• 제목/요약/키워드: key success/failure factors

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ID3 알고리즘 기반의 귀납적 방법을 통한 모바일 공유 경제 플랫폼의 성공요인 분석 (Analysis of Success Factors of Mobile Shared Economic Platforms using ID3 Algorithm-based Inductive Method)

  • 진동수
    • 한국인터넷방송통신학회논문지
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    • 제17권1호
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    • pp.261-268
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    • 2017
  • 모바일 스마트 플랫폼 중심의 ICT 기술의 발전은 협력적 소비에 기반을 둔 공유경제 플랫폼을 출현시키고 있다. 본 연구에서는 2008년부터 2016년 현재까지 상용화된 공유 경제 플랫폼에 있어서 성공과 실패에 영향을 미치는 요인이 무엇인지 분석하고 공유 경제 플랫폼이 활성화 되기 위하여 필요한 정책적 요인이 무엇인지 제시하고자 한다. 이를 위하여 성공한 공유경제 플랫폼 사례와 실패한 사례에 대한 분석을 진행하고, 성공과 실패에 영향을 미치는 주요 변수를 도출한 후 이를 기반으로 ID 3 알고리즘 기반의 귀납적 분석을 실시하고자 한다. 이를 통하여 공유 경제 플랫폼의 성공과 실패에 있어서의 규칙들을 도출하여, 공유경제 플랫폼의 상업적 성공을 위하여 필요한 정책적 요인이 무엇인지 제시하고자 한다.

Key success factors for implementing modular integrated construction projects - A literature mining approach

  • Wuni, Ibrahim Yahaya;Shen, Geoffrey Qiping
    • 국제학술발표논문집
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    • The 8th International Conference on Construction Engineering and Project Management
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    • pp.343-352
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    • 2020
  • Modular integrated construction (MiC) is an innovative construction method where components of a building are manufactured in an offsite factory, trucked to the job site in sections, set in place with cranes, and assembled together to form a whole building. Where circumstances merit, favorable conditions exist and implemented effectively; MiC improves project performance. However, several key factors need to converge during implementation to realize the full benefits of MiC. Thus, a thorough understanding of the factors which are critical to the success of MiC projects is imperative. Drawing on a systematic review of 47 empirical studies, this research identified 25 key success factors (KSFs) for MiC projects. Of these, the five topmost cited KSFs for MiC projects include effective working collaboration and communication among project participants; standardization, optimization, automation and benchmarking of best practices; effective supply chain management; early design freeze and completion; and efficient procurement method and contracting. The study further proposed a conceptual model of the KSFs, highlighting the interdependences of people, processes, and technology-related KSFs for the effective accomplishment of MiC projects. The set of KSFs is practically relevant as they constitute a checklist of items for management to address and deal with during the planning and execution of MiC projects. They also provide a useful basis for future empirical studies tailored towards measuring the performance and success of MiC projects. MiC project participants and stakeholders will find this research useful in reducing failure risks and achieving more desired performance outcomes. One potential impact of the study is that it may inform, guide, and improve the successful implementation of MiC projects in the construction industry. However, the rigor of the analysis and relative importance ranking of the KSFs were limited due to the absence of data.

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석유화학 플랜트 프로젝트 상세설계 실패사례활용방안에 대한 연구 (Utilization of Failure Examples in Detail Design for Oil and Petrochemical Plant Project)

  • 강태영;문승재;유호선
    • 플랜트 저널
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    • 제5권2호
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    • pp.62-67
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    • 2009
  • The capability of design and engineering of global EPC companies has long been equalized through past similar construction experiences. Among various key factors in the success of EPC project, the capability of engineering is considered to be the most important factor since the engineering is preceding activities of EPC contract. The failure of engineering may adversely affect the subsequent procurement & construction activities and in turn may cause cost overrun or schedule delay. Therefore, an EPC company needs to continue to improve the engineering capabilities for the success of project. The engineering capabilities can be further improved if the EPC company should prevent recurrence of similar design faults that were previously committed. This study is intended to present how to make the most of the failure examples from previous projects towards a success of project. Failure is but a stepping stone to success. The EPC company can obtain useful lessons from the analysis of past failure examples.

