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A Vertical Partitioning Algorithm based on Fuzzy Graph (퍼지 그래프 기반의 수직 분할 알고리즘)

  • Son, Jin-Hyun;Choi, Kyung-Hoon;Kim, Myoung-Ho
    • Journal of KIISE:Databases
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    • v.28 no.3
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    • pp.315-323
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    • 2001
  • The concept of vertical partitioning has been discussed so far in an objective of improving the performance of query execution and system throughput. It can be applied to the areas where the match between data and queries affects performance, which includes partitioning of individual files in centralized environments, data distribution in distributed databases, dividing data among different levels of memory hierarchies, and so on. In general, a vertical partitioning algorithm should support n-ary partitioning as well as a globally optimal solution for the generation of all meaningful fragments. Most previous methods, however, have some limitations to support both of them efficiently. Because the vertical partitioning problem basically includes the fuzziness property, the proper management is required for the fuzziness problem. In this paper we propose an efficient vertical $\alpha$-partitioning algorithm which is based on the fuzzy theory. The method can not only generate all meaningful fragments but also support n-ary partitioning without any complex mathematical computations.

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A Meta Analysis of Innovation Diffusion Theory based on Behavioral Intention of Consumer (혁신확산이론 기반 소비자 행위의도에 관한 메타분석)

  • Nam, Soo-Tai;Kim, Do-Goan;Jin, Chan-Yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.140-141
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    • 2017
  • Big data analysis, in the large amount of data stored as the data warehouse which it refers the process of discovering meaningful new correlations, patterns, trends and creating new values. Thus, Big data analysis is an effective analysis of various big data that exist all over the world such as social big data, machine to machine (M2M) sensor data, and corporate customer relationship management data. In the big data era, it has become more important to effectively analyze not only structured data that is well organized in the database, but also unstructured big data such as the internet, social network services, and explosively generated web documents, e-mails, and social data in mobile environments. By the way, a meta analysis refers to a statistical literature synthesis method from the quantitative results of many known empirical studies. We reviewed a total of 750 samples among 50 studies published on the topic related as IDT between 2000 and 2017 in Korea.

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Cyber-Salesman : An Agent negotiating with Customers (가상점원 : 고객과의 협상을 위한 에이전트)

  • 조의성;조근식
    • Proceedings of the Korea Database Society Conference
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    • 1999.06a
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    • pp.217-225
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    • 1999
  • 협상은 상거래에 있어서 매우 중요한 요소 중 하나이다. 현재의 웹 기반 전자상거래 시스템은 이러한 중요한 협상 구조를 상거래에 잘 반영하지 못하는 문제점을 가지고 있다. 이러한 문제점중 기업과 소비자간의 미비한 협상 구조를 보안하기 위해 실세계 상거래에서 존재하는 점원을 전자상거래상의 가상점원으로 모델링하여 회사의 정책과 구매자의 특성을 반영하여 구매자와 전략적으로 자동 협상을 수행할 수 있는 에이전트의 구조를 설계하고 구현하였다. 협상은 매우 복잡한 구조를 가지고 있다. 이러한 협상 구조를 지원하기 위해서는 상호간의 제안을 표현하고, 그 제안에 대한 평가 내용과 결정사항을 전달할 수 있는 언어적인 조가 필요하며, 협상의 대상이 되는 사안들의 특성을 반영할 수 있는 표현 구조도 요구된다. 또한 이러한 협상에서 전략을 세우고 알맞은 제안을 제시하며 상대의 제안에 대하여 전략적으로 반응할 수 있는 의사결정 모델이 요구된다. 본 논문에서는 회사의 정책 모델과 구매자의 모델을 정의하고 이를 이용한 협상 모델을 설계 구현하였다. 협상 구조의 모델링을 위해 KQML(Knowledge Query Manipulation Language)을 기반으로 전자상거래 프로토콜로 설계하고, 논쟁 기반 협상 모델을 기초로 협상언어를 설계하였다. 또한 협상에서의 전략적인 의사결정을 위해 게임이론을 이용하고, 규칙 기반 시스템으로 이를 보충하였다. 마지막으로 가상점원 모델을 바탕으로 조립 컴퓨터 판매를 위한 가상점원을 구현하였고, 이에 대한 실험을 통하여 가상점원의 유용성을 보였다.

