• 제목/요약/키워드: confidence factor

검색결과 1,056건 처리시간 0.023초

A Method for Service Evaluation Based on Fuzzy Theory for Cloud Computing

  • Guo, Liangmin;Luo, Yonglong;He, Xiaokang;Hu, Guiyin;Dong, Yan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권4호
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    • pp.1820-1840
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    • 2017
  • Aiming at the phenomenon of false information issued by service providers in cloud computing environment, a method for service evaluation based on fuzzy theory is put forward in this paper. According to the quality of services provided by cloud service providers and their behavior during interactions, a trust relationship between cloud service providers and cloud service consumers is established, which can be quantified by using fuzzy theory. The quality of services is evaluated by drawing on the trust relationship. In our method, the recommendation credibility of a cloud service consumer is determined through behavior similarity with evaluators and a praise factor. The introduction of the praise factor better suits the phenomenon of a high-quality service getting more repeat customers. The negative impact of dishonest customers is reduced, and the accuracy of trust and cloud service quality evaluation is improved by introducing a confidence factor that can be dynamically adjusted. The experimental results show that our method can effectively and accurately evaluate the trust value and service quality of providers, while weakening the influence of dishonest consumers, and quickly detect dishonest service providers. This is beneficial for consumers trying to find high quality service providers for similar services.

Relationship between BrACs and BACs of Healthy Koreans for BAIIDs

  • SeungHwan Yi;BeomWoo Nam;Jeong-seok Seo
    • 센서학회지
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    • 제33권1호
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    • pp.1-6
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    • 2024
  • This study aims to suggest the partition ratio (Q-factor) of healthy Koreans and the comparison results of breath alcohol concentration (BAC) measurements using two methods (photoacoustic and electrochemical methods) for developing breath alcohol ignition interlock devices (BAIIDs). Given the relationship between BACs and BrACs and the Q-factor, the alcohol metabolism of healthy Koreans (96 males and 91 females) is revealed for understanding the digestion of alcohol and surveying the fundamental data of alcohol-related problems, CO2 concentrations vs. alcohol concentrations, and the performance of alcohol sensors in the marketplace. The average Q-factor of healthy Korean males and females are 1,913 (95% confidence interval from 1,889-1,937) and 1,991 (95% confidence interval from 1,945-2,036). Photoacoustic measurements could be applied to predict the BACs of drinkers, which is confirmed by the Bland-Altman plots presented in this study. The biases based on the partition ratios (Q=1,913 and Q=1,991) in the Bland-Altman plots were -0.0004% (95% CI from -0.0011 to +0.0003% for males) and -0.0017% (95% CI from -0.020 to +0.017% for females).

요양병원 간호사의 장루관리에 관한 지식, 수행자신감 및 교육요구도 (The Knowledge and Performance Confidence of, and Educational Needs on Ostomy Care among Nurses in Long-Term Care Hospitals)

  • 양남영;이혜란
    • 근관절건강학회지
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    • 제26권3호
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    • pp.270-280
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    • 2019
  • Purpose: The purpose of this study was to identify the levels of knowledge and performance confidence of, and educational needs on ostomy care among nurses in long-term care hospitals. Methods: The participants were 97 nurses from D and C cities. Data were collected from September 6~26, 2019, with self-reported questionnaires including general characteristics, knowledge and performance confidence of, and educational needs on ostomy care. Data were analyzed by using descriptive statistics, t-tests, ANOVAs, Pearson correlation coefficients, and multiple regression analysis. Results: The correct rate of knowledge of ostomy care was 60.1%. In addition, performance confidence of ostomy care was low, while educational needs on ostomy care were high. The knowledge of ostomy care was identified as a factor influencing in educational needs on ostomy care (β=-0.69, p<.001). It explained 42.0% of the variation in educational needs on ostomy care. Conclusion: There are nursing needs about ostomy care for older cancer patients in long-term care hospitals. Thus educational programs of ostomy care that are suitable to apply to the long-term care hospitals are necessary to develop for enhancing nursing capacity.

