• Title/Summary/Keyword: 기업데이터 분석

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Pattern Analysis of Core Competency of CEO Using Fuzzy ID3 (퍼지 ID3를 이용한 CEO핵심역량의 패턴분석)

  • Park, Bong-Gyeong;Hwang, Seung-Gook
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.2
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    • pp.273-278
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    • 2010
  • A few small and medium enterprise administer its organization systematically, but most of them is affected by ability and level of a CEO rather than organization system. In this viewpoint, it can be said the study on ability and level of CEO in small and medium enterprise are so meaningful. Thus, in this paper, the core competency of CEO is obtained from the CEO through questionnaire and it is suggested the evaluation model of the CEO core competency. Also patterns were analyzed by ID3 and fuzzy ID3 from data on expert appraise for CEO core competency and level. The 'if-then' fuzzy rules and decision tree created by results of pattern analysis showed their usefulness for evaluation of CEO core competency in small and medium enterprise.

Empirical Model Building and Analysis for Performance of Social Enterprises (사회적 기업의 성과분석 실증모델 구축 및 분석)

  • Lim, Kyung-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.3
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    • pp.1436-1441
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    • 2014
  • Social enterprise has been increasingly recognized for as important economic and social contribution to modern society. Recently, many efforts and academic researches related to social enterprise are now emerging from practitioners and academics. This work focused on the key elements affecting the performance of social enterprises such as specifically social entrepreneurship, relationship-oriented organizational culture and government support policy. In this empirical model, two performance variables such as economic and social performance represent the dependent variables. And the size and age of the social enterprises are the controlled variables. By analyzing survey data of 107 social enterprises interesting and meaningful results are obtained. Social entrepreneurship influenced economic and social performance of social enterprises. And relationship-oriented organizational culture influenced economic and social performance of social enterprises. On the other hand, government support policy influenced economic performance of social enterprises, but did not influence its social performance. The developed empirical model of social entrepreneurship in this study showed that community-oriented organizational culture and government policy are important factors for the efficient and successful management of social enterprises in Korea.

Information Activity Monitoring for Enhancing the Utilization of the Enterprise Information System (기업 정보 시스템의 활용도 향상을 위한 정보활동 모니터링)

  • Han, Kwan-Hee;Song, Hee-Seok
    • The KIPS Transactions:PartD
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    • v.13D no.5 s.108
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    • pp.749-754
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    • 2006
  • Recently, many enterprises are introducing information systems for their competitive advantages. For enhancing the utilization level of enterprise information system, it is quite important to monitor the usage states of the information systems continuously. However, most enterprise information systems lack this functionality. Proposed in this paper is the framework of IAM (Information Activity Monitoring), which is defined as real-time reporting and alerting of significant information-related activities. This IAM framework provides 4 different views about the information system (data, IT system, business process, and participant) and is implemented as a part of integrated design/manufacturing information system developed by aerospace parts manufacturer. By using the IAM function, IT personnel can monitor significant information-related activities systematically and feedback to their users timely, and ultimately enhance the utilization level of information system.

The Effects of the Environmental Factors for ICT adoption on Globalization capabilities and business performance of SMEs (중소기업 ICT 도입 환경적 요인이 글로벌화역량과 경영성과에 미치는 영향)

  • Jang, Sang-Min;Kim, Kyung-Ihl
    • Journal of Convergence for Information Technology
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    • v.8 no.4
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    • pp.219-224
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    • 2018
  • The purpose of this paper is to analyze the influence of marketing capabilities on business performance among SMEs. The results suggest that complexity, trialability, and observability are among the technological factors that have a significant influence on ICT adoption. Research advantage and compatibility do not influence ICT adoption. Meanwhile, organizational factors such as owner/manager knowledge and innovativeness significantly influence ICT adoption among SMEs. Environmental factors such as competitive pressure, institutional intervention contribute significantly to the adoption. Moreover, data analysis reveals that ICT adoption has a positive influence toward SMEs' marketing capabilities. Finally marketing capabilities significantly influence a firm's business performance.

Analysis of software quantitative evaluation index using ISO/IEC 25023 (ISO/IEC 25023을 활용한 소프트웨어 정량적 평가지표 분석)

  • Kim, Suwook;Park, Yoohyun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.1
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    • pp.7-12
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    • 2019
  • Variety of companies which carry out R&D projects supported by government are proposing quantitative evaluation index business plans. However, Many companies have difficulties in aspects of selecting quantitative evaluation index and in some cases they have troubles to get results from selecting unsuitable evaluation index. First of all, both methods of gathering the data to be analyzed and the products which are tested by the accredited testing institutes classifying by industrial sectors are classified as the quantitative evaluation index selected by the company according to the eight quality characteristics of ISO/IEC 25023 Standard. Secondly, based on the results of the quantitative evaluation indexes classified into eight quality characteristics of the ISO/IEC 25023 standard, the tendency of the quality characteristics of the quantitative evaluation indexes selected mainly by the companies will be understandable. It is hopefully expected that this research will be helpful to select a quantitative evaluation index to evaluate the quality of software products.

