• Title/Summary/Keyword: Business Analytic

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A Basic Study of Development of Post-disaster Refugees Housing Performance Index (재난대응 구호주거 성능지표 개발을 위한 기초연구)

  • Nam, Hye-Ryeong;Lee, Won-Hak;Kang, Su-Min;Kim, Sung-Tae;Cho, Young-Jun;Lee, Byung-Yun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.12
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    • pp.744-754
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    • 2017
  • In this study, an analytic hierarchy process (AHP) was conducted with the aim of developing a post-disaster refugee housing performance index system (PPS) to improve the post-disaster refugee housing (PRH) performance criteria for the foundation of quality-based development. The PRH was defined as a mid-term temporary housing facility that is used for a certain period before the permanent housing is established. The safety, rapidity, reusability, habitability, and economy were derived from major performance factors through prior research. A hierarchical PPS was organized by linking the major performance factors with the whole life cycle process of PRH. The priority of each performance index of PPS was determined quantitatively using the analytic hierarchy process through an expert survey. Based on AHP analysis, the performance criterion of the total weight 1-10 ranking and the performance criterion of the first rank in each category were classified into the essential performance criterion (must be achieved) and the others were classified into the recommended performance criterion (optional achieved) and the performance index was constructed considering all stages of PRH development. With the completion of the PRH performance index, it is expected that victims will be able to secure stable residence and return to their daily lives quickly.

A qualitative study for barrier factors of Korean venture firms' internationalization using Analytic Hierarchy Process (AHP를 이용한 한국벤처기업의 국제화 장애요인에 관한 질적 연구)

  • Yoo, Sung-Joon;Kim, Hag-Min
    • Korea Trade Review
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    • v.43 no.1
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    • pp.199-221
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    • 2018
  • The internationalization of venture firms is of importance resulting from the increased opportunities as well as the entry barriers faced in this process. This study is to investigate barrier factors affecting Korean venture firms' internationalization. Among these factors, we measured relative weights using Analytic Hierarchy Process (AHP). Literatures regarding global firm's internationalization was reviewed, and barriers were classified environment, corporate and CEO barriers. Multiple variables were used in order to measure their relative significance. We surveyed executives of venture firms comprising two groups: first, 15 global venture firms, and secondly, gradually internationalizing firms. The two groups show contradictory results as environment barriers are the primary for born-global ventures and corporate barriers are the primary for gradually internationalizing ventures. Concerning corporate barriers, the lack of marketing capability is the highest barrier for both groups. The CEO barrier is the lowest for both groups. Regarding corporate barriers, gradually internationalizing ventures considers the risk of business as highest, whereas born-global ventures features the lack of R&D capacity as highest Results of this paper imply that firms should consider priority and sequential approaches in facing environment, corporate and CEO barriers.

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A Study on Priority of Innovation Activity, Business Performance and Maximization Factors of SMEs. (중소기업의 혁신활동과 사업성과 극대화 요인의 우선순위 연구)

  • Kim, Chi-Kook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.436-446
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    • 2018
  • The purpose of this study is to examine the priorities of innovation activities, business performance, and maximization factors of SMEs. Support programs for each government department are operated by various industries. Various supports, including subsidies, grants, marketing, planning, and education, are provided to each company. Therefore, this study aims to analyze and identify the priorities of innovation activities that have a positive effect on business performance. The efficacy of the proposed model and the psychometric properties of structure were analyzed using the analytic hierarchy process (AHP). The hierarchical structure of corporate innovation activities are composed of 'R&D' and 'government support', and 'Inside R&D, Outsourcing R &D, Consortium R&D'. As a result of analyzing companies that received more than one type of R&D government support, it can be seen that 'government support' (72.1%) is more important than 'research and development' (27.8%). In addition, this study found key sub-factors loadings including Assistant Support (30.1%), Tax Support (22.7%), Funding Support (18.8%), Inside R&D (10.8%), Outsourcing R&D (10.3%), and Consortium R&D (7.2%). Analysis results suggest that the priorities of detailed innovation activities of R&D and government support affect product innovation and process innovation, which in turn, influence business performance and maximization of SMEs. This implies that SMEs who want to participate in the government support project will be helpful in setting the direction of innovation activities. This study also suggests the importance of strategic priorities among the decision elements for CEOs.

