• 제목/요약/키워드: business failure

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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.

엔트로피법과 Fuzzy ELECTRE III를 이용한 고장모드영향분석 (Failure Modes and Effects Analysis by using the Entropy Method and Fuzzy ELECTRE III)

  • 류시욱
    • 대한안전경영과학회지
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    • 제16권4호
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    • pp.229-236
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    • 2014
  • Failure modes and effects analysis (FMEA) is a widely used engineering tool in the fields of the design of a product or a process to improve its quality or performance by prioritizing potential failure modes in terms of three risk factors-severity, occurrence, and detection. In a classical FMEA, the risk priority number is obtained by multiplying the three values in 10 score scales which are evaluated for the three risk factors. However, the drawbacks of the classical FMEA have been mentioned by many previous researchers. As a way to overcome these difficulties, this paper suggests the ELECTRE III that is a representative technique among outranking models. Furthermore, fuzzy linguistic variables are included to deal with ambiguous and imperfect evaluation process. In addition, when the importances for the three risk factors are obtained, the entropy method is applied. The numerical example which was previously studied by Kutlu and Ekmekio$\breve{g}$lu(2012), who suggested the fuzzy TOPSIS method along with fuzzy AHP, is also adopted so as to be compared with the results of their research. Finally, after comparing the results of this study with that of Kutlu and Ekmekio$\breve{g}$lu(2012), further possible researches are mentioned.

Performance of bridge structures under heavy goods vehicle impact

  • Zhao, Wuchao;Qian, Jiang;Wang, Juan
    • Computers and Concrete
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    • 제22권6호
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    • pp.515-525
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    • 2018
  • This paper presents a numerical study on the performance of reinforced concrete (RC) bridge structures subjected to heavy goods vehicle (HGV) collision. The objectives of this study are to investigate the dynamic response and failure modes of different types of bridges under impact loading as well as to give an insight into the simplified methods for modeling bridge structures. For this purpose, detailed finite-element models of HGV and bridges are established and verified against the full-scale collision experiment and a recent traffic accident. An intensive parametric study with the consideration of vehicle weight, vehicle velocity, structural type, simplified methods for modeling bridges is conducted; then the failure mode, impact force, deformation and internal force distribution of the validated bridge models are discussed. It is observed that the structural type has a significant effect on the force-transferring mechanism, failure mode and dynamic response of bridge structures, thus it should be considered in the anti-impact design of bridge structures. The impact force of HGV is mainly determined by the impact weight, impact velocity and contact interface, rather than the simplification of the superstructure. Furthermore, to reduce the modeling and computing cost, it is suggested to utilize the simplified bridge model considering the inertial effect of the superstructure to evaluate the structural impact behavior within a reasonable precision range.

On the Ensuring Safety and Reliability through the Application of ISO/PAS 21448 Analysis and STPA Methodology to Autonomous Vehicle

  • Kim, Min Joong;Choi, Kyoung Lak;Kim, Joo Uk;Kim, Tong Hyun;Kim, Young Min
    • International Journal of Internet, Broadcasting and Communication
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    • 제13권3호
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    • pp.169-177
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    • 2021
  • Recently, the use of electric and electronic control systems is increasing in the automobile industry. This increase in the electric and electronic control system greatly increases the complexity of designing a vehicle, which leads to an increase in the malfunction of the system, and a safety problem due to the malfunction is becoming an issue. Based on IEC 61508 relating to the functional safety of electrical/electronic/programmable electronics, the ISO 26262 standard specific to the automotive sector was first established in 2011, and a revision was published in 2018. Malfunctions due to system failure are covered by ISO 26262, but ISO/PAS 21448 is proposed to deal with unintended malfunctions caused by changes in the surrounding environment. ISO 26262 sets out safety-related requirements for the entire life cycle. Functional safety analysis includes FTA (Fault Tree Analysis), FMEA (Failure Mode and Effect Analysis), and HAZOP (Hazard and Operability). These analysis have limitations in dealing with failures or errors caused by complex interrelationships because it is assumed that a failure or error affecting the risk occurs by a specific component. In order to overcome this limitation, it is necessary to apply the STPA (System Theoretic Process Analysis) technique.

