• 제목/요약/키워드: big data service

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중공업 부문의 대중소 IT 협업 전략과 추진에 관한 사례연구 (A Case Study on The Strategy and Way to Promote IT Collaboration between SMEs and Large Firms in The Heavy Industries)

  • 김정모;조지운
    • 산업공학
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    • 제25권1호
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    • pp.1-12
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    • 2012
  • The challenges facing manufacturing companies today span across the industry, independent of company size or product. Especially, big manufacturers must overcome these challenges, and information technology (IT) collaboration with small and medium enterprises (SMEs) will play a major role in this effort. In this research, the strategy and way to promote IT collaboration between SMEs and large firms in heavy industries are proposed. A pre-consultation was performed to derive the strategy and way for the collaboration, and an IT collaboration system was developed reflection the results of pre-consultation. The IT collaboration system consists of two parts. One is ERP based on BPM for SMEs to standardize and visualize the entire business process from order placement to release. This system also provides their parent company with visibility into the status of orders and user can easily access the system on the web at a low price through cloud computing service. The other is interface part for data changes between large firms and SMEs. Thus far, this paper demonstrates the importance of strategy for the collaboration, and the applicability of IT collaboration system to elevate the speed and efficiency of business.

텍스트마이닝을 통한 댓글의 공감도 및 비공감도에 영향을 미치는 댓글의 특성 연구 (Applying Text Mining to Identify Factors Which Affect Likes and Dislikes of Online News Comments)

  • 김정훈;송영은;진윤선;권오병
    • 한국IT서비스학회지
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    • 제14권2호
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    • pp.159-176
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    • 2015
  • As a public medium and one of the big data sources that is accumulated informally and real time, online news comments or replies are considered a significant resource to understand mentalities of article readers. The comments are also being regarded as an important medium of WOM (Word of Mouse) about products, services or the enterprises. If the diffusing effect of the comments is referred to as the degrees of agreement and disagreement from an angle of WOM, figuring out which characteristics of the comments would influence the agreements or the disagreements to the comments in very early stage would be very worthwhile to establish a comment-based eWOM (electronic WOM) strategy. However, investigating the effects of the characteristics of the comments on eWOM effect has been rarely studied. According to this angle, this study aims to conduct an empirical analysis which understands the characteristics of comments that affect the numbers of agreement and disagreement, as eWOM performance, to particular news articles which address a specific product, service or enterprise per se. While extant literature has focused on the quantitative attributes of the comments which are collected by manually, this paper used text mining techniques to acquire the qualitative attributes of the comments in an automatic and cost effective manner.

핀테크 - 금융과 정보통신 기술의 융합 (FinTech - Conversions of Finance Industry based on ICT)

  • 이성훈;이동우
    • 한국융합학회논문지
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    • 제6권3호
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    • pp.97-102
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    • 2015
  • 스마트폰을 비롯한 스마트 기기들이 대중화되고 모바일 분야가 발전해감으로서 사람들의 소비와 관련된 패턴들이 변화되고 있다. 24시간 동안 언제, 어디서든 필요한 내용물을 구매할 수 있도록 지원되기 때문이다. 이런 변화로 인해 최근 금융과 기술의 융합형태로 등장하고 있는 핀테크 산업이 주목을 끌고 있다. 세계적으로 핀테크 관련 산업은 미국, 영국, 중국 등에서 매우 활발하게 진행되어가고 있다. 본 연구에서는 핀테크와 관련된 산업동향들에 대해 고찰하였으며, 핀테크 관련 기술들이 우리 생활을 어떻게 변화시키고 있는지에 대해 기술하였다. 또한 이들 관련 기술들의 문제점 및 우리에게 암시하고 있는 시사점에 대해서도 알아보았다.

