• Title/Summary/Keyword: Knowledge-based systems

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Effects of Body Position and Time after Feeding on Gastric Residuals in LBW Infants

  • Hwang, Sun-Kyung;Ju, Hyun-Ok;Kim, Young-Soon;Lee, Hwa-Za;Kim, Young-Hae
    • Journal of Korean Academy of Nursing
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    • v.33 no.4
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    • pp.488-494
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    • 2003
  • Purpose. To examine the effects of body position and time after feeding on gastric residuals in low birth weight infants(LBW). Methods. A repeated measures design was conducted. Twenty LBW infants being fed via indwelling nasogastric tubes were randomly assigned to one of 5 different position orderings. In each position, gastric residuals were measured at 30, 60, 90, 120, 150, and 180 minutes after feeding. Results. In comparisons of gastric residuals with position and time, the main effects of position and time were statistically significant (F=5.038, p=0.001; F=429.763, p < 0.001, respectively), but the interaction between position and time was found not to be significant. In pairwise comparisons, the gastric residuals were more reduced in the right anterior oblique and prone positions compared with the left lateral position (p < 0.05) and the differences across time periods were significant (p < 0.001). Conclusions. The body position after feeding has a significant affect on gastric residuals over time in LBW infants. The right anterior oblique or prone position is recommended rather than left lateral position after feeding. Knowledge of the proper position and the pattern of gastric emptying over time after feeding may lead to the development of evidence-based nursing care.

Design and implementation of OSGi-based Context-Aware Mobile Healthcare System (OSGi 기반 상황인지 모바일 헬스케어 시스템 설계 및 구현)

  • Song, Seung-Jae;Kim, Nam-Ho;Ryu, Sing-Hwan;Shin, Ho-Jin;Jang, Kyung-Soo;Shin, Dong-Ryoel
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.44 no.2 s.314
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    • pp.47-59
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    • 2007
  • Recently, Healthcare system has not been standardized and has been developed as an embedded system lacking interoperability. We are finally going to face such problems as having excessive load in using network caused by the uncontrolled spread of system and un-guaranteed interoperability among the heterogeneous systems. We suggest the possibility that OSGi and JADE can be accepted as a solution for the above problems.

Uncertainty Quantification of Propulsion System on Early Stage of Design (추진체계 개념설계단계에서 불확실성 고려방법에 대한 연구)

  • Ahn, Joongki;Um, Ki-in;Lee, Ho-il
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2017.05a
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    • pp.258-265
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    • 2017
  • At the early stage of the development of high speed propulsion systems, the designers suffer from the lack of both the quantity and the quality of test data. In that situation, the associated uncertainties could not be modeled as probabilistic distribution since probabilistic modelling requires large amount of data. In this paper, instead, the information provided by experts based on their experience and engineering knowledge was used to model uncertainty using the evidence theory. In designing the DCR(Dual Combustion Ramjet) engine, the combustion efficiencies, not well understood and little data existing, are assumed to have been provided by experts. And the uncertainties are quantified by Evidence theory. The quantified uncertainties are incorporated into the optimization. The design variables, area of inlet and area of combustor exit, have been found while satisfying reliability margins of thrust and thermal choking. The results show a reasonable design of the engine under the uncertain circumstances.

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The Development of Infrared Thermal Imaging Safety Diagnosis System Using Pearson's Correlation Coefficient (피어슨 상관계수를 이용한 적외선 열화상 안전 진단 시스템 개발)

  • Jung, Jong-Moon;Park, Sung-Hun;Lee, Yong-Sik;Gim, Jae-Hyeon
    • Journal of the Korean Solar Energy Society
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    • v.39 no.6
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    • pp.55-65
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    • 2019
  • With the rapid development of the national industry, the importance of electrical safety was recognized because of a lot of new electrical equipment are installing and the electrical accidents have been occurring annually. Today, the electrical equipments is inspect by using the portable Infrared thermal imaging camera. but the most negative element of using the camera is inspected for only state of heating, the reliable diagnosis is depended with inspector's knowledge, and real-time monitoring is impossible. This paper present the infrared thermal imaging safety diagnosis system. This system is able to monitor in real time, predict the state of fault, and diagnose the state with analysis of thermal and power data. The system consists of a main processor, an infrared camera module, the power data acquisition board, and a server. The diagnostic algorithm is based on a mathematical model designed by analyzing the Pearson's Correlation Coefficient between temperature and power data. To test the prediction algorithm, the simulations were performed by damaging the terminals or cables on the switchboard to generate a large amount of heat. Utilizing these simulations, the developed prediction algorithm was verified.

