• Title/Summary/Keyword: business

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A Study on Prediction of Business Status Based on Machine Learning

  • Kim, Ki-Pyeong;Song, Seo-Won
    • Korean Journal of Artificial Intelligence
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    • v.6 no.2
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    • pp.23-27
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    • 2018
  • Korea has a high proportion of self-employment. Many of them start the food business since it does not require high-techs and it is possible to start the business relatively easily compared to many others in business categories. However, the closure rate of the business is also high due to excessive competition and market saturation. Cafés and restaurants are examples of food business where the business analysis is highly important. However, for most of the people who want to start their own business, it is difficult to conduct systematic business analysis such as trade area analysis or to find information for business analysis. Therefore, in this paper, we predicted business status with simple information using Microsoft Azure Machine Learning Studio program. Experimental results showed higher performance than the number of attributes, and it is expected that this artificial intelligence model will be helpful to those who are self-employed because it can easily predict the business status. The results showed that the overall accuracy was over 60 % and the performance was high compared to the number of attributes. If this model is used, those who prepare for self-employment who are not experts in the business analysis will be able to predict the business status of stores in Seoul with simple attributes.

State-driven Business Process Transaction Management (상태 기반 비즈니스 프로세스 트랜젝션 관리)

  • Lee Sun Jae;Yun Jang Hyeok;Kim Gwang Su
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2003.05a
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    • pp.772-779
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    • 2003
  • In the real world, business processes are very complex and composed or heterogeneous business activities. As the advent or the Web services enables business processes to be Integrated and to be automated. It makes enterprises integrate heterogeneous business processes from different business partners as well as their internal business processes. To support recent trends in integration of business processes, BPEL, WS-E and WS-T specipications have been established since 2002 WS-C and WS-T describe the reliable business environment including compensation (undo) or completed business processes. The compensation of business processes is a basic requirement for automation or business processes among business partners. Systems implementing these specifications, however, very rarely exist. It's not only because those specifications are developed recently. but also because they are not perfect yet. In this paper, a new business process transaction management, which complements the deficiency of WS-E and WS-T, is suggested. Furthermore, the new approach proposes the business logics for supervisory coordinators which manage serial and parallel business gates The modification or traditional WS-T specification and the simplification or WS-E specification make business processes managed effectively.

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An Analysis on the Classification and the Real Status of e-Business Model in Korea (국내의 e-Business 모델 분류 및 실태 분석)

  • 허영호;주희엽;권혁인
    • Journal of Information Technology Applications and Management
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    • v.10 no.1
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    • pp.1-17
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    • 2003
  • As the increase of internal users, there are many enterprises and organizations that regard the internal as the great ■marketing superhighway■. But the entrance of too many e-Business enterprises and shopping sites makes them to compete each other Consequently many sites are created and disappeared in the cyberspace. Although fascination and speculation surrounds the impact of the e-Business on business models via benefit-based concept, there is little evidence underlying all this speculation. This article provides on such data set. It reports on critical Issues that e-Business enterprises found salient as they browsed through e-Business model infrastructure on the world wide web, internet-based. We gathered domestic e-Business enterprise's kinds of business model during 2000∼2002 via KMAC's (Korea Management Association Consultants) K-WPI and K-WPC. We classified e-Business models as shopping mall, auction, community. value-chain, collaboration, information brokerage, advertising, Internet service, marketing that we had identified from the existing literature on business models. This study translated these models to the e-Business model context and explored their relative salience. The results suggest that e-Business manager need to think more about how they perform on the issues known to affect decision making for designing e-Business models. We offer advice for enhancing the effectiveness of business models.

