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검색결과 686건 처리시간 0.026초

Ensemble-By-Session Method on Keystroke Dynamics based User Authentication

  • Ho, Jiacang;Kang, Dae-Ki
    • International Journal of Internet, Broadcasting and Communication
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    • 제8권4호
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    • pp.19-25
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    • 2016
  • There are many free applications that need users to sign up before they can use the applications nowadays. It is difficult to choose a suitable password for your account. If the password is too complicated, then it is hard to remember it. However, it is easy to be intruded by other users if we use a very simple password. Therefore, biometric-based approach is one of the solutions to solve the issue. The biometric-based approach includes keystroke dynamics on keyboard, mice, or mobile devices, gait analysis and many more. The approach can integrate with any appropriate machine learning algorithm to learn a user typing behavior for authentication system. Preprocessing phase is one the important role to increase the performance of the algorithm. In this paper, we have proposed ensemble-by-session (EBS) method which to operate the preprocessing phase before the training phase. EBS distributes the dataset into multiple sub-datasets based on the session. In other words, we split the dataset into session by session instead of assemble them all into one dataset. If a session is considered as one day, then the sub-dataset has all the information on the particular day. Each sub-dataset will have different information for different day. The sub-datasets are then trained by a machine learning algorithm. From the experimental result, we have shown the improvement of the performance for each base algorithm after the preprocessing phase.

Comparison between a 13-session and One-time Program on Korean Elementary, Middle and High School Students' Understanding of Nuclear Power

  • Han, Eun Ok;Choi, YoonSeok;Lim, YoungKhi
    • Journal of Radiation Protection and Research
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    • 제42권1호
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    • pp.56-62
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    • 2017
  • Background: To help future generations make accurate value judgments about nuclear power generation and radiation, this study will provide an effective education plan suitable for South Korea by applying and analyzing programs for the understanding of nuclear power within the diversely operated programs in the current Korean education system. Materials and Methods: This study analyzed the difference in educational effects by operating a 13-session regular curriculum for one semester and a one-session short-term curriculum from March to July 2016. Results and Discussion: As a result of operating a 13-session model school and a one-time educational program to analyze behavior changes against the traditional learning model, it was found that all elementary, middle and high school students showed higher acceptability of nuclear power in South Korea. The variation was greater for the model school than the short-term program. Conclusion: To prevent future generations from making biased policy decisions stemming from fear regarding nuclear power, it is necessary to bolster their value judgments in policy decisions by acquiring sufficient information about nuclear power generation and radiation through educational programs.

시각추적과제의 뇌자도 : 예비실험 (A Pilot MEG Study During A Visual Search Task)

  • 김성훈;이상건;김광기
    • Annals of Clinical Neurophysiology
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    • 제8권1호
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    • pp.44-47
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    • 2006
  • Background: The present study used magnetoencephalography (MEG) to investigate the neural substrates for modified version of Treisman's visual search task. Methods: Two volunteers who gave informed consent participated MEG experiment. One was 27- year old male and another was 24-year-old female. All were right handed. Experiment were performed using a 306-channel biomagnetometer (Neuromag LTD). There were three task conditions in this experiment. The first was searching an open circle among seven closed circles (open condition). The second was searching a closed circle among seven uni-directionally open circles (closed condition). And the third was searching a closed circle among seven eight-directionally open circles (random (closed) condition). In one run, participants performed one task condition so there were three runs in one session of experiment. During one session, 128 trials were performed during every three runs. One participant underwent one session of experiment. The participant pressed button when they found targets. Magnetic source localization images were generated using software programs that allowed for interactive identification of a common set of fiduciary points in the MRI and MEG coordinate frames. Results: In each participant we can found activations of anterior cingulate, primary visual and association cortices, posterior parietal cortex and brain areas in the vicinity of thalamus. Conclusions: we could find activations corresponding to anterior and posterior visual attention systems.

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입원 시 배우자 지지 강화 출산교육이 산부와 배우자의 분만자기효능감 및 분만경험지각에 미치는 효과 (Effects of a One Session Spouse-Support Enhancement Childbirth Education on Childbirth Self-Efficacy and Perception of Childbirth Experience in Women and their Husbands)

