• The Korean Journal of Archival Studies
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• no.11
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• pp.215-254
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• 2005

This thesis aims to study the founding process and operation of the prefectural archives of Japan and to put that knowledge to the founding regional archives in Korea. Now 28 among 47 Prefectural Governments in Japan have founded and operated the prefectural archives. While Kyoto Prefectural Library and Archives, Nagano Prefectural Museum of History, Gifu Prefectural Virtual Museum of History, The Archives of Hyogo Prefectural Government, Ibaraki Prefectural Museum of History and Hukushima Prefectural Archives are on the type of Prefectural Museum of History, the rest of them are on the type of Archives. The Prefectural Museum of History in Japan has a complex function as the museum, the library, and the archives. But the Prefectural Museum of History seems to be a sort of transient phenomenon to Archives. The reason which Prefectural Museum of History can not develop into the Archives is not so much owing to financial difficulties as lack of understanding on the function of Archives. The thesis shows founding process of each prefectural archives. Especially, the case study on the Kanagawa Prefectural Archives, Okinawa Prefectural Archives was arranged by the detailed data investigation. Comparing with other prefectures, these three prefectural archives have a system in the collection and arrangement process of current official records, paleography and many other materials, and construct records management system with institutionalizing accession, arrangement, and opening of official records by regulations, rules and so forth. But because of historical background and character in each region, the difference may exist in the founding process of three prefectural archives. Before central archival institution, National Archives of Japan, is founded, the prefectural archives have been founded at each region and they have gained relatively independent status so that decentralism in the system of managing records could be possible. And the private historical organizations had many influences on the founding process of National Archives of Japan. Of course the Japanese Archives system may have many differences from Korean regional archives. While Japan established Archives institute for itself with localism, Korea has not settled the system of self-government still. Moreover, financial difficulties on founding regional archives and lack of understanding of the Archives remained in Korea. And yet with regard to the founding regional archives in Korea, the case of operation and founding process of prefectural archives of Japan may be of great value.

• Knowledge Management Research
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• v.22 no.4
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• pp.119-133
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• 2021

As a large amount of data is produced in each industry, a number of time series pattern prediction studies are being conducted to make quick business decisions. However, there is a limit to predicting specific patterns in nonlinear time series data due to the uncertainty inherent in the data, and there are difficulties in making strategic decisions in corporate management. In addition, in recent decades, various studies have been conducted on data such as demand/supply and financial markets that are suitable for industrial purposes to predict time series data of irregular random walk models, but predict specific rules and achieve sustainable corporate objectives There are difficulties. In this study, the prediction results were compared and analyzed using the Chaos analysis method for roulette data and financial market data, and meaningful results were derived. And, this study confirmed that chaos analysis is useful for finding a new method in analyzing time series data. By comparing and analyzing the characteristics of roulette games with the time series of Korean stock index future, it was derived that predictive power can be improved if the trend is confirmed, and it is meaningful in determining whether nonlinear time series data with high uncertainty have a specific pattern.

• 한국노년학
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• v.39 no.2
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• pp.325-345
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• 2019

The purpose of this study is a exploratory study for understanding the process of the social isolation of the socially isolated elderly through the approach to their life history. The research was analyzed by one of the methods of qualitative research on life history, the conceptual framework of 'Dimensions, turning, and adaptation' of Mandelbaum(1973). According to the results of this study, the socially isolated elderly people were found to be socially isolated by experiencing complex difficulties such as family disconnection, poverty, poor job and health deterioration. Specifically, in the area of life, there was experience of poor relationship with parent, absence of family, poverty of family and unfavorable relationship with surrounding people in life with original family before isolation. They had bad jobs in the labor market, such as hard labor, delivery, business, and chores. In the area of turning point, we experienced family break due to the separation of the original family and the spouse due to various reasons such as financial crisis, parental divorce and death, spouse affair, economic difficulty. In a transitional stage in the life, many reasons such as the financial crisis, the death of parents, the extramarital affair and economic difficulties led to the disconnection from their original family and their spouses. In an adaptive phase, participants accepted the changed life at each turning point in their lives, carrying out their roles, compromising and trying to adapt properly. He said that their current life, which has entered the social safety net system of the people's basic recipients, has led him to live a more stable life and is adapting to personal hobbies and vicarious satisfaction through networks. This result is somewhat different from previous studies in which isolated elderly people were severely exposed to the risk of depression and loneliness. However, we should also consider the characteristics of this study that interviewed elderly people with relatively low isolation. Based on the results of this research, he presented various practical policy implications.