Awareness of Korean Unification and Health Care in Healthcare Professional Students (예비의료인의 통일보건의료에 대한 인식)

  • Jang, Kyung Jin;Seoung, Yoon Ki;Yoon, Su Hyun;Chumg, Hye Seung;Kim, Soo Hyang;Yang, You Lee;Chu, Sang Hui
    • Journal of Korean Public Health Nursing
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    • v.30 no.3
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    • pp.456-469
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    • 2016
  • Purpose: The purpose of this study was to investigate the awareness of Korean unification and health care in healthcare professional students. Methods: Descriptive survey design was used, and self administered questionnaires were collected from 567 participants. The data were analyzed using descriptive statistics, chi-square test, ANOVA, and scheffe test. Results: A total of 279(54.4%) students answered that Korean unification is needed. The mean score of attentiveness to Korean unification was 5.27(${\pm}2.10$) out of 10, and the mean score of interest on health care for unification was 4.28(${\pm}2.26$). The degree of interest in Korean unification was significantly associated with the degree of health care for unification(p<.001). The mean score of necessity regarding health care education for unification was 5.59(${\pm}2.15$) out of 10, which was proportional to the degree of interest in the Korean unification(p<.001). The mean score of knowledge regarding North Korea's medical status was 2.35(${\pm}1.17$) out of 10. Conclusion: Based on the study results, continuous education about unification as well as health care for unification is required in order to increase awareness of Korean unification and healthcare in students. Furthermore, additional studies to better understand nursing care systems of North Korea and to identify the roles of nurses in the unification process and public healthcare of unified Korea are needed.

An Artificial Intelligence-based Data Mining Approach to Extracting Strategies for Reducing the Churning ]date in Credit Card Industry (신용카드 시장에서 데이터 마이닝을 이용한 이탈고객 분석)

  • 이건창;정남호;신경식
    • Journal of Intelligence and Information Systems
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    • v.8 no.2
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    • pp.15-35
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    • 2002
  • Data mining has received a lot of attention from practitioners. That is partly because it allows company to extract a set of useful knowledge about customers from database, thereby retaining current customers and magneting potential customers. This logic is especially essential in the field of credit card industry, where just 5% increase of number of customers is hewn to cause 120% increase in profit. The problem is how to retain current customers and even make them more loyal to company. However, previous studies lacked proposing extensive strategies of reducing the churning rate. In this sense, this study attempts to suggest such strategies by applying neural network, logistic regression, and C5.0 techniques to credit card data. We used a real data set of four years from 1997 to 2000, which were gathered from a credit card company. Experimental results revealed that our approach could yield robust strategies for retaining customers by reducing the churning rate.

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A Integration Systems of REL/RDD based on MPEG-21 (MPEG-21 기반의 REL/RDD 연동 시스템)

  • Yeon, Dong-Hee;Kim, Yoon-Gi;Song, Jong-Chul;Jung, Hoe-Kyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.1
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    • pp.421-424
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    • 2005
  • Recently, As the managing techniques of consuming method and transmission for the sharply increasing multimedia contents has been developed regardless of compatibility by each company, It is a serious obstacle to the development of the organized copyright techniques because nothing can be shared by each other. The MPEG committee under ISO established MPEG-21 framework for it and proposed the REL as the words taking care of copyright and standardized them. However, there seemed to be some problems that special knowledge such as Schema defining the structures of XML and REL should be necessary. Furthermore, There can be some obscurity when the authority of REL document and one of consumer side is different. Therefore, in this paper, we laid out and realized the copyright including consuming system to copyright and prove the REL documents more conveniently and RDD integration system using Web Services technology which can get rid of the vagueness of REL.

