• Title/Summary/Keyword: practice-based research network

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Posting RFM Model for Evaluating the Member Loyalty in Social Network Sites (소셜 네트워크 사이트 회원 충성도 평가를 위한 Posting RFM 모델)

  • Li, De-Kui;Ha, Byung-Kook
    • Journal of Service Research and Studies
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    • v.1 no.1
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    • pp.49-60
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    • 2011
  • Recently, with the growing of social network sites, people's choice is also getting more and more. So the notion of loyalty has become an important construct within the Social Network framework because of member is easy switching on the social networking sites. Despite the increasing importance of social network sites loyalty question, there's very little research in this area. In electronic commerce, the website loyalty development process is based on both website satisfaction and website trust toward the net-enabled business. But how to target the members with high or low loyalty in the social network sites is still a question. In this paper we propose one improved RFM model to evaluate the member loyalty to find the potential members for improving the service quality of the social network site. In addition, an empirical case study is performed to demonstrate how this procedure works. Moreover, further applications of this research are provided for improved social network sites experiences and how to use the model to practice.

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An Application of a Jackson Network for Waiting Time Reduction at the Emergency Care Center (잭슨 네트워크를 이용한 응급실의 대기 시간 단축 연구)

  • Kim, Su-Mi;Seo, Hee-Yeon;Lee, Jun-Ho;Kwon, Yong-Kap;Kim, Seong-Moon;Park, In-Cheol;Kim, Seung-Ho;Lee, Young-Hoon
    • Korean Management Science Review
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    • v.27 no.1
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    • pp.17-31
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    • 2010
  • Patients entering an emergency care center in a hospital usually visit medical processes in different orders depending on the urgency level and the medical treatments required. We formulate the patient flows among diverse processes in an emergency care center using the Jackson network, which is one of the queueing networks, in order to evaluate the system performances such as the expected queue length and the expected waiting time. We present a case study based on actual data collected from an emergency care center in a hospital, in order to prove the validity of applying the Jackson network model in practice. After assessing the current system performances, we provide operational strategies to reduce waiting at the bottleneck processes and evaluate the impact of those strategies on the entire system.

Evidence-Based Clinical Practice Guideline for Fluid Therapy to Prevent Contrast-induced Nephropathy (조영제 유발 신장병증 예방을 위한 수액요법에 관한 근거기반 임상실무지침 개발)

  • Lee, Kyung Hae;Shin, Kyung Min;Lee, Hyeon Jeong;Kim, So Young;Chae, Jung Won;Kim, Mi Ra;Han, Min Young;Ahn, Mi Sook;Park, Jin Kyung;Chung, Mi Ae;Chu, Sang Hui;Hwang, Jung Hwa
    • Journal of Korean Clinical Nursing Research
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    • v.23 no.1
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    • pp.83-90
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    • 2017
  • Purpose: This study was to develop evidence-based clinical practice guideline in order to prevent contrastinduced nephropathy (CIN) for patients undergoing percutaneous coronary intervention (PCI). Methods: The guideline was developed based on the "Scottish Intercollegiate Guidelines Network (SIGN)". The first draft of guideline was developed through 5 stages and evaluated by 10 experts.(1) Clinical questions were ensured in PICO format.(2) Two researchers conducted a systematic search through electronic database, identifying 170 studies. We selected 27 full text articles including 16 randomized clinical trials, 7 systematic reviews, and 4 guidelines. Quality of each studies were evaluated by the Cochran's Risk of Bias, AMSTAR, K-AGREEII. Among the studies, 11 studies were excluded.(3) The strength of recommendations were classified and quality of recommendations were ranked.(4) Guideline draft was finalized.(5) Content-validation was conducted by an expert group. All contents were ranked above 0.8 in CVI. Results: Evidence-based clinical practice guideline to prevent CIN was dveloped.(1) The guideline for preventing CIN recommends using 0.9% saline.(2) Standardized rate of fluid therapy is 1 to 1.5ml/kg/hr.(3) Execute hydration for 6~12hrs before PCI and after PCI. Conclusion: This study suggests evidence-based clinical practice guideline for preventing CIN which can be more efficiently used in clinical practice.