  • 엄소예;김은실;김현정;방양옥;전나미
    • 대한간호학회지
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    • 제42권4호
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    • pp.599-607
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    • 2012
  • Purpose: This study was conducted to evaluate the effect of a one-session spouse-support enhancement childbirth education on childbirth selfcefficacy and perception of childbirth experience. Methods: The design of this study was a nonequivalent control group pretest-posttest experiment. The participants in the study were 31 couples in the experimental group and 30 in the control group. The experimental couples were provided with one session on spouse-support enhancement childbirth education the night before delivery. Data were collected at two hours after delivery using the Childbirth Self-Efficacy Inventory (CBSEI) and perception of childbirth experience scale. Data were analyzed using PASW statistics 18 program. Frequencies, percentage, mean, $x^2test$, t-test were used for data analysis. Results: Childbirth self-efficacy significantly increased in the experimental group as compared to the control group, but there was no significant difference in perception of childbirth experience in the experimental group compared to the control group. Conclusion: The results suggest that a one-session childbirth education has beneficial effects on enhancing childbirth self-efficacy in pregnant couples. A one-session spouse-support enhancement childbirth education is recommended as an effective nursing intervention to promote couple's childbirth self-efficacy and it is also recommended that modifications of program to promote women's childbirth experience should be considered.

Multi-Sensory Environment and Agitated Behavior in Ageing Residents with Dementia

  • Lee, Sook-Young;Morelli, Agneta
    • Architectural research
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    • 제12권1호
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    • pp.1-8
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    • 2010
  • This research paper explores selected behavioral outcomes of a multi-sensory environment. An experimental study was conducted at a specialized facility for the ageing in Sweden. The objective was to explore the effects of agitated behaviors of ageing residents with dementia and to identify any short-term effects. Appointed nursing staff was instructed to record physically and verbally agitated behaviors on three occasions; pre-session, mid-session, and post-session. Over seven months, nine participants received sixty-one sessions in the multi-sensory room. ANOVA and Post hoc multiple comparisons were performed to identify the differences in mean between each session. Generally irritated/frustrated behavior and eating/drinking non foods revealed statistically significant differences, while there were no significant results in verbally agitated behavior. One short-term effect was observed in one agitated category; a reduction of generally irritated/frustrated behavior. These results suggest that the multi-sensory environment can have positive effects on some manifestations of agitated behavior. This study proposes that a multi-sensory environment may be recommended as an alternative intervention for physically agitated behavior among this category of residents. However, more research is needed to understand the specific effects and the best use of the multi-sensory environment for this population.

공황장애에서 1회기 집단인지행동치료의 효능 ; 예비 연구 (A Pilot Study of the Effectiveness of a Session of Group Cognitive Behavioral Therapy for Patients with Panic Disorder)

  • 장은진;정영은;서호준;채정호
    • 대한불안의학회지
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    • 제5권1호
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    • pp.36-41
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    • 2009
  • Objectives : The purpose of this pilot study was to investigate the potential clinical benefits a single group session of cognitive behavioral therapy in the treatment of patients with panic disorder. Methods : The study participants were 18 patients (14 males, 4 females; mean age=38.9 years), all of whom were assessed as meeting the DSM-IV-TR criteria for panic disorder. All participants attended one two-hour session of structured group cognitive behavioral therapy (CBT). Clinical symptoms was assessed before and eight weeks after the single therapy session using the Panic Disorder Severity Scale (PDSS). Results : Eight weeks after a single session of group CBT significant improvements were found in panic attack frequency, distress during panic attacks, severity of anticipatory anxiety, agoraphobic fear/avoidance, panic-related sensation fear/avoidance, impairment in work functioning, impairment in social functioning. Conclusions : One session of group CBT appears to be an effective treatment of panic disorder by reducing the severity of all symptoms assessed on the PDSS. An attempt should be made to replicate the findings of this pilot study in a larger and controlled, comparative clinical trial.

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N-스크린 서비스를 위한 세션 제어 및 관리 구조 (Session Management and Control Architecture for N-Screen Services)

  • 김재우;파만 울라;굴람 사와;이현우;이성창
    • 한국인터넷방송통신학회논문지
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    • 제13권2호
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    • pp.15-23
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    • 2013
  • 본 논문에서는 N-스크린 환경에서 세션 이관 및 분리을 통해 사용자의 이종의 단말 간 유동적으로 컨테츠를 이동하고, 서비스 단말을 변경 할 수 세션 제어 구조와 방안을 제안한다. N-스크린 서비스에서는 사용자가 스크린 해상도, CPU 능력, 액세스망 인터페이스 등이 다른 복수의 단말을 사용할 수 있다. 또한, 사용자가 서비스 사용 중 단말을 변경하거나, 한 명의 사용자가 다중 스트림(One User Multi Stream)을 사용할 수 있어야 하므로, 이종의 다중 단말 간 컨텐츠를 이동시키거나 서비스 단말을 변경할 수 있는 등의 N-스크린 서비스를 위한 구조와 서비스 방안이 필요하다. 본 논문에서는, N-스크린 환경에서 세션 분리 및 이관 등을 제어할 수 있는 세션 관리 및 제어를 위한 노드들을 제안하고, 이 노드들과 사용자들 간의 인터랙션을 통해 이종의 다중 단말간 유동적인 컨텐츠 이동과 서비스 단말 변경이 가능한 N-스크린 환경에 적합한 세션 제어 구조를 제안한다. 제안된 방안은 단말 사양에 맞추어 세션 이관의 지연을 최소화하고 또한 서버의 부하를 최소화하도록 한다. 시뮬레이션의 결과를 통해, 제안하는 구조를 와 방안에 대한 효율성 및 성능을 분석하였다.

