• Title/Summary/Keyword: overall ratings

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Consumer survey of foreigners and Koreans about Korean and Thai foods and restaurants (한국음식과 태국음식에 대한 국내.외국인의 소비자 의식비교)

  • Lee Seung-Joo;Kim Eun-Mi;Lee Mina-A;Kim Sun-A
    • Korean journal of food and cookery science
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    • v.22 no.2 s.92
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    • pp.122-130
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    • 2006
  • This study was conducted to investigate the consumer perceptions of Koreans and foreigners towards Korean and Thai foods and restaurants. Self-administered questionnaires were collected from 129 foreign residents and 291 Koreans who have been members or the Thai travel association in the seoul area. statistical data analysis was performed using the SPSS v 10.0 program. From the evaluation of Korean and Thai foods and restaurants by foreigners, Thai foods/restaurants showed significantly higher ratings in the attributes of 'Food appearance', 'Food smell', 'Overall food taste', and 'Exotic food taste' In the attributes of 'Use of various food seasonings', 'Variety of food ingredients', 'Variety of menu', 'Food sanitation', and 'Fast restaurant service', Thai food/restaurants showed higher ratings than Koreanfood/restaurants. Korean foods were considered more salty than Thai foods. However, overall satisfaction of Thai and Korean foods/restaurants was similar at about '3.7' points on the 5-point Likert scale. From the evaluation by Koreans, there were no significant differences in the attributes of 'Food appearance', 'Food smell', and 'overall food taste'. however. the rating or 'Exotic food taste' was significantly higher in Thai foods. In the attributes of 'Use of various food seasonings', 'Variety of food ingredients', and 'Variety of menu', Thai food/restaurants showed higher ratings than Korean food/restaurants. Interestingly, the evaluation of sanitation of restaurants was opposite to that of foreigners.

Developing an Estimation Model for Safety Rating of Road Bridges Using Rule-based Classification Method (규칙 기반 분류 기법을 활용한 도로교량 안전등급 추정 모델 개발)

  • Chung, Sehwan;Lim, Soram;Chi, Seokho
    • Journal of KIBIM
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    • v.6 no.2
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    • pp.29-38
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    • 2016
  • Road bridges are deteriorating gradually, and it is forecasted that the number of road bridges aging over 30 years will increase by more than 3 times of the current number. To maintain road bridges in a safe condition, current safety conditions of the bridges must be estimated for repair or reinforcement. However, budget and professional manpower required to perform in-depth inspections of road bridges are limited. This study proposes an estimation model for safety rating of road bridges by analyzing the data from Facility Management System (FMS) and Yearbook of Road Bridges and Tunnel. These data include basic specifications, year of completion, traffic, safety rating, and others. The distribution of safety rating was imbalanced, indicating 91% of road bridges have safety ratings of A or B. To improve classification performance, five safety ratings were integrated into two classes of G (good, A and B) and P (poor ratings under C). This rearrangement was set because facilities with ratings under C are required to be repaired or reinforced to recover their original functionality. 70% of the original data were used as training data, while the other 30% were used for validation. Data of class P in the training data were oversampled by 3 times, and Repeated Incremental Pruning to Produce Error Reduction (RIPPER) algorithm was used to develop the estimation model. The results of estimation model showed overall accuracy of 84.8%, true positive rate of 67.3%, and 29 classification rule. Year of completion was identified as the most critical factor on affecting lower safety ratings of bridges.

Concordance Rate Between the Ratings of Clinician and Self Ratings of Worker on a Functional Capacity Evaluation

  • Choi, Bong-sam
    • Physical Therapy Korea
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    • v.23 no.4
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    • pp.71-80
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    • 2016
  • Background: Functional capacity evaluations (FCEs) are designed to systematically assess the capacity to perform work-related tasks and to determine worker's ability to return to the previous job following work-related injuries. These evaluations may be rated either by clinician or worker. There has been a lack of consensus between the two scoring methods. Objects: This study aimed: 1) to confirm if the data are fit to the Rasch rating scale model and 2) to investigate the item-level concordance rate between the ratings of clinician and injured worker of the FCE. Methods: A cross-sectional study was conducted with a sample (n=124) of a rehabilitation program with the Occupational Rehabilitation Data Base for workers with low back pain. The functional capacity evaluation at admission and discharge was administered to clinicians and workers. The data were analyzed using both classical test theory-based Pearson's r and intra-class coefficient followed by item-level analysis with Rasch rating scale model. Results: All items of the FCE, except sitting items rated by clinician at admission and handling items rated by both clinician and worker throughout admission and discharge, were acceptable fit statistics with minor out of ranges for a misfit criterion. This may indicate that the items of the FCE overall fit to the Rasch rating scale model. Few problematic items responding differently to clinician and worker both at admission and discharge were detected with the differential item functioning analysis despite the excellent concordance rate using the two conventional statistics-sitting and handling items at admission and handling item at discharge. Conclusion: The item-level speculations using Rasch analysis of the FCE demonstrate that the ratings of clinician and self ratings of worker were psychometrically acceptable though there was an apparent discrepancy between the raters both at admission and discharge.

