• 제목/요약/키워드: Business Data

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통합 공간자료 실무 활용에 관한 실험 연구 (Experimental Research of Business Practice Utilizing Geospatial Data)

  • 김형태;강창식;최보연;어양담
    • 한국측량학회:학술대회논문집
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    • 한국측량학회 2010년 춘계학술발표회 논문집
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    • pp.111-112
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    • 2010
  • The purpose of this research is to analyze the business process in which Korea Land & Housing Corporation utilizes spatial DB of NSDI(National Spatial Data Infrastructure) for compensation service. By the analysis of spatial data connected with compensation service, the influence of the matching error among spatial data on the business process for the service is identified and it is required to draw a direction for improvement in it.

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ebXML 환경에서의 지식기반 검색 시스템 (Knowledge Based Search System In the ebXML Environment)

  • 최형림;김현수;최현덕
    • 한국전자거래학회지
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    • 제7권3호
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    • pp.75-91
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    • 2002
  • As B2B (Business to business) develops swiftly, at home as well as in other advanced countries, plans for activating Electronic business are made and proceeded in a national viewpoint. However, it is essential task for the construction, advancement and activation of B2B framework to make an efficient search for differently built -up data from B2C and thus to look for optimal business partner suitable for his/her own business. For this, in the last Aug. of 2001, government has also referred to ebXML, the exchange model for electronic business data based on XML, as a suggestion for B2B framework. The purpose of this study is to develop search system for efficient choice of business partner and this will play an important role for data processing and competitiveness strengthening of small and medium enterprises. Meanwhile, this system is built up by using systemic characteristics registered in ebXML Registry/Repository and ‘question-expanding’ searching ways based on the particulars of business profiles for both objectiveness and maximum efficiency of search result.

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A Big Data-Driven Business Data Analysis System: Applications of Artificial Intelligence Techniques in Problem Solving

  • Donggeun Kim;Sangjin Kim;Juyong Ko;Jai Woo Lee
    • 한국빅데이터학회지
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    • 제8권1호
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    • pp.35-47
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    • 2023
  • It is crucial to develop effective and efficient big data analytics methods for problem-solving in the field of business in order to improve the performance of data analytics and reduce costs and risks in the analysis of customer data. In this study, a big data-driven data analysis system using artificial intelligence techniques is designed to increase the accuracy of big data analytics along with the rapid growth of the field of data science. We present a key direction for big data analysis systems through missing value imputation, outlier detection, feature extraction, utilization of explainable artificial intelligence techniques, and exploratory data analysis. Our objective is not only to develop big data analysis techniques with complex structures of business data but also to bridge the gap between the theoretical ideas in artificial intelligence methods and the analysis of real-world data in the field of business.

The Effect of Entrepreneurial Orientation and Talent Management on Business Performance of the Creative Industries in Indonesia

  • MUDJIJAH, Slamet;SURACHMAN, Surachman;WIJAYANTI, Risna;ANDARWATI, Andarwati
    • The Journal of Asian Finance, Economics and Business
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    • 제9권1호
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    • pp.105-119
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    • 2022
  • This study aims to develop a concept based on empirical research on improving optimal business performance. This goal is achieved by examining the relationship between variables of entrepreneurial orientation, talent management, market orientation, and business performance. The construction of the relationship between research variables, namely entrepreneurial orientation, talent management, on business performance is mediated by market orientation on handicraft businesses in Indonesia. The sampling method was used to collect data from 145 businessmen in Indonesia, using surveys and questionnaires. Data was collected using a survey technique carried out from June 2020 to December 2020. The data obtained was analyzed using the PLS Pro 19. This study developed 9 hypotheses that were tested directly, indirectly, and through mediation. This study has five findings. First, Entrepreneurship Orientation does not directly affect Business Performance. Second, Entrepreneurship Orientation also has a significant direct effect on Talent Management and market orientation. Third, Talent Management and market orientation have a direct and significant impact on business performance. Fourth, market orientation mediates the effect of entrepreneurial orientation on business performance. Fifth, talent management mediates the effect of entrepreneurial orientation on business performance. The results show that entrepreneurial orientation mediated by talent management and market orientation can improve creative industry business performance for the better.

Business Orientation, Goals and Satisfaction of Korean-American Business Owners

  • Ryu, Jay-Sang;Swinney, Jane;Muske, Glenn;Zachary, Ramona Kay
    • Asian Journal of Business Environment
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    • 제2권2호
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    • pp.5-11
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    • 2012
  • Purpose - This research examined the relationship between business orientation and business goals and satisfaction of Korean-American business owners. Research design/data/methodology - Entrepreneurial Orientation (EO) and Small Business Orientation (SBO) were the theoretical constructs underlying this research. The responses from 200 Korean-American business owners who participated in the 2005 National Minority Business Owner Surveys were used for data analysis. Results - Noneconomic business goal was positively related to business owners' SBO tendency, and those with a SBO tendency had the higher business satisfaction than those with EO. Conclusions - The findings suggest that policy makers should develop business assistance programs that correspond with owners' business orientation.

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The Impact of E-Business on Activity Extension and Business Performance

  • UKAJ, Fatos;RAMAJ, Vehbi;LIVOREKA, Ramiz
    • 유통과학연구
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    • 제18권8호
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    • pp.103-112
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    • 2020
  • Purpose: Business has been completely revolutionized by the Internet. This study seeks to determine the impact of e-business on activity extension and business performance. It aims to examine the actual stage of e-business, help others to apply the knowledge gained, and help in expanding new researches in this field. Research design, data and methodology: The data utilized in this study was obtained from survey. In total of 60 questionnaires accepted as valid out of 80 distributed, data was analyzed using the SPSS, and methods used were correlation and reliability analyses. Results: The study result shows that e-business has a significant positive impact on activity extension and the performance of business in Kosovo. The findings also revealed that there is a correlation between the various online marketing strategies and consumer satisfaction. The development of e-business for Kosovo is an important factor in participation in the world market, where there is a growing need for innovation and modernization of business. Conclusions: The study recommends that there should be raised awareness among business owners and managers as well as the general public. Moreover, there should be a proper application of marketing strategies to e-business.

