• 제목/요약/키워드: an analysis on the factors

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Analysis of Success Factors for Mobile Commerce using Text Mining and PLS Regression

  • Kim, Yong-Hwan;Kim, Ja-Hee;Park, Ji hoon;Lee, Seung-Jun
    • 한국컴퓨터정보학회논문지
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    • 제21권11호
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    • pp.127-134
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    • 2016
  • In this paper, we propose factors that influence on the mobile commerce satisfaction conducted by data mining and a PLS regression analysis. We extracted the most frequent words from mobile application reviews in which there are a large number of user's requests. We employed the content analysis to condense the large number of texts. We took a survey with the categories by which data are condensed and specified as factors that influence on the mobile commerce satisfaction. To avoid multicollinearity, we employed a PLS regression analysis instead of using a multiple regression analysis. Discovered factors that are potential consequences of customer satisfaction from direct requests by customers, the result may be an appropriate indicator for the mobile commerce market to improve its services.

울산 야시장 서비스 품질이 감정, 행동의도 및 지역발전성과에 미치는 영향 (The Effects of Service Quality on Emotions, Behavior Intention and Local Development Performance in the Ulsan Night Market)

  • 서경화
    • 한국조리학회지
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    • 제23권8호
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    • pp.40-53
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    • 2017
  • This study identified the important service quality of the emerging night market as an alternative for the revitalization of the traditional market. This study also was to analyze the effects of service quality on customers' emotions, behavior intention and local performance in night market, and to provide an effective operation plan. The collected data were analyzed by frequency analysis, factor analysis, reliability analysis and multiple regression analysis using SPSS 16.0 Version, a statistical package program, and various results were discovered. First, all the service quality factors (convenience, food, event program, physical environment) had a positive (+) effect on positive emotion, and the service quality factors except event program had a negative (-) effect on negative emotions. Second, the service quality factors had a partially positive (+) effect on behavior intention and local performance. Third, the positive and negative emotions had a effect on behavior intention, however, the positive emotions had a positive (+) effect on local performance. Consequently, the present study confirmed that service quality in the night market is important factors for emotions, behavior intention, and local performance. Therefore, the findings of this study is capable of being the basic data for revitalizing the traditional market in the future.

Quantified Impact Analysis of Construction Delay Factors on Steel Staircase Systems

  • Kim, Hyun-Mi;Kim, Tae-Hyung;Shin, Young-Keun;Kim, Young-Suk;Han, Seungwoo
    • 한국건축시공학회지
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    • 제12권6호
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    • pp.636-647
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    • 2012
  • Construction projects have become so large, complicated and incredibly high-tech that process management is currently considered one of the most important issues. Unlike typical manufacturing industries, most major construction activities are performed in the open air and thus are exposed to various environmental factors. Many studies have been conducted with the goal of establishing efficient techniques and tools for overcoming these limitations. Productivity analysis and prediction, one of the related research subjects, must be considered when evaluating approaches to reducing construction duration and costs. The aim of this research is to present a quantified impact analysis of construction delay factors on construction productivity of a steel staircase system, which has been widely applied to high rise building construction. It is also expected to improve the process by managing the factors, ultimately achieving an improvement in construction productivity. To achieve the research objectives, this paper analyzed different delay factors affecting construction duration by means of multiple regression analysis focusing on steel staircase systems, which have critical effects on the preceding and subsequent processes in structure construction. Statistical analysis on the multiple linear regression model indicated that the environment, labor and material delay factors were statistically significant, with 0.293, 0.491, and 0.203 as the respective quantified impacts on productivity.

아치형 복개 터널구조물에 발생하는 토압에 영향을 미치는 설계변수들에 대한 민감도 분석 (Sensitivity analysis of design parameters influencing earth pressure acting on an arch-shaped cut and cover tunnel)

  • 배규진;정형식;이규필
    • 한국터널지하공간학회 논문집
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    • 제6권2호
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    • pp.113-128
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    • 2004
  • 본 연구에서는 아치형 복개 터널구조물에 작용하는 토압에 영향을 미치는 주요 영향인자들을 평가하기 위하여, 지반정수 및 굴착과 관련된 영향인자들에 대하여 몬테카를로 시뮬레이션 기법에 근거한 정량적 민감도 분석을 수행하였으며, 민감도 분석을 토대로 최대 영향인자 변화에 따른 토압의 변화에 대한 수치해석적 검토를 수행하였다. 민감도분석에 사용되는 출력결과들은 유한요소해석에서 얻어진 터널 위치별 연직 및 수평토압을 대상으로 하였다. 민감도 분석결과, 아치형 복개 터널구조물에 작용하는 수평 및 연직토압은 작용위치에 따라 동일한 영향인자에 대한 민감도가 상이한 것으로 나타났으며, 또한 최대 영향인자인 토피고 및 굴착사면 변화에 따라 아치형 복개 터널구조물에 작용하는 토압분포 및 크기가 변화하는 것으로 나타났다.