A Relative Importance Evaluation of Shipbroking Service by the AHP (AHP 분석을 이용한 해운중개 서비스의 상대적 중요도 평가)

  • Kim, Hwa Young;Kim, Un Soo
    • Journal of Korea Port Economic Association
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    • v.29 no.4
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    • pp.157-174
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    • 2013
  • A shipbroking is maritime service business, which is consist of market of freight, shipbuilding, sales & purchase and demolition for intermediation between customer and supplier. In this way, a shipbroking business has strong relationship with shipping industry and is also knowledge service business for creation additional value based on shipping, shipbuilding, financial and law etc. However, the research on the evaluation items and a method for shipbroking company were not carried out in previous research. In this paper, We defined evaluation items with three high level, six middle level and sixteen low level for evaluation of shipbroking service by expert's brainstorming and AHP(analytic hierarchy process) method. And also carried out survey to employees of shipbroking company as supplier and shipping company as customer. As a result of survey, result of service in high level, convenient of middle level and credibility of low level are evaluated highly, and also business credit rating, profit of customer, achievement of customer's object are considered to more important than others items. In case of comparison between group, a method of contact with client, problem-solving ability, good relationship with clients of international and domestic evaluated importantly in common.

Supporting Measures for Mobile Application Development Activation (모바일 애플리케이션 개발 활성화 지원에 관한 연구)

  • Sim, Myungsik;Bae, Junseong;Lee, Sangjoon
    • Information Systems Review
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    • v.15 no.1
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    • pp.91-104
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    • 2013
  • As coming smart computing era, the government and leading telecommunication companies have actively supported the development of mobile applications. However, since it is processed apart from the characteristics of small businesses, policy problems and support ways have continuously been pointed out. In this study, we selected priority of support project for the activation of the mobile application development, then proposed support ways for the success of small development business. Firstly, we researched the mobile business literatures, support projects and policy trends of the Korean government, academia and private sector. Next, we developed the activation model for small development business by synthesizing of support projects, literatures and expert group interviews. Based on this model, we selected priority of support projects according to AHP (Analytic Hierarchy Process) analysis results. In conclusion, we categorize the five support ways for the activation of mobile application development. We are expecting that these support ways will be useful to the development of effective policies and selection of detail tasks for the support of small business or developers.

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A Method for Selecting AI Innovation Projects in the Enterprise: Case Study of HR part (기업의 혁신 프로젝트 선정을 위한 모폴로지-AHP-TOPSIS 모형: HR 분야 사례 연구)

  • Chung Doohee;Lee Jaeyun;Kim Taehee
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.18 no.5
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    • pp.159-174
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    • 2023
  • In this paper, we proposed a methodology to effectively determine the selection and prioritization of new business and innovation projects using AI technology. AI technology is a technology that can upgrade the business of companies in various industries and increase the added value of the entire industry. However, there are various constraints and difficulties in the decision-making process of selecting and implementing AI projects in the enterprise. In this paper, we propose a new methodology for prioritizing AI projects using Morphology, AHP, and TOPSIS. The proposed methodology helps prioritize AI projects by simultaneously considering the technical feasibility of AI technology and real-world user requirements. In this study, we applied the proposal methodology to a real enterprise that wanted to prioritize multiple AI projects in the HR field and evaluated the results. The results confirm the practical applicability of the methodology and suggest ways to use it to help companies make decisions about AI projects. The significance of the methodology proposed in this study is that it is a framework for prioritizing multiple AI projects considered by a company in the most reasonable way by considering both business and technical factors at the same time.