• Journal of Intelligence and Information Systems
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• v.23 no.3
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• pp.139-153
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• 2017

Corporate bankruptcy can cause great losses not only to stakeholders but also to many related sectors in society. Through the economic crises, bankruptcy have increased and bankruptcy prediction models have become more and more important. Therefore, corporate bankruptcy has been regarded as one of the major topics of research in business management. Also, many studies in the industry are in progress and important. Previous studies attempted to utilize various methodologies to improve the bankruptcy prediction accuracy and to resolve the overfitting problem, such as Multivariate Discriminant Analysis (MDA), Generalized Linear Model (GLM). These methods are based on statistics. Recently, researchers have used machine learning methodologies such as Support Vector Machine (SVM), Artificial Neural Network (ANN). Furthermore, fuzzy theory and genetic algorithms were used. Because of this change, many of bankruptcy models are developed. Also, performance has been improved. In general, the company's financial and accounting information will change over time. Likewise, the market situation also changes, so there are many difficulties in predicting bankruptcy only with information at a certain point in time. However, even though traditional research has problems that don't take into account the time effect, dynamic model has not been studied much. When we ignore the time effect, we get the biased results. So the static model may not be suitable for predicting bankruptcy. Thus, using the dynamic model, there is a possibility that bankruptcy prediction model is improved. In this paper, we propose RNN (Recurrent Neural Network) which is one of the deep learning methodologies. The RNN learns time series data and the performance is known to be good. Prior to experiment, we selected non-financial firms listed on the KOSPI, KOSDAQ and KONEX markets from 2010 to 2016 for the estimation of the bankruptcy prediction model and the comparison of forecasting performance. In order to prevent a mistake of predicting bankruptcy by using the financial information already reflected in the deterioration of the financial condition of the company, the financial information was collected with a lag of two years, and the default period was defined from January to December of the year. Then we defined the bankruptcy. The bankruptcy we defined is the abolition of the listing due to sluggish earnings. We confirmed abolition of the list at KIND that is corporate stock information website. Then we selected variables at previous papers. The first set of variables are Z-score variables. These variables have become traditional variables in predicting bankruptcy. The second set of variables are dynamic variable set. Finally we selected 240 normal companies and 226 bankrupt companies at the first variable set. Likewise, we selected 229 normal companies and 226 bankrupt companies at the second variable set. We created a model that reflects dynamic changes in time-series financial data and by comparing the suggested model with the analysis of existing bankruptcy predictive models, we found that the suggested model could help to improve the accuracy of bankruptcy predictions. We used financial data in KIS Value (Financial database) and selected Multivariate Discriminant Analysis (MDA), Generalized Linear Model called logistic regression (GLM), Support Vector Machine (SVM), Artificial Neural Network (ANN) model as benchmark. The result of the experiment proved that RNN's performance was better than comparative model. The accuracy of RNN was high in both sets of variables and the Area Under the Curve (AUC) value was also high. Also when we saw the hit-ratio table, the ratio of RNNs that predicted a poor company to be bankrupt was higher than that of other comparative models. However the limitation of this paper is that an overfitting problem occurs during RNN learning. But we expect to be able to solve the overfitting problem by selecting more learning data and appropriate variables. From these result, it is expected that this research will contribute to the development of a bankruptcy prediction by proposing a new dynamic model.

