에서는 제10회 미래패키징 신기술 정부포상 수상작들을 살펴봄으로써 최신 패키징 경향에 대해 알아보도록 한다.

• KDI Journal of Economic Policy
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• v.18 no.3_4
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• pp.3-61
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• 1996

소비자 보호 및 효율적 자원배분, 기업의 안전증진 유인제공, 제도의 국제적 조화를 위하여 제조물책임법(製造物責任法) 제정의 필요성이 제기되고 있다. 현재 제조물로 인한 사고는 민법(民法)에 의하여 보상받고 있으나 그 입증책임이 과중하고, 현재 우리나라 생산물배상책임보험(生産物賠償責任保險)이 전체 손해보험에서 차지하는 비중은 0.1%에 불과(미국 10%)하여 그 비용이 아직 미미하므로 제조물책임법제(製造物責任法制) 도입의 안전증진효과가 경제적 손실보다 클 것으로 예상된다. 법제정시의 기본방향은 소비자에게 단순히 보상을 제공하는 법제가 아닌, 기업의 책임과 제품결함이 밀접히 연관되어 배상(賠償) 및 사고억제(事故抑制)의 유인과 효과를 극대화하는 것이어야 한다. 추정규정의 도입은 소비자(消費者) 피해구제(被害救濟)를 용이하게 하지만, 디자인 및 경고결함(警告缺陷)과 결합되면 제조자가 제품사고의 모든 가능성에 대해 완벽한 정보를 가지지 않는 한 제조자의 책임이 되어 제조물책임(製造物責任)의 불확실성(不確實性)을 높이고, 결과적으로 기업에게 절대책임(絶對責任)을 부과하게 되어 제품개발과 혁신을 위축시키는 등의 부정적(否定的) 영향을 초래할 위험이 크다. 따라서 결함의 추정은 인정하지 않아야 하며, 제품개발 및 혁신을 도모하기 위해 개발위험항변(開發危險抗辯)은 인정되어야 한다. 손해배상액(損害賠償額) 상한(上限)을 두지 않는 것이 경제적으로 효율적이고 연대책임을 인정하여 유통업자의 안전제고유인(安全提高誘因)도 강화하는 것이 효과적이다. 중소기업을 포함한 모든 기업에게 입법후 1년 정도의 준비기간(準備期間)을 주는 것이 바람직할 듯하며, 배상책임보험(賠償責任保險)은 의무화하지 않는 것이 경제적으로 효율적이다. 기계, 전자, 운송용기기, 건설, 화학, 식 의약품, 가스제품, 완구, 운동용구 등이 영향을 크게 받을 것으로 예상되지만 법제이용(法制利用)의 편의가 개선되기 전에는 소송의 증가는 미미하리라 예상된다.

• Korean Security Journal
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• no.15
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• pp.129-146
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• 2008

When the primary function of private security is to protect lives and property of clients, emergency management should be included in the security service and many countermeasure services should be carried out for that purpose. In theses contexts, private security should develop and maintain a educational program to meet their responsibilities to provide the protection and safety of the clients. Conclusionally, private security industry employers in Korea has not concerned with the importance of training and education by lack of recognition and has been passive about qualified guards. And the authorities supervising and the administrating the guards has not recognized the importance of private security and has neglected the training of the guards. In theses contexts, private security should develop and maintain a educational program of emergency management to meet their responsibilities to provide the protection and safety of the clients.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.21 no.9
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• pp.1744-1751
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• 2017

We are striving to strengthen environmental regulations and reduce household waste in all countries around the world. Korea is also striving for the circulation of energy resources by enacting laws to promote resource saving and recycling. The government has implemented an empty bottle deposit system for the recycling of empty bottles, but there is a limit to the collection through manpower and the reverse vending machine is not localized. In this paper, we propose a recyclable bottle recognition and classification algorithm which is essential in the reverser vending machine to promote energy resource circulation. The proposed algorithm is a complex identification algorithm using OpenCV and CNN(Convolution Neural Network). In order to evaluate the effectiveness of the proposed algorithm, we implement a classification system that operates in an reverse vending machine, so that it can easily acquire information about bottles and reverse vending machine in various devices.

• Convergence Security Journal
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• v.14 no.1
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• pp.71-76
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• 2014

In modern society, a social economic change is brought about, because time space limitation regarded to be restrictive in times past was overcome owing to its rapid development on the basis of IT technology. The creation of new knowledge became the basis of competitiveness of nations and companies. As competition intensifies among nations and countries in relation to the development of core technology, companies make investment with placing much weight on the development of new technology, but on the other hand, technology leakage incident continuously occurs due to a lack of understanding to protect technology. This is the largest cause of impeding the competitiveness of nations and companies. And now, it is urgent to take security measures against this. Therefore, this paper analyzes institution and system weakness in the physical security area in the integrated security environment, and then identifies all problems about this, and proposes a plan for solving these.

• KOREAN JOURNAL OF PACKAGING SCIENCE & TECHNOLOGY
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• v.24 no.3
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• pp.131-140
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• 2018

As global environmental problems become more serious, bio plastic suppliers in developed countries are expected to drive demand for eco friendly packaging materials due to recycling regulations and consumer's attention. To catch up with this demand, various types of bio plastics have been introduced using plants such as corn and domestic companies are increasingly interested in this. Industrial interest in bio plastics is increasing to solve the recent environmental problems. The critical disadvantages of the weak mechanical strength and expensive product cost were gradually solved by extensive researches. In order to promote the active use of bio plastics, countries around the world are operation certification marks and standard systems. In this article, we have summarized recent trends in domestic and overseas bio plastics regulations, certification marks and identification labels.

• The Journal of the Convergence on Culture Technology
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• v.5 no.3
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• pp.351-357
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• 2019

This research is automatic Wet Pipe Sprinkler System, dry pipe Sprinkler System, preaction Sprinkler system, vacuum Sprinkler system, deluge Sprinkler system, etc., key components of each Sprinkler system, verve valve, valve, etc. This is to simplify the various processes of the manufacturing process into a single process to create an environment in which a single machine can simultaneously produce a standardized product, thereby improving the price competitiveness of the product, reducing the cost of maintaining the product, and making it more adaptable to the new sprinkler system that is developed in the future. Automatic Wet Pipe Sprinkler System, desipe Sprinkler System, preaction sprinkler system, vacuum Sprinkler system, deluge Sprinkler system, both types of existing Sprinkler system, only replace the primary and secondary tubing valves.It has the advantage of being easy to apply to the lower system. Legal and institutional research is needed for the commercialization of the Sprinkler system applying the solenoid valve as a future project.