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중학생의 생명현상 관찰활동에서 과학적 흥미 발생 요인 분석 (Analysis of the Factors that Generate Scientific Interest in Middle School Students' Observation Activity on Life Phenomenon)

  • 유경진;천재순;정진수
    • 한국과학교육학회지
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    • 제30권5호
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    • pp.594-608
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    • 2010
  • 이 연구는 중학생의 생명현상 관찰활동에서 과학적 흥미가 발생하는 요인을 추출하고, 추출한 요인이 과학적 흥미의 발생에 영향을 주는 정도를 검증한 것이다. 흥미발생요인을 추출하기 위해 중학교 3학년을 대상으로 4차시 분량의 관찰활동 프로그램을 투입하였고, 관찰활동에 참여한 학생 중 과학적 흥미가 높았던 학생을 대상으로 면담을 실시하였다. 면담 결과를 응답 유형별로 분류하여 21가지의 흥미발생요인을 추출하였다. 추출한 흥미발생요인은 크게 관찰대상의 특성, 관찰활동의 특성, 관찰결과의 특성, 관찰자의 특성, 외적 요인의 특성 등 5가지로 범주화하였다. 이렇게 추출한 흥미발생요인이 관찰활동에서 과학적 흥미의 발생에 영향을 주는지 검증해 보았다. 우선, 추출한 흥미발생요인이 관찰활동에서 흥미의 발생에 영향을 준 정도를 확인하기 위하여 흥미발생요인 조사지를 작성하였다. 중학교 3학년을 대상으로 4차시 분량의 관찰활동 프로그램을 실시한 후 흥미발생요인 조사지를 투입하였다. 흥미발생요인 조사지의 응답 결과를 분석하여 각각의 요인이 흥미의 발생에 영향을 준 정도의 차이를 확인해 보았다. 그 결과, 추출한 21개의 요인은 과학적 흥미의 발생에 유의미한 영향을 주는 것을 확인하였다. 이 연구의 결과는 흥미롭지 않은 관찰활동에 대한 원인 분석이 가능하며 흥미로운 관찰활동 프로그램을 개발하는데 매우 중요한 역할을 할 것이다.

Productivity Analysis of Spray Task in an International Airport

  • Kisi, Krishna P.;Kayastha, Rujan
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.632-639
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    • 2022
  • The objective of this study is to analyze the productivity, efficiency, and factors affecting the productivity of a spray task from an international airport project. The study is focused on the productivity analysis of the Subcontractor whose job was to supply and apply sprayed-applied fire-resistive material (SFRM) on steel members to achieve the necessary fire ratings on the building structures of the Hamad International Airport, Qatar. The study analyzed the productivity of the four sprayer teams who completed the task at three locations and three areas of the airport. The study found that the productivity of the individual team observed during the SFRM spray task was not only different but was also observed different when they worked at varying floor heights where different factors affecting productivity were predominant. The study found that the efficiency was lowest (47.32%) when the spray team had to work at second-floor heights and factors affecting productivity such as limited accessibility for material movement and lifting, site congestion, lack of continuity of operation due to priority areas and frequent re-handling of machines and tools were present. Besides, the factors such as adverse weather conditions and sub-trades interference affected productivity at all locations. The findings show that productivity depends on multiple factors and those factors need to be identified and addressed to improve productivity. The findings also show that the estimated efficiency was hard to achieve but possible since Team 4 had 97% efficiency on the first floor of the airport.

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중소기업의 산업환경, 기술협력 및 성과간의 구조적 관계에 관한 연구 (A Study on Structural Relationship among Industrial Environment, Technological Cooperation and Performance of Small and Medium-sized Firms)

  • 나상균
    • 대한안전경영과학회지
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    • 제11권2호
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    • pp.223-233
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    • 2009
  • This study was aimed at analyzing the structural relationship among such factors as industrial environment, technological cooperation, technological innovation performance and management performance that are essential to technological innovation of small and medium-sized companies. For this aim, an analysis was conducted to determine which of the factors in industrial environment has impact on technological cooperation of small and medium-sized companies. An empirical analysis was also performance to find what kind of effects the technological cooperation may have on technological innovation and management performance. From the analyses, it became known that: first, changes in industrial environment have influence on technical cooperation factors including production technology, technical information, technical manpower and fund for technology that are assorted by means of factorial analysis; second, the technological cooperation of small and medium-sized companies has impact on their technological innovation performance; and third, the technological cooperation of small and medium-sized companies has impact on management performance.

