• Title/Summary/Keyword: information theory

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Development of a Drowsiness Detection System using Retinex Theory and Edge Information (레티넥스 이론과 에지를 이용한 졸음 감지 시스템 개발)

  • Kang, Su Min;Huh, Kyung Moo;Lee, Seung-ha
    • Journal of Institute of Control, Robotics and Systems
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    • v.22 no.9
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    • pp.699-704
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    • 2016
  • In this paper, we propose a development method for a drowsiness detection system using retinex theory and edge information for vehicle safety. Detection of a drowsy state of a driver is very important because the drowsiness of driver is often the main cause of many car accidents. After acquiring an image of the entire face, we executed the pre-process step using the retinex theory. We then applied a technique for the detection of the white pixels using edge information. Experimental results showed that the proposed method improved the accuracy of detecting drowsiness to nearly 98%, and can be used to prevent a car accident caused by the driver's drowsiness.

Development of the Fuzzy Expert System for the Reinforcement of the Tunnel Construction (터널 시공 중 보강공법 선정용 퍼지 전문가 시스템 개발)

  • 김창용;박치현;배규진;홍성완;오명렬
    • Proceedings of the Korean Geotechical Society Conference
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    • 2000.03b
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    • pp.101-108
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    • 2000
  • In this study, an expert system was developed to predict the safety of tunnel and choose proper tunnel reinforcement system using fuzzy quantification theory and fuzzy inference rule based on tunnel information database. The expert system developed in this study have two main parts named pre-module and post-module. Pre-module decides tunnel information imput items based on the tunnel face mapping information which can be easily obtained in-situ site. Then, using fuzzy quantification theory II, fuzzy membership function is composed and tunnel safety level is inferred through this membership function. The comparison result between the predicted reinforcement system level and measured ones was very similar. In-situ data were obtained in three tunnel sites including subway tunnel under Han river, This system will be very helpful to make the most of in-situ data and suggest proper applicability of tunnel reinforcement system developing more resonable tunnel support method from dependance of some experienced experts for the absent of guide.

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A Study of the 780 Music of DDC (DDC에 있어서의 음악분야 분류상의 제문제)

  • Hahn Kyung-Shin
    • Journal of the Korean Society for Library and Information Science
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    • v.26
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    • pp.75-112
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    • 1994
  • The purpose of this study is to investigate the problems concerning 780 music division of DDC. The object is especially arrangement of 780 music in the 20th edition of DDC which is the complete revision. The result is summarized as follows : 1. Although music is an important subject in humanities, especially in arts, it was classified as one division (780) not class. 2. The arrangement of 780 music is severely west-oriented music theory, vocal music and instrumental music. 3. Classification number of 780 music becomes longer because of the limitation of decimal notation. 4. 780 music division of DDC neglects music theory and emphasizes music practicing, especially performance. 5. The assignment of classification number is unbalanced, especially between theory and practice, composition and performance, and among sub-sections of vocal and instrumental music. 6. Many important subject are omitted in DDC music schedule, for example, musicology and branches of musicology, composition and traditional instruments of many countries. 7. Employment of terminology is often improper and inconsistant.

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Records Continuum, Appraisal and Archival Contents: Building the Concept of Archival Contents (레코드 컨티뉴엄과 평가, 그리고 기록콘텐츠 -기록콘텐츠 개념 정립을 위한 시론-)

  • Kim, Myoung-Hun
    • Journal of Information Management
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    • v.41 no.3
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    • pp.131-153
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    • 2010
  • This article intends to explore the meaning of record and role of record management in electronic record environments, based on appraisal theory of Records Continuum. Appraisal theory of Records Continuum can provide to explore the mean of record and role of record management in new social environment. And it try to build the Concept of archival contents for expanding the meaning and utilization of record based on appraisal theory of Records Continuum.

Collaborative CRM using Statistical Learning Theory and Bayesian Fuzzy Clustering

  • Jun, Sung-Hae
    • Communications for Statistical Applications and Methods
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    • v.11 no.1
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    • pp.197-211
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    • 2004
  • According to the increase of internet application, the marketing process as well as the research and survey, the education process, and administration of government are very depended on web bases. All kinds of goods and sales which are traded on the internet shopping malls are extremely increased. So, the necessity of automatically intelligent information system is shown, this system manages web site connected users for effective marketing. For the recommendation system which can offer a fit information from numerous web contents to user, we propose an automatic recommendation system which furnish necessary information to connected web user using statistical learning theory and bayesian fuzzy clustering. This system is called collaborative CRM in this paper. The performance of proposed system is compared with the other methods using real data of the existent shopping mall site. This paper shows that the predictive accuracy of the proposed system is improved by comparison with others.

