• 제목/요약/키워드: data driven strategy

검색결과 124건 처리시간 0.027초

K-뷰티 브랜드의 CSR동기가 CSR 진정성과 브랜드 신뢰에 미치는 영향 -한·중 소비자 비교를 중심으로- (The Effect of CSR Motivation of K-Beauty Brands on CSR Authenticity and Brand Trust -Focusing on Comparison of Korean and Chinese Consumers-)

  • 이선주;정윤희
    • 한국응용과학기술학회지
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    • 제40권2호
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    • pp.210-222
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    • 2023
  • 본 연구는 K-뷰티브랜드의 CSR동기가 CSR 진정성과 브랜드 신뢰에 주는 영향과 CSR 진정성과 브랜드 신뢰가 브랜드 지지에 주는 영향을 확인하고자 한·중 소비자 데이터를 이용해 비교연구하여 진행하였다. 수집된 데이터 중 392부를 검증에 사용하였고 2단계 접근법과 최우도 측정법을 활용해 분석하였다. 연구 결과, 자기본위적 동기를 제외한 가치지향적, 이해관계자지향, 전략적 동기는 CSR 진정성과 브랜드 신뢰에 긍정적 영향을 주는 것으로 나타났다. 또한 CSR 진정성은 브랜드 신뢰에 긍정적 영향을 주었고, 이는 브랜드를 지지하는 것으로 나타났다. 한·중 소비자를 비교한 결과, 두 나라 모두 CSR동기가 진정성과 브랜드 신뢰에 영향을 주는 것으로 나타났으나 중국소비자가 한국소비자보다 더 많은 부분에서 높게 나타난 결과를 보였는데 이러한 결과는 K-뷰티 브랜드의 중국시장 확장을 위해서는 중국소비자를 이해하고 그들이 추구하는 CSR동기 전략을 강화해야 한다는 시사점을 가진다.

The Hybrid Knowledge Integration Using the Fuzzy Genetic Algorithm

  • Kim, Myoung-Jong;Ingoo Han;Lee, Kun-Chang
    • 한국데이타베이스학회:학술대회논문집
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    • 한국데이타베이스학회 1999년도 춘계공동학술대회: 지식경영과 지식공학
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    • pp.145-154
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    • 1999
  • An intelligent system embedded with multiple sources of knowledge may provide more robust intelligence with highly ill structured problems than the system with a single source of knowledge. This paper proposes the hybrid knowledge integration mechanism that yields the cooperated knowledge by integrating expert, user, and machine knowledge within the fuzzy logic-driven framework, and then refines it with a genetic algorithm (GA) to enhance the reasoning performance. The proposed knowledge integration mechanism is applied for the prediction of Korea stock price index (KOSPI). Empirical results show that the proposed mechanism can make an intelligent system with the more adaptable and robust intelligence.

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The Characteristics of Network and Innovation in the IT Venture Company: Examining the Roles of Absorptive Capacity

  • Han, Su Jin;Kang, Sora
    • Journal of Information Technology Applications and Management
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    • 제22권3호
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    • pp.129-141
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    • 2015
  • The purpose of this study is to provide an explanation for the association between the characteristics of a network and the type of innovation by considering the effect of absorptive capacity. To do so, this study examined the moderating effects of absorptive capacity on the characteristics of network-innovation relationship in a technical-driven venture company. In order to obtain a better understanding about consequences caused by interfirm network, information was obtained from 169 Korean IT venture companies. Results confirmed that the network diversity is positively associated with exploration. Our results also suggested that the network strength is positively associated with exploitation. Finally, we found a positive two-way interaction between absorptive capacity and the network diversity-exploration relationship. Then, we discussed implications and directions for future research.

농산물 전문 인터넷쇼핑몰의 성과분석과 효과적인 운영전략수립을 위한 연구 (Performance Analysis of the Agricultural Product-Oriented Internet Shopping Mall and Its Effective Operation Strategy)

  • 이건창;김진성;신형철
    • 경영과학
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    • 제17권3호
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    • pp.73-95
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    • 2000
  • In Korea, the distribution channel for agricultural products is notorious for its complexity and ineffectiveness. In this sense, the Agricultural Cooperative has tried to clarify the distribution channel and reduce its length. However, there still exist much room for improvements. The Internet shopping mall specific for agricultural product, therefore, is drawing much attention because it can reduce the length of distribution channel drastically and improve effectiveness from the distribution perspective. To test the validity of such Internet-driven shopping mall, we gathered questionnaire data from the Internet based Hannaro Shopping Mall which is run directly by the Agricultural Cooperative. We performed experiments respectively for the two groups of operating personnel and consumers. Experimental results showed that several important factors can be identified which are significant statistically and deemed to have meaningful relationship with performance variables. Our results also showed that the Internet shopping mall has a great potential for improving the effectiveness of the distribution channel of the agricultural products.

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혈중 목표 농도 자동 조절기(TCI) 개발 PART2: 시스템 구현 및 평가 (Development of Target-Controlled Infusion system in Plasma Concentration. PART2: Design and Evaluation)

  • 안재목
    • 대한의용생체공학회:의공학회지
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    • 제24권1호
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    • pp.45-53
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    • 2003
  • Based on the 4-compartmental pharmacokinetic model developed in PART1, target-controlled infusion(TCI) pump system was designed and evaluated. The TCI system consists of digital board including microcontroller and digital signal process(DSP), analog board, motor-driven actuator, user friendly interface, power management and controller. It provides two modes according to the drugs: plasma target concentration and effect target concentration. Anaesthetist controls the depth of anaesthesia for patients by adjusting the required concentration to maintain both plasma and effect site in drug concentration. The data estimated in DSP include infusion rate, initial load dose, and rotation number of motor encoder. During TCI operation, plasma concentration. effect site concentration, awaken concentration, context-sensitive decrement time and system error information are displayed in real time. Li-ion battery guarantees above 2 hours without power line failure. For high reliability of the system, two microprocessors were used to perform independent functions for both pharmacokinetic algorithm and motor control strategy.

