• Annual Conference on Human and Language Technology
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• 2023.10a
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• pp.525-530
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• 2023

최근 소셜 네트워크 서비스(SNS) 및 모바일 서비스가 증가함에 따라 사용자들은 다양한 종류의 위험에 직면하고 있다. 특히 온라인 그루밍과 온라인 루머 같은 위험은 한 개인의 삶을 완전히 망가뜨릴 수 있을 정도로 심각한 문제로 자리 잡았다. 그러나 많은 경우 이러한 위험들을 판단하는 시점은 사건이 일어난 이후이고, 주로 법적인 증거채택을 위한 위험성 판별이 대다수이다. 따라서 본 논문은 이러한 문제를 사전에 예방하는 것에 초점을 맞추었고, 계속적으로 발생하는 대화와 같은 event를 실시간으로 감지하고, 위험을 사전에 탐지할 수 있는 Real-Time Early Risk Detection(RERD) 문제를 정의하고자 한다. 온라인 그루밍과 루머를 실시간 조기 위험 감지(RERD) 문제로 정의하고 해당 데이터셋과 평가지표를 소개한다. 또한 RERD 문제를 정확하고 신속하게 해결할 수 있는 강화학습 기반 새로운 방법론인 RT-ERD 모델을 소개한다. 해당 방법론은 RERD 문제를 이루고 있는 온라인 그루밍, 루머 도메인에 대한 실험에서 각각 기존의 모델들을 뛰어넘는 state-of-the-art의 성능을 달성하였다.

• Journal of Intelligence and Information Systems
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• v.24 no.4
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• pp.171-196
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• 2018

With the development of the web, two-way communication and evaluation became possible and marketing paradigms shifted. In order to meet the needs of consumers, web design trends are continuously responding to consumer feedback. As the web becomes more and more important, both academics and businesses are studying consumer emotions and satisfaction on the web. However, some consumer characteristics are not well considered. Demographic characteristics such as age and sex have been studied extensively, but few studies consider psychological characteristics such as regulatory focus (i.e., emotional regulation). In this study, we analyze the effect of web style on consumer emotion. Many studies analyze the relationship between the web and regulatory focus, but most concentrate on the purpose of web use, particularly motivation and information search, rather than on web style and design. The web communicates with users through visual elements. Because the human brain is influenced by all five senses, both design factors and emotional responses are important in the web environment. Therefore, in this study, we examine the relationship between consumer emotion and satisfaction and web style and design. Previous studies have considered the effects of web layout, structure, and color on emotions. In this study, however, we excluded these web components, in contrast to earlier studies, and analyzed the relationship between consumer satisfaction and emotional indexes of web-style only. To perform this analysis, we collected consumer surveys presenting 40 web style themes to 204 consumers. Each consumer evaluated four themes. The emotional adjectives evaluated by consumers were composed of 18 contrast pairs, and the upper emotional indexes were extracted through factor analysis. The emotional indexes were 'softness,' 'modernity,' 'clearness,' and 'jam.' Hypotheses were established based on the assumption that emotional indexes have different effects on consumer satisfaction. After the analysis, hypotheses 1, 2, and 3 were accepted and hypothesis 4 was rejected. While hypothesis 4 was rejected, its effect on consumer satisfaction was negative, not positive. This means that emotional indexes such as 'softness,' 'modernity,' and 'clearness' have a positive effect on consumer satisfaction. In other words, consumers prefer emotions that are soft, emotional, natural, rounded, dynamic, modern, elaborate, unique, bright, pure, and clear. 'Jam' has a negative effect on consumer satisfaction. It means, consumer prefer the emotion which is empty, plain, and simple. Regulatory focus shows differences in motivation and propensity in various domains. It is important to consider organizational behavior and decision making according to the regulatory focus tendency, and it affects not only political, cultural, ethical judgments and behavior but also broad psychological problems. Regulatory focus also differs from emotional response. Promotion focus responds more strongly to positive emotional responses. On the other hand, prevention focus has a strong response to negative emotions. Web style is a type of service, and consumer satisfaction is affected not only by cognitive evaluation but also by emotion. This emotional response depends on whether the consumer will benefit or harm himself. Therefore, it is necessary to confirm the difference of the consumer's emotional response according to the regulatory focus which is one of the characteristics and viewpoint of the consumers about the web style. After MMR analysis result, hypothesis 5.3 was accepted, and hypothesis 5.4 was rejected. But hypothesis 5.4 supported in the opposite direction to the hypothesis. After validation, we confirmed the mechanism of emotional response according to the tendency of regulatory focus. Using the results, we developed the structure of web-style recommendation system and recommend methods through regulatory focus. We classified the regulatory focus group in to three categories that promotion, grey, prevention. Then, we suggest web-style recommend method along the group. If we further develop this study, we expect that the existing regulatory focus theory can be extended not only to the motivational part but also to the emotional behavioral response according to the regulatory focus tendency. Moreover, we believe that it is possible to recommend web-style according to regulatory focus and emotional desire which consumers most prefer.

