• Title/Summary/Keyword: problem analysis

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Study of Citation Analysis and Service Method of Japan & China Journals based on KSCD (KSCD 기반 일본·중국 학술지 인용분석 및 서비스 방안 연구)

  • Kang, Mu-Yeong;Kim, Byungkyu;Shin, Jin-Seop;Park, Jae-Won;You, Beon-Jong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2018.07a
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    • pp.376-378
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    • 2018
  • 한국의 과학기술정보 유통 및 분석 전문기관인 한국과학기술정보연구원(KISTI)은 동북아시아 국가들간의 정보 협력과 국제 협력을 위하여 오랜기간 일본과 중국의 정보 유통 전문기관들인 JST와 ISTIC과 함께 CJK(Chinese, Japanese, Korean) 국제회의와 연구협력을 지속해오고 있다. 본 논문에서는 이들 국가간 인용정보를 매개로 하는 새로운 학술정보의 개발을 위한 기초 연구를 수행하여, KSCD 참고문헌에 출현하는 일본 및 중국의 고인용 학술지와 양국간 주제분야별 인용특성을 살펴보고 응용 서비스 사례를 제시하였다.

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Performance Evaluation of Linear Regression, Back-Propagation Neural Network, and Linear Hebbian Neural Network for Fitting Linear Function (선형함수 fitting을 위한 선형회귀분석, 역전파신경망 및 성현 Hebbian 신경망의 성능 비교)

  • 이문규;허해숙
    • Journal of the Korean Operations Research and Management Science Society
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    • v.20 no.3
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    • pp.17-29
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    • 1995
  • Recently, neural network models have been employed as an alternative to regression analysis for point estimation or function fitting in various field. Thus far, however, no theoretical or empirical guides seem to exist for selecting the tool which the most suitable one for a specific function-fitting problem. In this paper, we evaluate performance of three major function-fitting techniques, regression analysis and two neural network models, back-propagation and linear-Hebbian-learning neural networks. The functions to be fitted are simple linear ones of a single independent variable. The factors considered are size of noise both in dependent and independent variables, portion of outliers, and size of the data. Based on comutational results performed in this study, some guidelines are suggested to choose the best technique that can be used for a specific problem concerned.

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A Novel Algebraic Framework for Analyzing Finite Population DS/SS Slotted ALOHA Wireless Network Systems with Delay Capture

  • Kyeong, Mun-Geon
    • ETRI Journal
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    • v.18 no.3
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    • pp.127-145
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    • 1996
  • A new analytic framework based on a linear algebra approach is proposed for examining the performance of a direct sequence spread spectrum (DS/SS) slotted ALOHA wireless communication network systems with delay capture. The discrete-time Markov chain model has been introduced to account for the effect of randomized time of arrival (TOA) at the central receiver and determine the evolution of the finite population network performance in a single-hop environment. The proposed linear algebra approach applied to the given Markov problem requires only computing the eigenvector ${\prod}$ of the state transition matrix and then normalizing it to have the sum of its entries equal to 1. MATLAB computation results show that systems employing discrete TOA randomization and delay capture significantly improves throughput-delay performance and the employed analysis approach is quite easily and staightforwardly applicable to the current analysis problem.

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An Analysis of Consumer information Gap: Another Consumer Problem in an Information Society (소비자의 정보격차 분석: 정보사회가 가져올 또 하나의 소비자문제)

  • 김기옥
    • Journal of the Korean Home Economics Association
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    • v.38 no.10
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    • pp.97-115
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    • 2000
  • This study stems from the speculation that consumer life will be limited if consumers are not involved in the cyberspace and focuses on the differences of consumer competence as a result of information gaps among consumers. A cluster analysis is applied for cortege students who are ahead of the rest of the society in terms of the information level. Over the half of the students is grouped as a general level of information, about one quarter of those as an advanced level, and about one tenth as a behind level. The levels of consumer competence are very much differed among the three groups of students. This result indicates that information gap will be another source of consumer problem in an information society. Therefore, much more attention should be focused on the information gaps among consumers.

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An Experimental Study on Optimal Size of Core Material in Rubble Mould Breakwater (사석 방파제에서 내부사석의 적정규격에 관한 실험적 연구)

  • 민석진;배종철;김성득
    • Journal of Ocean Engineering and Technology
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    • v.18 no.1
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    • pp.16-21
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    • 2004
  • In general, core materials of rubble mound breakwater are used at a restricted range of 0.015㎥~0.03㎥. However, it is not satisfied with the standard design in over fifty percent of the cases. In this study, model tests and numerical analysis are employed to examine the range of core material that has no problem with capacity maintenance and stability of rubble mound breakwater. Model tests measure the porosities that are mixed in various ratios, to classify core materials by three parameters. The slope stability of rubble mound breakwater is investigated, using numerical analysis, with a friction angle and a unit weight. The change of unit weight, which is followed by the mixed rate of size core material, has no large affect on slope stability, and there is no problem with ensuring slope stability of the rubble mound breakwater.

