• Title/Summary/Keyword: Dependency Relation

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Dilutant flow characteristics model of coarse particle suspensions with uniform size distribution

  • Ookawara, Shinichi;Ogawa, Kohei
    • Korea-Australia Rheology Journal
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    • v.15 no.1
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    • pp.35-41
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    • 2003
  • It is expected that particle size distribution of any portion obtained through screening, is of more uniform than that of the original mixture, typically following such as log-normal, Rosin-Rammler distributions and so on. In this study, therefore, a new relation between parameters of the uniform distribution and flow characteristics of the coarse particle suspensions is derived based on the continuous polydisperse model (Ookawara and Ogawa, 2002b), which is derived from the discrete polydisperse model (Ookawara and Ogawa,2002a). The derived model equation predicts a linear increase of viscosity with shear rate, viz., dilutant flow characteristics. Further, the increase of viscosity is expected to be proportional to the square of volume fraction of particles, and to show the linear dependency on density and average diameter of particles. It is also shown that the uniform distribution model includes additional term that expresses the effect of distribution width. For verification of the model, the experimental results of Clarke (1967) are cited as well as in our previous work for the monodisperse model (Ookawara and Ogawa,2000) since most parameters were varied independently in his work. It is suggested that the newly introduced term expands the applicable range compared with the monodisperse model.

A Generic Quantitative Relationship to Assess Interdependency of QoE and QoS

  • Khorsandroo, Sajad;Noor, Rafidah Md.;Khorsandroo, Sayid
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.2
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    • pp.327-346
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    • 2013
  • Researchers as well as network providers are increasingly interested in understanding how a network user's experience changes in relation to different quality of service (QoS) parameters, with many attempts being made to identify the general relationship between quality of experience (QoE) and QoS. Several relations in different function forms have been proposed. There are instances when this variety of proposed functions potentially results in one problem having completely dissimilar solutions at the same time. The question then is which function form is the one that can better explain this relationship. In this paper, three major existing quantitative relationships between QoE and QoS are investigated. After conducting a comprehensive comparative analysis between them, a new definition of QoE-QoS dependency appears. It then results in identifying a new mutual relationship between QoE and QoS. The newly proposed relationship improves the deficiency of previous QoE-QoS relationships along with solving the problem of diversity of simultaneous solutions for one problem.

Korean Semantic Role Labeling using Stacked Bidirectional LSTM-CRFs (Stacked Bidirectional LSTM-CRFs를 이용한 한국어 의미역 결정)

  • Bae, Jangseong;Lee, Changki
    • Journal of KIISE
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    • v.44 no.1
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    • pp.36-43
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    • 2017
  • Syntactic information represents the dependency relation between predicates and arguments, and it is helpful for improving the performance of Semantic Role Labeling systems. However, syntax analysis can cause computational overhead and inherit incorrect syntactic information. To solve this problem, we exclude syntactic information and use only morpheme information to construct Semantic Role Labeling systems. In this study, we propose an end-to-end SRL system that only uses morpheme information with Stacked Bidirectional LSTM-CRFs model by extending the LSTM RNN that is suitable for sequence labeling problem. Our experimental results show that our proposed model has better performance, as compare to other models.

A Method for Ranking Candidate Parse Trees using Weighted Dependency Relation (가중치를 가지는 의존관계를 이용한 구문분석 후보의 순위화 방법)

