• 통합자연과학논문집
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• 제4권3호
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• pp.238-242
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• 2011

For any pattern matching based algorithm in WLAN environment, the characteristics of signal to noise ratio(SNR) to multiple access points(APs) are utilized to establish database in the training phase, and in the estimation phase, the actual two dimensional coordinates of mobile unit(MU) are estimated based on the comparison between the new recorded SNR and fingerprints stored in database. The system that uses the artificial neural network(ANN) falls in a local minima when it learns many nonlinear data, and its classification accuracy ratio becomes low. To make up for this risk, the SVM/ANN hybrid algorithm is proposed in this paper. The proposed algorithm is the method that ANN learns selectively after clustering the SNR data by SVM, then more improved performance estimation can be obtained than using ANN only and The proposed algorithm can make the higher classification accuracy by decreasing the nonlinearity of the massive data during the training procedure. Experimental results indicate that the proposed SVM/ANN hybrid algorithm generally outperforms ANN algorithm.

• 디지털콘텐츠학회 논문지
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• 제18권1호
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• pp.225-229
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• 2017

본 논문에서는 다양한 재난안전 위협요소를 단위 산업체 시설물뿐만 아니라 지역 및 국가 단위에서 실시간으로 감지 예측하고 예방 대응하는 시스템에 대하여 알아본다. 예방 대비 대응 복구로 이뤄지는 재난관리의 전 단계를 체계적 효율적으로 관리할 수 있는 정보통신기술을 기반으로한 융복합 구현에 대하여 분석하였다. 또한 조기예측을 통한 선제적 예방과 대비 즉각적인 재난 정보 전달로 피해규모의 축소와 첨단 기술을 통해 재난현장에서의 인간한계 극복에 대하여 분석하였으며 스마트 재난안전관리의 전략으로 선제적 위험관리 및 예방 신속하고 효율적 현장 대응 및 복구와 민관 상호협력 및 효율적 연계협력의 사회안전 스마트 재난안전관리 시스템을 제시하였다.

• 한국주거학회논문집
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• 제26권1호
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• pp.31-41
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• 2015

Korea has shown the lowest birth rate among OECD countries for over 10 years. This caused various social tensions and problems including negative impacts on national economy. To deal with these problems and to cope with future risk, diverse strategies must be actively explored. The purpose of this research is to delineate the characteristics of Toronto Birth Centre in Canada which was established currently to support families. Field visit study was the major methodology which includes interview with a staff and walk-through guided observation accompanied by visual recording. As a result, the specific functions and the logic of utilizing the center along with its spatial characteristics were delineated. The result has significant implication in developing coping strategies to release the social tension. The birth center can be an efficient strategy to include as a public strategy to Korean Society who has suffered from long lasting lowest birth rate.

• 한국게임학회 논문지
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• 제19권6호
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• pp.5-14
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• 2019

본 논문에서는 게임 환경에서 Agent Based 와 Cellular Automata 모델 시스템을 이용한 보행자들의 집단행동 움직임에 대한 모델링과 그 시뮬레이션을 제안한다. 군중들의 사회적 행동은 복잡하고 중요하며, 이를 근거로 게임 환경에서 AB와 CA모델 시스템을 바탕으로 어떤 목적을 가진 군중 상호작용을 나타나는 모습을 게임 프로토타입 모델로 구현하였다. 본 실험은 실제 보행자들이 있는 위험상황에서 군중행동을 연구하기 위하여 효율적이고 정확한 플랫폼으로서 집단 움직임의 가능성을 보여주었다.

• 보건교육건강증진학회지
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• 제33권4호
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• pp.79-87
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• 2016

Objectives: This study aims to identify participants-focused health education approaches for the management of metabolic syndrome. Methods: Data for metabolic parameters of 855,282 Koreans in 2012 were extracted and analysed from the data base of Korea Association of Health Promotion. Literature and documents including study protocols, program contents, evaluation reports and published articles were reviewed in relation to increasing effectiveness and efficiency of health education for managing metabolic syndrome. Results: Health education program should be based on participants-focused perspectives, in which clients' demographic characteristics, composition patterns of metabolic risk factors, and readiness of change are appreciated. Development of theory-based strategies for healthy behavior change and evidence-based program components are also important factors in designing and conducting health education intervention. Multiple health behavior intervention can offer a new paradigm for more comprehensive and efficient health education. Implementation fidelity needs to be systematically evaluated and strengthened to improve the validity of the health education efforts. Conclusion: Enhancing participants-focused health education is the responsibility of health education specialists in promoting the management of metabolic syndrome.

