• 제목/요약/키워드: Business Intelligence system

Search Result 753, Processing Time 0.028 seconds

클라우드 환경에서 XMDR-DAI를 이용한 데이터 정제 시스템 (Data Cleaning System using XMDR-DAI in Cloud)

  • 문석재;정계동;이종용;최영근
    • 디지털융복합연구
    • /
    • 제12권2호
    • /
    • pp.263-270
    • /
    • 2014
  • 클라우드 환경에서 비즈니스 인텔리전스를 위한 DW(Data Warehouse)는 기업 내에 데이터를 의사결정, 기업 정책을 결정하는데 사용하고 있다. 그러나 클라우드 환경에서 새로운 시스템이 추가되면 데이터 통합 측면에서 시스템간의 여러 가지 이질적인 특성으로 인해 많은 비용과 시간이 필요로 하게 된다. 따라서 본 논문에서는 클라우드 환경에서 비즈니스 인텔리전스를 위한 데이터 정제 시스템을 제안한다. 제안 시스템은 XMDR-DAI를 이용하여 분산된 시스템을 통합할 때 로컬 시스템의 영향을 최소화하고, DW의 정보를 실시간으로 생성하기 위해 데이터 통합을 위한 표준화된 정보를 제공한다. 또한 기존 시스템의 변경 없이 데이터를 통합하여 비용과 시간을 절감하고, 실시간 데이터 추출 및 정제 작업을 통한 일관성 있는 실시간 정보를 생성하여 정보의 품질의 향상시킬 수 있도록 한다.

A Study on the Construction Method of HS Item Classification Decision System Based on Artificial Intelligence

  • Choi, keong ju
    • International Journal of Advanced Culture Technology
    • /
    • 제8권1호
    • /
    • pp.165-172
    • /
    • 2020
  • Industrial Revolution means the improvement of productivity through technological innovation and has been a driving force of the whole change of economic system and social structure as the characteristic of technology as the tool of this productivity has changed. Since the first industrial revolution of the 18th century, productivity efficiency has been advanced through three industrial revolutions so far, and this fourth industrial revolution is expected to bring about another revolution of production. In this study, the demand for the introduction of artificial intelligence(AI) technology has been increasing in various business fields due to the rapid development of ICT technology, and the classification of HS(harmonized commodity description and coding system) items has been decided using artificial intelligence technology, which is the core of the fourth industrial revolution. And it is enough to construct HS classification system based on AI technology using inference and deep learning. Performing the HS item classification is not an easy task. Implementation of item classification system using artificial intelligence technology to analyze information of HS item classification which is performed manually by the current person more accurately and without any mistake, And the customs administrations, customs offices, and customs agencies, it is expected to be highly utilized in the innovation of trade practice and the customs administration innovation FTA origin agent.

대학 행정의 정보통합 및 통계분석을 위한 다차원 BI 시스템의 설계 및 구현 (Design and Implementation of multi-dimensional BI System for Information Integration and Analysis in University Administration)

  • 지경엽;양희성;권영미
    • 한국멀티미디어학회논문지
    • /
    • 제19권5호
    • /
    • pp.939-947
    • /
    • 2016
  • As the number of legacy database systems and the size of data to manipulate have been vastly increased, it has become more difficult and complex to analyze characteristics of data. To improve the efficiency of data analysis and help administrators to make decisions in business life, BI(Business Intelligence) system is used. To construct data warehouse and cube from legacy database systems makes it easy and fast to transform raw data into integrated and categorized meaningful information. In this paper, we built a BI system for an University administration. Several source system databases were integrated to data warehouse to build data cubes. The implemented BI system shows much faster data analysis and reporting ability than the manipulation in legacy systems. It is especially efficient in multi dimensional data analysis, nonetheless in single dimensional analysis.

스마트 홈 기기의 지능등급 측정을 위한 실증적 연구 (An Empirical Study for Intelligence Level Measurement of Smart Home Appliances)