  • Ryu, Jaemin;Kim, Minho;Kwon, Hyuk-Chul
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.04a
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    • pp.924-927
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    • 2017
  • 통계 모형에 기반을 둔 구문분석기는 자료 부족 문제에 취약하거나 장거리 의존관계와 같은 특정 언어현상에 대한 처리가 어렵다는 단점이 있다. 이러한 한계점을 극복하고자 본 연구진은 규칙에 기반을 둔 한국어 구문분석기를 개발하고 있다. 다른 구문 분석기와 다르게 형태소 단위 구문분석을 시도하며 생성 가능한 모든 구문분석 후보를 보여주는 것이 특징이다. 본 연구진의 기존 연구에서 개발한 한국어 구문분석기는 형태소의 입력순서와 구문분석 후보의 생성 순서에 의존하여 구문분석 후보를 순서화하였다. 그러나 생성되는 구문분석 후보 중 가장 정답에 가까운 구문분석 후보의 순위를 낮추기 위해서는 각 구문분석 트리가 특정한 점수를 가질 필요가 있다. 본 논문에서는 품사 태거(tagger)에서 출력하는 어절별 형태소의 순위에 따른 가중치, 수식 거리에 따른 가중치, 특정한 지배-의존 관계에 대한 가중치를 이용해 가중치 합을 가지는 구문분석 후보를 구성하고 이를 정렬하여 이전 연구보다 향상된 성능을 가진 한국어 구문분석기 모델을 제안한다. 실험은 본 연구진이 직접 구축한 평가데이터를 기반으로 진행하였으며 기존의 Unlabeled Attachment Score(UAS) 87.86%에서 제안 모델의 UAS 93.34%로 약 5.48의 성능향상을 확인할 수 있었다.

A Bayesian Approach for the Analysis of Times to Multiple Events : An Application on Healthcare Data (다사건 시계열 자료 분석을 위한 베이지안 기반의 통계적 접근의 응용)

  • Seok, Junhee;Kang, Yeong Seon
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.4
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    • pp.51-69
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    • 2014
  • Times to multiple events (TMEs) are a major data type in large-scale business and medical data. Despite its importance, the analysis of TME data has not been well studied because of the analysis difficulty from censoring of observation. To address this difficulty, we have developed a Bayesian-based multivariate survival analysis method, which can successfully estimate the joint probability density of survival times. In this work, we extended this method for the analysis of precedence, dependency and causality among multiple events. We applied this method to the electronic health records of 2,111 patients in a children's hospital in the US and the proposed analysis successfully shows the relation between times to two types of hospital visits for different medical issues. The overall result implies the usefulness of the multivariate survival analysis method in large-scale big data in a variety of areas including marketing, human resources, and e-commerce. Lastly, we suggest our future research directions based multivariate survival analysis method.

A Study on the Pseudo-exhaustive Test using a Netlist of Multi-level Combinational Logic Circuits (다층 레벨 조합논리 회로의 Net list를 이용한 Pseudo-exhaustive Test에 관한 연구)

  • 이강현;김진문;김용덕
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.5
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    • pp.82-89
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    • 1993
  • In this paper, we proposed the autonomous algorithm of pseudo-exhaustive testing for the multi-level combinational logic circuits. For the processing of shared-circuit that existed in each cone-circuit when it backtracked the path from PO to PI of CUT at the conventional verification testing, the dependent relation of PI-P0 is presented by a dependence matrix so it easily partitioned the sub-circuits for the pseudo-exhaustive testing. The test pattern of sub-circuit's C-inputs is generated using a binary counter and the test pattern of I-inputs is synthesized using a singular cover and consistency operation. Thus, according to the test patterns presented with the recipe cube, the number of test pattrens are reduced and it is possible to test concurrently each other subcircuits. The proposed algorithm treated CUT's net-list to the source file and was batch processed from the sub-circuit partitioning to the test pattern generation. It is shown that the range of reduced ration of generated pseudo-exhaustive test pattern exhibits from 85.4% to 95.8% when the average PI-dependency of ISACS bench mark circuits is 69.4%.

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Experimental Study on the Flyer Velocity in Explosive Welding (폭발용접에서 부재의 충돌속도에 관한 실험적 연구)

  • 문정기;김청균
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.17 no.6
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    • pp.1423-1430
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    • 1993
  • One of the most important parameters for explosive welding is flyer velocity $V_p$, which principally depends on momentum caused by detonation of explosive. And close dependency with other parameters such as detonation velocity $V_D$, dynamic angle $\beta$, charge ratio R, flyer thickness $t_f$ and stand-off distance d, should be taken accounts for welding design. This paper describes, as a result of experiment, an empirical equation related to relation between $V_p$/$V_D$ and R. The flyer velocity which is estimated by $V_{p}=0.284{\times}R^{0.593}$or $V_{p}=\sqrt[0.2]{2E_G}{\times}R^{0.593}$ can be used in ordinary experiments. And the calculated values of the flyer velocity exhibit better accuracy than those of other investigators.