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Mobile Code Authentication Schemes that Permit Overlapping of Execution and Downloading (다운로드와 수행의 병행을 허용하는 모바일 코드 인증 기법)

  • Park Yongsu;Cho Yookun
    • Journal of KIISE:Computer Systems and Theory
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    • v.32 no.3
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    • pp.115-124
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    • 2005
  • When the application code is downloaded into the mobile device, it is important to provide authentication. Usually, mobile code execution is overlapped with downloading to reduce transfer delay. To the best of our knowledge, there has not been any algorithm to authenticate the mobile code in this environment. In this paper, we present two efficient code authentication schemes that permit overlapping of execution and downloading under the two cases: the first is when the order of transmission of code chunks is determined before the transmission and the second is when this order is determined during the transmission. The proposed methods are based on hash chaining and authentication trees, respectively. Especially, the latter scheme utilizes previously received authentication informations to verify the currently received chunk, which reduces both communication overhead and verification delay. When the application code consists of n chunks, communication overheads of the both schemes are 0(n) and verification delays of these two schemes are O(1) and O(log n), respectively.

GreedyUCB1 based Monte-Carlo Tree Search for General Video Game Playing Artificial Intelligence (일반 비디오 게임 플레이 인공지능을 위한 GreedyUCB1기반 몬테카를로 트리 탐색)

  • Park, Hyunsoo;Kim, HyunTae;Kim, KyungJoong
    • KIISE Transactions on Computing Practices
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    • v.21 no.8
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    • pp.572-577
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    • 2015
  • Generally, the existing Artificial Intelligence (AI) systems were designed for specific purposes and their capabilities handle only specific problems. Alternatively, Artificial General Intelligence can solve new problems as well as those that are already known. Recently, General Video Game Playing the game AI version of General Artificial Intelligence, has garnered a large amount of interest among Game Artificial Intelligence communities. Although video games are the sole concern, the design of a single AI that is capable of playing various video games is not an easy process. In this paper, we propose a GreedyUCB1 algorithm and rollout method that were formulated using the knowledge from a game analysis for the Monte-Carlo Tree Search game AI. An AI that used our method was ranked fourth at the GVG-AI (General Video Game-Artificial Intelligence) competition of the IEEE international conference of CIG (Computational Intelligence in Games) 2014.

Experimental Analysis of Interactions Among Saprotrophic Fungi from A Phosphorous-Poor Desert Oasis in the Chihuahuan Desert

  • Marini-Macouzet, Constanza;Munoz, Luis;Gonzalez-Rubio, Aldo;Eguiarte, Luis E.;Souza, Valeria;Velez, Patricia
    • Mycobiology
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    • v.48 no.5
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    • pp.410-417
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    • 2020
  • Fungal ecological interactions play a key role in structuring community assemblages. These associations may involve both antagonistic and synergistic relationships, which are commonly influenced by abiotic factors such as nutrient conditions. However, information for extreme, oligotrophic systems remain poor. Herein, interactions among key members of the aquatic transient fungal community (Aspergillus niger, Cladosporium sp., and Coprinellus micaceus) of a low-nutrient freshwater system in the Cuatro Ci enegas Basin, Mexico were studied. Pairwise interaction bioassays were explored in vitro under different nutrient conditions, including carbohydrates-rich, carbohydrates and amino peptides-rich, and low nutrients. Our results indicated that antagonistic patterns prevail among the studied taxa. However, nutrient-dependent changes were observed in Cladosporium sp. shifting to synergy under carbohydrates-rich conditions, suggesting changes in the fungal community composition as a result of nutrient enrichment. Remarkably, our findings contrast with previous work demonstrating mainly synergistic interactions between our tested fungal isolates and co-occurring autochthonous bacteria (Aeromonas spp. and Vibrio sp.) under low-nutrient conditions. This observation may indicate that bacteria and fungi exhibit distinct community-level responses, driven by nutrient conditions. This contributes to the knowledge of fungal community dynamics and interspecific interactions in an oligotrophic ecosystem, highlighting the relevance of nutrient-based shifts and antagonistic interactions in ecosystem dynamics.