  • 권순범;김은홍;이환범
    • 지능정보연구
    • /
    • 제13권4호
    • /
    • pp.105-120
    • /
    • 2007
  • 본 논문은 스마트 홈 네트워크를 구성하는 정보가전기기의 지능성 측정을 위한 지능등급 측정모델을 개발하는 것이 목적이다. 스마트 홈 기기의 지능을 측정하기 위하여 다양한 문헌 고찰을 토대로 지능성 측정에 필요한 핵심 구성요소와 측정요소를 도출하여 재정의 하였다. 이를 토대로 지능등급 측정모델을 개발하였고 도출된 요소들은 각각의 중요도를 반영하기 위해서 델파이 방법을 이용하여 가중치를 산출하였다. 또한 다차원적인 지능성의 속성을 종합적으로 나타내기 위하여 퍼지적분을 사용하였다. 개발한 모델을 현재 출시되고 있는 스마트 홈 정보가전기기에 적용하여 지능수준을 측정하고 지능등급을 판정하였다. 제시된 지능등급측정모델은 사용자가 스마트 홈 기기의 지능성에 대하여 객관적으로 판단할 수 있는 기준을 제공하고, 스마트 홈 기기 개발 업체 및 서비스 개발업체에게는 제품 및 서비스에 대한 지능성 구현 수준을 구체적으로 정할 수 있으므로 스마트 홈 산업화를 촉진하는 계기를 마련할 것으로 기대한다.

  • PDF

외국계 생명보험 설계사의 감성지능이 직무스트레스에 미치는 영향 : 자기효능감의 매개효과를 중심으로 (The Emotional Intelligence Effects on Foreign LCs' Self-Efficacy and Job Stress)

  • 정광진;박상범
    • 산경연구논집
    • /
    • 제9권5호
    • /
    • pp.93-104
    • /
    • 2018
  • Purpose - This study is to investigate the relationship among emotional intelligence, self-efficacy and job stress of foreign life insurance consultants focusing on the mediating effect of self-efficacy. Regarding job security, in general foreign life insurance companies in Korea have more severe working conditions in terms of required contract performance. For foreign life insurance consultants, they are assumed to need higher level of emotional intelligence and self efficacy to meet the conditions. In this study, focus is cast on these aspects. Research design, data, and methodology - Basically the research is conducted upon questionnaires responded by foreign life insurance consultants. That is, data are collected from 255 sample of insurance consultants who work for a foreign owned life insurance company. The Questionnaire measure the level of emotional intelligence, self-efficacy and job stress of insurance consultants. The data are analyzed using pearson's correlation coefficient and hierarchical multiple regression, descriptive statistics, t-test, ANOVA, Durbin-Watson test. Results - The general characteristics of respondents are gender, age, marital status, education level, income monthly, career length, change jobs no, working day per week, call no. per week, meeting no. with client per week, contract regularity, contract no. per month and cancellation contract per year. The mean of emotional intelligence is 2.63, self-efficacy is 3.44 and job stress is 2.20. Emotional intelligence is composed with mean value of self emotion appraisal(3.93), other's emotion appraisal(3.78), regulation of emotion(3.29) and use of emotion(3.52). The mean of self efficacy is composed with mean value of self-confidence(3.41), self-regulated efficacy(3.59) and preference task difficulty(3.30). The job stress is composed with mean value of job requirement(2.61), lack of job autonomy(1.99), conflict of personal relations(1.99), job instability(2.38), organizational system(2.19) and inappropriate compensation(2.07). There is a significant positive correlation between emotional intelligence and self-efficacy. The emotional intelligence and self-efficacy are significantly negative correlation with job stress. The self-efficacy is showed a mediating variable between emotional intelligence and job stress. Conclusions - To decrease job stress level, foreign life insurance company should find the factors to improve the emotional intelligence and self-efficacy of life insurance consultants, and develop appropriate plans using a mediating role of self- efficacy between emotional intelligence and job stress.

e-Business 환경하에서의 CBR(Case-based Reasoning)을 이용한 지식경영 사례 (A Study on Knowledge Management Utilizing CBR in e-Business)

  • 정창덕;김광철
    • 지식경영연구
    • /
    • 제3권1호
    • /
    • pp.93-106
    • /
    • 2002
  • Knowledge management is a recent area in business administration that deals with how to leverage knowledge as a key asset and resource in modern organizations. Also, Knowledge systems are the single most important industrial and commercial offspring of the discipline called artificial intelligence. A Case Based Reasoning(CBR) system solves new problems by recalling adapting previous solutions. This paper presents the results of a recent empirical study. Furthermore this study proposes a CBR Methodology designed to manage knowledge of Hana company under e-business.