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Qualitative Simulation on the Dynamics between Social Capital and Business Performance in Strategic Networks

  • Kim, Dong-Seok;Chung, Chang-Kwon
    • Journal of Distribution Science
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    • v.14 no.9
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    • pp.31-45
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    • 2016
  • Purpose - This study develops a simulation model that looks at the dynamics between social capital and business performance in strategic networks to understand their behaviors in relation to each other, and to suggest dynamic relationship strategies. Research design, data, and methodology - Based on existing literature, this study identifies the complex causal loop diagram on social capital and business performance in strategic networks, and converts them into a simulation model for observing how the changes in business environment and relationship dependency affect social capital and business performance. Results - The simulation results showed that, first, the formation in social capital and business performance of networks with low relationship dependency was less affected by the changes in business environment. Second, the formation in social capital and business performance of networks with high relationship dependency was negatively impacted by the changes in business environment. In other words, higher relationship dependency strengthened the impact of changes in business environment on business performance. Conclusions - Thus, this study confirmed that in strategic networks, the changes in business environment and the degree of relationship dependency dynamically affect business performance, and that relationship dependency mediates the degree in which changes in the business environment affect business performance. The results of the simulations were further verified through actual business cases.

e-Business로의 RAD 적용

  • 변성준;이기민
    • Proceedings of the Korea Database Society Conference
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    • 2000.11a
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    • pp.131-141
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    • 2000
  • e-business 시대를 맞아 시스템을 단기간에 개발하는 Needs 는 더욱더 높아지고 있다. e-business 시스템은 단순히 Business 를 Support 하는 것 뿐만 아니라 시스템 자체가 고객에게 Appeal 하고 거래처로부터 주문을 받아 자재를 조달하고 자금의 결제를 수행한다. 요컨대 시스템 자체가 Business 그 자체가 된다 시스템이 Business 그 자체가 되기 위해서는 Business 전략의 입안부터 시스템 실제 장착에 의한 실현까지 Time Lag 를 최소한이 아니면 안된다. 어떻게 e-business 시스템을 단기간에 개발하는가가 Business 성공전략의 Point 이다 그러나 우리들은 e-business 시스템의 개발에 대해 충분한 경험을 가지고 있다고는 할 수 없고 확립된 방법론도 아니다. e-business 를 곧바로라도 시작하고 싶다는 경영 Needs 가 있다고 해도 무엇부터 착수해야 좋을지 조차 알 수 없는 것이 실상일 것이다. 그래서 본 팀에서는 Host시대에 제창된 $\ulcorner$단기간$\lrcorner$ $\ulcorner$저비용$\lrcorner$ $\ulcorner$고품질$\lrcorner$인 개발을 목표로 하는 개발방법론인 RAD 에 주목하여 e-business 시스템의 개발에 적용할 수 없는지 검토하였다. 본 논문에서는 1,2 장에서 RAD, e-business 의 개요에 대해 각각 정리한다. 다음에 3장에서 e-business 시스템을 개발하는 중에 나타날 거라고 생각되는 문제점을 선출하고 요건 정의, 설계ㆍ 개발ㆍ 테스트라는 시스템 개발의 각 국면에 따라 제시하겠다. 4 장에서는 3장에서 제기한 각각의 문제점에 대해 RAD 의 관점에 비추어 e-business 시스템의 단기개발을 실현하기 위한 고려사항이나 조건 해결책을 제안한다. 본 논문이 지금부터 e-business 를 시작하려고 하는 분, e-business 시스템의 개발을 시작하려고 하는 분께 단기간의 e-business 실현을 위한 하나의 지침이 된다면 다행이겠다.

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The Effect of Business Ethics and Innovative Tendencies on a Organizational Performance - Focused on awareness of business ethics' moderating effect for ISO 26000' improvement of performance - (조직구성원의 윤리의식과 혁신성향이 조직성과에 미치는 영향 -IS0 26000 성과제고를 위한 윤리경영 지각의 조절효과를 중심으로-)

  • Yoon, Heon-Deok;Sung, Jong-Su
    • Journal of Korean Society for Quality Management
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    • v.39 no.2
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    • pp.199-216
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    • 2011
  • Most of the studies based on the outcome of business ethics were mainly focused on financial and non-financial results, CEO's business ethics and practical willingness as a preceding variable for business ethics and its success. This study regards business innovation on corporate sustainability and social responsibilities. There fore, this study will prove the result of activities based on business innovation and its activities, for participation of members is of importance. Therefore, this study proved the hypothesis that a worker's ethical conciousness is important in the result of business ethics, and that it also effects the result of business ethics for practice and innovative intentions for a moderating effect. This study emphasizes on ethical consciousness related to business ethics and consensus related to business ethics due to members' ethical consciousness influenced by organization's business ethics and perception. There ought to be an implication for this study. Also, as a result variable, the job satisfaction of coworkers is affected by conscious business ethics, but not affected in the innovative intentions. In addition, it is shown that the consciousness of business ethics is a controllable variable, for it affects job satisfaction concerning coworkers, but does not affect general job satisfactions.