Elastic modulus of ASR-affected concrete: An evaluation using Artificial Neural Network

  • Nguyen, Thuc Nhu;Yu, Yang;Li, Jianchun;Gowripalan, Nadarajah;Sirivivatnanon, Vute
    • Computers and Concrete
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    • v.24 no.6
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    • pp.541-553
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    • 2019
  • Alkali-silica reaction (ASR) in concrete can induce degradation in its mechanical properties, leading to compromised serviceability and even loss in load capacity of concrete structures. Compared to other properties, ASR often affects the modulus of elasticity more significantly. Several empirical models have thus been established to estimate elastic modulus reduction based on the ASR expansion only for condition assessment and capacity evaluation of the distressed structures. However, it has been observed from experimental studies in the literature that for any given level of ASR expansion, there are significant variations on the measured modulus of elasticity. In fact, many other factors, such as cement content, reactive aggregate type, exposure condition, additional alkali and concrete strength, have been commonly known in contribution to changes of concrete elastic modulus due to ASR. In this study, an artificial intelligent model using artificial neural network (ANN) is proposed for the first time to provide an innovative approach for evaluation of the elastic modulus of ASR-affected concrete, which is able to take into account contribution of several influence factors. By intelligently fusing multiple information, the proposed ANN model can provide an accurate estimation of the modulus of elasticity, which shows a significant improvement from empirical based models used in current practice. The results also indicate that expansion due to ASR is not the only factor contributing to the stiffness change, and various factors have to be included during the evaluation.

An Exploratory Study on Block chain based IoT Edge Devices for Plant Operations & Maintenance(O&M) (플랜트 O&M을 위한 블록체인 기반 IoT Edge 장치의 적용에 관한 탐색적 연구)

  • Ryu, Yangsun;Park, Changwoo;Lim, Yongtaek
    • Journal of the Korean Society of Systems Engineering
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    • v.15 no.1
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    • pp.34-42
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    • 2019
  • Receiving great attention of IoT and 4th industrial revolution, the necessity comes to the fore of the plant system which aims making it smart and effective. Smart Factory is the key realm of IoT to apply with the concept to optimize the entire process and it presents a new and flexible production paradigm based on the collected data from numerous sensors installed in a plant. Especially, the wireless sensor network technology is receiving attention as the key technology of Smart Factory, researches to interface those technology is actively in progress. In addition, IoT devices for plant industry security and high reliable network protocols are under development to cope with high-risk plant facilities. In the meanwhile, Blockchain can support high security and reliability because of the hash and hash algorithm in its core structure and transaction as well as the shared ledger among all nodes and immutability of data. With the reason, this research presents Blockchain as a method to preserve security and reliability of the wireless communication technology. In regard to that, it establishes some of key concepts of the possibility on the blockchain based IoT Edge devices for Plant O&M (Operations and Maintenance), and fulfills performance verification with test devices to present key indicator data such as transaction elapsed time and CPU consumption rate.

Measuring the Potential of the Korean Border Area for Green Détente Practice using Prosuming-index (프로슈밍지표를 통한 접경지역 기반 남북한 그린데탕트 실천 잠재력 분석)

  • Ahn, Jin-Hee;Koh, Kyung-Taek;Kim, YoungSeok
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.43 no.5
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    • pp.675-687
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    • 2023
  • The border area between the South and North Korea is considered a stage for promoting Green Détent through the transformation of the Demilitarized Zone into the Green Peace Zone. This paper proposes 'Prosuming-index' composed of items to evaluate the multi-layered nature of industrial and infrastructure projects in the ecological and environmental fields planned in the border area. Based on the prosuming-index, we derived the following four types of potential for Green Detent practice in the border area-first, the Incheon and Ganghwa regions as 'a logistics/human network and agricultural/fishery production area', second, the northern Gyeonggi region as a 'cooperative network area based on the smart technology industries', third, the western Gangwon and the parts of nothern Gyeonggi region, as 'a multiple prosumer's area based on carbon neutral technologies', lastly, the eastern Gangwon region, as 'a transition area from idle or aged infrastructure to green infrastructure through the renewable energy industries'.