• KOREAN JOURNAL OF CROP SCIENCE
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• v.48 no.3
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• pp.135-138
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• 2003

Appropriate allocation of personal and financial resources of a research organization is important for the successful accomplishment of its goals. Direct-seeding of rice is a technology compatible with sustainable agriculturer and much research on the technology has been carried out in the research institutes of Rural Development Adminstration (RDA). We analyzed, with a special interest in research on rice direct-seeding technology, patterns of resource allocation in RDA by technology to evaluate congruency levels in research resource allocation. Research on direct-seeding technology had been focused on its fundamental field in the past. However, research to solve the practical difficulties encountered by farmers such as those in seedling establishment weed control, and water management practices, has been increased in recent years. Research resource allocation had largely been made to the projects for variety and seeding-technology development in the early years, however, allocation to the projects for the fertilization, weed control, and water management fields has been increased in recent years. Allocation of resources to the projects in soil management and seedling establishment categories was decreased, indicating that difficulties encountered by farmers in these fields were mostly solved. High congruency between economic outcome of research and allocation of resources by technology categories indicates a rational allocation of resources for research on direct-seeding of vice in RDA.

• Asian Pacific Journal of Cancer Prevention
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• v.15 no.12
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• pp.5063-5069
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• 2014

Background: Cancer is a disease which affects not only patients but also their families physically and emotionally. The purpose of this study was to determine the needs, challenges and ways of coping of caregivers of cancer patients. Materials and Methods: In the study, a phenomenological approach was used. Data were collected through semi-structured individual interviews. The study sample comprised 16 family members providing care for a cancer patient. Results: The study findings are grouped under four main themes: the impact of caregiving, masking feelings, experienced challenges and expectations, and coping. During the caregiving process, patient relatives are affected physiologically, psychologically and socially. It was determined that patient relatives hid their feelings and avoided talking about the disease for fear that they might upset the patient, and that they had difficulty in coping with the patient's reactions during the treatment process. Family members had difficulties arising from the health system, hospital conditions and treatment in addition to transportation and financial problems. Support is very important in coping, but it was determined that some of the relatives of patients did not receive adequate support. Patient relatives expect that health care professionals should provide them with more information about their patient's condition and the course of the disease that their patients should be dealt with by the physicians specialized in cancer, and that psychological support should be provided both for them and for their patient. Conclusions: During the caregiving process, family members are faced with many difficulties and they exhibit different coping behaviors which health care professionals should take into account.

• Korean Journal of Health Education and Promotion
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• v.12 no.1
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• pp.72-82
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• 1995

The purpose of this study was to review health and adjustment issues of Korean students in the context of international students' health in the United States. The number of international students studying in the United States has increased. In addition, more and more Koreans come to the United States for education. Korean students formed the fifth largest international group found on American campuses. As more and more international students study on American campuses, their health needs and problems became a concern to health professionals. Most health problems international students experience are stress related and psychosomatic. These students also have difficulties in using health care services. International students face barriers to obtaining health care because of differences in language and differences in cultural beliefs toward health. Korea manifests an eastern culture which is quite different from the western culture, so many Korean students studying in the United States experience difficulties in adjustment and using health care services. The study on the needs of Korean students in the U.S. reviewed in this research was a survey of 105 Korean students at the Pennsylvania State University, 1990. Korean students' health problems included stress, colds, fatigue, and headaches. Homesickness, financial problems, and academic problems were also important problems the Korean students faced. Korean students usually did not participate in any activities with Americans as much as with Koreans. Most Korean students did not participated in any health education workshops held on campus. This may be because the students had not participated previously in health education workshops conducted on campuses in Korea. Korean student's confidence with the English language appeared to be an important variable in using or not using the university health services. University health professionals in the United States need to develop better information system for international students so that they may better use the health services provided on campus. Also, university health professionals working on campuses in Korea need to put more attention on health of college students and provide on-campus health education workshops which meet the student's needs.

