• 제목/요약/키워드: the information poor

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정보격차의 요인과 정보격차 해고를 위한 정책적 원칙 (Factors Causing Information Gap and Policy Principles to Bridge the Gap)

  • 황혜선
    • 한국도서관정보학회지
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    • 제30권4호
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    • pp.279-298
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    • 1999
  • 정보화가 진행되어감에 따라 정보격차는 더욱 크게 발생한다. 이 논문에서는 정보격차의 요인으로 경제적 빈부차, 정보의 상품화, 그리고 정보수단의 사유화, 정보폭증을 들고 있다. 이러한 요인에 의해 필연적으로 발생하는 정보부자와 빈자간의 정보격차의 해소를 위해서는 정책적인 노력이 있어야 하며 이러한 정보정책은 민주주의의 원칙에 의거하여 이루어져야 한다. 이 논문에서는 민주주의의 원칙에 따라 공정하고 공평한 정보에의 접근과 정보이용이 이루어질 수 있도록 정보의 공공영역이 확보되어야 하며, 이를 위해서 공공도서관과 공공교육, 공론의 장의 역할과 기능이 확대되어야 함을 주장한다.

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Optical Character Recognition for Hindi Language Using a Neural-network Approach

  • Yadav, Divakar;Sanchez-Cuadrado, Sonia;Morato, Jorge
    • Journal of Information Processing Systems
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    • 제9권1호
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    • pp.117-140
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    • 2013
  • Hindi is the most widely spoken language in India, with more than 300 million speakers. As there is no separation between the characters of texts written in Hindi as there is in English, the Optical Character Recognition (OCR) systems developed for the Hindi language carry a very poor recognition rate. In this paper we propose an OCR for printed Hindi text in Devanagari script, using Artificial Neural Network (ANN), which improves its efficiency. One of the major reasons for the poor recognition rate is error in character segmentation. The presence of touching characters in the scanned documents further complicates the segmentation process, creating a major problem when designing an effective character segmentation technique. Preprocessing, character segmentation, feature extraction, and finally, classification and recognition are the major steps which are followed by a general OCR. The preprocessing tasks considered in the paper are conversion of gray scaled images to binary images, image rectification, and segmentation of the document's textual contents into paragraphs, lines, words, and then at the level of basic symbols. The basic symbols, obtained as the fundamental unit from the segmentation process, are recognized by the neural classifier. In this work, three feature extraction techniques-: histogram of projection based on mean distance, histogram of projection based on pixel value, and vertical zero crossing, have been used to improve the rate of recognition. These feature extraction techniques are powerful enough to extract features of even distorted characters/symbols. For development of the neural classifier, a back-propagation neural network with two hidden layers is used. The classifier is trained and tested for printed Hindi texts. A performance of approximately 90% correct recognition rate is achieved.

대학도서관 목록문제의 본질과 해법 (An Investigation on Catalogs and Cataloging in Korean Academic Libraries)

  • 이제환
    • 한국도서관정보학회지
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    • 제46권4호
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    • pp.45-78
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    • 2015
  • 이 연구의 목적은 우리나라 대학도서관들이 당면해 있는 목록문제의 본질을 규명하고 원인을 밝혀내어 향후 개별 도서관은 물론이고 도서관계 전체가 참조할 수 있는 해결책을 모색하는데 있다. 이를 위해, 먼저 도서관목록의 품질과 도서관계의 편목업무 역량을 실증적으로 점검하고자 하였으며, 이를 토대로 목록의 품질 문제와 편목업무의 역량 문제를 야기해온 원인을 토착적인 시각에서 찾아내고자 하였다. 특히 후자의 원인 찾기에서는 우리 도서관계에 내재하고 있는 목록에 관련된 '철학과 인식'의 문제, '정책과 체계'의 문제, 그리고 '인력 시스템'의 문제 등에 주목하였다. 동일한 맥락에서 목록의 품질과 편목업무의 역량을 제고하기 위한 토착적인 방안을 모색하는 것으로 연구를 마무리하였다. 한편, 이 연구에서는 KERIS 종합목록 운영위원회에서 활동하고 있는 10개 주요 대학도서관을 사례로 하여 논점을 풀어갔으며, 논점을 풀어가는데 필요한 데이터는 관련 선행연구, 각종 통계집의 관련 통계, 10개 대학도서관 목록에 대한 검색실험, 그리고 사서들과의 면담 등을 통해 확보하였다.