• Korean Security Journal
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• no.40
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• pp.57-86
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• 2014

As the revision of Building Code including applying crime prevention design to buildings passed recently and target hardening ought to be evidence-based, we studied the Modus Operandi (MO) and intrusion tools of domestic burglary to earn basic data for improvement of crime prevention hardware in the future. To be specific, we reviewed related academic literature and police official statistics of domestic burglary critically and interviewed detectives in charge of burglary to specify and categorize MO and tools. We can derive some implications from research findings, including improvement of the statistical system for the MO of burglary, active sharing of the MO of burglary among the criminal justice agencies and related industries and experts. Also, crime prevention advice and education for the local residents focused on MO of burglary can be recommended. Based on this research, to enhance the level of community safety significantly, performance tests of crime prevention hardware such as security doors and windows etc. and the study on related certification system should be vitalized.

• The Journal of the Convergence on Culture Technology
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• v.4 no.2
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• pp.33-42
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• 2018

The Patient Safety Act was enacted on July 26, 2016. Patient safety law is a method to prevent harm by collecting and accumulating various errors through the reporting system. Therefore, in order for this law to be successfully implemented, it is necessary to vitalize 'the autonomous reporting and reporting learning system of patient safety accidents'. And In order for this system to be activated, a large amount of reporting data accumulation is a prerequisite. Nevertheless, there were only two reports in about 17 months. In this paper, I will criticize the validity of the current autonomous reporting system and the two proposed amendments, I would like to propose the introduction of a partial obligation reporting system.

• Korean Journal of Social Welfare
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• v.65 no.1
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• pp.127-146
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• 2013

The elderly suicide has become a social problem, and the need for academic and practice-based knowledge for preventing elderly suicide has been addressed. Unlike previous literature focusing on identifying risk factors, this study aimed to address protective ones which help to overcome suicidal behavior among older adults. The purpose of this qualitative study was to understand how older adults get over being suicidal and get back to life, and to identify what helps them during the process. Both in-depth interviews with 35 elderly with suicide attempts and field notes were analyzed through thematic analysis. The older adults described a pathway to rediscovering a 'will to live' that was related to a 'mind's incline' and included two kinds of protective factors. Based on the findings, it addresses the implication for the elderly suicide prevention utilizing protective factors.

• Korean Journal of Social Welfare
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• v.59 no.1
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• pp.353-379
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• 2007

The purpose of this study is to develop and evaluate a school-based alcohol and delinquency prevention program. The program emphasizes the acquisition of skills to effectively deal with peer pressure specific to alcohol use and delinquency as well as to build more healthy relationships with both parents and friends. The program was operated by social workers in a middle school in Seoul for almost 2 months. The program produced positive results. That is, students' drinking frequencies, the level of positive alcohol expectancies, and the level of delinquency have been lowered. Finally, this study suggests that the length of the program be extended and the program be replicated by future social work practitioners and researchers in order to make the program more effective.

• The Journal of The Korea Institute of Intelligent Transport Systems
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• v.20 no.3
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• pp.59-73
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• 2021

There are many lives lost due traffic accidents, and which have not decreased despite advances in technology. In order to prevent traffic accidents, it is necessary to accurately forecast how they will change in the future. Until now, traffic accident-frequency forecasting has not been a major research field, but has been analyzed microscopically by traditional methods, mainly based on statistics over a previous period of time. Despite the recent introduction of AI to the traffic accident field, the focus is mainly on forecasting traffic flow. This study converts into time series data the records from 1,339,587 traffic accidents that occurred in Korea from 2014 to 2019, and uses the AI algorithm to forecast the frequency of traffic accidents based on driver's age and time of day. In addition, the forecast values and the actual values were compared and verified based on changes in the traffic environment due to COVID-19. In the future, these research results are expected to lead to improvements in policies that prevent traffic accidents.