• Journal of the Korean Society of Fisheries and Ocean Technology
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• v.29 no.4
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• pp.260-271
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• 1993

Due to depletion of fish resources as time goes on, the trawl fishing industries which have caught the demersal fish is confronting with financial difficulties. For the purpose of breaking these difficulties, trawlers are expanding the fishing targets to the midwater from bottom stock. The trawlers become to be able to detect the fish schools not only vertical but also horizontal direction by equipping the sonar system on board. Even though the operator locates the fish school by sonar, it is not easy to make a desirable catch of the fish school which is detected, for the reason of the maneuverring characteristics of trawler. For the purpose of enhancing the efficiency of a fish catch, the auther performed a series of on board experiments to investigate the maneuverablilites of midwater trawaler. The obtained results are summerized as follows: 1. The higher the RPM of main engine, the smaller the magnitude of turning circle. And it is smaller in the right than in the left turning 2. Towing speed varies irregularly under turning novenment. When the RPM of main engine being 560, 680 the angular velocities are 11.3deg/min, 22.5deg/min respectively. 3. The difference of new course distance between calculated by maneuverring indices and measured by experimental ship is high when altering course being large and towing speed low. 4. The faster the towing speed is, the shorter the new course distance becomes. When towing speed is same in right and left turning movement, the now course distance is shorter in case of right turning movement than in left. 5. It is considered to be convenient for a navigator to utilize the curves for altering course in order to steer the ship rapidly and accurately.

• Proceedings of the Korea Committee for Ocean Resources and Engineering Conference
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• 2004.11a
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• pp.108-113
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• 2004

Marinas are often located in prime port side locations. hi Korea these locations are already developed and reclamation of the existing properties poses many difficulties and financial overhead. Also, to develop a standard marina in Korea with tide ranges up to 6 meters would require considerable dredging and reclamation works needing long lead times and large SOC costs. The Ocean Space's floating marina system is an independent offshore floating static level system that does not require fixed location breakwaters. The entire marina floats with the tide giving a calm consistent berthing condition for vessels irrespective of the surrounding tide and weather conditions. The floating marina system provides also for all of functions needed to marina comprising a breakwater to protect the vessels, the pontoon system to house the vessels, a dub house and retail tourism precinct, fuel reservoir and associated support facilities in a turn key self contained unit. The modular nature of the system will mean that initial demand can be met with simple units and then further modules can be added quite easily without the related expansion difficulties or infrastructure. This paper contains the main characteristics of the floating marina system and tire design process of the structure. The mooring, motion & stability analysis, the overall & local structural design and the mooring & anchor system design are introduced in this paper.

• Journal of the Korean Home Economics Association
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• v.38 no.4
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• pp.117-196
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• 2000

The purpose of the study was to provide ground information to develop social adjustment programs for North Korean residents who might migrate into South Korea when free transmigration is allowed in the process of reunification. For this purpose, two research methods were employed. First, depth interviews for 10 North Korean defectors were used to find out their social adjustment realities and problems. In addition, empirical survey research was carried out with 397 subjects to identify South Koreans'altitude toward North Korean defectors and the willingness to support them financially and emotionally. North Korean defectors's social adjustment problems were approached based on lifestyle. The depth interviews revealed that difficulties the defectors had experienced at first were mainly in the aspect of consumption caused by lack of understanding about capitalism. However, they could overcome difficulties and assimilate their ways of living to those of South Koreans soon. Other adjustment problems in family living and child rearing especially related with values had more complicated issues. Results of the empirical survey showed that South Koreans' level of interest in defecters was moderate but they thought them rather positively, sympathetically. Concerning supports, South Koreans were agreeing with governmental support more with emotional support than financial support by individuals. In conclusion, present formal education programs provided to defectors were not effective enough for them to team South Korean living culture. To learn by living with interactions with South Koreans was one of the best policies to help defectors' adaptation. Findings that South Koreans were willing to help them emotionally matched and balanced with defectors' needs.