Determining Absolute Interpolation Weights for Neighborhood-Based Collaborative Filtering

  • Kim, Hyoung-Do
    • Management Science and Financial Engineering
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    • v.16 no.2
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    • pp.53-65
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    • 2010
  • Despite the overall success of neighbor-based CF methods, there are some fundamental questions about neighbor selection and prediction mechanism including arbitrary similarity, over-fitting interpolation weights, no trust consideration between neighbours, etc. This paper proposes a simple method to compute absolute interpolation weights based on similarity values. In order to supplement the method, two schemes are additionally devised for high-quality neighbour selection and trust metrics based on co-ratings. The former requires that one or more neighbour's similarity should be better than a pre-specified level which is higher than the minimum level. The latter gives higher trust to neighbours that have more co-ratings. Experimental results show that the proposed method outperforms the pure IBCF by about 8% improvement. Furthermore, it can be easily combined with other predictors for achieving better prediction quality.

Moderate Effects of Managerial Response on Hotel Ratings of Japanese Tourists (일본인 관광객의 숙박 후기 평점에 대한 관리자 응답의 조절효과)

  • JANG, Juhyeok
    • The Journal of Industrial Distribution & Business
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    • v.10 no.7
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    • pp.83-89
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    • 2019
  • Purpose - It is a very important issue for the Korean tourism industry to increase tourism revenue by attracting foreign tourists. Although Japanese tourists have been an important part of the Korean tourism industry for a long time, the level of tourist satisfaction including accommodation has been at the worst compared to other foreign visitors, which strongly requires concrete solutions. Therefore, this study focuses on improving the satisfaction level of Japanese visitors in the use of accommodation, and find out the influence of the managerial response. Research design, data, and methodology - In this study, customer review and managerial response of hotels in Seoul were collected from "Rakuten Travel" which is the most representative online travel agency in Japan. As a result of collecting data from 2016 to 2018, 6,190 customer reviews and 1,241 managerial responses from 120 hotels were used for analysis. In addition, information on the properties of 120 hotels, such as the number of rooms, classification, types of hotel facilities, types of room facilities, accessibility and prices, were collected. To test the hypotheses, moderated multiple regression analysis was conducted with SPSS 22.0. Results - It was found that only 25 sites, 20.8% of the total 120 sites, were implementing managerial response and average response rate was 66.42% among them. As a result of examining the main effects of the hotel attributes on the ratings, accessibility and price are confirmed as effective variables. We also found that the response rate has a significant moderate effect in both the accessibility and price. In other words, there was a significant difference in the influence of accessibility and price on the ratings depending on the response rate. Also, it was confirmed that the response rate is not a pure moderator variable but a quasi moderator variable. Overall, the evidences partially supported the hypothesis. Conclusion - It was possible to provide important suggestions to the hotel managers who were concerned about managing tourist satisfaction with accessibility problems. It was found that the accessibility problem could be overcome by increasing the response rate. It was also confirmed that high ratings can be more effectively achieved for high priced hotels by increasing the response rate.

Dimensions of Consumer Ratings of a Hospital Outpatient Service Quality (의료소비자가 인지하는 의료서비스 질의 구성 차원)

  • Yu, Seung-Hum;Cho, Woo-Hyun;Kim, Dong-Kee;Lee, Yun-Whan;Moon, Ki-Tae
    • Journal of Preventive Medicine and Public Health
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    • v.33 no.4
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    • pp.495-504
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    • 2000
  • Objectives : To examine various dimensions of consumer ratings of health care service with factor analysis and to find which factors influence the overall quality of health care service. Methods : A cross-sectional study was conducted on outpatients of a general hospital located in Sungnam City. A self-administered questionnaire was used to assess the consumer's ratings of health care service received. The response rate was 92.8% with a total of 537 persons completing the questionnaire. Factor analysis was performed on 34 items evaluating the quality of health care service. Items were grouped into 5 dimensions as a result of factor analysis and the reliability and validity of influence on patient service assessment were evaluated for each dimension. Results : The 5 dimensions were as follows, 1) physician services, 2) non-physician services, 3) process 4) facilities, and 5) cleanliness A positive correlation with the quality of health care service was found for the dimensions of non-physician services and process, while no significant correlation was found for the dimensions of physician services, facilities, and cleanliness. Conclusions : The result of this study may provide basic information for the development of future self-administered questionnaires of consumer ratings and for the evaluation of quality improvement activities in hospital outpatient settings.