Development of Transit Assignment Model Considering an Integrated Distance-Based Fare System and In-Vehicle Congestion (통합거리비례요금제와 차내혼잡을 반영하는 통합대중교통망 통행배정 모형 구축)

  • Park, Jun-Hwan;Sin, Seong-Il;Im, Yong-Taek;Im, Gang-Won
    • Journal of Korean Society of Transportation
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    • v.25 no.2 s.95
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    • pp.133-143
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    • 2007
  • Previous studies on the transit assignment hardly show its achievement in research but have many limitations not only in theory but also in practice. This paper presents an integrated transit assignment model taking into account cost functions of multiple modes, such as auto, bus and subway, which represent an integrated network. An integrated transit network including cost functions and in-vehicle congestion needs to be developed. In addition, a link fare calculation model needs to be developed and applied to the model to calculate path travel costs. Based on these sub-models, a path-based traffic assignment model, which considers in-vehicle congestion and an integrated distance-based fare system in the integrated traffic network, is developed.

Eliciting and Analyzing Requirements for Smart Environment for Future-Oriented Learning and Coaching (스마트 배움터 시스템 설계에 관한 연구)

  • Lee, Jungwoo;Lee, Hyejung;Kim, Min Sun
    • Knowledge Management Research
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    • v.14 no.1
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    • pp.121-132
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    • 2013
  • In education, innovative ways of teaching and learning are always under development and keep being proposed with advanced concepts since the ancient times. Student-centered learning, problem-based learning and cooperative learning have been three major trends under development in secondary education research and practice more than a decade or so. Combined with advanced information and communication technologies, these trends will greatly transform the way we teach and learn in classroom environment and may change the classroom environment itself, into a more interactive and self-centered coaching type environment. In this study, a smart environment that utilizes advanced information technology devices and network is conceptualized, accommodating requirements contained and proposed in the recent trendy pedagogies. Pedagogical cases discussed in these trends are analyzed in detail, producing requirements for such a learning and coaching environment. These requirements are modeled using unified modeling language, leading to a proposal of a basic architecture for an information system supporting this environment.

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Features of the Use of Computer Telecommunications In Education: Development Prospects

  • Honcharuk, Vitalii;Sherman, Mykhailo;Tumasov, Serhii;Shevchuk, Oleksii;Yeremenko, Liliia;Zaporozhchenko, Vitalii
    • International Journal of Computer Science & Network Security
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    • v.22 no.1
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    • pp.213-217
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    • 2022
  • In the article, in connection with the goal and the hypothesis put forward, the following tasks were formulated: Based on the analysis of literature and existing pedagogical experience, the possibilities, features and pedagogical conditions for the use of educational telecommunication projects were specified. The selection of topics and content of educational telecommunication projects for use has been carried out. Research methods: theoretical analysis of psychological, pedagogical and methodological literature, projects of educational standards in computer science and information technology, study of the state of the problem in teaching practice, questioning.

Streaming Vs. Download - Are They Similar Digital Goods? The Difference between Access-Based Digital Goods and Ownership-Based Digital Goods (접속 기반 디지털 제품과 소유 기반 디지털 제품의 차이에 관한 연구)

  • Lee, Minhyung;Choi, HanByeol Stella
    • Knowledge Management Research
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    • v.21 no.3
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    • pp.161-176
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    • 2020
  • Numerous products have been created in a digital format in the era of digitization. At an early stage, such products were provided in the format of individual digital file, requiring the individuals to own products by downloading them on the personal devices. With the development of Internet network, people began to consume digital goods in a new mode called 'streaming.' Streaming is a service provided through access-based consumption mode based on Internet network. Rather than downloading each file, individuals can utilize such product and services by connecting the network to their own devices. Access-based digital goods are distinguished from traditional ownership-based digital goods such as downloaded contents, in that permanent ownership is not allowed. Taken this into account, this study attempts to investigate how individuals' perception toward digital goods, the psychological ownership, differs according to the consumption mode. The results show that individuals feel less psychological ownership toward access-based digital goods than ownership-based digital goods. Our study provides several avenues to both theory and practice.