• Title/Summary/Keyword: Importance rating

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A Text Mining Analysis of Attributes for Satisfaction and Effect of Consumer Ratings to Korea and China Duty Free Stores - Focusing on Chinese Tourists - (텍스트 마이닝을 통한 한국과 중국 시내면세점 만족 속성과 소비자 평점에 미치는 영향 분석 -중국인 관광객을 중심으로)

  • Yang, DaSom;Kim, Jong Uk
    • Journal of Digital Convergence
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    • v.18 no.8
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    • pp.1-9
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    • 2020
  • This study aims to find new attributes by analyzing Korea and China duty free store online reviews and examine the influence of these attributes on star ratings(satisfaction)of duty free store. For study, we used Dazhong Dianping that largest online review site in China. Using R, we analyzed 5,659 reviews of Korea duty free store and 4,051 reviews of China duty free store. According to the analysis, Sale, Food and Membership attributes had a positive effect on star rating of Korea duty free store. Sale, Product, Airport, Food and Membership had a positive effect on star rating of China duty free store. This study has identified new factors such as food that showed the importance of providing space of restaurants while shopping at duty free store. This study has contributed to the existing literature by finding new attribute such as food. Practically, this finding will help to duty free industry workers better understand the impact of providing space of restaurants on duty free store.

Damage-Spread Analysis of Heterogeneous Damage with Crack Degradation Model of Deck in RC Slab Bridges (RC 슬래브교의 바닥판 균열 열화모델에 따른 이종손상 확산 분석)

  • Jung, Hyun-Jin;An, Hyo-Joon;Kim, Jae-Hwan;Part, Ki-Tae;Lee, Jong-Han
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.26 no.6
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    • pp.93-101
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    • 2022
  • RC Slab bridges in Korea account for more than 70% of the total bridges for more than 20 years of service. As the number of aging structures increases, the importance of safety diagnosis and maintenance of structures increases. For highway bridges, cracks are a main cause of deck deterioration, which is very closely related to the decrease in bridge durability and service life. In addition, the damage rate of expansion joints and bearings accounts for approximately 73% higher than that of major members. Therefore, this study defined damage scenarios combined with devices damages and deck deterioration. The stress distribution and maximum stress on the deck were then evaluated using design vehicle load and daily temperature gradient for single and combined damage scenarios. Furthermore, this study performed damage-spread analysis and predicted condition ratings according to a deck deterioration model generated from the inspection and diagnosis history data of cracks. The heterogeneous damages combined with the member damages of expansion joints and bearings increased the rate of crack area and damage spread, which accelerated the time to reach the condition rating of C. Therefore, damage to bridge members requires proper and prompt repair and replacement, and otherwise it can cause the damage to bridge deck and the spread of the damage.

An Empirical Study on Bankruptcy Factors of Small and Medium-sized Venture Companies using Non-financial Information: Focusing on KCGF's Guarantee-linked Investment Companies (비재무정보를 이용한 중소벤처기업의 부실요인에 관한 실증연구: 신용보증기금의 보증연계투자기업을 중심으로)

  • Jae-Joon Jang;Cheol-Gyu Lee
    • Journal of Industrial Convergence
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    • v.21 no.6
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    • pp.1-11
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    • 2023
  • The purpose of this study is to verify the factors affecting corporate bankruptcy by using non-financial information of companies invested by credit guarantee institutions. In this study, 594 companies (525 normal companies, 69 insolvent companies) invested in by the Korea Credit Guarantee Fund from March 2014 to the end of December 2022 were selected as samples. Non-financial information of companies was divided into founder characteristics information, company characteristics information, and corporate investment information, and cross-analysis and logistic regression analysis were conducted. As a result of the cross-analysis, personal credit rating, industry, and joint investment were selected as significant variables, and logistic regression analysis was conducted for those variables, and two variables, personal credit rating and joint investment, were selected as important factors for bankruptcy. In business management, the founder's personal credit and the importance of joint investment in investment support were found out. It will help to minimize bankruptcy if institutions that support investment in SMEs reflect these results in their screening and systematically build cooperative relationships with private investment institutions. It is hoped that this study will provide an opportunity to pay more attention to the factors that affect the bankruptcy of companies that receive direct investment from public institutions.

