• The Journal of the Convergence on Culture Technology
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• v.5 no.4
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• pp.61-65
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• 2019

This study analyzed the post-training satisfaction level and changes in their thinking of 202 maladjusted soldiers who participated in Green Camp from 2017 to 2018 through survey, and the operational status of Green Camp to 350 military officials. In addition, general matters of military official, matters concerning soldiers entering the Green Camp, matters concerning the use of the Green Camp, and matters related to the consultation of soldiers in their relevant units were analyzed through technical statistics. On March 17, 2019, the Department of Defense identified 6,118 98.4% of the 6,214 maladjusted soldiers with active duty failed to complete military service and discharged, among them, 66% or 4,014 reportedly experienced maladjustment. Therefore, it is necessary to earlier identify soldiers who are discharged due to maladjustment, to apply various methods such as education and career guide by civil expert, to conduct timely education through civil professional hospital so that they can complete their military service normally.

• Journal of the Korea Society of Computer and Information
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• v.24 no.10
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• pp.195-203
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• 2019

Inadequate military soldiers cause military fatigue and rejection such as reduced confidence in the military and combat power. The military developed and applied a self-adopting test as a psychological test system to identify soldiers who are not fit to serve in the military in advance and prevent accidents. In this paper, we propose the ontology design process to be used for identifying accident concerns and implement the behavioral patterns and symptoms of maladjustment soldiers as ontology. The ontology design process is validated consistency and suitability as a result of the performance evaluation of ontology implemented. Through ontology design for identifying maladjustment soldiers, it is expected to play an effective role in preventing accidents by providing objective criteria and sharing of information on accident concerns.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.15 no.4
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• pp.1916-1922
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• 2014

This study focuses on observing the brain function characteristics of maladaptive soldiers, through EEG analysis. The number of subjects was 1,119 including 59 maladaptive soldiers, 60 normal soldiers and 1,000 civil youths. The EEG measurements were performed from Sep. 2013 to Jan. 2014. As a result of the study, first, the soldier group's BRQ, ATQ, EQ, ASQ and BQ values were significantly higher than civil youth's, on the contrary to SRQ, ACQ, CQ which were higher in civil youth group. Second, compared to normal soldiers, the values of EQ and BQ were meaningfully low in maladaptive soldiers group, as well as the average values of each 8 quotient. In conclusion, military service can be assumed to have a positive effect on brain function of all soldiers due to regular life cycle, usual physical activities and balanced nutrition, but less effect on maladaptive soldiers who are exempted from those strict life.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.8
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• pp.501-511
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• 2020

This qualitative research examined the experiences and patterns of military life of service maladaptive soldiers. The research site was the place where the soldiers of the A-adaptive soldiers' healing program were conducted, and the study period was conducted from September 2016 to December 2017. Maladaptive soldiers' military life experience pattern was analyzed, and their experience consisted of three domains (early domain after joining the army, middle domain after joining the army, and last domain where they failed to adapt themselves), five cultural themes, 12 categories, and 29 attributes. The cultural themes of maladaptive soldiers in their military life experiences were as follows: facing unfamiliar military culture, hardship, being left alone in a group, pain becoming unbearable, and the last choice of leaving a painful military life. Maladaptive soldiers attempted suicide after they failed to overcome the psychological pain, but they needed help during their early period of adaptation. Moreover, during their middle period of adaptation, they needed guidance for their immature coping strategies, and ultimately they had misperceptions about their death together with a pessimistic view about their life. These results are expected to be used as basic data for the development of mental nursing arbitration programs and suicide prevention projects to help service maladaptive soldiers.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.19 no.4
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• pp.329-341
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• 2018

This study was a qualitative study performed to understand the nature and structure of the suicide attempt process experienced by maladjustment soldiers. The survey participants targeted 10 soldiers who entered 'Camp Green' due to lack of duty by the 00 Corps of ${\bigcirc}{\bigcirc}$ Prefecture. Data were collected by individual in-depth interviews from October 2016 to September 2017 and analyzed using Colaizzi's phenomenological method. The suicide attempt process by maladjusted soldiers was delineated into four categories such as 'A prison without bars', 'Walk on eggshells', 'A pretentious series of life', and 'A life of desperation'; 9 theme clusters; and 25 themes. As a result, maladjusted soldiers had a generally negative experience related to military culture. Soldiers who fail to adapt to military culture will show extreme behavior unless they are able to overcome their depression. Unless specific understanding of the suicide attempt process is attained, the suicide prevention policies of mission-maladjusted soldiers will be ineffective. The results of this study hope to serve as the basis for a suicide prevention and nursing intervention program.

• The Journal of the Korea Contents Association
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• v.17 no.3
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• pp.633-642
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• 2017

The purpose of this study was to examine the effectiveness that group counselling by transactional analysis influence on personal competence and communication for maladaptive soldier. 8 participants were assigned to an experimental group and pre and post test was performed. Experimental group were given group counselling program by Transactional Analysis(TA) sessions during 4day, which one session offered for 240 minutes' 8 hour a day. To verify the effectiveness of the group counselling Wilcoxon Matched-Pairs Signed-Ranks Test was performed. The result revealed that group counselling by transactional analysis positively influence on personal competence(self-efficacy, positive character) for maladaptive soldier. This study has a meaning and great achievements to present the possibility of using this program in practical and clinical field, which significant improvement in personal competence, self-efficacy, positive character.