• Human Ecology Research
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• 제58권3호
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• pp.401-416
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• 2020

Service providers have introduced interactive devices such as self-service kiosks to provide convenient and efficient services to consumers. Self-service kiosks are one of the most diverse technological forms of self-service technologies that provide control and freedom to consumers as well as reduce the frustration of line-ups. This study explores the predictors of consumer resistance and continued use intention with regard to self-service kiosks. It adopts three constructs on the following variables: perceived innovation characteristics, consumer characteristics, and gamification. An online self-administered survey was conducted, and 343 users of self-service kiosk services, aged between 20 and 59, were included in the analysis. The study used the SPSS 23.0 program to perform a descriptive analysis along with, t-test, ANOVA, correlation analysis, and regression analysis. First, convenience, controllability, and gamification negatively influenced consumer resistance to self-service kiosks. Second, human alienation and sociability positively influenced consumer resistance to self-service kiosks. Third, convenience and gamification positively influenced the continued use intention with regard to self-service kiosks. Last, the risk of functionality, human alienation, and sociability negatively influenced continued use intention with regard to self-service kiosks. The results contribute to the literature because few studies have examined what drives the resistance of users and continued use intention with regard to self-service kiosks. It also provides service providers and practitioners with insights and strategies on how to overcome consumer resistance.

• 무역상무연구
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• 제27권
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• pp.129-161
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• 2005

Todays, computers in business world are potent facilitators that most companies could not without them, while they are only tools. They offer extremely efficient means of communication, particularly when connected to Internet. What I stress in this article is the risks accompanied by e-commerce rather than the advantages of Internet or e-commerce. The management of e-commerce companies, therefore, should keep in mind that the benefit of e-commerce through the Internet are accompanied by enhanced and new risks, cyber risks or e-commerce risks. For example, companies are exposed to computer system breakdown and business interruption risks owing to traditional and physical risks such as theft and fire etc, computer programming errors and defect softwares and outsider's attack such as hacking and virus. E-commerce companies are also exposed to tort liabilities owing to defamation, the infringement of intellectual property such as copyright, trademark and patent right, negligent misrepresent and breach of confidential information or privacy infringement. In this article, I would like to suggest e-commerce insurance or cyber liability insurance as a means of risk management rather than some technical devices, because there is not technically perfect defence against cyber risks. But e-commerce insurance has some gaps between risks confronted by companies and coverage needed by them, because it is at most 6 or 7 years since it has been introduced to market. Nevertheless, in my opinion, e-commerce insurance has offered the most perfect defence against cyber risks to e-commerce companies up to now.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권6호
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• pp.2612-2633
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• 2020

Due to the explosive growth of multimedia speech data, how to protect the privacy of speech data and how to efficiently retrieve speech data have become a hot spot for researchers in recent years. In this paper, we proposed an encrypted speech retrieval scheme based on long short-term memory (LSTM) neural network and deep hashing. This scheme not only achieves efficient retrieval of massive speech in cloud environment, but also effectively avoids the risk of sensitive information leakage. Firstly, a novel speech encryption algorithm based on 4D quadratic autonomous hyperchaotic system is proposed to realize the privacy and security of speech data in the cloud. Secondly, the integrated LSTM network model and deep hashing algorithm are used to extract high-level features of speech data. It is used to solve the high dimensional and temporality problems of speech data, and increase the retrieval efficiency and retrieval accuracy of the proposed scheme. Finally, the normalized Hamming distance algorithm is used to achieve matching. Compared with the existing algorithms, the proposed scheme has good discrimination and robustness and it has high recall, precision and retrieval efficiency under various content preserving operations. Meanwhile, the proposed speech encryption algorithm has high key space and can effectively resist exhaustive attacks.

• Structural Engineering and Mechanics
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• 제31권1호
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• pp.11-24
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• 2009

In China, the oil and natural gas resources of Bohai Bay are mainly marginal oil fields. It is necessary to build both ice-resistant and economical offshore platforms. However, risk is involved in the design, construction, utilization, maintenance of offshore platforms as uncertain events may occur within the life-cycle of a platform under the extreme ice load. In this study, the optimum design model of the expected life-cycle cost for ice-resistant platforms based on cost-effectiveness criterion is proposed. Multiple performance demands of the structure, facilities and crew members, associated with the failure assessment criteria and evaluation functions of costs of construction, consequences of structural failure modes including damage, revenue loss, death and injury as well as discounting cost over time are considered. An efficient approximate method of the global reliability analysis for the offshore platforms is provided, which converts the implicit nonlinear performance function in the conventional reliability analysis to linear explicit one. The proposed life-cycle optimum design formula are applied to a typical ice-resistant platform in Bohai Bay, and the results demonstrate that the life-cycle cost-effective optimum design model is more rational compared to the conventional design.

• Structural Monitoring and Maintenance
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• 제4권1호
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• pp.85-105
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• 2017

Monitoring is the most important part of the construction and operation of the embankment dams. Applied instruments in these dams should be determined based on dam requirements and specifications. Instruments selection considered as one of the most important steps of monitoring plan. Competent instruments selection for dams is very important, as inappropriate selection causes irreparable loss in critical condition. Lack of a systematic method for determining instruments has been considered as a problem for creating an efficient selection. Nowadays, decision making methods have been used widely in different sciences for optimal determination and selection. In this study, the Multi-Attribute Decision Making is applied by considering 9 criteria and categorisation of 8 groups of geotechnical instruments. Therefore, the Analytic Hierarchy Process and Multi-Criteria Optimisation and Compromise Solution methods are employed in order to determine the attributes' importance weights and to prioritise of instruments for embankment dams, respectively. This framework was applied for a rock fill with clay core dam. The results indicated that group decision making optimizes the selection and prioritisation of monitoring instruments for embankment dams, and selected instruments are reliable based on the dam specifications.