Evaluation of Allowable Bending Stress of Dimension Lumber; Confidence Levels and Size-adjustment

  • Pang, Sung-Jun;Lee, Jun-Jae;Oh, Jung-Kwon
    • Journal of the Korean Wood Science and Technology
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    • 제41권5호
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    • pp.432-439
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    • 2013
  • The aim of this study was to investigate the processes for evaluating the allowable bending stress. The confidence levels and the size-adjustment in standards were reviewed with experimental data. The results show that, (1) KS F 2152 was more strict than others overseas standards due to the higher confidence level. The 5% NTL of bending strengths by a method in KS F 2152 were lower than the overseas standards and more specimens were required for evaluating the structural properties according to KS F 2152. (2) Due to the absence of size-adjustment method in domestic standards, the specified size and the exponential parameters on the size-adjustment equation were reviewed by size factors. The specified size (width: 286 mm, length: 6096 mm), and the exponential parameters (w: 0.29, l: 0.14) will be suitable for developing the allowable bending stress in domestic standard. (3) The size adjusted allowable bending stresses of No. 2 grade Korean pine were lower than the allowable stresses tabulated in KBC even though less strict method (75% confidence level) to calculate 5% value was used. The allowable stresses tabulated in KBC are needed to be reviewed by continuous experimental data.

Communicating While Distributing: Little Things That Matter to Consumers' Trust and Confidence in E-Commerce

  • Primidya K.M. SOESILO;Willy GUNADI
    • 유통과학연구
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    • 제21권6호
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    • pp.1-11
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    • 2023
  • Purpose: As a modern distribution channel, the growth of e-commerce has brought more competitive pressures on e-marketplace, making trust and loyalty become top priority. As one of many sources of trust and loyalty issues, understanding the effect of careless marketing communications on consumers' perception is critical. This study examines the effect of careless marketing communications (e.g. misspellings, incomplete information) in website on consumers' trust toward and confidence in purchasing a product from an e-commerce. Research design and methodology: An experimental research design (with two experimental studies) was used in to test the hypotheses. Study 1 employs a single-factor design and study 2 employs a 2x2, full-factorial, between-subjects design. Results: Results of the two experimental studies (Study 1, n = 60; Study 2, n = 140) demonstrate that simple mistakes significantly decrease consumers' trust toward an e-commerce and their confidence to purchase from the e-commerce. The effect is found to be significant in the case of high-involvement products; whereas no effect is found in low-involvement products. Conclusions: E-commerce relies heavily on carefully crafted marketing communications to establish consumers' trust and confidence. These studies confirm the equal importance of distribution and communication in maintaining consumers' trust and sustainability of the business.

잡음 환경 하에서의 입술 정보와 PSO-NCM 최적화를 통한 거절 기능 성능 향상 (Improvement of Rejection Performance using the Lip Image and the PSO-NCM Optimization in Noisy Environment)

  • 김병돈;최승호
    • 말소리와 음성과학
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    • 제3권2호
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    • pp.65-70
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    • 2011
  • Recently, audio-visual speech recognition (AVSR) has been studied to cope with noise problems in speech recognition. In this paper we propose a novel method of deciding weighting factors for audio-visual information fusion. We adopt the particle swarm optimization (PSO) to weighting factor determination. The AVSR experiments show that PSO-based normalized confidence measures (NCM) improve the rejection performance of mis-recognized words by 33%.

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제과점 이용자의 선택 속성 중요도 분석을 통한 고객 증진 전략 (The Strategy to Improve Customers through Important Level Analysis of Bakery Shop′s Choice Attribution)

  • 박상준
    • 한국조리학회지
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    • 제10권3호
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    • pp.18-31
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    • 2004
  • Korean food industry has been developed while it receives footlights as the most encouraging industry and composing one axis of food industry under various marketing activities and severe competitions. The purpose of this study was to understand customer's reason to use bakery, extract important factor, systematically analyze and suggest the direction of bakery industry through study on the character of bakery-user. The researcher Modified the Questionnaire developed by Yoon, YH(2000) & Kim, SE(2002). The major findings obtained from this study were as follows. First, on factors of confidence and propriety, price and communication with consumers, product and service, and service response, there was a high difference between male and female. Second, on factors of accessibility & product and service, there was a high difference among disparity of age. Third, on item of confidence and propriety, there was a high difference among customers' residing styles. Fourth, in relation to income level, there was statistically no difference.