의사결정나무를 활용한 비즈니스 프로세스 분석 (A Method for Business Process Analysis by using Decision Tree)

  • 허원창;배혜림;김승;정기성
    • 한국전자거래학회지
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    • 제13권3호
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    • pp.51-66
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    • 2008
  • 기업이 비즈니스 프로세스의 중요성을 인식하게 되면서 비즈니스 프로세스 관리시스템에 대한 관심이 높아졌다. 그러나 전통적으로 BPMS는 업무프로세스의 모형화 및 실행에 그 초점이 맞추어져 있어, 상대적으로 프로세스 관리의 궁극적인 목적인 프로세스 효율성 제고나 더 나아가 프로세스를 혁신하는 데에는 큰 기여를 하지 못하였다. BPMS는 일반적으로 방대한 량의 이력 데이터를 남기게 되는데, 이에는 프로세스의 실행과 관련된 다양한 의미있는 정보나 규칙들이 숨어있다. 본 연구는 데이터마이닝 기법을 활용하여 프로세스 이력 데이터를 분석하는 체계적인 방법론을 제시한다. 제시된 방법론은 프로세스 분석을 위한 데이터 모형, 분석절차, 그리고 시스템 프레임워크를 포함한다. 또한 그 유용성을 검증하기 위하여, 시뮬레이션 데이터를 이용한 실험결과를 제시한다.

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A Study on Artificial Intelligence Education Design for Business Major Students

  • PARK, So-Hyun;SUH, Eung-Kyo
    • 산경연구논집
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    • 제12권8호
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    • pp.21-32
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    • 2021
  • Purpose: With the advent of the era of the 4th industrial revolution, called a new technological revolution, the necessity of fostering future talents equipped with AI utilization capabilities is emerging. However, there is a lack of research on AI education design and competency-based education curriculum as education for business major. The purpose of this study is to design AI education to cultivate competency-oriented AI literacy for business major in universities. Research design, data and methodology: For the design of AI basic education in business major, three expert Delphi surveys were conducted, and a demand analysis and specialization strategy were established, and the reliability of the derived design contents was verified by reflecting the results. Results: As a result, the main competencies for cultivating AI literacy were data literacy, AI understanding and utilization, and the main detailed areas derived from this were data structure understanding and processing, visualization, web scraping, web crawling, public data utilization, and concept of machine learning and application. Conclusions: The educational design content derived through this study is expected to help establish the direction of competency-centered AI education in the future and increase the necessity and value of AI education by utilizing it based on the major field.

중소기업의 e-비즈니스가 생산성에 미치는 영향에 관한 연구 (A Study on the Impact of the e-business of SMEs on Productivity)

  • 노경호
    • 통상정보연구
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    • 제7권2호
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    • pp.49-74
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    • 2005
  • E-business has received much attention from entrepreneurs, executives, investors, and industry observers recently. The Internet is flourishing and the World Wide Web is growing at an exponential rate In recent years, information has become the critical commodity needed for success in the changing global economic order. Accordingly, business organizations have come to the conclusion that they require an extensive data repository in order to acquire a competitive advantage in a dynamically change market. This rich assortment of data must further be delivered and deliverable enterprise-wide in a secure and cost-efficient manner. Information technology(IT) has created the E-business as a vitally important mechanism for the storage, dissemination, and even the analysis data. The E-business has become increasingly important to a growing number of organizations in Korea in relatively short order. The present study is an attempt to develop a more through understanding of the potential and actual impact of the E-business on organizational functions and activities. Expecially, it also consists of an effort to assess the impact of the E-business on productivity. The research also addresses the issue of how the E-business affects productivity and shapes or modifies business activities. The results of literature review and study revealed that middle managers believe that the extent of the E-business use is significantly related to improvements in overall organizational functions and activities. While communication, decision-making, productivity, work collaboration, and business activities are all enhanced by E-business use, productivity appears to be most dramatically improved by Intranet use.

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중소기업의 e-비즈니스가 수익성에 미치는 영향에 관한 연구 (A Study on the Impact of the E-Business of SMEs on Profitability)

  • 노경호
    • 경영과정보연구
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    • 제18권
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    • pp.133-161
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    • 2006
  • E-business has received much attention from entrepreneurs, executives, investors, and industry observers recently. The Internet is flourishing and the World Wide Web is growing at an exponential rate. In recent years, information has become the critical commodity needed for success in the changing global economic order. Accordingly, business organizations have come to the conclusion that they require an extensive data repository in order to acquire a competitive advantage in a dynamically change market. This rich assortment of data must further be delivered and deliverable enterprise-wide in a secure and cost-efficient manner. Information technology(IT) has created the E-business as a vitally important mechanism for the storage, dissemination, and even the analysis data. The E-business has become increasingly important to a growing number of organizations in Korea in relatively short order. The present study is an attempt to develop a more through understanding of the potential and actual impact of the B-business on organizational functions and activities. Expecially, it also consists of an effort to assess the impact of the E-business on profitability. The research also addresses the issue of how the E-business affects profitability and shapes or modifies business activities. The results of literature review and study revealed that middle managers believe that the extent of the I-business use is significantly related to improvements in overall organizational functions and activities. While communication, decision-making, productivity, work collaboration, and business activities are all enhanced by E-business use, profitability appears to be most dramatically improved by Intranet use.

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