• Title/Summary/Keyword: 긍정적응답

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Emotion Analysis-Based AI Chatbot System Using GPT-3 and KoBERT (GPT-3와 KoBERT를 활용한 감정 분석 기반 AI 챗봇 시스템)

  • Junhyeon Kim;Mikyeong Moon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.367-368
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    • 2023
  • 최근 챗봇 시스템은 급격한 발전과 함께 사용자와 자연스러운 대화를 할 수 있는 인공지능 기술의 필요성이 대두되고 있다. 기존의 챗봇 시스템은 대화 상황을 충분히 이해하지 못하거나, 학습된 데이터를 벗어나는 문장에 대한 일관성 있는 응답을 제공하지 못하는 한계가 있다. 본 논문에서는 GPT-3와 KoBERT를 활용하여 사용자의 감정 상태를 파악하고 해당 감정을 고려한 일관성 있는 대화를 제공하는 감정 분석 기반 챗봇 시스템을 제안한다. 이를 바탕으로 긍정적인 대화를 이어 나가는데 초점을 두어 자연스러운 대화가 가능할 것으로 기대된다.

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Study on Students' Consciousness Regarding Their Plans after Graduation (경호학 전공 만족도와 진로의식 조사)

  • Kim, Chang-Ho
    • Korean Security Journal
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    • no.17
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    • pp.91-107
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    • 2008
  • This study aims to grasp the general conditions regarding university students in security related majors in Korea. Followings will be covered here: what motivated them to choose those majors, hw much are they git jobs through the education, what is their conscioucness on their majors, jobs, and courses like, and what effects their job preference. And ths study also aims at helping the student with their future plans such as admission to a school of higher grade and choosing their job. For this study, we distributed 340 copies to the students in security related majors at 4 four-year colleges and 1 two-year college, and collected 298 copies by means of quota sampling method. For collected questionnaires, we used individual T-test verification and one-way ANOVA analysis to grasp the situation. Significance stabdard for the test results was set as p<0.05. Followings are the test results. The results on analysis of satisfaction rate on their curriculums, classes, and majors show that students in security-related majors showed different satisfaction rate and different averages according to their sex and the year of the college. In the analysis on the relationship between major education and employment of students in security-related majors, the result of curriculum improvement and scholaril attainments analysis showed statistically significant relation. When students in security-related majors were surveyed on their consciousness of their future plans such as getting jibs, two-year college students had more certificates of qualification for employment than four-year college students.

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The Antecedents of eWOM Credibility and Its Impact on Secondary eWOM Intentions -Focused on the Moderating Effects of eWOM Involvement- (온라인 구전 신뢰성의 선행요인과 2차 구전의도에 미치는 영향 -온라인 구전 관여도의 조절효과를 중심으로-)

  • Zhang, Hai;Park, Ju-Sik
    • Management & Information Systems Review
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    • v.34 no.1
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    • pp.81-101
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    • 2015
  • This study considered eWOM communication not as persuasion process but as diffusion process and identified factors affecting eWOM spread. eWOM diffusion process can be divided into initial transmitting process and retransmission process. The current study analyzed the effects of informational traits(level of agreement, vividness, neutrality) of eWOM on the intention to retranmit eWOM and moderating effect of eWOM involvement. Research sample was gathered from young people because they are familiar with online communication process. Statistical analysis showed informational traits of eWOM all had a significant effects on the credibility of eWOM, credibility of eWOM influenced on the intention to retransmit eWOM significantly, and eWOM involvement moderated the relation between information traits of eWOM and the intention to retransmit eWOM. And then academic and managerial implication was discussed based on these findings.

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A Study on the Relationship Between Appropriateness of Education/Training for IT Professionals and Organizational Commitment: Moderating Effects of Top Talents Management and Organizational Trust (IT 전문직 근로자의 교육훈련 적정성과 조직몰입간의 관계에 대한 연구: 조직신뢰와 인재우대의 조절효과)

  • Han, Soo-Jin;Kim, Yoo-Jung;Kang, So-Ra
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.4
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    • pp.1557-1565
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    • 2012
  • The professional workers with a sophisticated knowledge, skill and ability are core human resources to sustain firm's competitiveness. It is very crucial to provide professional workers with an appropriate education and training to get them have organizational commitment. Thus, this study examines the relationship between appropriateness of education/training for IT professionals and organizational commitment, and explores the moderating effects that top talent management and trust have on the association between appropriateness of education/training (AET) and organizational commitment (OC). The 379 responses from firm panel survey of human capitals, which was conducted by KRIVET on 2009, were used to assess construct validity and research hypotheses. The findings show that appropriateness of education/training has a positive impact on organizational commitment. It is also found that respecting top talent has a moderating effect on the AET-OC relationship whereas trust doesn't moderate the AET-OC relationship.

