• Journal of The Korean Association of Information Education
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• v.25 no.5
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• pp.691-704
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• 2021

The development of AI technology has brought about a big change in our lives. The importance of AI and data education is also growing as AI's influence from life to society to the economy grows. In response, the OECD Education Research Report and various domestic information and curriculum studies deal with data literacy and present it as an essential competency. However, the definition of data literacy and the content and scope of the components vary among researchers. Thus, we analyze the semantic similarity of words through Word2Vec deep learning natural language processing methods along with the definitions of key data literacy studies and analysis of word frequency utilized in components, to present objective and comprehensive definition and components. It was revised and supplemented by expert review, and we defined data literacy as the 'basic ability of knowledge construction and communication to collect, analyze, and use data and process it as information for problem solving'. Furthermore we propose the components of each category of knowledge, skills, values and attitudes. We hope that the definition and components of data literacy derived from this study will serve as a good foundation for the systematization and education research of AI education related to students' future competency.

• Journal of the Society of Cosmetic Scientists of Korea
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• v.47 no.3
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• pp.237-245
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• 2021

Particulate matter and ultra-particle matters generally refer to very small floating dust, such as 1/6 to 1/7 and 1/20 to 1/30, respectively, compared to the thickness of human hair, and contain various types of heavy metal ions. In addition to breathing, particle matters (PM) that flows in through the gaps in the pores of the skin can induce health problems in the body's tissues and skin, so it must be removed by blocking the inflow or by washing. Through this study, we confirmed the possibility that heavy metal ions can be adsorbed and removed by using Oryza sativa (Rice) bran oil (OSBO). In addition, the cell viability is much higher than that of grain-derived components through cytotoxicity experiments, and the cytoprotective effect of an external stimulus source can be expected. It was confirmed that the expression amount of COL1A1 mRNA increased, and accordingly, it was believed that wrinkles that might be caused by moisture lost by heavy metal ions in fine dust could be alleviated. Based on the results of these experiments, we tried to present a cosmetics containing OSBO, which is a wash-off formulation, in order to finally remove heavy metals.

• Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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• v.9 no.9
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• pp.819-831
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• 2019

The types of properties traded in modern times are rapidly increasing due to changes in consumption patterns. However, as the type of properties traded increases, estimation about the value of properties may become inaccurate. There is a problem that it is difficult for consumers to estimate the right value and the variety of trading forms makes it difficult to guarantee the reliability of value estimation As access to a variety of properties has expanded, these shortcomings are considered to be a factor that hinders the stability of the shared economic market. In this paper, to resolve this issue, we present a blockchain-based property contract service through a trusted broker. The developed service registers trusted brokers into smart contracts on the Ethereum blockchain and use them for the evaluation and contract process of properties. In addition, registered contents, proposals and contracts of properties are stored in the blockchain to ensure the reliability of the contract process. Every step of the contract process is stored in the smart contract, recorded in the transaction history of the blockchain, ensuring the reliability of the stored data. In addition, the entire process of registration, proposal, and contract is driven by smart contracts designed by state machine technology, enabling users to more securely control the contract process.

• Journal of the Korea Convergence Society
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• v.12 no.12
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• pp.453-465
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• 2021

This study was attempted to identify factors affecting depression by stress causes. Data from the 2018 Korea National Health and Nutrition Examination Survey were used, total subjects was 2,939. Data were analyzed by complex sample frequency, percentage, x2-test and regression by SPSS 25.0. As a result, in the economic problem group, gender, occupation, health-related quality of life, weight change, smoking, subjective health status and subjective body image were significant influencing factors for depression, and explanatory power was 28.7% (F = 8.23, p < .001). In the parent, child, and spouse problem group, age, health-related quality of life, weight change, and subjective health status were significant, explanatory power was 33.1% (F = 6.92, p <.001). In the self and family health problem group, gender, health-related quality of life, weight change, smoking, and subjective health status were significant, explanatory power was 29.6% (F = 5.74, p < .001). Through the results, the influencing factors that appear differently according to each stress cause can be used as basic data to establish an individualized intervention strategy.

• Journal of Digital Convergence
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• v.19 no.12
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• pp.427-433
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• 2021

With the support of the government and public institutions, local government characters achieved a lot of quantitative growth. However, there are very few successful cases such as strengthening local identity and revitalizing the local economy using characters. This paper presents a transmedia storytelling strategy as a way to solve the problem of local government characters. To do so, I identify the problems of the current local government characters, and analyze the preceding studies on the features and components of transmedia contents, and the principles of transmedia storytelling, to develop strategies and yielded the expected effect. The transmedia strategy of local government characters consists of a total of three stages. In the first step, the local identity is established through the development of a unique story to the region. The second step, improve attractivity by renewing character design for various individual media platforms. And lastly the third step, enhance usability by expanding interactivity based on communication and participation of development actors and the public. This paper is meaningful in that it derives a transmedia storytelling strategy from the perspective of brand marketing as a way to revitalize local government characters. Based on the conclusions drawn from this study, a follow-up study is needed to apply it to specific cases of local government characters.