국방연구개발 사업성과에 영향을 미치는 사업관리 요인에 관한 실증연구 (An Empirical Study on Managerial Factors Affecting Performance of Defense R&D Projects)

  • 편완주;김성근;이주헌
    • Journal of Information Technology Applications and Management
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    • 제16권4호
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    • pp.223-244
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    • 2009
  • Defense R&D is an essential investment for the national security. Recently our nation has also begun to initiate a number of defense R&D projects. As a lot of fund and resources are allocated to these projects, we need to identify which projects to initiate and then how to manage these projects well. Though there have been a number of studies on R&D projects in commercial sector, there are only a few studies in defense R&D sector. Moreover, these existing defense R&D studies mainly deal with the former issues, which are occurring at the stage of project planing. We are more concerned with project management issues, such as how to manage projects that had already been evaluated to undertake at the planning stage. Specifically our study aims to identify project management factors leading to the success of defense R&D projects. Results of the empirical analysis indicate that management support, user-driven requirements management, and project planning capability are key elements for project performance.

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ISP 방법론 비교 선정을 위한 프레임워크 (A framework for selecting information systems planning (ISP) approach)

  • Sung Kun Kim;Soon Sam Hwang
    • Journal of Information Technology Applications and Management
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    • 제9권3호
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    • pp.129-139
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    • 2002
  • There exist a number of information systems planning (ISP) methodologies. Historically these methodologies have been evolving to reflect new technologies and business requirements. In fact, it is an uneasy task to select a methodology that fits a business need. Though there have been a number of studies proposing new ISP approaches, we are unable to find much research doing a comparative analysis on existing ISP methodologies. Our study, therefore, is to present a classification scheme for ISP approaches and to provide a guideline framework for selecting an approach most suitable to a particular firm's need. Our classification utilizes types of components covered in ISP deliverables and the peculiarity of these components. Such classification scheme and selection framework would help derive an IT-driven new enterprise model more effectively.

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AI기법을 이용한 멀티채널 심전도신호의 패턴인식 알고리즘 (An algorithm for pattern recognition of multichannel ECG signals using AI)

  • 신건수;이병채;황선철;이명호
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.575-579
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    • 1990
  • This paper describes an algorithm that can efficiently analyze the multichannel ECG signal using the frame. The input is a set of significant features (points) which have been extracted from an original sampled signal by using the split-and-merge algorithm. A signal from each channel can be hierarchical ADN/OR graph on the basis of the priori knowledge for ECG signal. The search mechanisms with some heuristics and the mixed paradigms of data-driven hypothesis formation are used as the major control mechanisms. The mutual relations among features are also considered by evaluating a score based on the relational spectrum. For recognition of morphologies corresponding to OR nodes, an hypothesis modification strategy is used. Other techniques such as instance, priority update of prototypes, and template matching facility are also used. This algorithm exactly recognized the primary points and supporting points from the multichannel ECG signals.

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Mining Parallel Text from the Web based on Sentence Alignment

  • Li, Bo;Liu, Juan;Zhu, Huili
    • 한국언어정보학회:학술대회논문집
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    • 한국언어정보학회 2007년도 정기학술대회
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    • pp.285-292
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    • 2007
  • The parallel corpus is an important resource in the research field of data-driven natural language processing, but there are only a few parallel corpora publicly available nowadays, mostly due to the high labor force needed to construct this kind of resource. A novel strategy is brought out to automatically fetch parallel text from the web in this paper, which may help to solve the problem of the lack of parallel corpora with high quality. The system we develop first downloads the web pages from certain hosts. Then candidate parallel page pairs are prepared from the page set based on the outer features of the web pages. The candidate page pairs are evaluated in the last step in which the sentences in the candidate web page pairs are extracted and aligned first, and then the similarity of the two web pages is evaluate based on the similarities of the aligned sentences. The experiments towards a multilingual web site show the satisfactory performance of the system.

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브랜드 진정성과 자아-브랜드 연결성이 소셜 미디어에서의 고객 인게이지먼트와 충성도에 미치는 영향 (The Impact of Brand Authenticity and Self-Brand Connection on Customer Engagement and Loyalty in Social Media)

  • 이윤재
    • Journal of Information Technology Applications and Management
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    • 제30권4호
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    • pp.65-76
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    • 2023
  • On social media, companies create brand experiences while customers actively seek, consume, and generate brand-related content. Customer engagement plays a vital role in the marketing performance of social media-driven brands. This study explores the positive relationship between brand authenticity, aligning brand identity with image, and self-brand connection, aligning brand identity with consumers' self-concepts, on customer engagement and its subsequent impact on brand loyalty. The study surveyed 243 consumers engaged with brand-related social media content, validating hypotheses using structural equation modeling. Results confirmed that brand authenticity and self-brand connection positively affect customer engagement, which, in turn, boosts brand loyalty. These findings highlight the importance of companies enhancing brand authenticity and self-brand connection to drive customer engagement, with theoretical and practical implications provided.