목표변수의 형태에 따른 신용평점 모형 구축 (Building credit scoring models with various types of target variables)

  • 우현석;이석형;조형준
    • Journal of the Korean Data and Information Science Society
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    • 제24권1호
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    • pp.85-94
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    • 2013
  • 금융시장의 규모가 점점 더 커짐에 따라 고객정보 관리 미숙 또는 부실한 의사결정, 즉 신용 리스크 관리 실패로 인한 손실이 막대하게 증가하고 있다. 따라서 신용 리스크 관리가 점차 더 중요해지고, 이런 신용 리스크를 최소화하는 기본적인 도구인 신용 평점 모형이 절실히 요구된다. 신용평점 모형은 주로 이항형 목표변수만 이용하여 개발 연구되었다. 본 논문에서는 순서형 다항 자료 또는 경시적 이항 자료 같은 다른 형태의 목표 변수를 고려한 신용평점 모형구축 방법을 제시한다. 그 개발된 모형을 실제 자료와 랜덤화한 자료에 적용하여 Kolmogorov-Smirnov 통계량으로 비교 분석한다.

An Abnormal Breakpoint Data Positioning Method of Wireless Sensor Network Based on Signal Reconstruction

  • Zhijie Liu
    • Journal of Information Processing Systems
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    • 제19권3호
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    • pp.377-384
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    • 2023
  • The existence of abnormal breakpoint data leads to poor channel balance in wireless sensor networks (WSN). To enhance the communication quality of WSNs, a method for positioning abnormal breakpoint data in WSNs on the basis of signal reconstruction is studied. The WSN signal is collected using compressed sensing theory; the common part of the associated data set is mined by exchanging common information among the cluster head nodes, and the independent parts are updated within each cluster head node. To solve the non-convergence problem in the distributed computing, the approximate term is introduced into the optimization objective function to make the sub-optimization problem strictly convex. And the decompressed sensing signal reconstruction problem is addressed by the alternating direction multiplier method to realize the distributed signal reconstruction of WSNs. Based on the reconstructed WSN signal, the abnormal breakpoint data is located according to the characteristic information of the cross-power spectrum. The proposed method can accurately acquire and reconstruct the signal, reduce the bit error rate during signal transmission, and enhance the communication quality of the experimental object.

다계층 분배형 공급사슬에서 주문리스크의 근사적 계산방법과 비용개선효과 (An Approximate Order Risk Evaluation Method for the General Multi- Echelon Distribution Supply Chain)

  • 서용원
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 2004년도 춘계공동학술대회 논문집
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    • pp.636-647
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    • 2004
  • The objective of this paper is to provide an improved reorder decision policy for general multi-echelon distribution systems utilizing the shared stock information. It has been known that traditional reorder policies sometimes show poor performance in distribution systems. Thus, in our previous research we introduced the order risk policy which utilizes the shared stock information more accurately for the 2-echelon distribution system and proved the optimality. However, since the real world supply chain is generally composed with more than 2 echelons, we extend the order risk policy for the general multi-echelon systems. Since the calculation of the exact order risk value for general multi-echelon systems is very complex, we provide two approximation methods for the real-time calculation. Through the computational experiment comparing the order risk policy with the existing policies under various conditions, we show the performance of the order risk policy and analyze the value of the shared stock information varying with the characteristics of the supply chain.

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다계층 분배형 공급사슬의 운영 개선을 위한 주문리스크 기반의 재주문정책과 실용적 근사방법 (An Improved Reorder Policy for the General Multi-Echelon Distribution Supply Chain based on the Order Risk)

  • 서용원
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2003년도 추계학술대회 및 정기총회
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    • pp.159-165
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    • 2003
  • The objective of this paper is to provide an improved reorder decision policy for general multi-echelon distribution systems utilizing the shared stock information. Since it has been known that traditional reorder policies sometimes show poor performance in distribution systems, in our previous research we introduced the order risk policy which utilizes the shared stock information more accurately f3r the 2-echelon distribution system and proved the optimality. However, since the real world supply chain is generally composed with more than 2 echelons, we extend the order risk policy for the general multi-echelon systems. Since the calculation of the exact order risk value fur general multi-echelon systems is very complex, we provide two approximation methods. Through the computational experiment comparing the order risk policy with the existing policies under various conditions, we show the performance of the order risk policy and analyze the value of the shared stock information varying with the characteristics of the supply chain.

