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Competitive Benchmarking Using Self-Organizing Neural Networks

  • Lee, Young-Chan
    • Proceedings of the Korea Association of Information Systems Conference
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    • 2000.11a
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    • pp.25-35
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    • 2000
  • A huge amount of financial information in large databases makes performance comparisons among organizations difficult or at least very time-consuming. This paper investigates whether neural networks in the form of self-organizing maps can be effectively employed to perform a competitive benchmarking in large databases. By using self-organizing maps, we expect to overcome problems associated with finding appropriate underlying distributions and functional forms of underlying data. The method also offers a way of visualizing the results. The database in this study consists of annual financial reports of 100 biggest Korean companies over the years 1998, 1999, and 2000.

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An effect of dictionary information in the handwritten Hangul word recognition (필기한글 단어 인식에서 사전정보의 효과)

  • 김호연;임길택;남윤석
    • Proceedings of the IEEK Conference
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    • 1999.11a
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    • pp.1019-1022
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    • 1999
  • In this paper, we analysis the effect of a dictionary in a handwritten Hangul word recognition problem in terms of its size and the length of the words in it. With our experimental results, we can account for the word recognition rate depending not only on character recognition performance, but also much on the amount of the information that the dictionary contains, as well as the reduction rate of a dictionary.

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An Experimental Study on the Settlement Characteristics of Soft Ground in the Central West Coast Region (서해안 중부지역 연약지반의 침하특성 분석을 위한 실험적 연구)

  • Kim, Joon-Seok
    • Journal of the Society of Disaster Information
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    • v.17 no.4
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    • pp.786-793
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    • 2021
  • Purpose: An experiment was conducted to analyze the characteristics of the settlement of soft clay soil in the central region of the west coast of Korea, which has a high silt content and is difficult to predict settlement due to various stress histories. Method: Field experiments were conducted for three cases. The settlement amount of the subsidence plate was measured in each case, and the following conclusions were drawn by analyzing Terzaghi's one-dimensional consolidation settlement amount, both the hyperbolic method and the Asaoka method. Result: The predicted value by Terzaghi was analyzed to be the largest in all cases, and it was predicted to be 111% to 187% larger than the subsidence plate settlement value. That is, the subsidence plate settlement value, which is the amount of settlement of the actual ground, showed a settlement of 53.4~89.9% compared to the predicted value of Terzaghi. Therefore, it was analyzed that the expected settlement of the Terzaghi method in the clay soft ground of the central west coast of Korea is more than the actual settlement. Conclusion: It was analyzed that the Asaoka method and the hyperbolic method presented relatively similar results, and in practice, predicting the settlement amount smaller than the actual settlement amount may cause a risk, so the hyperbola analysis method predicted 6~14% larger than the actual settlement amount can be used as a safety side.

A Study on Content-based Image Information Retrieval Technique (내용기반 영상정보 검색기술에 관한 이론적 고찰)

  • 노진구
    • Journal of Korean Library and Information Science Society
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    • v.31 no.1
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    • pp.229-258
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    • 2000
  • The growth of digital image an video archives is increasing the need for tools that efficiently search through large amount of visual dta. Retrieval of visual data is important issue in multimedia database. We are using contented-based visual data retrieval method for efficient retrieval of visual data. In this paper, we introduced fundamental techniques using characteristic values of image data and indexing techniques required for content-based visual retrieval. In addition we introduced content-based visual retrieval system for use of digital library.

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Extension to ATOM Schema for personalized IPTV Services (개인형 IPTV 서비스를 위한 ATOM 스키마 확장 연구)

  • Pyo, Shin-Jee;Kim, Mun-Churl
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.663-664
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    • 2008
  • With advent of IPTV services and availability of various web contents, users can enjoy various contents via internet. In order to effectively provide a large amount of web contents to users, personalized IPTV services are required to the user's sides. In this paper, we extend the current ATOM schema for personalized IPTV services and propose a IPTV service framework based on IPTV personalization.