• Journal of the Korean Institute of Gas
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• v.25 no.3
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• pp.39-45
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• 2021

Scrubbers that treat hazardous materials at workplaces have high treatment efficiency; however, the design is complex, and pumps need to be operated 24 hours a day, which can be costly. Therefore, to minimize the operating costs, small businesses do not install scrubbers, or operate them while circulation pumps are suspended. Hence, this study investigated the application of low-cost, high-performance scrubbers that can be used economically in small businesses. Low-cost, high-efficiency scrubbers are applied to bubble columns to utilize devices for hazardous chemical absorption treatment purposes, and for the development of these scrubbers, absorption performance was reviewed and the optimal application method was studied under certain conditions. The changes in the absorption performance of hazardous gas were studied in certain environments by varying the physical conditions, and the optimal application methods were analyzed. The results showed that, while it was possible to treat some of the gas flowing into the low cost, high performance scrubber, the treatment capacity was reduced. Performance degradation was prevented by supplying an absorption liquid, and a certain level of absorption was maintained depending on the amount of circulation. Based on this, three types of site application methods of low cost, high performance scrubbers were presented. In addition, the appropriate timing of circulation and anti freezing measures were also discussed.

• Cross-Cultural Studies
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• v.52
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• pp.79-110
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• 2018

This purpose of this study was to address the issue of forgiving unforgivable crimes, inevitably raised in Paul Ricoeur's thoughts. He explores the possibility of righteous historical representation of tragic events in Western history. Being aware of injustices of amnesty indiscriminately extended by the government, he studied the process through in which a genuine pardon should unfold before granting amnesty. He believes that this process called the "odyssey of forgiveness" presupposes the process of "imputability," in which the perpetrator should acknowledge his/her wrongdoing as his/her act and take reasonable responsibilities for it in a modest position. However, such acknowledgement of wrongdoing cannot be any reason for the victim to necessarily grant forgiveness to the perpetrator. According to him, forgiveness is a gift and the power of love enabled by a complete forgiver only. The initiative of forgiveness is attributable to the forgiver only. To never relinquish tension between love and justice in the forgiving process, he devises a way of planning an equation of forgiveness in a vertical scheme. Finally, he explains the process of requesting and granting forgiveness in a form of a righteous historical representation against the oblivion of past tragic events. He contends that this event of forgiveness promises a new life and a new era to all seeking and granting forgiveness, and that write a righteous history in eschatological hope.

• Korea Real Estate Review
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• v.28 no.1
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• pp.23-37
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• 2018

The genetic algorithm (GA) and branch and bound (B&B) methods are the useful methods of searching the optimal project combination (combinatorial optimization) to maximize the project effect considering the budget constraint and the balance of regional development with regard to the Urban Regeneration New Deal policy, the core real estate policy of the Moon Jae-in government. The Ministry of Land, Infrastructure, and Transport (MOLIT) will choose 13 central-city-area-type projects, 2 economic-base-type projects, and 10 public-company-proposal-type projects among the numerous projects from 16 local governments while each government can apply only 4 projects, respectively, for the 2017 Urban Regeneration New Deal project. If MOLIT selects only those projects with a project effect maximization purpose, there will be unselected regions, which will harm the balance of regional development. For this reason, an optimization model is proposed herein, and a combinatorial optimization method using the GA and B&B methods should be sought to satisfy the various constraints with the object function. Going forward, it is expected that both these methods will present rational decision-making criteria if the central government allocates a special-purpose-limited budget to many local governments.

• Journal of vocational education research
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• v.35 no.6
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• pp.113-141
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• 2016

The apprenticeship training is given as a solution of the youth unemployment problem. The apprenticeship is a system that companies hire and instruct trainees and is implemented in various countries. In Korea, there is a Korean work-learning dual system which is managed by the government rather than the company itself. This Study analyzed Germany, Switzerland and Austria's apprenticeship training system and compared common factors of apprenticeship system, a trainer in company and cost-benefit analysis. The result of the study can be shown as follows. First, Germany operates practical training, meanwhile Switzerland and Austria provide a pre-education course before students enter the upper-secondary VET course. Second, Germany and Switzerland give a single type apprenticeship training, whereas Austria runs a modularization system, which enables students to specify their skills and improves clarity. Third, social partners as well as the government, states, companies/schools actively participate in apprenticeship. Fourth, there is a suitable trainer's qualification system in all countries. Finally, Germany and Austria's companies cause larger cost than benefit in apprenticeship. On the other hand, Switzerland gets larger net-benefit than cost. We can give implications to the Korean work-learning dual system based on this study.

• Cross-Cultural Studies
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• v.46
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• pp.379-409
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• 2017

The villainous characters of the Marquis de Sade do not regard pity and consternation that one usually feels at the sight of poor people as natural. Such feelings are simply rejected. Therefore, Sade's characters immediately suggest that the hospitals established by religious congregations under the Ancien Regime should disappear. However, it is important to note that enlightened thinkers are aware of the abuses caused by hospitals at that time, claiming that they are to be blamed for the worsening situation of the poor. Thus, the General Assembly of the Constituents tried to nationalize the possessions of the hospitals, going as far as abolishing every charity institution. This article aims at linking Sade's hatred for hospitals to the issues his contemporaries raise about charity institutions. More particularly, revolutionary thinkers want to replace the considerably rich hospitals with small hospices or domiciliary care. Such actions will help reduce national budget spending and simplify the administrative procedures. Sade's libertines view poverty issues in the society from different perspectives: philosophical, political and economic. Let us not forget that they insist on social assistance systems which would suit both the ideals and the circumstances of the new Republic. We understand that Sade took precautions against the impending return of religion and monarchy, which were expelled by the Revolution. Under the Ancien Regime, people tolerated hospitals on the pretext that they arouse natural feelings such as beneficence and compassion. Well, to say the least, Sade is not wrong in raising awareness on this issue.