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The Effects of a Healing Garden Program based on Vocational Adaptation on Career Attitude for College Students with Developmental Disabilities

  • Kim, Soo Yeon
    • 인간식물환경학회지
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    • 제23권1호
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    • pp.77-85
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    • 2020
  • The purpose of this study was to examine the effects of a healing garden program based on internal factors of vocational adaptation on career attitude for college students with developmental disabilities. First, healing garden program was defined by a group of experts related to education for developmental disabilities in the industry and academia through the focus group interview. Second, the healing garden program for college students with developmental disabilities was carried out for 15 weeks. Third, this study examined the effects of healing garden program based on internal factors of vocational adaptation on career attitude for college students with developmental disabilities. The participants of this study were 55 college students with developmental disabilities in N University, with 25 students placed in the experimental group and the other 30 in the control group. As a result of examination, the difference between before and after the program, it was found that factors of career attitude were improved significantly after the program in the experimental group, with Factor 1 (determination) increased from 2.08 to 3.39, Factor 2 (finality) from 2.28 to 3.19, Factor 3 (confidence) from 2.20 to 3.69, Factor 4 (preparation) from 2.12 to 3.79, and Factor 5 (independence) from 1.88 to 3.63. But the control group did not show a significant improvement after 15 weeks of the program except Factor 3 (confidence) and Factor 5 (independence). It was found that the healing garden program based on internal factors of vocational adaptation had effects on career attitude for college students with developmental disabilities. Finally, the program will contribute to vocational rehabilitation for college students with disabilities. The findings further suggest that healing gardening programs that facilitate career attitudes must be continuously developed and applied in order to establish effective transition from school to the world of vocational adaptation.

운전확신수준의 변화가 연령별 운전행동에 미치는 영향 (Influence of the change of driving confidence level upon driving behavior in the age groups)

  • 이순열;이순철;박선진
    • 한국심리학회지 : 문화 및 사회문제
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    • 제12권3호
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    • pp.23-47
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    • 2006
  • 본 연구에서는 연령에 따른 운전자의 운전확신수준 변화가 운전행동에 미치는 영향을 살펴보았다. 운전확신수준을 측정하기 위해 운전확신수준 설문지를 사용하였으며, 조사대상자들의 운전경력, 주행거리, 운전일수, 법규위반(음주, 과속), 교통사고경험(가해, 피해)을 함께 조사하였다. 조사대상자는 만 19세부터 만 80세까지였으며 총 1,055명이 연구에 참여하였다. 운전확신수준의 구조를 알아보고자 요인분석을 실시하였다. 각 연령(29세이하, 30-39세, 40-49세, 50-64세, 65세이상)의 운전확신수준을 비교하고, 운전확신수준과 운전행동과의 관계를 알아보았다. 그 결과, 운전확신수준은 '상황둔감성', '불안전운전', '주의집중소홀', '운전자신감'의 네 요인으로 이루어져 있었으며, 연령의 증가와 함께 운전확신수준은 감소하는 경향을 보였다. 또한, 운전확신수준은 연령과 가해교통사고, 피해교통사고, 운전기간, 음주운전, 과속운전, 운전경력 등과 상관관계를 가지고 있었다. 연구에 참여한 운전자 집단을 음주운전집단, 과속운전집단으로 나누어 운전확신수준과 운전행동의 차이를 알아보았는데, 음주운전이나 과속운전 경험이 없었던 운전자 집단과 음주운전이나 과속운전을 경험한 운전자 집단의 운전확신수준과 운전행동이 유의한 차이를 보이는 것으로 나타났다.

대학생의 전공만족이 진로결정 자기효능감 및 취업자신감에 미치는 영향 (The Effect of College Student's Major Satisfaction on Career Decision Making Self-Efficacy and Self-Confidence in Job-Seeking)

  • 김수영
    • 융합정보논문지
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    • 제12권4호
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    • pp.231-238
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    • 2022
  • 본 연구는 대학생의 전공만족이 진로결정 자기효능감과 취업자신감에 미치는 영향을 규명하고자 한다. 연구방법은 서울, 경기도의 뷰티전공 2년제 대학생 335명을 대상으로 설문조사하여 분석에 사용하였다. 수집된 자료는 SPSS 26.0을 이용하여 빈도분석, 요인분석, 신뢰도분석, 전공만족이 진로결정 자기효능감, 취업자신감의 상관관계를 분석하였고, 각 변인들 간에 미치는 영향을 확인하기 위해 다중회귀분석을 실시하였다. 연구의 결과는 첫째, 대학생의 전공만족이 진로결정 자기효능감과 취업자신감에 통계적 유의한 정적(+)상관관계가 확인되었다. 둘째, 전공만족이 자기 효능감에 미치는 영향으로 자기평가, 문제해결, 목표선택에서 통계적 유의미한 영향이 확인되었다. 섯째, 전공만족이 취업자신감에 통계적 유의미한 영향이 확인되었다. 넷째, 진로결정 자기효능감이 취업자신감에서 통계적 유의미한 영향이 확인되었다.