• The Journal of Korean Institute of Next Generation Computing
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• v.14 no.5
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• pp.53-59
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• 2018

Due to the recent developments in computer vision technology, complex actions can be recognized with reasonable accuracy in smart cities. In contrast, violence recognition such as events related to fight and knife, has gained less attention. The capability of visual surveillance can be used for detecting fight in streets or in prison centers. In this paper, we proposed a deep learning-based violence recognition method for surveillance cameras. A convolutional neural network (CNN) model is trained and fine-tuned on available benchmark datasets of fights and knives for violence recognition. When an abnormal event is detected, an alarm can be sent to the nearest police station to take immediate action. Moreover, when the probabilities of fight and knife classes are predicted very low, this situation is considered as normal situation. The experimental results of the proposed method outperformed other state-of-the-art CNN models with high margin by achieving maximum 99.21% accuracy.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.15 no.2
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• pp.970-978
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• 2014

Purpose of the study is to understand Men and Women highschool student's recognition of, attitude toward, and reaction to sexual violence in terms of men and women difference. The study data was collected from July 1st to 30th in 2013 from 563 highschool students in D city. SPSS 19.0 with percentage, real number and $x^2$_test is used to analyze the data. The result of the study is, the first, there is a significant difference in respondents' experience in sexual violence or harrassment. Secondly, different perspectives about including looking at the body insidiously, forcing lascivious writing or picture, sexual jokes, vulgar expression about appearance, or intentional body contacts in public transportation vehicles to the concept of sexual violence are found between boys and girls. Lastly, different recognitions, attitudes and reactions were produced according to the place and time of the sexual violence, victim-attacker relationship, the cause of the sexual violence, and attitude toward the victim when rescue.

• Journal of Digital Contents Society
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• v.16 no.1
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• pp.25-32
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• 2015

With the increased frequency of crime such as assaults and sexual violence, the reliance on CCTV in arresting criminals has increased as well. However, CCTV, which should be monitored by human labor force at all times, has limits in terms of budget and man-power. Thereby, the interest in intelligent security system is growing nowadays. Expanding the techniques of an objects behavior recognition in previous studies, we propose a system to detect forms of violence between 2~3 objects from images obtained in CCTV. It perceives by detecting the object with the difference operation and the morphology of the background image. The determinant criteria to define violent behaviors are suggested. Moreover, provable decision metric values through measurements of the number of violent condition are derived. As a result of the experiments with the threshold values, showed more than 80% recognition success rate. A future research for abnormal behaviors recognition system in a crowded circumstance remains to be developed.

• International journal of advanced smart convergence
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• v.8 no.4
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• pp.9-15
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• 2019

The government has defined domestic violence as one of the four major social evils and tried to prepare laws and systems to prevent it. Nevertheless, domestic violence has emerged as a serious social issue, and compare to the number of domestic violence cases that are constantly increasing, the report rate of domestic violence is significantly lower. This suggests the need to improve citizens' perception of domestic violence as the issue to solve it together in society, not as a private matter at home. Most of existing contents for preventing domestic violence and improving awareness are simple viewing forms of video contents, which have little effect on recognition. We aim to confirm the possibility of improving social awareness about domestic violence by producing Virtual Reality (VR) contents that have great features of user's immersion and empathy. In this VR content, the user can interact with various objects in the virtual reality of domestic violence and directly or indirectly experience the victim's position. Users who view the violent environment from the victim's point of view can have a subjective empathy for the problem, which is expected to induce more active awareness about domestic violence.

• International Journal of Advanced Culture Technology
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• v.11 no.1
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• pp.270-275
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• 2023

The government has defined domestic violence as one of the four major social evils and tried to prepare laws and systems to prevent it. Nevertheless, domestic violence has emerged as a serious social issue, and compare to the number of domestic violence cases that are constantly increasing, the report rate of domestic violence is significantly lower. This suggests the need to improve citizens' perception of domestic violence as the issue to solve it together in society, not as a private matter at home. Most of existing contents for preventing domestic violence and improving awareness are simple viewing forms of video contents, which have little effect on recognition. We aim to confirm the possibility of improving social awareness about domestic violence by producing Virtual Reality (VR) contents that have great features of user's immersion and empathy. In this VR content, the user can interact with various objects in the virtual reality of domestic violence and directly or indirectly experience the victim's position. Users who view the violent environment from the victim's point of view can have a subjective empathy for the problem, which is expected to induce more active awareness about domestic violence.