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A Study on Progressive Die Design by the using of Finite Element Method (유한요소법을 이용한 프로그레시브 금형 설계에 관한 연구)

  • Park, Chul-Woo;Kim, Young-Min;Kim, Chul;Kim, Young-Ho;Choi, Jae-Chan
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.05a
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    • pp.1012-1016
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    • 2002
  • This paper describes a research work of developing computer-aided design of a product with bending and piercing for progressive working. An approach to the system for progressive working is based on the knowledge-based rules. Knowledge for the system is formulated from plasticity theories, experimental results and the empirical knowledge of field experts. The system has been written in Auto-LISP on the Auto-CAD with a personal computer and is composed of four main modules, which are input and shape treatment, flat pattern layout, strip layout, and die layout modules. The system is designed by considering several factors, such as bending sequences by fuzzy set theory, complexities of blank geometry, punch profiles, and the availability of a press equipment. Strip layout drawing generated in the strip layout module is presented in 3-D graphic forms, including bending sequences and piercing processes with punch profiles divided into for external area. The die layout module carries out die design for each process obtained from the results of the strip layout. Results obtained using the modules enable the manufacturer for progressive working of electric products to be more efficient in this field.

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Development of a Process Sequence Determination Technique by Fuzzy Set Theory for Electric Product with Piercing and Bending Operations (퍼지셋을 이용한 퍼어싱 및 굽힘공정을 갖는 전기제품의 공정순서 결정기법 개발)

  • Kim J.H.;Kim Chul
    • Journal of the Korean Society for Precision Engineering
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    • v.22 no.9 s.174
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    • pp.137-146
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    • 2005
  • This paper describes a research work to develop a computer-aided design for the product made by progressive working of bending and piercing. An approach to the system for progressive working is based on the knowledge-based rules. Knowledge for the system is formulated from plasticity theories, experimental results and the empirical knowledge of field experts. The system has been written in AutoLISP on the AutoCAD with a personal computer and is composed of three main modules, which are input and shape treatment, flat pattern layout, strip layout modules. The system is designed by considering several factors, such as piercing and bending sequences by fuzzy set theory, complexities of blank geometry, punch profiles, and the availability of a press equipment. Strip layout drawing generated in the strip layout module is presented in 3-D graphic forms, including piercing and bending sequences with punch profiles divided into for external area. Results obtained using the modules enable the manufacturer for progressive working of electric products to be more efficient in this field.

Durability Prediction for Concrete Structures Exposed to Carbonation Using a Bayesian Approach (베이지안 기법을 이용한 중성화에 노출된 콘크리트 구조물의 내구성 예측)

  • Jung, Hyun-Jun;Kim, Gyu-Seon;Ju, Min-Kwan;Lee, Sang-Cheol
    • Proceedings of the Korea Concrete Institute Conference
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    • 2009.05a
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    • pp.275-276
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    • 2009
  • This paper provides a new approach for predicting the corrosion resistivity of reinforced concrete structures exposed to carbonation. In this method, the prediction can be updated successively by a Bayesian theory when additional data are available. The stochastic properties of model parameters are explicitly taken into account into the model. To simplify the procedure of the model, the probability of the durability limit is determined from the samples obtained from the Latin hypercube sampling technique. The new method may be very useful in designing important concrete structures and help to predict the remaining service life of existing concrete structures which have been monitored.

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Construction of Variable Pattern Net for Korean Sentence Understanding and Its Application (한국어 문장이해를 위한 가변패턴네트의 구성과 응용)

  • Han, Gwang-Rok
    • The Transactions of the Korea Information Processing Society
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    • v.2 no.2
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    • pp.229-236
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    • 1995
  • The conceptual world of sentence is composed f substantives(nouns) and verbal. The verbal is a semantic center of sentence, the substantives are placed under control of verbal, and they are combined in a various way. In this paper, the structural relation of verbal and substantives are analyzed and the phrase unit sentence which is derived from the result of morphological analysis is interpreted by a variable pattern net. This variable pattern net analyzes the phrases syntactically and semantically and extracts conceptual units of clausal form. This paper expands the traditionally restricted Horn clause theory to the general sentence, separates a simple sentence from a complex sentence automatically, constructs knowledge base by clausal form of logical conceptual units, and applies it to a question-answering system.