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An Economic Approach to the Rational Development and Use of Marine Resources (II) (해양자원의 합리적 개발.이용에 관한 경제학적 연구(II))

  • 유동운
    • The Journal of Fisheries Business Administration
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    • v.14 no.1
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    • pp.19-43
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    • 1983
  • Mankind has made traditional use of various ocean resources in such several forms as fish, plants food, means of transportation, and military purpose, followed by the recent exploitation of offshore subsoil or sea-bed minerals, energies, and utilization of ocean space. These available ocean resources come from the marine natural environment which has a distinct feature in view of the relationship between human wants and their capacity to meet them. Though these socially basic resources however bring forth the so-called scarcity or differential rent, their communal nature of ownership dissipates free gifts of nature endowed to society as a whole. Thus to maximize these rents and social welfare thereof, rents should be secured and preserved through a well-defined arrangements of property-ownership as well as appropriate comparison of competing uses of marine resources, taking full cognizance of their irreversible adverse effects of a specific choice on the alternatives. Here I showed the sources of rent yielded from the multiple uses of navigation, fishery, mariculture, minerals, and recreation site, and also summarized the presently widely-known analytic tool to measure these rents with emphasis on due care of the telescopic faulty of the appraiser in charge, viewed from the communal point, Finally, as communal property is in strict sense owned by the public at large, notwithstanding the restricted communal ownership at government or local governments control, effectiveness of competition I expect should be kept while transferring claims of these resources from the legal owner to private enterprise as well as while extracting their rent by her. In particular, various national or social objectives look forward to tile maximization of social efficiency. Discretionary system in noncompetitive method thus, is exceptionally suggested because of probable suspicion from the public whether these resources are transferred as a give away or not in discretion. And these realized rent payments, I propose, should be wisely taken advantage of in advancement of scientific research in marine nature to bring an incremental rent therefrom successively.

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A Study on the MIS curriculum directions and courses based on the MIS identity and IS core competency (MIS 정체성과 IS 핵심 역량 관점의 MIS 교육과정 방향 및 내용에 관한 연구)

  • Chang, Yun-Hee
    • Journal of Digital Convergence
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    • v.10 no.1
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    • pp.253-270
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    • 2012
  • In a rapidly changing IT and business management environment the demand for competent IS personnels is increasing. However, it is ironic that the number of IT and IS majors has sharply decreased as well as the widespread skepticism of IS identity. This research suggests directions to differentiate MIS to other IT majors, diversify IS core competency and make general improvements in MIS curriculum. The research recommend the courses of IS Strategy and policy, ITA/EA, Global IT Management, Emerging Technologies, DW/DM, BI, IT Service Science, Project Management, IT Consulting and integrated capstone which are few in Kore universities. This research also stress the course of soft skills like business communication, team building, analytic/logical thinking, rational problem solving and so on as a important IS competency. The pedagogy of course is important, so the research recommend the internship, mentoring programme, lecturers in industry according to industrial - educational cooperation.

Development of Environmental Performance Index Using Analytic Hierarchy Process (계층분석법을 이용한 환경성과정보지표의 개발)

  • Kim, Jeong-In;Kwon, Oh-Jae
    • Environmental and Resource Economics Review
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    • v.13 no.1
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    • pp.1-32
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    • 2004
  • Environmental Performance Index(EPI) has shown some limitation. Since it has lack of analysis for the relation between environmental performance and business performance, and public information. Therefore it could not provide valuable information for the shareholders to decide for the investment. In this paper by using Analystic Hierarchy Process (AHP), EPI was calculated giving some weighted scale for each environmental items. Improvement of pollution treatment, general management data such as EMS system, and environmental improvement for the products and process were the main three items when decision makers in bankings are considering the investment for a company. In empirical case, companies which has Environmental-Friendly Coorperation Award from MOE and ISO 14001 certification had shown strong relation between business performance and environmental performance.

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Meta-analysis of Information Security Policy Compliance Based on Theory of Planned Behavior (정보보안 정책준수에 대한 메타분석: 계획된 행동이론을 중심으로)

  • Kim, Jongki;Mou, Jian
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.169-176
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    • 2020
  • With widespread use of information technologies the importance of information security has been heightened. Security policies which deal with fundamental direction of information security are critical elements of information security management. Numerous studies have been conducted on users' intention to comply security policies. They were based on various theoretical foundations and the theory of planned behavior(TPB) was the most frequently used. This research employed one of the quantitatively synthesizing meta-analytic techniques called Two-Stage Structural Equation Modeling to investigate factors influencing information security policy compliance behavior based on TPB. Analysis results indicated that all three factors of TPB were significantly influencing the behavioral intention. Moreover, the overall fit indices of structural model exhibited satisfactory level.