• Journal of English Language & Literature
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• v.57 no.5
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• pp.787-812
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• 2011

This essay aims to explore Herman Melville's recognition and resolution of the vicious link between law and violence in his posthumous Billy Budd, Sailor (1924). In order to investigate the issues, this essay refers to Freud, Benjamin, Derrida, Lacan, and Žižek, all perceptive to the uncanny affinity of law and violence. Especially, Žižek's arguments of "superego" as an embodiment of cruel and destructive violence supplementing the official law and of "love" as an ethical possibility beyond the limit of the problematic law are introduced in this study to make Melville's reflection of the inseparableness between law and violence much clearer. John Claggart and Captain Vere embody the legal (superegoic) violence. Claggart even procurs secret enjoyment, in the name of maintaining positive law. Billy Budd discloses another violence defending his justness according to natural law. However, Melville suggests the possibility of suspending the problematic tie of law/violence through "love," as portrayed at the last part of the story. The two final words from Billy and Vere, as a sort of delayed dialogue between them after the event of their secret interview before Billy's hanging, suggest that they finally distance from the obscene nightly law of superego-respectively from outward punitiveness toward Vere and from inward punishment for Vere's excessive enforcement of Billy's hanging-and identify each other's lack as their own. Their love implicated in the last words is for the real other-in Lacan's sense-who discloses the constitutive lack or incompleteness of beings and aporia of the law. This essay's examination of Melville's representations about the superegoic violence as the (im-)possible condition of law and the possibility of withdrawing from it would help us recognize Billy Budd, Sailor as the author's own last word for the possible vision of love cutting the vicious knot of law/violence.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.7
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• pp.244-254
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• 2020

The purpose of this study was to analyze the differences in dating violence perception of dating violence perception of university students. As a research tool, CTS2 was used as a measure of dating violence, a measure developed by Kim(1999) was used, and a measure of dating violence by Jeong(2013) was used. Data analysis was performed using independent sample t-test and multi-variate analyses. The results are summarized as follows. First, female students showed higher differences in total violence against violence and psychological violence than boys, while boys showed higher physical violence than girls. Health majors were significantly higher in total dating violence and psychological violence than students in humanities and social sciences. There was no significant difference in dating violence offenses with or without sexual experience. Only psychological violence showed an interaction effect between gender and sex experience. Second, female students were significantly higher than male students with significant differences in recognition and sub-factors. Health majors were significantly higher in both date violence perception and lower factors than humanities and social sciences. Students without sexual experience perceived overall dating violence more than students with sexual, physical and cyber violence being significantly higher.

• Journal of Convergence for Information Technology
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• v.10 no.9
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• pp.164-172
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• 2020

The purpose of this study was to analyze the effect of male university student perceptions of dating violence on dating violence abuse behavior and damage behavior. The subjects of the study were 233 students from six departments at U University located in Chungbuk. As a research instrument, Haeun Yoon's(2013) instrument was used to recognize dating violence, and CTS2 was used as a instrument for harassment and damaging behavior of dating violence. For data analysis, correlation analysis between dating violence perception and damage behavior was performed, and regression analysis was performed to determine the effect of dating violence perception on dating violence harassment and damage behavior. First, it was shown that there was a significant negative correlation between the harassment behavior or damage behavior and perception of dating violence in male university students. Second, it was found that the recognition of dating violence had a significant negative effect on the harassment behavior and damage behavior of dating violence. The results of the research could be used as basic data to develop a dating violence prevention program.

• Journal of Digital Convergence
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• v.14 no.7
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• pp.29-36
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• 2016

This study aimed to examine differences in the academic achievement depending on general characteristics of adolescents, and to verify the predictors influencing them according to school levels. For the study, 555 adolescents were surveyed at B county of Gyeongbuk province in September 2015. The results were as follows. First, it was found out that the adolescents' academic achievement was different depending on school level, family type, and economic status. Second, the predictors of the academic achievement in middle school students were self-esteem, age, number of friend, and aggression. Third, the predictors of the academic achievement in high school students were self-esteem, age, school level, and violence recognition. Based on these results, the ways to improve the academic achievement were suggested.

• Journal of Korean Academy of Nursing
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• v.34 no.6
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• pp.913-923
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• 2004

Purpose: This study was to explore health experiences of victims of sexual violence reflected in Newman's health as expanding consciousness theory. Method: Nurse as researcher use Newman's praxis methodology because it is good for showing the process of interaction between researcher and sexual abuse victims. Results: The significant characteristics of early health experiences during negative situations were a lot of suffering. However, after a turning point in health experience, the health experiences of most of the participants evolved as expanding consciousness. Conclusion: The study has provided support for Newman's theory of health. Most of the participants recognised meanings in their patterns and trustful caring relationships with the nurse as researcher. Pattern recognition as a nursing practice was a meaningful transforming process in the participant-nurse partnership.