A Study of Entrepreneurship Education on Entrepreneurial Orientation of Korean and Chinese University Students: Focused on Entrepreneurial Self-Efficacy as Mediator (기업가정신교육이 한·중대학생들의 기업가적 지향성에 미치는 영향: 자기효능감의 매개효과를 중심으로)

  • Yang, Jun Hwan
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.3
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    • pp.233-242
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    • 2020
  • This empirical study was designed to identify the key factors that affect entrepreneurial orientation of university students. An exploratory model was suggested to verify the relationship among the research variables including entrepreneurship education, entrepreneurial self-efficacy, and entrepreneurial orientation(Innovativeness, Proactiveness, Risk-Taking Propensity) in order to attain the purpose of the study. This paper also aimed at investigating the possible difference between Korea and China in entrepreneurial process within this research framework. Total 440 university students participated in this study from both countries; Korea(n=224) and China(n=216). The hierarchical multiple regression was employed for estimating technique by using IBM SPSS statistics Version 23. The findings showed that entrepreneurship education works as a key predictor of entrepreneurial orien- tation and entrepreneurial self-efficacy as well. Also, entrepreneurial self-efficacy has a positive and significant mediating effect and goes on to further impact entrepreneurial orientation. So, entrepreneurship education should be enhanced extensively in order to promote entrepreneurship of young people. The theoretical and practical implication were presented.

A Study on the Countmeasures of the Korean Pharmaceutical/Bio Industry to the EU Corporate Sustainability Due Diligence Directive, by using Text Mining (텍스트 마이닝을 활용한 국내 제약·바이오 업종의 EU 공급망 실사법 대응 방안 연구)

  • Sori Kim;Joonhak Ki
    • Information Systems Review
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    • v.26 no.1
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    • pp.93-117
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    • 2024
  • In February 2022, the EU announced a draft of the EU Corporate Sustainability Due Diligence Directive requiring due diligence and disclosure of information on environmental and human rights risks in corporate supply chains. This study evaluated the ability of 13 Korean pharmaceutical/bio companies to respond to the EU's demand for due diligence in the supply chain and compared it to 13 globally leading pharmaceutical/bio companies which are considered good in environmental and human rights risk management. For comparative analysis, text mining analysis was performed using R. Basic word frequency and concurrent words were analyzed and topic modeling was performed by applying Latent Dirichlet Allocation. As a result of the analysis, it was found that compared to advanced companies, domestic pharmaceutical and bio companies lack negative issue reporting and identification systems and supply chain due diligence implementation processes, and require advancement of data management for environmental and human rights information disclosure. Accordingly, domestic pharmaceutical and bio companies need to prepare differentiated support measures to systematically identify and reduce risks in the supply chain of small and medium-sized businesses beyond simply providing financial support. It is also desirable for the government to provide policy support by mandating Korea's own supply chain environment and human rights due diligence system, along with support for strengthening the ability to respond to due diligence of domestic pharmaceutical and bio companies, such as expert consulting and financial support.

Worker-Driven Service Development Tool for Smart Factory

  • Lee, Jin-Heung
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.7
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    • pp.143-150
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    • 2020
  • Recently, many companies are interested in smart factory services. Because various smart factory services are provided by the combination of mobile devices, cloud computing, and IoT services. However, many workers turn away from these systems because most of them are not implemented from the worker's point of view. To solve this, we implemented a development tool that allows field workers to produce their own services so that workers can easily create smart factory services. Manufacturing data is collected in real time from sensors which are connected to manufacturing facilities and stored within smart factory platforms. Implemented development tools can produce services such as monitoring, processing, analysis, and control of manufacturing data in drag-and-drop. The implemented system is effective for small manufacturing companies because of their environment: making various services quickly according to the company's purpose. In addition, it is assumed that this also will help workers' improve operation skills on running smart factories and fostering smart factory capable personnel.

The effect of Privacy Factors on the Provision Intention of Individual Information from the SNS Users (SNS 이용자의 프라이버시 요인이 개인정보 제공의도에 미치는 영향)

  • Min, Hyeon-Hong;Hwang, Gee-Hyun
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.1-12
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    • 2016
  • Today, with the popularity of smart phones and the proliferation of SNS, anyone is exposed to the risk of personal information leakage. Unlike the prior studies of privacy, this research aims to identify the privacy factors affecting the provision intention of individual information from the SNS Users. This study also analyses how the perceived privacy risks and corporate trust affect the provision intention of individual information. The analysis results of empirical data show that despite experiencing the privacy leakage such as direct hacking and being aware of the risk, people are providing firms with personal information. The most influential variables to perceived privacy risk are information privacy policy, information privacy concern, previous privacy experience and information privacy awareness in the decreasing order of importance. Those to the corporate trust are information privacy policy, information privacy awareness, previous privacy concern and information privacy experience. Besides, the corporate trust and the perceived privacy risk also affect the provision intention of personal information. Finally, this study proposes the implications for personal information privacy.

Studies on Introducing Performance of RFID System (RFID 시스템 도입성과에 관한 통합적 연구)

  • Park, Kwang-Oh;Kim, Jin-Wan
    • The Journal of the Korea Contents Association
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    • v.11 no.7
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    • pp.354-365
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    • 2011
  • Modern corporations are faced with widespread, dynamic and accelerating changes. To better cope with the external and internal changes, corporations often utilize information technologies such as RFID(Radio Frequency IDentification). To date, RFID research has mainly focused on adoption strategies and intention on RFID, construction case. The purpose of this study is to examine qualitative and quantitative performance on RFID. To validate the research model proposed in the study, filed survey was conducted with 67 in company using RFID. Then, we compare their quantitative financial results after the introduction of RFID in order to measure the performance of the RFID. The results of the study can be summarized as follows. First, the relation among qualitative factors showed significant correlations. Second, the difference of financial metrics was existed after the adopting RFID. Third, significant difference was observed among financial ratio. Fourth, the correlation between qualitative and quantitative performance showed no significant relations.