건설기업의 업무 프로세스 경영 모델의 변화와 발전방향 (Change Drivers and Advance of Business Process Management Model for Construction Companies)

  • 송영웅;최윤기
    • 한국건설관리학회논문집
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    • 제9권6호
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    • pp.194-203
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    • 2008
  • 건설기업은 내 외부의 경영환경이 글로벌화 되고 수주경쟁이 치열해 짐에 따라 기업 운영 효율성 증대와 수익성 증대를 위한 경영체제에 대한 노력이 요구된다. 1990년 이후 건설기업은 프로세스 중심의 내 외부 업무구조를 개선하기 위하여 BPR, 6시그마, PI, 워크플로우 관리, BPM 등 다양한 시도가 있었으며 기업내부에서 개선된 기능을 일부 획득 했으나 일회성 사업에 머물렀으며 변화에 대한 업무 프로세스 민첩성의 제공은 미비하였다. 또한 최근의 BPM 적용과 실용화 방안에 대해서는 타 산업분야의 이론과 방법론에 국한되어 있으며, 건설기업의 BPM 적용을 위한 도입 시도는 일부기업에서만 개념적 이론적 접근 및 검토단계에 머무르고 있다(B사, H사, 2007년 기준). 따라서 본 연구에서는 건설기업의 경영 패러다임의 변화를 반영하고 건설기업의 업무 프로세스 경영 모델의 도입현황과 개선요구사항을 분석하고자 한다. 또한 건설기업의 BPM 도입을 위하여, 지속 가능한 업무 프로세스 경영 모델의 구축방안을 제시함으로서 건설기업 BPM의 발전방향을 제시하고자 한다.

The Effect of RGEC and EPS on Stock Prices: Evidence from Commercial Banks in Indonesia

  • SHOLICHAH, Mu'minatus;JIHADI, M.;WIDAGDO, Bambang;MARDIANI, Novita;NURJANNAH, Dewi;AULIA, Yoosita
    • The Journal of Asian Finance, Economics and Business
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    • 제8권8호
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    • pp.67-74
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    • 2021
  • This study aims to examine and analyze the effect of Risk Profile, Good Corporate Governance (GCG), Earnings, Capital (RGEC), and Earnings per Share (EPS) on stock prices with financial distress as an intervening variable. The sampling technique used purposive sampling based on certain criteria and data used was secondary data, that is, annual reports of commercial banks in Indonesia for the period of 2012-2018 with a sample of 23 banks from a total population of 81 banks. This type of research is explanative with a quantitative descriptive approach to describe or explain quantitative data. The data obtained was analyzed using SEM (Structural Equation Model) with the AMOS Program. The results showed that RGEC, EPS, and financial distress affect stock prices. This is based on testing the direct effect as indicated by a p-value that is smaller than 0.05. Based on the mediation test, the results show that financial distress cannot mediate the effect of RGEC and EPS on stock prices as indicated by a p-value greater than 0.05. The implication of this research is very important for investors to analyze stock price changes based on RGEC, EPS, and financial distress to gain profits. In addition, there are various warning signs indicating that a company is experiencing financial distress or it is heading towards such a state. Being aware of these signs can help prevent failure.