A Study on the Perception of the Right to Vote of Persons with Developmental Disabilities in College Students: Based on the Experience of Disability Related Education (발달장애인 선거권에 대한 대학생의 인식 연구: 장애관련 교육경험 유무를 중심으로)

  • Lee, Woo-Jin;Kim, Tae-Gang
    • Journal of Digital Convergence
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    • v.16 no.2
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    • pp.65-71
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    • 2018
  • The purpose of this study is to examine the perception of the right to vote of persons with developmental disabilities in college students. College students attending in A University and B University in Gwangju Metropolitan City were selected using convenience sampling and 370 samples were finally analyzed. The results were as follows. First, the subjects who took a disability course had high perception of the right to vote of persons with developmental disabilities. Second, it was discovered that the more times people participated in the volunteer work related to disabilities, the more recognition they had on the voting rights of people with developmental disabilities. Third, the subjects who responded for the need for the political rights of persons with developmental disabilities had more positive perception of the right to vote of persons with developmental disabilities than those who did not responded. Based on the findings, it was suggested that methods should be investigated to establish positive attitude and perception of the right to vote of persons with developmental disabilities in persons without developmental disabilities including college students.

The Effects of Simulation-based Delivery Nursing Practice on Proactivity of Problem-solving, Clinical Performance and Team Efficacy in Nursing College Students (시뮬레이션기반 분만간호 실습이 간호대학생의 문제해결의 적극성, 임상수행능력, 팀효능감에 미치는 효과)

  • Eun Hee Seo
    • Journal of Industrial Convergence
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    • v.21 no.8
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    • pp.129-136
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    • 2023
  • The purpose of this study was to test the effects of simulation-based delivery nursing practice on proactivity of problem-solving, clinical Performance and team efficacy in nursing college students. This study conducted with a quasi-experimental one group pretest-posttest design. The subjects of the study were those who participated in the pretest-posttest survey among third graders in nursing who took a simulation-based delivery nursing practice class at S university in D city, and finally, data from 78 students who completed the survey were analyzed. Data collection was conducted from August 30, 2022 to October 28, 2022, and data were analyzed using SPSS 27.0 program. The findings suggest that simulation-based delivery nursing practice had a positive effect by significantly increasing on problem-solving proactivity, clinical performance ability, and team efficacy. However, There are limitations in generalizing the study results. therefore based on a sufficient number of samples, the effects should be verified through randomized controlled pre-and post-test and, To determine whether the effects are consistent, it will be necessary to follow up in the long term.

Usability Evaluation of XR Content for Production Training Through Word Cloud Analysis (워드클라우드 분석을 통한 제작공정 교육용 확장 현실 콘텐츠 사용성 평가)

  • Eeksu Leem
    • Journal of Advanced Navigation Technology
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    • v.28 no.4
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    • pp.574-581
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    • 2024
  • This study explores the usability of extended reality (XR) content tailored for production process training, with a focus on user experience. Participants engaged with extended reality training modules, and qualitative data was subsequently collected through interviews. These interviews evaluated the hardware, user interface, and overall user satisfaction. The analysis utilized python packages for keyword extraction and word cloud visualization, offering insights into user perceptions. The findings revealed that although the hardware was deemed comfortable, concerns were raised regarding its weight and heat emission. The interactive interface, which relies on hand tracking, encountered issues with recognition rates, leading to suggestions for alternative input methods. Users acknowledged extended reality's potential impact on industries like healthcare and education, sharing both positive and negative views on the technology. This research enhances our understanding of user responses and guides the future enhancement of extended reality content for industrial applications, aiming to improve its quality and practical usability

The Impacts of Perceived Stress and Empathy Ability on Altruistic Behavior of Freshman Nursing Students (간호대학 신입생의 지각된 스트레스와 공감능력이 이타행동에 미치는 영향)

