• Title/Summary/Keyword: Document-Classification

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Analysis and improvement of weapon system software development and management manual based on functional safety standards (기능 안전 표준 기반의 무기체계 소프트웨어 개발 및 관리 매뉴얼 분석 및 개선 방안 연구)

  • Kim, Taehyoun;Bak, Daun;Paek, Ockhyun
    • Journal of Software Engineering Society
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    • v.29 no.1
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    • pp.7-12
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    • 2020
  • As interest in functional safety has recently increased, application of functional safety standards has been required in various industrial fields. A functional safety standard is a document that defines functional safety-related activities required to prevent system malfunctions. All activities defined in this standard are required differentially according to the classification results calculated through the risk analysis and assessment of the system. In the field of domestic weapon systems, there is a manual for the development and management of weapon system software issued by the Defense Acquisition Program Administration (DAPA ). This manual requires static and dynamic analysis of software for functional safety related activities. However, the manual does not specifically address the classification activity through risk analysis and assessment as required for the preceding activities. Therefore, in this study, we analyze the problems of the manual based on the representative functional safety standards, and propose improvement plans.

Performance Evaluation of the Extractiojn Method of Representative Keywords by Fuzzy Inference (퍼지추론 기반 대표 키워드 추출방법의 성능 평가)

  • Rho Sun-Ok;Kim Byeong Man;Oh Sang Yeop;Lee Hyun Ah
    • Journal of Korea Society of Industrial Information Systems
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    • v.10 no.1
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    • pp.28-37
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    • 2005
  • In our previous works, we suggested a method that extracts representative keywords from a few positive documents and assigns weights to them. To show the usefulness of the method, in this paper, we evaluate the performance of a famous classification algorithm called GIS(Generalized Instance Set) when it is combined with our method. In GIS algorithm, generalized instances are built from learning documents by a generalization function and then the K-NN algorithm is applied to them. Here, our method is used as a generalization function. For comparative works, Rocchio and Widrow-Hoff algorithms are also used as a generalization function. Experimental results show that our method is better than the others for the case that only positive documents are considered, but not when negative documents are considered together.

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An Approach to Detect Spam E-mail with Abnormal Character Composition (비정상 문자 조합으로 구성된 스팸 메일의 탐지 방법)

  • Lee, Ho-Sub;Cho, Jae-Ik;Jung, Man-Hyun;Moon, Jong-Sub
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.18 no.6A
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    • pp.129-137
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    • 2008
  • As the use of the internet increases, the distribution of spam mail has also vastly increased. The email's main use was for the exchange of information, however, currently it is being more frequently used for advertisement and malware distribution. This is a serious problem because it consumes a large amount of the limited internet resources. Furthermore, an extensive amount of computer, network and human resources are consumed to prevent it. As a result much research is being done to prevent and filter spam. Currently, research is being done on readable sentences which do not use proper grammar. This type of spam can not be classified by previous vocabulary analysis or document classification methods. This paper proposes a method to filter spam by using the subject of the mail and N-GRAM for indexing and Bayesian, SVM algorithms for classification.

Chinese Communist Party's Management of Records & Archives during the Chinese Revolution Period (혁명시기 중국공산당의 문서당안관리)

  • Lee, Won-Kyu
    • The Korean Journal of Archival Studies
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    • no.22
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    • pp.157-199
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    • 2009
  • The organization for managing records and archives did not emerge together with the founding of the Chinese Communist Party. Such management became active with the establishment of the Department of Documents (文書科) and its affiliated offices overseeing reading and safekeeping of official papers, after the formation of the Central Secretariat(中央秘書處) in 1926. Improving the work of the Secretariat's organization became the focus of critical discussions in the early 1930s. The main criticism was that the Secretariat had failed to be cognizant of its political role and degenerated into a mere "functional organization." The solution to this was the "politicization of the Secretariat's work." Moreover, influenced by the "Rectification Movement" in the 1940s, the party emphasized the responsibility of the Resources Department (材料科) that extended beyond managing documents to collecting, organizing and providing various kinds of important information data. In the mean time, maintaining security with regard to composing documents continued to be emphasized through such methods as using different names for figures and organizations or employing special inks for document production. In addition, communications between the central political organs and regional offices were emphasized through regular reports on work activities and situations of the local areas. The General Secretary not only composed the drafts of the major official documents but also handled the reading and examination of all documents, and thus played a central role in record processing. The records, called archives after undergoing document processing, were placed in safekeeping. This function was handled by the "Document Safekeeping Office(文件保管處)" of the Central Secretariat's Department of Documents. Although the Document Safekeeping Office, also called the "Central Repository(中央文庫)", could no longer accept, beginning in the early 1930s, additional archive transfers, the Resources Department continued to strengthen throughout the 1940s its role of safekeeping and providing documents and publication materials. In particular, collections of materials for research and study were carried out, and with the recovery of regions which had been under the Japanese rule, massive amounts of archive and document materials were collected. After being stipulated by rules in 1931, the archive classification and cataloguing methods became actively systematized, especially in the 1940s. Basically, "subject" classification methods and fundamental cataloguing techniques were adopted. The principle of assuming "importance" and "confidentiality" as the criteria of management emerged from a relatively early period, but the concept or process of evaluation that differentiated preservation and discarding of documents was not clear. While implementing a system of secure management and restricted access for confidential information, the critical view on providing use of archive materials was very strong, as can be seen in the slogan, "the unification of preservation and use." Even during the revolutionary movement and wars, the Chinese Communist Party continued their efforts to strengthen management and preservation of records & archives. The results were not always desirable nor were there any reasons for such experiences to lead to stable development. The historical conditions in which the Chinese Communist Party found itself probably made it inevitable. The most pronounced characteristics of this process can be found in the fact that they not only pursued efficiency of records & archives management at the functional level but, while strengthening their self-awareness of the political significance impacting the Chinese Communist Party's revolution movement, they also paid attention to the value possessed by archive materials as actual evidence for revolutionary policy research and as historical evidence of the Chinese Communist Party.