  • PDF

Analysis of Google's success factors and direction

  • LEE, Sang-Youn;KIM, Se-Jin
    • 한국인공지능학회지
    • /
    • 제8권2호
    • /
    • pp.11-16
    • /
    • 2020
  • Among the innovative companies leading the era of the 4th industrial revolution, the world's largest Internet company is Google. Google has grown by providing convenient services such as Internet search, Android smartphone operating system, and video. Now, Google is leading the global IT industry by continuing to develop in various new business fields based on open service platforms, artificial intelligence, and big data. In this study, an exploratory discussion was conducted on Google's success factors and future directions. The purpose of the research is to understand the development process of the IT field from the successfactors of Google and to analyze the development direction of the future IT industry. Google's success factors were its open platform policy and successful acquisitions of external companies. In fact, most of the services Google offers come from companies that have acquired and acquired them. In addition, there was a corporate culture that values and supportsthe spirit of challenge and autonomy of members who are not afraid of failure. Based on this study's review of Google's direction analysis, the follow-up study will infer the direction of the IT industry in depth and look at the future technologies that IT majors need to prepare.

의사결정 지원시스템을 위한 비즈니스 인텔리전스 플랫폼 (A Business Intelligence Platform for Decision Support System)

  • 이승호;김현산;양해술
    • 한국정보처리학회:학술대회논문집
    • /
    • 한국정보처리학회 2006년도 춘계학술발표대회
    • /
    • pp.1455-1458
    • /
    • 2006
  • 비즈니스 인텔리전스(Business Intelligence)라는 용어는 기업 환경에서 매우 포괄적으로 사용되는 업무범위이다. 그러나 이를 이해하는 첫 번째 접근법은 데이터에 대한 분석적 접근을 행해야 만 가능하다는 것이며, 일반적으로 현황 보고서 조회 등과 같은 조회 시스템을 통하여 제공되는 현상 파악을 초월하여 데이터가 가지고 있는 여러 가지 속성을 의미 있게 이해하는 절차를 포함하는 것이다. 이러한 접근법에서 기업의 기간계 시스템등과는 확연히 다른 속성을 가지고 있다. 전사적 자원관리 시스템(ERP)은 기업의 중요 정보를 실시간으로 유지하기 위한 거래 시스템에서부터 기업의 운영을 위한 내부 회계, 영업, 서비스 시스템을 총괄하는 지원 능력을 가지게 된다. 그러나 ERP에서 생성되는 정보의 특성은 현시점에서 가정 정확한 트렌젝션 데이터의 속성을 가지게 되며, 업무적으로는 프로세스를 통합하는 기능을 지원받을 수 있게 된다. 이에 반하여 비즈니스 인텔리전스 애플리케이션은 현상을 초월하는 비즈니스 담당자의 질문에 답할 수 있는 시스템으로 구분 할 수 있다.

  • PDF

스마트 공급망 구축을 위한 지능형사물인터넷 영향요인에 관한 연구 (A Study on the Influential Factors of Intelligence Internet of Things for Establishing Smart Supply Chains )

  • 조건식;박철수
    • Journal of Information Technology Applications and Management
    • /
    • 제31권2호
    • /
    • pp.51-66
    • /
    • 2024
  • Internet of Things (IoT) is a term that has been introduced in recent years, and it defines objects being able to connect and transfer data through the internet. Although some IoT-related products are currently available in the market, there are still some IoT problems that need to be overcome, such as the technology issues and lack of confidence and understanding of IoT. This study aims to analyze the influential factors in building successful IoT system for smart supply chain. This study develops the Analytic Hierarchy Process (AHP) to evaluate the influential factors in IoT. This study finds that tangible factors (Technology, Value and Connectivity) are more important than the intangible factors (Operation and Intelligence). Finally, this study concludes that after enterprises build a good IoT connectivity system, it is essential to combine this with good IoT technology to create a successful IoT environment. The findings may help practitioners implement IoT in smart supply chains to deal with disruptions, risks and vulnerabilities in the post-pandemic era.

ISO 9000 프로세스 접근법이 경영성과에 미치는 영향 (The Effectiveness of Process Approach of ISO 9000 for Business Performance)

  • 유춘번;김동진
    • 산업경영시스템학회지
    • /
    • 제28권4호
    • /
    • pp.124-133
    • /
    • 2005
  • The purpose of this study is to analyze the effectiveness of process approach for business performance of a company certified with ISO 9000 : 2000 quality management system. The result of this empirical research were identified as follows. Documentation and an intelligence process appeared with a preference matter in an influence to reach to a business performance of a company through the organization which established a process approach. It reveals that the process approach of quality management system might affect positively for customer satisfaction, product qualify, financial results and cost reduction.