  • Nam, Jeong-Hui;Park, Hyun-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.11
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    • pp.653-661
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    • 2018
  • This study was conducted to determine the impacts of perceived stress and empathy ability on altruistic behavior of freshman nursing students. Data were collected from 160 freshman nursing students between 24 November and 9 December 2016. A total of 154 questionnaires were analyzed using descriptive statistics, t-tests, one-way ANOVA, Pearson's correlation coefficient, and Stepwise multiple regression. The results showed that perceived stress had significant negative correlations with altruistic behavior (r=-0.178, p=0.028) as did positive perception, a subfactor of perceived stress (r=-0.347, p<0.001). However, empathy ability was significantly positively correlated with altruistic behavior (r=0.607, p<0.001). The factors influencing altruistic behavior included emotional empathy, cognitive empathy and positive perception, with emotional empathy being the most influential factor (${\beta}=0.320$), followed by cognitive empathy (${\beta}=0.312$), which together had an explanatory power of 41.6%. Moreover, there was a mediating effect of empathy ability in the relationship between positive perception and altruistic behavior. Overall, the results of this study indicate that the management of curricula for nursing college students should search for ways to reduce their perceived stress as well as increase their empathy ability in order to improve their altruistic behavior.

Efficient Automatic Image Annotation with Relevance Feedback (적합성 피드백을 적용한 효율적인 자동 이미지 키워드 연결)

  • Song, Ji-Young;Kim, Woo-Cheol;Kim, Seung-Woo;Park, Sang-Hyun
    • Annual Conference of KIPS
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    • 2005.11a
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    • pp.31-34
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    • 2005
  • 디지털 이미지의 양이 증가함에 따라 원하는 이미지를 정확하고 빠르게 찾을 수 있는 방법의 필요성이 증가하고 있다. 이미지 검색 방법으로는 이미지의 색상이나 명암과 같은 시각적 특성을 검색 조건으로 이용하는 내용 기반 검색과 이미지를 설명하는 키워드를 검색 조건으로 이용하는 키워드 기반 검색이 있다. 하지만 이러한 방법만으로는 사용자가 원하는 이미지를 정확하게 찾기 힘들다는 문제점이 제기되어 왔다. 따라서 최근에는 검색 도중 사용자의 응답을 받아 사용자의 요구를 파악함으로써 향상된 검색 결과를 제공하는 적합성 피드백에 대한 연구가 많이 진행되고 있다. 하지만 적합성 피드백을 이용하는 방법들도 원하는 결과를 얻기 위해서는 여러 번의 피드백을 필요로 하고 질의 수행이 완료된 후에는 얻어진 피드백 정보를 재사용하지 못한다는 단점이 있다. 따라서 본 논문에서는 이미지에 키워드를 연결한 후 사용자의 피드백 정보를 반영하여 키워드의 신뢰도를 조절함으로써 키워드 기반 이미지 검색의 정확도를 높일 수 있는 모델을 제안한다. 제안된 모델에서는 사용자로부터 피드백을 받은 이미지뿐만 아니라 긍정적 피드백을 받은 이미지들이 공통적으로 가지는 시각적 특성과 유사한 시각적 특성을 가지는 다른 이미지들까지도 키워드의 신뢰도를 조정함으로써 좀 더 빠른 시간 내에 검색 결과의 정확도를 높이도록 한다.

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Analysis on the Local Residents' Consciousness of Participation and the Direction of Policies (지역주민의 참여의식분석과 정책방향)

  • Ko, Seung-Hee
    • The Journal of the Korea Contents Association
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    • v.15 no.12
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    • pp.177-184
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    • 2015
  • This study aimed not only to analyze local residents' awareness of local government, basic functions related to local government main agent's participation, and residents' consciousness/will of participation, but also to seek for the policy direction for the residents' participation. In the results of the analysis, the positive responses to the awareness of local government, residents participation system, and the collection of opinions were low. The residents' participation can reduce the conflict of policies and increase the outcomes while it can also increase the residents' happiness through their interest in the region and personal participation in politics. In order to continuously and stably develop the local self-governing system in Korea, it is required to put efforts into reviewing and improving various issues like the change in the awareness of residents' participation and efficient management of the system.