은퇴자의 생활설계를 위한 교육 프로그램의 개발 (The Development of a Life Planning Program for Retired Elderly People)

  • 최보아;지영숙
    • 가정과삶의질연구
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    • 제22권6호
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    • pp.47-61
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    • 2004
  • The purpose of this study is to develop a life planning program for retired elderly people. This program is not a preparation program for elderly people prior to their retirement but a readjustment and re-planning their life after retirement. This program help retired elderly people to solve the life problem and set up a affirmative ones future image. Also this program pay regard to social, home backgrounds of this generation. The program consists of four session curriculums session 1 is entitled to &Make my future by oneself&, session 2 is &Enjoy healthy life as much as one can&, session 3 is &Have a heart for family& and session 4 is &Set up a mature old age&. A fled study has been conducted with ten retired elderly people who want to participated in the program voluntarily. 4 sessions each of which consists of 2 hours were performed at Korean Association of Retired Persons. Field test for program evaluation is designed to three steps: pre-test, post-test and one month follow-up test to measure the effectiveness of the program. According to evaluation results, the program shows a significantly positive effect on the improvement of elderly people's understanding about elderly life. At the one month follow-up assessment, the effect of program is still remained strongly even though there is a Partial slight increase or reduction which is not statistically significant. Most of the program participants have expressed high level of satisfaction with the program. For further study, we need various contents which are suited to larger group with diverse socio0-demographic backgrounds. At the same time, the program has diverse instruction methods which are pertinent to levels of participants. Also, the program needs to continuous adjustment to the next generation with their social, home backgrounds.

가정폭력 가해자를 위한 집단프로그램 개입에 관한 연구 (A Study on the Group Intervention for Family Violent Offenders)

  • 권진숙;전석균
    • 한국사회복지학
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    • 제44권
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    • pp.36-63
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    • 2001
  • The purposes of this study are to experiment a modified domestic conflict containment program (DCCP) which was initially development for developed by Dr, Neidig on 10 Korean offenders, and to provide practical basement for development of Korean offenders' group. This modified group program is based on cognitive-behavioral and communication theories. The group was leaded by 2 therapists, one female and one male, and continued 12 consecutive weeks, each week for 2 1/2 hours. The evaluation on the program is based on 4 different data: 1) intake form for spouse abuse, 2) group leader's summary on each session based on video taping and an analysis after each session with two probation officers in charge for the offenders, 3) clinical measurement for self esteem (ISE), 4) daily self report on each session and the final evaluation form by the group members. The result was shown consisently that this program achieved the purpose of this study across the all 4 data. Therefore, we suggest our experimental study will be able to provide a practical basement for future development of group treatment model for Korean offenders.

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Effectiveness of a Brief Physician Counselling Session on Improving Smoking Behaviour in the Workplace

  • Han, Yung Wen;Mohammad, Mohazmi;Liew, Su May
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권17호
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    • pp.7287-7290
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    • 2014
  • Background: Brief physician counselling has been shown to be effective in improving smokers' behaviour. If the counselling sessions can be given at the workplace, this would benefit a larger number of smokers. This study aimed to determine the effectiveness of a ten-minute physician counseling session at the workplace in improving smoking behaviour. Materials and Methods: This prospective randomised control trial was conducted on smokers in a factory. A total of 163 participants were recruited and randomised into control and intervention groups using a table of random numbers. The intervention group received a ten-minute brief physician counselling session to quit smoking. Stages of smoking behaviour were measured in both groups using a translated and validated questionnaire at baseline, one month and three months post intervention. Results: There was a significant improvement in smoking behaviour at one-month post intervention (p=0.024, intention to treat analysis; OR=2.525; CI=1.109-5.747). This was not significant at three-month post intervention (p=0.946, intention to treat analysis; OR=1.026; 95% CI=0.486-2.168). Conclusions: A session of brief physician counselling was effective in improving smokers' behaviour at workplace, but the effect was not sustained.