An Analytical Study of ICT Adoption based on Diffusion Innovation Theory (혁신확산이론을 바탕으로 한 정보통신기술의 수용요인에 관한 분석적 실증연구)

  • Lee Sang-Gun;Kang Min-Cheol;Kim Bo-Youn
    • The Journal of Information Systems
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    • v.14 no.2
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    • pp.257-276
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    • 2005
  • This study adopts diffusion of innovation theory and analyses product life cycle on two different information communication technology (ICT) products. One is telematics located on introduction and the other one is MP3 located on maturity. The analytical results were mixed. ordinary least square (OLS) result showed that adoption of MP3 player is affected by white noise error ($\varepsilon$) and telematics is influenced by innovation effect (p coefficient) rather than imitation effect (q coefficient) or white noise error. However, nonlinear least square (NLS) result showed that adoption of MP3 player is affected by imitation effect (q coefficient) rather than innovation effect (p coefficient). In addition, the ratio of imitation effect/innovation effect of MP3 player is larger than that of telematics.

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A Study on the Design of the Radar Data Integrating System (레이다 정보처리용 통합 정보처리 시스템 셜계에 관한 연구)

  • 이상웅;최진일;라극환;양기덕;조동래
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.5
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    • pp.798-811
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    • 1995
  • In this study, radar data integrating and processing systems were designed for the data processing of various information from many kinds of radar in a single data processing system. The characteristics of the data integrating system were analyzed by the system simulation with the queueing theory. The designed data integrating systems can be divided into a centralized and a distributed type. In the system structure, we used UNIX message que as the real time processor and the queueing theory for the performance evaluation of the information flow in the systems. For the analysis of the performance of inforamtion flow in both models, queueing theory was applied to and implemented with the simulation package, OPNET system and C language. From the simulation result we could understand the system factors which effect the system performance and characteristics on the data processing.

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A Study on Critical Success Factors for Enterprise Systems Implementation: A Failure Case Analysis Based on Process Theory (엔터프라이즈 시스템 구현의 핵심성공요소에 관한 연구: 프로세스이론을 기반으로 한 실패사례 분석)

  • Kim, Hee-Woong;Kwahk, Kee-Young
    • Journal of Information Technology Services
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    • v.6 no.3
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    • pp.251-272
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    • 2007
  • Although Enterprise Systems (ES) have promised major strategic benefits and process improvements from business and technology integration, their implementation has been plagued by a high failure rate and difficulty in realizing the promised benefits. For the purpose of understanding implementation failures, previous studies have focused on identifying critical success factors (CSFs) for information systems implementation. However, there has been little research on how these CSFs actually lead to successful results. In this study, based on process theory, we examined the process of ES implementation by explaining how the factors of ES implementation influence each other and how interaction among them produces results. Based on a failure case, we then developed a process model of ES implementation thus allowing us to explain the process of ES implementation. The proposed model facilitated an understanding of how repeating patterns of ES failure can be reversed. This model can be used for guiding new ES implementation projects.

Risk Assessment and Decision-Making of a Listed Enterprise's L/C Settlement Based on Fuzzy Probability and Bayesian Game Theory

  • Cheng, Zhang;Huang, Nanni
    • Journal of Information Processing Systems
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    • v.16 no.2
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    • pp.318-328
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    • 2020
  • Letter of Credit (L/C) is currently a very popular international settlement method frequently used in international trade processes amongst countries around the globe. Compared with other international settlement methods, however, L/C has some obvious shortcomings. Firstly, it is not easy to use due to the sophisticated processes its usage involves. Secondly, it is sometimes accompanied by a few risks and some uncertainty. Thus, highly efficient methods need to be used to assess and control these risks. To begin with, FAHP and KMV methods are used to resolve the problem of incomplete information associated with L/C and then, on this basis, Bayesian game theory is used in order to make more scientific and reasonable decisions with respect to international trade.

3D Feature Detection using Rough Set Theory (러프 집합 이론을 이용한 3차원 물체 특징 추출)

  • Chung, Young-June;Jun, Hyo-Byung;Sim, Kwee-Bo
    • Proceedings of the KIEE Conference
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    • 1998.07g
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    • pp.2222-2224
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    • 1998
  • This paper presents a 3D feature extraction method using rough set theory. Using the stereo cameras, we obtain the raw images and then perform several processes including gradient computation and image matching process. Decision rule constructed via rough set theory determines whether a ceratin point in the image is 3D edge or not. We propose a method finding rules for 3D edge extraction using rough set.

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