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MPQF: New Query Format Standard for Multimedia Information Retrieval (MPQF: 멀티미디어 검색을 위한 새로운 질의포맷 표준)

  • Yoon, Kyoung-Ro
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.53-56
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    • 2008
  • The digital multimedia era has come and almost everyone creates and publishes multimedia contents over the internet. When the available amount of multimedia content is exponentially increasing, searching through the sea of the multimedia content is a big problem. In this paper, we present MPEG Query Format (MPQF), which is a new standard for multimedia query language based on XML-schema. MPQF provides a standardized interface for users of heterogeneous multimedia information service providers to access their services of choice in a homogeneous way.

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Clustering based on Dependence Tree in Massive Data Streams

  • Yun, Hong-Won
    • Journal of information and communication convergence engineering
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    • v.6 no.2
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    • pp.182-186
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    • 2008
  • RFID systems generate huge amount of data quickly. The data are associated with the locations and the timestamps and the containment relationships. It is requires to assure efficient queries and updates for product tracking and monitoring. We propose a clustering technique for fast query processing. Our study presents the state charts of temporal event flow and proposes the dependence trees with data association and uses them to cluster the linked events. Our experimental evaluation show the power of proposing clustering technique based on dependence tree.

The switching algorithm of MAP load balacing on HMIPv6 (HMIPv6(Hierachical Mobile IPv6 Mobility Management)상에서의 MAP과 이동노드(Mobile Node)의 Load-Balancing 을 위한 스위칭(Switching) 알고리즘 연구)

  • Sung, Ki-Hyuk;Yoo, Byung-Hoon
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.209-210
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    • 2006
  • Hierachical Mobile IPv6 (HMIPv6) solves Micro-mobility protocol problem about Handover. Mobility Anchor Point(MAP) helps reducing the handover, but this makes a load on the MAP. Besides the MAP operates this work everytime, and every Nodes. In this paper, we propose the algorithm that reduces the amount of Map working.

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Comparison of Five Single Imputation Methods in General Missing Pattern

  • Kang, Shin-Soo
    • Journal of the Korean Data and Information Science Society
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    • v.15 no.4
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    • pp.945-955
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    • 2004
  • 'Complete-case analysis' is easy to carry out and it may be fine with small amount of missing data. However, this method is not recommended in general because the estimates are usually biased and not efficient. There are numerous alternatives to complete-case analysis. One alternative is the single imputation. Some of the most common single imputation methods are reviewed and the performances are compared by simulation studies.

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The Characteristic Curves of Commercial Medical X-ray Films (상용 의학용 X-ray 필름의 특성곡선)

  • Heo, Hoon;Jeong, Yeon-Tae;Lee, Jae-Sung
    • Journal of the Korean Graphic Arts Communication Society
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    • v.19 no.2
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    • pp.12-21
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    • 2001
  • For the purpose of determining characteristics of widely used commercial medical x-ray films, which are used for obtaining the Linac-grams for radiational treatment of cancers, we placed several commercial x-ray films at a fixed distance form the linear accelerator. After varying the exposed amount of radiation step by step, we could obtain a continually increasing density image for each film whose densities were determined by microdensitometer readings. The characteristic curves of the films were obtained by plotting the densities vs. the exposed radiation amounts, and their ${\gamma}$ values were determined. These values can be used to suggest a minimum necessary amount of exposed radiation to get a useful Linac-gram. The measured ${\gamma}$ values of the characteristic curves of the Kodak-DVP/RA-1 film were 1.73 when used 6MV x-ray, 1.70 when used 15MV of intensity. For the Konica-AX film, ${\gamma}$ values were 1.29 and 1.18 respectively. The result suggests that the effective conditions for high resolution of a L-gram be 6 MV of x-ray intensity and about 3 rad of exposed dose on a Kodak-DVP/RA-1 film.

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