제품 및 서비스 개선을 위한 기술기회 발굴: 특허와 상표 데이터 활용 (Enhancing Existing Products and Services Through the Discovery of Applicable Technology: Use of Patents and Trademarks)

  • 박서인;이지호;이승현;윤장혁;손창호
    • 산업경영시스템학회지
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    • 제46권4호
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    • pp.1-14
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    • 2023
  • As markets and industries continue to evolve rapidly, technology opportunity discovery (TOD) has become critical to a firm's survival. From a common consensus that TOD based on a firm's capabilities is a valuable method for small and medium-sized enterprises (SMEs) and reduces the risk of failure in technology development, studies for TOD based on a firm's capabilities have been actively conducted. However, previous studies mainly focused on a firm's technological capabilities and rarely on business capabilities. Since discovered technologies can create market value when utilized in a firm's business, a firm's current business capabilities should be considered in discovering technology opportunities. In this context, this study proposes a TOD method that considers both a firm's business and technological capabilities. To this end, this study uses patent data, which represents the firm's technological capabilities, and trademark data, which represents the firm's business capabilities. The proposed method comprises four steps: 1) Constructing firm technology and business capability matrices using patent classification codes and trademark similarity group codes; 2) Transforming the capability matrices to preference matrices using the fuzzy function; 3) Identifying a target firm's candidate technology opportunities using the collaborative filtering algorithm; 4) Recommending technology opportunities using a portfolio map constructed based on technology similarity and applicability indices. A case study is conducted on a security firm to determine the validity of the proposed method. The proposed method can assist SMEs that face resource constraints in identifying technology opportunities. Further, it can be used by firms that do not possess patents since the proposed method uncovers technology opportunities based on business capabilities.

인제군의 상수관로 개량을 위한 주민의 지불의사금액 추정 (Estimation of Willlingness-to-pay of Residents for Rehabilitation of the Existing Water Pipes at Inche)

  • 이재훈;정동환;신승복;박규홍
    • 상하수도학회지
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    • 제21권4호
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    • pp.385-394
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    • 2007
  • The objective of this study was to estimate social cost on rehabilitation of existing water pipes by investigating the willingness-to-pay (WTP) of residents at INJE County to avoid the loss and inconvenience of transportation and business resulting from the sudden failure and leaks of old water pipes. Contingent valuation method was used through conducting survey to 180 residents in Inche County, with questions of double-bounded dichotomous choice. The resulting WTP of residents at Inche was 7,682 won/month/household. The annual social cost could be estimated as 960 million won, which might be caused by the failure of the old water pipes at INJE County.

ENGINEERING AND MANAGEMENT ON GLOBAL SOURCING OF ELECTRONIC COMPONENTS TO IMPROVE PRODUCT RELIABILITY

  • Masuda Akihiko;Saka Yasuo;Ihara Yoshiyuki
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 1998년도 The 12th Asia Quality Management Symposium* Total Quality Management for Restoring Competitiveness
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    • pp.287-292
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    • 1998
  • As business looks towards the $21^{\st}$ century, a long-term strategy that focuses on global sourcing will be the vital factor in whether companies win or lose. At the same time, with electronic components, it is important to ensure stable quality and reliability, together with other important parameters. In order to achieve this, creating an effective mechanism of failure analysis and database management for electronic components is essential. The authors introduce the actual mechanism employed by NEC and explain the ideas and insight they have obtained from their experience.

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초기 중소벤처의 기술혁신역량과 기업성과의 관계에 관한 연구 (Empirical Study on Relationship Between ex-ante Early Stage Venture Technology Innovation Power and ex-post Firm's Performance)

  • 양동우
    • 지식경영연구
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    • 제7권1호
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    • pp.49-63
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    • 2006
  • The objective of the study is to verify the discriminatory power of technology innovation in predicting Early Stage Ventures' success or failure. To accomplish this objective, we test early stage ventures'(Firm's period is below 3 years)technology innovation and performance. The result of the study is expected to be useful in loan evaluation, investment decision, internal management decision making and business improvement. The results of study is as follows. First, Early Stage Ventures' technology innovation power is composed of 4 major indexes(technology, marketability, manufacturing infra and economic feasibility). Second, we find that thirty-seven minor indexes are significant ex-ante variable which are discriminating between firms' success and failure in Early Stage Ventures. Also thirty-seven minor indexes explain 57.2% of the total variance. This explainable power of these indexes is similar to that of the existing 58 index elements. Finally, we find that the most important technology innovation power of Early Stage Ventures' is economic feasibility.

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