지식이전에 대한 지식경영 요인의 영향 분석 (An Analysis of the Influence of Knowledge Management Factors on Knowledge Transfer)

  • 오재인
    • 한국정보시스템학회지:정보시스템연구
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    • 제15권1호
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    • pp.191-213
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    • 2006
  • The purpose of this research is to identify the structure among determining factors focusing on knowledge transfer and analyze and prove the causal relation on knowledge transfer in Korean companies and public corporations. The results from the analysis of data collected in this study are as follows. First, forum among organization related factors has the positive relation with uncertainty in a significant level. Second, the higher the knowledge presentation and the ease of use are among information systems related factors, the lower the ambiguity and uncertainty are. Third, among process related factors, unification has the negative relation with ambiguity and uncertainty in a significant level. Fourth, a better manpower employment contributes to a worse ambiguity and uncertainty. Fifth, ambiguity has a negative relation with knowledge transfer. In conclusion, the factors that lower the ambiguity and facilitate knowledge transfer include information systems, unification, and manpower employment. These factors, however, influence on uncertainty, which turns out to be nothing to do with knowledge transfer.

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공적연금 수급 여부에 따른 노년기 세대관계 잠재 유형 분류 및 영향 요인 분석 (An Analysis on Identifying Typology of Intergenerational Relationship and Affecting Factors among the Old Retirees According to the Eligibility of Public Pension)

  • 조지용;이종하
    • 가족자원경영과 정책
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    • 제17권4호
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    • pp.189-213
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    • 2013
  • The purpose of this work is to explore different types of intergenerational relationships in the later lives of old retirees. This will be done according to the eligibility of public pension and the old age social security system so that the factors affecting intergenerational relationships can be analyzed, and to propose a plan to improve social adaptation in later life. The data used in this work are the Fourth basic survey data of the 2011 Korea Retirement and Income Study. The study subjects of this work were 2,435 retirees over age 65 who had children. In this study, latent class analysis and logistic regression analysis were conducted to classify types of intergenerational relationships and to analyze the influence of relevant factors. As a result of the analysis, some of those in the group were eligible for public pension, and the ones who were not were classified into three types: the closely-living-together type, the separate-living-contact type, and the estrangement type. In the group not eligible for public pension, it was found that age, spouse, number of children, economic factors, and level of health satisfaction gave significant power to intergenerational relationships. In the group eligible for public pension, it was found that age, income and net assets, ADL(Activities of Daily Living), whether there was an IADL(Instrumental Activities of Daily Living) spouse, and number of children affected types of intergenerational relationships; Socio-demographic factors, economic factors, and healthy factors became significant variables according to the classified types of intergenerational relationship. Based on the study results, this work suggested such necessities to lay the foundation for an elderly welfare system for social adaptation in later life, This includes the offering of programs for retirement preparation, the use of family and local society resources, and expansion of the opportunity to participate in social activities.

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패션 판매공간의 VMD 구성요인이 브랜드 선호도와 재구매의도에 미치는 영향 - 국내 글로벌 SPA브랜드 중심으로 - (The Influences on Consumers' Brand Preference and Repurchase Intention Through Strategic Visual Merchandising of Fashion Retail Store - Focusing on Global SPA Brands in Korea -)

  • 이미숙;한혜련
    • 한국실내디자인학회논문집
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    • 제23권4호
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    • pp.120-128
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    • 2014
  • Due to prolonged recession and limited spending of the consumers, domestic fashion brands are putting their efforts in pursuing competitiveness in order to survive in an intense competition, and because of this reason, VMD is being considered significant as a strategy for store environment improvement. An empirical research regarding analysis for systematic strategic VMD configuration factors of fashion retail store and relationship of repurchase intention that have effects on increase in sales was conducted. Thus, this study considers importance and spatial interrelation of VMD configuration factors of fashion retail store through theoretical consideration, and based on this, VMD configuration factors were restructured into reconcilability, attractiveness and epidemicity. An empirical validation through theoretical hypotheses and survey for relationships among VMD configuration factors, brand preference and repurchase intention was conducted. As a result of path analysis, VMD configuration factors reconcilability, attractiveness and epidemicity have effects on repurchase intention, and it was analyzed that epidemicity has the biggest effect on consumers. Also, it was found that brand preference has effects on repurchase intention and through this, as favorability and customer satisfaction for brand has effects on repurchase intention, it is judged that creating a strong brand image and brand image building is important the most for improving brand preference.