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A Systematic Literature Review Towards Service Oriented Architecture Adoption from 2009 to 2015

  • Niknejad, Naghmeh;Ghani, Imran;Hussin, Ab Razak Che;Jeong, Seung Ryul
    • International journal of advanced smart convergence
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    • 제7권3호
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    • pp.79-91
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    • 2018
  • Service Oriented Architecture (SOA) has appeared as an absorbing architectural approach that empowers the available systems to reveal their performance in the act of services, without creating important changes to the systems. This approach, due to its flexibility of adoption, has been widely recognized as an appropriate approach for implementing in organizations by many scholars and practitioners. Though, there are many studies that depict success factors of SOA; at the same time a few minor cases of failure has also been reported in the literature. In spite of the availability of rich material on SOA (in general), there is no systematic literature review on the potential aspect of SOA adoption factors. Hence, this article presents a systematic review of existing studies related to the SOA adoption and its success and failure factors from 2009 to 2015. The principle purpose of the study is to bring forward the existing issues and share our findings with researchers. Moreover, the findings of this paper would help IT experts in organizations to concentrate on the key factors highlighted in this study, so that they could decide whether it is advisable to adopt SOA or not in their context.

멀티미디어 및 언어적 특성을 활용한 크라우드펀딩 캠페인의 성공 여부 예측 (Predicting Success of Crowdfunding Campaigns using Multimedia and Linguistic Features)

  • 이강희;이승훈;김현철
    • 한국멀티미디어학회논문지
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    • 제21권2호
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    • pp.281-288
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    • 2018
  • Crowdfunding has seen an enormous rise, becoming a new alternative funding source for emerging startup companies in recent years. Despite the huge success of crowdfunding, it has been reported that only around 40% of crowdfunding campaigns successfully raise the desired goal amount. The purpose of this study is to investigate key factors influencing successful fundraising on crowdfunding platforms. To this end, we mainly focus on contents of project campaigns, particularly their linguistic cues as well as multiple features extracted from project information and multimedia contents. We reveal which of these features are useful for predicting success of crowdfunding campaigns, and then build a predictive model based on those selected features. Our experimental results demonstrate that the built model predicts the success or failure of a crowdfunding campaign with 86.15% accuracy.

Determinants of Consumer Satisfaction in Fast Food Industry of Lahore Pakistan

  • Ali, Asma;Lee, Jong-In
    • 한국식생활문화학회지
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    • 제34권4호
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    • pp.424-431
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    • 2019
  • The purpose of this study is to analyze and evaluate the key success factors for the fast food industry in the region of Lahore Pakistan. Fast food concept developed very speedily in the last few years in Lahore region. The success or failure of a fast food industry based on some factors like Physical environment, Brand-name, Food quality, Price, Taste, Promotional activity, Habitual consumption, Health threats, Consumer expectation, and Family meal. To identify which of these factors has a greater influence on consumer satisfaction, four fast food restaurants such as McDonald's, PIZZA HUT, KFC, and subway were targeted randomly. The proposed research is quantitative in nature and for data collection; a random sampling technique was used. A questionnaire survey answered by 273 people was considered in this research. Data have been analyzed through statistical techniques. It is observed that Brand name, Food quality, Physical environment, Health threats, Price, Family meals, Habitual consumption, and Consumer expectation showed significant impacts on Fast food industry compared to other factors evaluated herein.

평점에 따른 OTT 서비스 콘텐츠의 성공과 실패 요인 분석: 넷플릭스를 중심으로 (Analysis of Success and Failure Factors of OTT Service Contents According to the Rating: Focus on Netflix)

  • 홍지수;박진수;강성우
    • 산업경영시스템학회지
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    • 제44권4호
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    • pp.65-75
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    • 2021
  • This study explores multiple variables of an OTT service for discovering hidden relationship between rating and the other variables of each successful and failed content, respectively. In order to extract key variables that are strongly correlated to the rating across the contents, this work analyzes 170 Netflix original dramas and 419 movies. These contents are classified as success and failure by using the rating site IMDb, respectively. The correlation between the contents, which are classified via rating, and variables such as violence, lewdness and running time are analyzed to determine whether a certain variable appears or not in each successful and failure content. This study employs a regression analysis to discover correlations across the variables as a main analysis method. Since the correlation between independent variables should be low, check multicollinearity and select the variable. Cook's distance is used to detect and remove outliers. To improve the accuracy of the model, a variable selection based on AIC(Akaike Information Criterion) is performed. Finally, the basic assumptions of regression analysis are identified by residual diagnosis and Dubin Watson test. According to the whole analysis process, it is concluded that the more director awards exist and the less immatatable tend to be successful in movies. On the contrary, lower fear tend to be failure in movies. In case of dramas, there are close correlations between failure dramas and lower violence, higher fear, higher drugs.