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The Factors Affecting on the User's Repurchase Intention in Chinese Internet Shopping Malls

  • Chung, Young-Soo;Jung, Chul-Ho;Wang, Tao;Piao, Shi-Guang
    • Proceedings of the Korea Database Society Conference
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    • 2010.06a
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    • pp.213-221
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    • 2010
  • 정보통신 인프라의 확대 및 인터넷 사용자 수의 급속한 증가에 따라 중국 인터넷 쇼핑몰 시장은 방대한 잠재수요를 가진 새로운 시장으로 급부상하고 있다. 본 연구의 주목적은 중국 인터넷 쇼핑몰 이용자들을 대상으로 한 실증분석을 통해 인터넷 쇼핑몰 이용자의 재구매의도에 영향을 미칠 것으로 예상되는 중요한 특성요인을 도출해 보고자 하였다. 연구목적의 효과적인 달성을 위한 이론적 토대로서 정보시스템성공모델 관련 선행연구에 대한 종합적 고찰 결과를 토대로 인터넷 쇼핑몰의 정보품질, 시스템품질, 서비스품질, 고객만족, 재구매의도 등의 여섯 가지 요인을 포함한 연구모델을 구축하였고, 이들 변수들간의 상호 영향관계에 관한 가설을 수립하였다. 중국 인터넷 쇼핑몰 이용자 204명을 대상으로 한 설문조사 결과를 이용하여 공분산구조모델 분석을 통한 연구가설 검정을 실시하였다. 본 연구의 실증분석 결과를 요약해 보면 다음과 같다. 첫째, 중국 인터넷 쇼핑몰의 정보품질과 서비스품질이 고객만족에 긍정적인 영향을 미치는 반면 시스템품질은 별다른 영향을 미치지 못하는 것으로 밝혀졌다. 둘째, 인터넷 쇼핑몰 고객의 만족은 재구매의도에 긍정적인 영향을 미치는 것으로 밝혀졌다. 이상의 가설검정 결과를 토대로 본 연구에서는 연구의 시사점과 한계점 및 향후 연구방향에 관하여 논하였다.

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Development of Safety Assessment System for Agricultural Irrigation Structures (농업토목 수리구조물 안전도평가 시스템 개발에 관한 연구)

  • 조효남;김성훈;최영민;이승재
    • Computational Structural Engineering
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    • v.6 no.1
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    • pp.107-115
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    • 1993
  • This study is directed for the development of a computer aided safety assessment system for agricultural irrigation structures. The developed system is composed of four subsystems that incorporate database, structural analysis, safety assessment, and postprocess, which are made to be interfaced systematically. It is developed in the user-friendly menu driving form with pull-down type interaction on a personal computer. The main algorithm for safety assessment of deteriorated structures utilizes a rational rating system based on the reliability method. From this study, it may be stated that the proposed rating and safety assessment system provide an effective tool and thus it can be widely used in practice for the assessment of safety and load carrying capacity of existing deteriorated or damaged agricultural irrigation structures.

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3D Visualization for Situational Awareness of Air Force Operations (공중작전 상황인식을 위한 3차원 가시화)

  • Kim Seong-Nam;Choi Jong-ln;Kim Chang-Hun;Lim Cheol-Su
    • Journal of KIISE:Computer Systems and Theory
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    • v.32 no.6
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    • pp.314-323
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    • 2005
  • This paper proposes a real-time 3D visualization system for situational awareness of Air force operations. This 3D system of situational awareness supports a high-level commander of Air force during the war game operations. These situation aware supporting data such as the aircraft track data of radar, aircraft schedule database, map and satellite image data are integrated into one structured data and those are visualized as 3D structure. By using an Out-of-Core method, we can visualize a 3D huge data in real-time in mobile notebook environment. The experiment shows several examples of 3D visualization supporting situation awareness for Air force operation.