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일반적 다계층 분배형 공급사슬에서 주문리스크 기반의 개선된 재주문정책에 관한 연구 (An Improved Reorder Policy for the General Multi-Echelon Distribution Supply Chain Based on the Order Risk)

  • 서용원
    • 산업공학
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    • 제17권3호
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    • pp.359-374
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    • 2004
  • The objective of this paper is to provide an improved reorder decision policy for general multi-echelon distribution systems utilizing the shared stock information. It has been known that traditional reorder policies sometimes show poor performance in distribution systems. Thus, in our previous research we introduced the order risk policy which utilizes the shared stock information more accurately for the 2- echelon distribution system and proved the optimality. However, since the real world supply chain is generally composed with more than 2 echelons, we extend the order risk policy for the general multi-echelon systems. Since the calculation of the exact order risk value for general multi-echelon systems is very complex, we provide two approximation methods for the real-time calculation. Through the computational experiment comparing the order risk policy with the existing policies under various conditions, we show the performance of the order risk policy and analyze the value of the shared stock information varying with the characteristics of the supply chain.

Theoretical analysis of e-commerce in global economic market in terms of benefits and disadvantageous

  • He, Xiaoqiang;Li, Jialing;Hani, Ibrahim Rasool;Nhu, B.N.;Assilzadeh, H.;Ali, H. Elhosiny;Elattar, Samia
    • Smart Structures and Systems
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    • 제30권5호
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    • pp.545-556
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    • 2022
  • Through the examination of literatures, electronic commerce is a subject which is accepted in enterprises to define e-commerce adoption, trends, and issues that are assisting and obstructing its efficacy. E-commerce offers numerous advantages to consumer satisfaction in any place and helps the company to get a competitive benefit over its competitors. The Internet has expanded the scope of business. Many business information is available by the global network that supports information gathering between organizations, businesses and their clients, while various divisions of a business is increasing at an exponential rate. Meanwhile, there are a few barriers to proper e-commerce usage and adoption, such as reliable internet connections, poor e-commerce supporting infrastructures, logistics systems presenting socio-regulatory and poor transportation barriers and demonstrating the significant improvement of e-commerce reliable and affordable Internet provisions, i.e., Internet cost, intensity, and reasonable level of e-readiness. The operational and strategic significance of information-based virtual value chains for all organizations cannot be emphasized. As a consequence, this study confirms worldwide market elements of e-commerce, such as its issues, benefits, relevance, scope, facilitators and projects prospective obstacles in a developing economy.

비 통보식 조사를 통한 참고사서 업무능력 평가 (Unobtrusive Performance Evaluation of Reference Librarians in Academic Libraries of Korea)

  • 김영신
    • 한국문헌정보학회지
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    • 제29권
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    • pp.305-343
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    • 1995
  • The purposes of this study are to confirm the applicability of the unobtrusive evaluation to Korean libraries, to develop survey forms, check lists and evaluation criteria appropriate for Korean libraries, to analyze the relationship between the test variables and the performance level, to find out the causes of poor service if any, and to propose measures for improving the quality of reference services. The main results of the analyses are as follows : $\cdot$ The accuracy of answers was correlated to appropriateness of search process, way of providing answer, usage of language, approachability and use of second materials in the order named. That is, there was a strong correlation between accuracy and the variables related to librarian's behavior. $\cdot$ There was no statistically significant relationship between accuracy and the environmental aspects of reference department such as number of professional librarians, self-evaluation of reference collection, etc. $\cdot$ The main reasons for failing to give accurate answers were found to be weaknesses in understanding questions. developing search strategy logically and relating the querries to available information sources.

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