Analyzing for Firm E-business Performance in E-business Management Environment (E-business 경영환경에서 기업의 E-business 성과 분석 연구)

  • Yoon, Chui Young
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.1295-1298
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    • 2015
  • Many firms have used e-business systems to efficiently perform their business in an e-business management environment. Firms have applied their e-business capabilities to management activities in order to raise the performance of business execution in a global market environment. In this business environment, the analysis and management for the performance of a firm's e-business execution need to efficiently build and improve its e-business capability and competitiveness. This research presents an analysis tool for a firm e-business performance to efficiently manage and improve the e-business performance in this environment. The analysis items for a firm e-business performance are developed and extracted from the major components of a general firm performance in previous studies. The generated analysis items were verified by factor analysis and reliability analysis through a pilot test. The developed twelve items were extracted from twenty items by these analyses. This study developed a 12-item tool that can totally analyze a firm e-business performance in an e-business management environment. The developed tool consists of four analysis factors and twelve items.

The Urgency of Business Agility During COVID-19 Pandemic: Distribution of Small and Medium Business Products and Services

  • BONGSO, Gromyko;HARTOYO, Rachmat
    • Journal of Distribution Science
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    • v.20 no.6
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    • pp.57-66
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    • 2022
  • Purpose: Business agility is an important key to survival for SMEs in Indonesia, especially during the COVID-19 pandemic. Indonesian local product distribution and service distribution are mostly served by SMEs. Agile businesses will be able to assist them in the proper distribution of products and services. This research examines how the direct and indirect influence of IT capabilities on business agility through organizational learning and business intelligence for small and medium enterprises in the distribution of Indonesian products and services. Research design, data and methodology: This research uses SEM method with SmartPLS tool. The sample of this research was conducted on small and medium enterprises in the distribution of Indonesian products and services. The sample obtained in this study was 202 SME owners or managers (strategic level). Results: Business intelligence plays a key role in improving business agility. The results of IT capability can directly and indirectly affect business agility through organizational learning. Conclusions: Business intelligence has the biggest role in increasing business agility in SMEs in Indonesia. IT capability has an indirect effect on business agility through organizational learning. The findings of this study prove that IT capabilities do not indirectly affect business agility through business intelligence.

Smartphone Security Threats and Reality (스마트 폰 보안의 위협과 실태)

  • Son, Young-Su;Hwang, Seon-Ho;Cho, Seong-Hwan;Lee, Gwang-Woo;Kim, Jong-Sung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.977-978
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    • 2011
  • 21세기 초부터 휴대폰으로 인터넷에 접속하는 다양한 서비스가 제공되었으며 스마트폰 사용량은 급증하였고 위협요소 또한 많아졌다. 본 논문은 스마트 폰을 위협하는 악성코드의 종류와 감염경로를 파악하고 그 사례를 통해 문제점을 제시한다.

A Study on the International Business English focusing on Reading (읽기를 중심으로 한 무역영어에 관한 연구)

  • Park, Eun-Ok
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.36
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    • pp.173-194
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    • 2007
  • The purpose of this article is primarily to give prominence to the importance of International Business English education. Although English is one of the most crucial parts in international business transaction it has not been treated as one of academical sciences. As English is a main language when the international business transaction is done International Business English should be studied by scholars who majored in international business area. It is true that there has been no study at all regarding International Business English(in this article, it does not mean General International Business English) so far. Anyone who does and learn the international business should have some opportunities to have a contact towards international business correspondence and other documents before they do in reality. However, in Korea, most English education has been focused on general English and English certificate tests at universities. At universities' level, it is certainly a scholars' task to study International Business English education in order to provide decent education to the students. For doing so, this article examine, focusing only on reading part, how International Business English should be taught and especially, how reading skills should be activated and integrated with other language skills. This objective will be fulfilled by asking, what reading means in International Business English, as well as what role reading plays in International Business English education.

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