Structural Analysis of Cooking Recipe Texts - Based on Kimchi Jjigae Recipe - (요리레시피의 텍스트 구조해석 - 김치찌개 레시피 중심으로 -)

  • Choi, Jiyu;Han, Gyusang
    • The Korean Journal of Community Living Science
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    • v.28 no.2
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    • pp.191-201
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    • 2017
  • This study compared and analyzed the structures of cooking recipes in order to identify the overall cooking method and develop an efficient method for analyzing cooking recipes. We present procedural texts using a flow graph, which can be referred to as a recipe tree, to represent cooking recipes and the database. A total of 110 kimchi jjigae recipes were identified and classified as 'portion', 'kinds of ingredients', and 'number of cooking deployment'. Recipes for two persons were the most common (43.6%), and 7-13 kinds of ingredients accounted for 50% of kimchi jjigae recipes. Kimchi presented the highest frequency at 78 cases, and pork showed the high frequency at 30 cases. To identify cooking deployment, step 6 was the highest, followed by step 5 (17.3%), step 7 (17.3%), step 4 (11.8%), and step 3 (9.1%). When analyzing the frequency of the relationship between ingredients and action in a recipe expression, Food (F) and Action by the chef (Ac) showed the highest rates at 11.29 and 12.30, respectively, in the cooking process. For frequencies of dependency relation expression in recipes, d-obj (direct object) was the highest at 13.56. The proposed method provides users more efficient and easier access to recipes suitable for their cooking skills.

Relation Between Wire Sawing-damage and Characteristics of Single Crystalline Silicon Solar-cells (와이어 소잉 데미지 층이 단결정 실리콘 태양전지 셀 특성에 미치는 영향)

  • Kim, Il-Hwan;Park, Jun-Seong;Park, Jea-Gun
    • Current Photovoltaic Research
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    • v.6 no.1
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    • pp.27-30
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    • 2018
  • The dependency of the electrical characteristics of silicon solar-cells on the depth of damaged layer induced by wire-sawing process was investigated. To compare cell efficiency with residual sawing damage, silicon solar-cells were fabricated by using as-sawn wafers having different depth of saw damage without any damaged etching process. The damaged layer induced by wire-sawing process in silicon bulk intensely influenced the value of fill factor on solar cells, degrading fill factor to 57.20%. In addition, the photovoltaic characteristics of solar cells applying texturing process shows that although the initial depth of saw-damage induced by wire-sawing process was different, the value of short-circuit current, fill-factor, and power-conversion-efficiency have an almost same, showing ~17.4% of cell efficiency. It indicated that the degradation of solar-cell efficiency induced by wire-sawing process could be prevented by eliminating all damaged layer through sufficient pyramid-surface texturing process.

Development of Automatic Tool for Software Metrics Analysis for Railway Signaling System (열차제어시스템 소프트웨어 Metrics 분석 자동화 도구 개발)

  • Hwang, Jong-Gyu;Jo, Hyun-Jeong;Kim, Yong-Kyu
    • Journal of the Korean Society for Railway
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    • v.12 no.4
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    • pp.450-456
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    • 2009
  • In accordance with the development of recent computer technology, the dependency of railway signaling system on the computer software is being increased further, and accordingly, the testing for the safety and reliability of railway signaling system software became more important This thesis suggested automated an analysis tool for S/W metrics on this railway signaling system, and presented its result of implementation. The analysis items in the implemented tool had referred to the international standards in relation to the software for railway system, such as IEC61508 and IEC 62279. This automated analysis tool for railway signaling system can be utilized at the assessment stage for railway signaling system software also, and it is anticipated that it can be utilized usefully at the software development stage also.