• Journal of Digital Convergence
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• v.13 no.1
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• pp.11-23
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• 2015

Recently the military is improving the policies of military culture for soldiers to lead a better military life. In this effect, 'division A' introduced 'goal-directed self development program'. This program is guiding the soldiers to set up personal mission in life not only in the military but also linked to the future, after being discharged from military service. Therefore the purpose of this research is to test the effect of this program on soldier's objective management, self esteem and satisfaction and to propose political strategies for creating healthier military culture. The research method was to compare and analyze the difference between two groups, 'division A'(experimental group), which operated the program, and 'division B'(controlled group) which did not operated the program. research targets were 488 soldiers in total, 257 soldiers in experimental group and 231 in controlled group. T-test(verification) and analysis of covariance was done with SPSS WIN 11.5 program with collected information. The result showed that the program has meaningful effect in every aspect mentioned above to the soldiers.

• Journal of Digital Convergence
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• v.14 no.11
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• pp.513-526
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• 2016

The purpose of this study was to examine internet addiction and maladaptation among soldiers and to ascertain how family function mediated among army soldiers. A questionnaire survey was conducted with 313 soldiers currently serving military service and was analysed using the structural equation model. The results were summarized as follows: Internet addiction had a direct effect on military adjustment and family function mediated military adjustment. Moreover, internet addiction had an indirect effect through family function, family function had a partial mediate effect on the relationship between internet addiction and military adjustment among army soldiers. Based on the findings, this study discussed the need to develop preventive and therapeutic programs to enhance army soldiers military adjustment.

• Korean Journal of Psychosomatic Medicine
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• v.27 no.2
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• pp.119-129
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• 2019

Objectives : The purpose of this study was to examine cognitive and psychological characteristics of patients who visited psychiatric outpatient clinic with military service suitability issues. Methods : Since January, 2017 to September, 2018, patients were recruited from the department of psychiatry of university hospital. Participants were diagnosed using DSM-5 criteria by board certified psychiatrists. And each of participants tested with K-WAIS-IV, K-SCL-95 by clinical psychologist. The data were analyzed using SPSS 18.0. Results : The results indicated 24.6% of the patients have significantly low level of intellectual functioning. and 10.8% of the patients have borderline level of intellectual functioning, and 26.3% of them were below average. The results of psychological characteristics showed patients have cautious and potentially dangerous level of depression, anxiety, agoraphobia, and suicidal idea. And PTSD subscale's mean score was above problematic level. Next, we divided patients into two groups based on question of whether the patient is eligible to serve in the military service or not arises from recruitment process or army training center. But two group didn't differ significantly. And for further analyses, we also divided patients into two groups based on if they got single psychiatric diagnosis or more than one psychiatric diagnosis. Conclusions : The results indicated that group which has coexisting psychiatric disorders were more depressed, had higher level of anger and aggression, and had more serious levels of suicidal ideas than single psychiatric diagnosis group. The implications and limitations were discussed along with some suggestions for the future studies.

• Journal of Intelligence and Information Systems
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• v.21 no.3
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• pp.1-17
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• 2015

In this paper, we report what we have observed with regards to a prediction model for the military based on enlisted men's internal(cumulative records) and external data(SNS data). This work is significant in the military's efforts to supervise them. In spite of their effort, many commanders have failed to prevent accidents by their subordinates. One of the important duties of officers' work is to take care of their subordinates in prevention unexpected accidents. However, it is hard to prevent accidents so we must attempt to determine a proper method. Our motivation for presenting this paper is to mate it possible to predict accidents using enlisted men's internal and external data. The biggest issue facing the military is the occurrence of accidents by enlisted men related to maladjustment and the relaxation of military discipline. The core method of preventing accidents by soldiers is to identify problems and manage them quickly. Commanders predict accidents by interviewing their soldiers and observing their surroundings. It requires considerable time and effort and results in a significant difference depending on the capabilities of the commanders. In this paper, we seek to predict accidents with objective data which can easily be obtained. Recently, records of enlisted men as well as SNS communication between commanders and soldiers, make it possible to predict and prevent accidents. This paper concerns the application of data mining to identify their interests, predict accidents and make use of internal and external data (SNS). We propose both a topic analysis and decision tree method. The study is conducted in two steps. First, topic analysis is conducted through the SNS of enlisted men. Second, the decision tree method is used to analyze the internal data with the results of the first analysis. The dependent variable for these analysis is the presence of any accidents. In order to analyze their SNS, we require tools such as text mining and topic analysis. We used SAS Enterprise Miner 12.1, which provides a text miner module. Our approach for finding their interests is composed of three main phases; collecting, topic analysis, and converting topic analysis results into points for using independent variables. In the first phase, we collect enlisted men's SNS data by commender's ID. After gathering unstructured SNS data, the topic analysis phase extracts issues from them. For simplicity, 5 topics(vacation, friends, stress, training, and sports) are extracted from 20,000 articles. In the third phase, using these 5 topics, we quantify them as personal points. After quantifying their topic, we include these results in independent variables which are composed of 15 internal data sets. Then, we make two decision trees. The first tree is composed of their internal data only. The second tree is composed of their external data(SNS) as well as their internal data. After that, we compare the results of misclassification from SAS E-miner. The first model's misclassification is 12.1%. On the other hand, second model's misclassification is 7.8%. This method predicts accidents with an accuracy of approximately 92%. The gap of the two models is 4.3%. Finally, we test if the difference between them is meaningful or not, using the McNemar test. The result of test is considered relevant.(p-value : 0.0003) This study has two limitations. First, the results of the experiments cannot be generalized, mainly because the experiment is limited to a small number of enlisted men's data. Additionally, various independent variables used in the decision tree model are used as categorical variables instead of continuous variables. So it suffers a loss of information. In spite of extensive efforts to provide prediction models for the military, commanders' predictions are accurate only when they have sufficient data about their subordinates. Our proposed methodology can provide support to decision-making in the military. This study is expected to contribute to the prevention of accidents in the military based on scientific analysis of enlisted men and proper management of them.