Verification Test of High-Stability SMEs Using Technology Appraisal Items (기술력 평가항목을 이용한 고안정성 중소기업 판별력 검증)

  • Jun-won Lee
    • Information Systems Review
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    • v.20 no.4
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    • pp.79-96
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    • 2018
  • This study started by focusing on the internalization of the technology appraisal model into the credit rating model to increase the discriminative power of the credit rating model not only for SMEs but also for all companies, reflecting the items related to the financial stability of the enterprises among the technology appraisal items. Therefore, it is aimed to verify whether the technology appraisal model can be applied to identify high-stability SMEs in advance. We classified companies into industries (manufacturing vs. non-manufacturing) and the age of company (initial vs. non-initial), and defined as a high-stability company that has achieved an average debt ratio less than 1/2 of the group for three years. The C5.0 was applied to verify the discriminant power of the model. As a result of the analysis, there is a difference in importance according to the type of industry and the age of company at the sub-item level, but in the mid-item level the R&D capability was a key variable for discriminating high-stability SMEs. In the early stage of establishment, the funding capacity (diversification of funding methods, capital structure and capital cost which taking into account profitability) is an important variable in financial stability. However, we concluded that technology development infrastructure, which enables continuous performance as the age of company increase, becomes an important variable affecting financial stability. The classification accuracy of the model according to the age of company and industry is 71~91%, and it is confirmed that it is possible to identify high-stability SMEs by using technology appraisal items.

The Effects of Ecological Cue on Risk Perception in Insurance Buying Situations (보험 구매 상황에서 위험 지각에 영향을 주는 생태학적 단서의 효과)

  • Jeong, Ju-Ri;Lee, Na-Keung;Lee, Young-Ai
    • Korean Journal of Cognitive Science
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    • v.23 no.2
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    • pp.205-224
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    • 2012
  • How would people who buy an insurance policy respond to a low probability risk with a high future cost? Presented with a scenario describing a low probability accident of a chemical plant, participants in four experiments were asked to rate their perception of the risk and also their intention to buy an insurance of a given premium, an insurance, or a ratio insurance. Participants differently responded only to ratio insurance when rating their perception of risk, not to either premium or insurance. The pattern of results in four experiments converged to the conclusion that ratio insurance, an ecologically valid cue, makes people sensitive to the level of risk expressed in low probabilities of an accident. Our results were consistent with the prediction generated by the ecological cue hypothesis which empathizes the importance of frequency over probability in risk perception (Gigerenzer, 2000).

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A Case Report of Thoracic Outlet Syndrome Improved by Integrated Korean Medical Treatment (흉곽출구증후군 환자에 대한 한의학적 통합치료 증례보고 1례)

  • Lee, Dong Geun;Lee, Ook Jae;Lee, Ju Hee;Lee, Sang Hyun;Lee, Jung Hun;Cheong, Min Seong;Kim, Jae Hong
    • Journal of Acupuncture Research
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    • v.31 no.2
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    • pp.173-182
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    • 2014
  • Objectives : There are few reports on treatment of thoracic outlet syndrome in the field of traditional Korean medicine. The aim of this study is to report a case of a 29-year-old male patient diagnosed with thoracic outlet syndrome, whose symptoms were relieved after 3-week integrated Korean medical treatment. Methods : A patient diagnosed with thoracic outlet syndrome was admitted into the Korean medicine hospital. The patient had left shoulder pain and left arm numbness. The pain was worse if it had become cold. The patient was treated using Sa-am acupuncture(Daejangseunggyeok), sweet bee venom acupuncture, herbal medicine and other treatment including physical therapy from September 7th to 27th of 2012. Improvement of the patient's symptoms was evaluated by verbal numerical rating scale(VNRS), skin surface temperature difference between the left and right symmetric part of digital infrared thermographic image(DITI). Results : After 3-weeks of treatment, VNRS decreased and skin surface temperature difference between the left and right symmetric part of DITI showed moderate improvement. Conclusions : The results suggest that integrated Korean medical treatment may affect to reduce the symptoms of thoracic outlet syndrome. Further study is needed to evaluate the importance of this report.

Pre-service Science Teachers' Perceptions of Significance and Usefulness of Evolution and Genetics (예비과학교사들의 진화와 유전에 대한 중요성과 유용성에 대한 인식)

  • Ha, Minsu
    • Journal of Science Education
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    • v.40 no.3
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    • pp.189-202
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    • 2016
  • This study aimed to investigate pre-service science teachers' perceptions of significance and usefulness of evolution and genetics. To this end, 82 pre-service biology teachers and 159 non-biology science teachers answered the items to measure the perceptions of significance and usefulness of evolution and genetics. The validity and reliability were examined using Cronbach alpha, two-dimensional rating scale model Rasch analysis, and factor analysis. The finding illustrated that the test items met the benchmark to be valid and reliable test items. Second, pre-service teachers' perception of significance and usefulness of evolution was independent to that of genetics. The level of pre-service teachers' perception of significance and usefulness of evolution was lower than the level of genetics. Lastly, the levels of pre-service teachers' perceptions of significance and usefulness of evolution and genetics were not significantly different across academic years and majors (biology and non-biology). The findings of this study stressed the importance of teaching significance and usefulness of evolution and genetics in pre-service science teacher education program.