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The Effects of Technology Innovation and Employment on Start-ups' Credit Ratings: Asymmetric Information Hypothesis vs Competence Hypothesis (기술혁신 활동과 고용 수준이 소규모 창업기업에 대한 신용평가에 미치는 영향: 비대칭적 정보 가설 vs. 역량 가설)

  • Choi, Young-Cheol;Yang, Taeho;Kim, Sunghwan
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.2
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    • pp.193-208
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    • 2020
  • In this study, we investigate the effects of technology innovation investments and employment on credit ratings of very small start-up businesses using the data period of 2009 till 2015 test two hypotheses: asymmetric information hypothesis or competence hypothesis. We use financial and non-financial data of 51,903 observations of 12,028 small businesses from a database of a commercial bank and fixed effects panel models and two-stage instrumental variable models. We find that in the short-run small size startups show lower credit ratings than non-startups, and that both technology innovation activities and employment capability improve their credit ratings. In the long-run, technology innovation investments do not improve their credit ratings of later years while employment capability improve their credit ratings of the subsequent year. In addition, the age of startups improves their credit ratings of the current year and until the subsequent two years while employee productivity, fixed ratio and ROA positively affect their credit ratings for up to three years. However, short-term and overall debt ratios, cost of borrowings and firm-size negatively affect their credit ratings for up to three years. The results of the study on credit ratings suggest that credit rating agencies seem to consider both technology innovation activities and employment capability in the credit ratings of small start-ups as 'competence factors' rather than 'asymmetric information factors' with inefficiency and cost burdens. The results also suggest that we must find ways to reflect properly the severe asymmetric information of the early-stage start-ups, and technology innovation activities and employment capability in the credit rating formula.

Consumer Preference of Broiled Eel added with Bokbunja Teriyaki Sauce in Korean and Japanese (복분자 데리야끼 소스를 이용한 장어구이의 한국인과 일본인 소비자 기호도)

  • Sung, Ki-Hyub
    • Journal of the East Asian Society of Dietary Life
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    • v.25 no.2
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    • pp.203-212
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    • 2015
  • This study developed eel teriyaki sauce and suggests conditions for its commercialization. Consumer preference tests were carried out with Korean (n=50) and Japanese (n=50) consumers. Grilled eel samples were made by teriyaki sauce with addition of Bokbunja juice, powder, concentrates. The preference tests were itemized for color, flavor, taste, salty taste, softness and overall-preference of grilled eel. Korean and Japanese consumers preferred flavor and taste, and the degree of overall preference was rated higher at 60% for Bokbunja juice, 20% for Bokbunja powder, and 40% for Bokbunja concentrate. Japanese consumers also preferred its color as well. The items of softness and overall-preference had good ratings.

Development of a High Voltage Pulse Power Supply with Battery Source (밧데리 전원을 이용한 고압 펄스 전원 장치 개발)

  • 강유리
    • Proceedings of the KIPE Conference
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    • 2000.07a
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    • pp.95-97
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    • 2000
  • With the increasing demands for clean environment development of air cleaning systems has been received increasing attention. Pulse power systems are widely used for air cleaning in the industrial applications. High voltage pulse power supply affects the performance of the overall environmental system. In this study high voltage micro pulse power supply for removing NOx in diesel engines is developed. The ratings of the pulse voltage is 20kV. The pulse width is 10usec and max. pulse repetition ratio is 1kHz.

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Calculation of Ampacity for Bare Overhead Conductors (가공송전선로용 나전선의 허용전류 산정에 대한 검토)

  • Sohn, H.K.;Lee, H.K.;Lee, E.W.
    • Proceedings of the KIEE Conference
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    • 2000.11b
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    • pp.303-305
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    • 2000
  • Many standards have published for calculating the ampacity of bare overhead conductors. Although these standards use the same basic heat balance concept, they use different approaches to calculate ampacity ratings. This paper looks at the different approaches used to calculate individual heat balance terms, at the overall impact of these terms on the ampacity rating. And this paper is proposed to the selection of proper standard and atmospheric conditions for calculating the ampacity of bare overhead conductors.

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