느티나무 보호수의 내부 단층 진단을 통한 건강 분석 (The Health Analysis of Protected Tree 'Zelkova serrata' Using an Ultrasonic Tomograph)

  • 강방훈;조승진;손진관;김남춘;김미희
    • 한국환경복원기술학회지
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    • 제17권2호
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    • pp.73-83
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    • 2014
  • This study was conducted to evaluate defects in Zelkova serrata trees using an ultrasonic tomograph (PICUS) and suggest a management plan to maintain it as a natural and cultural resource. In previous study, health information of 16 protected trees were obtained by surveying the following categories; tree appearance, crown, bark, root exposure, water and nutrition, deterioration, pest, vitality, ground status, and pollutant. The average score of health was 16.5 in 16 trees, which means that general monitor is needed for management. In this study, the evaluation result of tree's inside defects using an ultrasonic tomograph showed that 43.8% of decay rate has been found in 16 trees. In fact, some trees look to be good even though they actually have a defects causing broken by natural disaster such as strong wind. Therefore, it is urgent to put some support to the trees and come up with a protective plan. The results of this study would be useful as basic data in developing a guideline for the efficient conservation and management of big and old trees.

CTaG: An Innovative Approach for Optimizing Recovery Time in Cloud Environment

  • Hung, Pham Phuoc;Aazam, Mohammad;Huh, Eui-Nam
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권4호
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    • pp.1282-1301
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    • 2015
  • Traditional infrastructure has been superseded by cloud computing, due to its cost-effective and ubiquitous computing model. Cloud computing not only brings multitude of opportunities, but it also bears some challenges. One of the key challenges it faces is recovery of computing nodes, when an Information Technology (IT) failure occurs. Since cloud computing mainly depends upon its nodes, physical servers, that makes it very crucial to recover a failed node in time and seamlessly, so that the customer gets an expected level of service. Work has already been done in this regard, but it has still proved to be trivial. In this study, we present a Cost-Time aware Genetic scheduling algorithm, referred to as CTaG, not only to globally optimize the performance of the cloud system, but also perform recovery of failed nodes efficiently. While modeling our work, we have particularly taken into account the factors of network bandwidth and customer's monetary cost. We have implemented our algorithm and justify it through extensive simulations and comparison with similar existing studies. The results show performance gain of our work over the others, in some particular scenarios.

헬스 2.0 기반의 한의정보 프레임워크 모델 설계 (Design Korean Medicine Health Information Model with Health 2.0 Framework)

  • 예상준;양창섭;김철
    • 한국콘텐츠학회논문지
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    • 제13권11호
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    • pp.807-814
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    • 2013
  • 건강관리 및 만성질환관리에 강점을 보이는 한의학의 중요성이 커지고 헬스 커뮤니케이션의 패러다임 변화를 수용한 새로운 한의정보 서비스에 대한 수요가 증대하고 있다. 이러한 변화를 한의학 분야에 확대 적용할 수 있는 방안을 도출하기 위해서 선행연구를 수집하여 헬스2.0의 개념과 서비스의 특징을 분석하고 국내의 한의정보 서비스의 장단점을 파악하였다. 이를 기반으로 인증된 의료정보를 유통하여 의료사고를 미연에 방지하고 의료정보의 가치를 높이며 개별적으로 생산되는 정보를 빅데이터 분석 기술을 활용하여 통합하고 새로운 정보를 추출하고 콘텐츠를 재생산할 수 있는 한의 헬스2.0 프레임워크를 설계하였다.

The Effect of Store Selection Attributes and Consumption Emotion on Revisit Intention to Traditional Market under Retail Regulation

  • Park, Jong-Ho;Chung, Lak-Chae
    • 유통과학연구
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    • 제14권6호
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    • pp.17-26
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    • 2016
  • Purpose - The purpose of this study is to measure the effect on the attributes for store selection and Korean government regulations for large retailers on consumption emotion. Research Design, Data, and Methodology - Using SPSS ver.22, factor analysis & Cronbach's alpha, correlation, and regression test were performed. The total of 287 questionnaires were used for the analysis Result - Familiarity, perceived price, and perceived image have a positive effect on consumption emotion, but perceived quality & service did not. The Consumption emotion had a positive effect on traditional market revisit intentions. Retail regulation preference has a mediate effect between consumption emotion and familiarity & perceived price. Retail regulation preference also has a mediate effect between consumption emotion and traditional market revisit intension. Conclusion - Relationship marketing with sincerity is very important to keep familiarity, perceived price and image. People's consumption trend was changed due to dual career couple and heavy traffic jam in big cities. Therefore, a retail regulation cannot be a right solution for revitalizing traditional markets. So we need to find out an actual situation and design a win-win strategy between large retailers and traditional market.