• Korean Journal of Culture and Social Issue
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• v.14 no.1_spc
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• pp.255-272
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• 2008

When observing the subjects and seriousness of Korea's Wang-ta, it is urgent that we know the characteristics of Wang-ta and its conditions. In this study, we investigated the definition of Wang-ta, which partly differs from bullying. Also, the phenomenal characteristics of collectivism, the victimization of an individual once stigmatized in the Wang-ta process, the generalization of the Wang-ta process where bullies extend their territory into general students were examined. Moreover, external environment such as Korea's school environment, negative house environment, and collective culture were examined. The three general structures in researching Korea's Wang-ta were presented. The first structure consists of a bully, victim, and a bully-victim. The second structure focuses on the certain groups, which consists of followers, outsider, and the defender. The last structure deals with the psychological characteristics of the participant roles, which are the bully, reinforcer, assistant, defender, victim, and outsider. Wang-ta prevention programs, which reflects the characteristics of Wang-ta, are presented. Implications on future Wang-ta prevention programs are discussed.

• RED RIBBON
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• s.72
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• pp.9-11
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• 2006

후천성 면역 결핍 증후군(AIDS, Aquired Immune Deficiency Syndrome)과 사람 면역결핍 바이러스 (HIV, Human Immunodeficiency Virus)관련 질환은 1981년 처음 AIDS가 보고된 이래 전 세계적으로 인류의 건강을 위협하고 있는 공중보건학적 문제이다. 그동안 HIV/AIDS 관련 질환에 대한 치료들은 주로 감염 경로 차단 및 관련된 내과적 질환의 치료에 초점이 맞추어져 왔다. 그러나 AIDS 환자 본인뿐만 아니라 가족, 치료진들은 흔히 HIV 감염으로 인한 심리적인 어려움에서부터 HIV 전파 위험을 높이는 물질 오남용 문제, 우울증, 치매 같은 전형적인 정신과 질환 및 자살에 이르기 까지 다양한 종류의 정신건강 상의 문제들에 자주 직면한다. 이와 같은 신경정신과적 문제들은 치료 결과나 예후, 삶의 질 등에 영향을 미칠 수 있기 때문에 환자의 가족들은 AIDS로 인한 정신과적 질환이나 현상들에 대해 잘 이해하고 적절하게 대처할 필요가 있다.

• Vending industry
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• v.2 no.7 s.8
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• pp.55-59
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• 2003

담배자판기에 성인인증장치를 부착하도록 하는 국민건강증진법 개정안이 국회를 통과했다. 담배자판기 전면 철거안을 들고 나왔던 보건복지위원회는 지난 6월 30일 국회 본회의를 통해 자동판매기에 의한 담배판매를 완전히 금지하는 것은 지나친 규제이므로, 청소년 흡연예방의 목적을 달성하면서 그 제한을 최소한으로 할 수 있도록, 현행과 같이 제한된 장소에서만 설치하되 담배자동판매기에 성인인증장치를 부착하도록 하는 수정안을 통과 시켰다. 이로서 그간 존폐위기에 까지 몰렸던 담배자동판매기는 그 성인인증장치 부착을 통해 합법적인 설치 환경을 확보하게된 것이다. 그동안 관련 업계와 더불어 담배자판기 규제완화를 위해 많은 노력을 기울여 왔던 본 협회에서는 이번 성인인증담배자판기 합법화 조치로 인해 담배자판기 산업이 새롭게 재도약할 기회가 마련이 된 것으로 평가하고 있다. '시작은 미약하지만 끝은 창대하리라'는 성경의 구절처럼 이제 합법적인 명분을 확보한 담배자판기는 공공장소 흡연구역이외의 외부 로케이션까지 대상 로케이션을 확대해야 하는 과제를 안고 있다. 금호 정책초점에서는 성인인증담배자판기의 합법화를 위한 그간의 파란만장했던 과정과 이번 법률 개정이 산업에 미치는 영향, 그리고 앞으로의 과제에 대해 알아보는 시간을 마련했다