Learning Search Control Knowledge From the analysis of Goal Interactions (목표들간 상호간섭의 분석을 통한 탐색제어 지식의 학습)

  • Kwang Ryel Ryu
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.11
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    • pp.74-83
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    • 1993
  • This paper presents methodology which enables the derivation of goal ordering rules from the analysis of problem failures. We examine all the possible ways of taking actions that lead to failures. If there are restrictions imposed by a problem state on possible actions to be taken, the restrictions manifest themselves in the form of a restricted set of possible operator bindings. Our method makes use of this observation to derive general control rules which are guaranteed to be correct. The overhead involved in learning is very low because this methodology needs only small amount of data to learn from namely, the goal stacks from the leaf nodes of a failure search tree. Empirical tests show that the rules derived by our system PAL couperform those derived by other systems such as PRODIGY and STATIC.

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The Case Analysis in the Problem of Wedding Practices (사례를 통해서 본 혼수관행문제 연구)

  • 류미현
    • Journal of Families and Better Life
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    • v.17 no.1
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    • pp.179-190
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    • 1999
  • this study attempted to analysis the problem of wedding practices prevalent in Korean Society. For this it carried out literary research to understand the continuity and change in wedding practices. It also carried out case studies in order to find content and problems involved in present wedding practices. This study started from the assumption that wedding expenses are subject to parents if they are financially capable of providing their children with wedding expenses. Based on this assumption as a result of investigating wedding expenses and ceremonies depending on the parents in charge of wedding parents who charge of wedding tend to promote the extravagant wedding procedure to keep their needs of material goods which distorts the content and procedure of wedding.

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Production/Distribution Scheduling for Integrated Supply Chain Management (통합 공급체인관리를 위한 생산/배송 스케줄링)

  • Park, Yang-Byung
    • Journal of Korean Institute of Industrial Engineers
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    • v.28 no.4
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    • pp.443-453
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    • 2002
  • Many firms are trying to optimize their production and distribution systems separately, but possible profit increase by this approach is limited. Nowadays, it is more important to analyze these two systems simultaneously for the integrated supply chain management. This paper is a computational study to investigate the effectiveness of integrating production and distribution scheduling. We are interested in a multi-plant, multi-retailer, multi-product and multi-period industrial problem where the objective in solving production and distribution scheduling problem is to maximize the total net profit. Computational results on test problems of various sizes using the heuristic we developed show a substantial advantage of the integrated scheduling approach over the decoupled scheduling process. Sensitivity analysis on the parameter values indicates that, under the right conditions, the effectiveness of integrating production and distribution functions can be extremely high.

A Study on the Analysis of Klippon Relay Malfunction in Cheju-Heanam HVDC System (제주-해남 HVDC 시스템에서 클리폰 릴레이 오동작 분석에 관한 연구)

  • Kim, Chan-Ki;Park, Jong-Kwang;Choy, Young-Do
    • Proceedings of the KIPE Conference
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    • 2005.07a
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    • pp.173-175
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    • 2005
  • Malfunction of Klippon relay in Cheju-Haenam HVDC system has been caused by the inflow of high voltage arc. In this paper, we have studied on the theoretical examination and data analysis of Klippon relay, and the countermeasures against the problems were suggested according to their causes. Grounding problem in Klippon relay is removed by one-point earth connection and by modification of grounding circuit. The effects of over current surge was removed by attaching blocking diodes by series In Klippon relay to remove surge input in Klippon relay's mercury contact. The problem of Induced overvoltage by 86re1ay excitation coil, was removed by attaching Free-wheeling diode in parallel with the excitation coil of Lock-out relay.

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A Feature Analysis of the Power Quality Problem by PCA (PCA를 이용한 전력품질 특징분석)

  • Lee, Jin-Mok;Hong, Duc-Pyo;Kim, Soo-Cheol;Choi, Jae-Ho;Hong, Hyun-Mun
    • Proceedings of the KIPE Conference
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    • 2005.07a
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    • pp.192-194
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    • 2005
  • Development of nonlinear loads and compensation instruments make PQ(Power Quality) problem into important issue. Few studies by signal processing and pattern classification as NN(Neural Network), Wavelet Transform, and Fuzzy present feature extraction. A lot of Input features make not always good result and they are difficult to make realtime system. Thus, The dimentionality reduction is indispensable process. PCA(Principal Component Analysis) reduces high-dimensional input features onto a lower-dimensional subspace effectively. It will be useful to apply to realtime system and NN.

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