Managing Key Accounts in the Readymade Garments Industry: To What Extent Bangladeshi Companies Perform

  • Ahmmed, Kawsar;Noor, Nor Azila Mohd.
    • The Journal of Asian Finance, Economics and Business
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    • 제5권4호
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    • pp.57-65
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    • 2018
  • With the paramount importance of key account management in business-to-business relationship, today companies are using this approach as a strategic weapon in their selling efforts targeted at the most important customers to solve their complex requirements with special treatment that eventually ensures both parties' financial and nonfinancial objectives. The aim of this paper is to investigate the level of key account management performance among the export-oriented readymade garments companies in Bangladesh with regards to company's experience in business, size of the company and key account serving capacity of the company. Using a questionnaire, data from 112 readymade garments companies in Bangladesh were collected and analyzed using descriptive analysis and ANOVA to test the level of key account management performance. Results show that the level of key account management performance by the garments companies did not vary by the company's experience in business and size of the company respectively. In contrast, the level of key account management performance was found to be different concerning high, medium, and low customer service capacity. Apparently, companies with big number of customers show better performance than companies with small number of customer. Implications for this study are discussed along with suggestions for future research avenues.

포그 컴퓨팅 환경에서의 보안 및 프라이버시 이슈에 대한 연구 (Security and Privacy Issues of Fog Computing)

  • 남현재;최호열;신형준;권현수;정종민;한창희;허준범
    • 한국통신학회논문지
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    • 제42권1호
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    • pp.257-267
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    • 2017
  • IoT(사물인터넷) 기술이 발전하여 적용 분야가 다양해지고 이에 따라 서비스를 이용하는 사용자 수도 크게 증가하였다. 수많은 IoT 디바이스들에 의해 발생되는 실시간 대용량 데이터를 클라우드 컴퓨팅 환경에서 처리하는 것은 더 이상 적합하지 않다. 이러한 문제를 해결하기 위해서 응답시간을 최소화 하고 실시간 처리가 적합하도록 하는 포그 컴퓨팅이 제안되었다. 하지만 포그 컴퓨팅이라는 새로운 패러다임에 대한 보안 요구사항이 아직 정립되지 않았다. 이 논문에서는 포그 컴퓨팅에 대한 모델 정의와 정의된 모델에 대한 보안 요구사항을 정리하였다.

파일 공유를 위한 분산 파일 서버 설계 및 구현 (Design and Implementation of Distributed File Transfer Server)

  • 박주영;고석주;강신각
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2002년도 추계종합학술대회
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    • pp.614-618
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    • 2002
  • 파일 공유를 위한 방법으로 FTP, NFS나 최근 P2P기술 등이 많이 제안되었지만, 현재까진 아직 FTP를 많이 사용하고 있다. 본 논문에서는 거의 기존 파일 전송 서비스 환경의 변경을 하지 않으면서도 고용량의 데이터를 보다 효율적으로 공유할 수 있는 방법으로써 Distributed File Server(DFS)방식을 제안한다. DFS의 특징은 기존 서버 클라이언트 방식의 FTP 환경을 변경하지 않고, 단지 다수의 서버들과 클라이언트 사이에 DFS를 설치함으로써 클라이언트에게 고용량 파일 저장 장소를 가진 FTP서버를 제공할 수 있다는 것이다. RedHat7.2 상에서 DFS 기능의 검증을 위한 프로토타입 구현을 통해 최근 대두되고 있는 고용량 데이터들로 인한 파일 시스템의 부족등의 문제점을 해결할 수 있음을 보였다.

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