Water Quality Management Planning for the Lake Sapgyo by Stream Grading Method (하천등급화 모델을 이용한 삽교호 수질관리 방안에 관한 연구)

  • Choi, Jeongho;Kim, Hongsu;Cho, Byunguk;Park, Sanghyun;Lee, Mukyu
    • Journal of Korean Society on Water Environment
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    • v.36 no.3
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    • pp.245-254
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    • 2020
  • Water quality improvement projects are being implemented without predicting the effect of water quality improvement on Lake Sapgyo. As the method of selecting the target stream for the effective conduct of water quality improvement projects the method of rating the streams were studied. To build a stream grading method, 60 major streams in the Lake Sapgyo system were monitored. The selection method of rivers subject to priority management for water quality improvement was applied to the stream grading method using the Analytic Hierarchy Process (AHP). The analysis of importance by site by stream grading method revealed the following: water quality (36.0%), flow (26.1%), travel load (13.4%), TMDL density (12.0%), TMDL (8.9%), and area (3.7%). The pollution level of the river was scored by using the stream grading method, and the ranking of 51 streams was calculated. Based on this, the group was classified into six grades (A-F). Among the groups, the F and E groups were selected as the priority management streams. Cheonan-Cheon (Cheonan City) was selected as the first stream to establish water quality improvement measures in the Lake Sapgyo system, and Seowoo-Cheon (Dangjin City) was selected as the second site, and Oncheon-Cheon (Asan City) was selected as the third site. Each local government is expected to improve the water quality improvement effect with limited resources when establishing and implementing water quality improvement measures for the streams (F group, E group) to be managed in this study.

A Case Study on the Testing of Middleware software (미들웨어 소프트웨어의 시험사례 연구)

  • Yang, Hae-Sool;Lee, Ha-Yong;Park, Ju-Seok
    • The Journal of the Korea Contents Association
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    • v.9 no.7
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    • pp.110-120
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    • 2009
  • Recently raising the recognition and it joins in about software quality evaluation and authentication and the recognition is augmented in about importance of the high quality security which leads a quality investment from the software development enterprise. The quality investor do to become accomplished but substantially from which degree level, quality investment it leads and the verification of software quality improvement does not become accomplished substantially and with without being it does and wants the enterprises where are clear the quality improvement which leads a quality investment does not set the direction where the problem occurs. From the research which it sees international ISO/IEC 9126 where it is standard and in about software test ISO/IEC 12119 where it is a guide it constructed the metric in base and software tentative instance it led and is accumulated and the defect data which it analyzed. result escape it investigated/to analyze quality level and it analyzed is weak from development process part and a defect level and the quality rating instance of Middleware] software and escape a disposal plan it investigated. The research which it sees it leads and it induces it is quantitative/that there is a possibility of being sufficient it sees the quality increase of Middleware software and the demand which is qualitative.

An Analysis of the Airtightness Performance and Heating Energy Demand According to Building Structural Characteristics -Focused on Newly Apartment Houses- (건물 구조 특성에 따른 기밀성능 및 난방 에너지 요구량 분석 - 신축 공동주택 중심으로 -)

  • Lee, Su-In;Kim, Jeong-Gook;Kim, Seo-Hun;Kim, Jong-Hun;Jeong, Hak-Geun;Jang, Cheol-Yong
    • KIEAE Journal
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    • v.15 no.2
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    • pp.109-115
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    • 2015
  • Purpose: The importance of building airtightness is increased as the demand and expectation of building energy efficiency is growing. Previous research only focused on airtightness of building openings only to improve building airtightness. However, the analysis of difference of airtightness performance according to the characteristic of building structure has not been performed. Therefore, this study analyzed the difference of airtightness performance according to building structural characteristics in a number of ways. Method: Airtightness that are classified as rigid-frame type or wall type are measured and analyzed the difference of airtightness performance between rigid frame type apartments and wall type apartments. This study calculated the heating energy demand and quantitatively analysis using ISO 13790. Futhermore, this study compared research trend of domestic airtightness performance with airtightness standards of the developed countries based on the field measurement. Result: Airtight performance of wall type is better than rigid frame type in terms of energy saving. The difference of heating energy demand between wall type and rigid frame type was $8.14kWh/m^2yr$.