공동창업의 단계별 성공요인에 관한 연구: 기회형 창업기업 사례를 중심으로 (A Study on the Success Factors of Co-Founding Start-up by Step: Focusing on the Case of Opportunity-type Start-up)

  • 윤성만;성창수
    • 벤처창업연구
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    • 제18권1호
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    • pp.141-158
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    • 2023
  • 창업가 관점에서 스타트업의 태생적 한계를 이해하고 실패에 대한 위험부담을 줄이며 성공을 위해 가장 중요한 요인 중 하나는 인재 즉, 창업팀의 구성이다. 이에 예비창업 단계 또는 창업초기 단계의 창업가들이 경험하는 공통적인 고민은 단독창업과 공동창업에 대한 선택일 것이다. 그럼에도 우리나라는 현재 단독창업 비중이 공동창업 대비 현저히 높은 실정이다. 이에 반해 다수의 성공적인 글로벌 혁신기업은 공동창업의 형태라는 점에 주목하여 공동창업 기업의 성공요인에 관해 고찰하였다. 관련 선행연구 대부분 창업의 생존과 성공에 미치는 요인으로 창업가 개인의 역량과 특성을 규명하는 연구들로서 실제 창업생태계 현장에서 흔하게 볼 수 있는 동업 즉, 공동창업에 관한 연구는 부족한 실정이다. 따라서 본 연구는 기회형 창업에 성공한 국내 스타트업의 공동창업자를 대상으로 심층 인터뷰와 관련 자료의 수집, 맥락 정보의 분석 및 선행연구 고찰을 통한 다중사례 연구를 시도하였다. 이를 통해 공동창업의 단계별 특성과 핵심 성공요인을 도출하는 모델을 제언하였다. 연구결과, 예비창업 단계의 핵심요소는 '기회', 성공요인은 '창업가의 경험을 통한 기회인식'과 '아이디어 개발'로 나타났다. 창업초기 단계의 핵심요소는 '창업팀', 성공요인은 '창업팀의 신뢰와 상호보완'으로 '창업팀의 다양성과 동질성'이 조화를 이루어 시너지 효과가 발휘되는 것을 확인하였다. 또한 창업초기 공동창업자 간 발생하는 갈등은 창업생존에 중요한 영향을 미치는 것으로 나타났다. 창업팀 갈등은 끊임없는 '의사소통을 통한 상호이해와 존중', '명확한 업무구분과 역할분담'으로 극복할 수 있음을 확인하였다. 창업성장 단계의 핵심요소는 '자원', 성공요인으로 '우수인재 확보'와 '외부자금 조달'이 주요 요인으로 나타났다. 이러한 결과는 창업학 연구에서 한정된 자원과 경험 부족 및 실패에 대한 위험부담 등 창업기업의 한계점을 극복하고 성공률 제고를 위한 대안 중 하나로 공동창업의 형태가 주목받는 상황에서 창업을 준비하는 예비 창업가들과 창업생태계의 다양한 이해관계자들에게 시사하는 바가 있다.

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특징 선택을 이용한 소프트웨어 재사용의 성공 및 실패 요인 분류 정확도 향상 (Improvement of Classification Accuracy on Success and Failure Factors in Software Reuse using Feature Selection)

  • 김영옥;권기태
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제2권4호
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    • pp.219-226
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    • 2013
  • 특징 선택은 기계 학습 및 패턴 인식 분야에서 중요한 이슈 중 하나로, 분류 정확도를 향상시키기 위해 원본 데이터가 주어졌을 때 가장 좋은 성능을 보여줄 수 있는 데이터의 부분집합을 찾아내는 방법이다. 즉, 분류기의 분류 목적에 가장 밀접하게 연관되어 있는 특징들만을 추출하여 새로운 데이터를 생성하는 것이다. 본 논문에서는 소프트웨어 재사용의 성공 요인과 실패 요인에 대한 분류 정확도를 향상시키기 위해 특징 부분 집합을 찾는 실험을 하였다. 그리고 기존 연구들과 비교 분석한 결과 본 논문에서 찾은 특징 부분 집합으로 분류했을 때 가장 좋은 분류 정확도를 보임을 확인하였다.