A Study on Classification into Hangeul and Hanja in Text Area of Printed Document (인쇄체 문서의 문자영역에서 한글과 한자의 구별에 관한 연구)

  • 심상원;이성범;남궁재찬
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.18 no.6
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    • pp.802-814
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    • 1993
  • This paper propose an algorithm for preprocessing of character recognition, which classify characters into Hangeul and Hanja. In this study, we use the 9 structural chacteristics of Hanja which isn't affected by deformation of size and style of characters and rates based on character size to classify characters. Firstly, we process the blocking to segment each characters. Secondly, on this segmented characters, we apply algorithm proposed in this paper to classify Hangeul and Hanja. Finally, we classify characters into Hangeul and Hanja, respectively. An experiment with 2350 Hangeul and 4888 Hanja printed Gothic and Mincho style of KS-C 5601 are carried out. We experiment on typeface sample book, newspapers, academic society's papers, magazines, textbooks and documents written out word processor to obtain the classifying rates of 98.8%, 92%, 96%, 98% and 98%, respectively.

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Segmentation-free Recognition of Touching Numeral Pairs (두자 접촉 숫자열의 분할 자유 인식)

  • Choi, Soon-Man;Oh, Il-Seok
    • Journal of KIISE:Software and Applications
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    • v.27 no.5
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    • pp.563-574
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    • 2000
  • Recognition of numeral fields is a very important task for many document automation applications. Conventional methods are based on the two-steps process, segmentation of touching numerals and recognition of the individual numerals. However, due to a large variation of touching types this approach has not produced a robust result. In this paper, we present a new segmentation-free method for recognizing the two touching numerals. In this approach, two touching numerals are regarded as a single pattern coming from 100 classes ('00', '01', '02', ..., '98', '99'). For the test set, we manually extract two touching numerals from the data set of NIST numeral fields. Due to the limitation of conventional neural network in case of large-set classification, we use a modular neural network and Drove its superiority through recognition experimen.

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Design and Implementation of 2D Fashion Design System based on Diagraming Piece (도식화 피스기반 2D패션 디자인 시스템의 설계 및 구현)

  • 김영운;이혜정;정성태;정석태;이용주;조진애
    • Journal of the Korea Society of Computer and Information
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    • v.9 no.1
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    • pp.45-54
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    • 2004
  • A CAD and diagraming program of clothing and fashion design field within the country variously exist, but this paper implements design CAD and diagraming system based on diagraming piece with database system. Proposal system can be used quickly and easily to designer because of providing various diagraming piece. intend to utilize the data to diagraming piece provide with various classification and key word. 2D fashion design system provide GUI, various drawing tool, vector type document. application data based on XML, diverse library and easy mapping capacity for user.

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A Study on Developing Database System for Management of WPS/PQR in Shipyard (조선소 WPS/PQR 관리 DB시스템 개발에 관한 연구)

  • Park, Ju-Yong;Kong, Ji-Hye;Park, Se-Jin;Nam, Sung-Gil
    • Journal of Welding and Joining
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    • v.34 no.1
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    • pp.47-53
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    • 2016
  • WPS/PQR is the essential documents for shipbuilding welding. WPS is the document containing the information related to welding procedure and PQR is the record of approval for welding procedure. Both documents should be approved by the ship owners and the classification societies. It is very important to manage these documents because the welding procedure using these documents could not be carried out before they are approved. Database is an useful tool to manage these documents. It can manage a number of documents and show the processing status of WPS/PQR documents. In this study, all documents related to WPS/PQR documents were investigated and analyzed in the viewpoint of DB. An appropriate DB system was designed for WPS/PQR and the related documents on the basis of CBD methodology. The DB system could make WPS/PQR documents easily and shortly. The grasp of the processing status of WPS/ PQR could help the good management of fabrication schedule in shipbuilding.

Sanhoopoong in Women's health (여성건강에 있어서의 산후풍)

  • Kim, Tae-Hee
    • Korean Parent-Child Health Journal
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    • v.3 no.1
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    • pp.35-45
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    • 2000
  • The object of this research was to examine closely through the document about how much important location Sanhoopoong had and how it influences in the women's health. In addition to that, from the result of this research. I would like to contribute to korean nursing theory development and korean traditional nursing. Sanhoopoong is only the pain of women, come out to whom experienced delivery and abortion and especially it is an important cultural disease to Korean women. This is, once be taken ill, even reputed doctors cannot cure, so this make women suffer from pain, fall ill, decrease the quality of women's life, and it is appealed by women constantly, and is just made known by traditionally. The cause of Sanhoopoong has not been recognized medically The disease is not included in the disease classification. Thus, Sanhoopoong has no special pathological cause, and because it is the desease when be not taken care after childbirth, so this is able to be prevented and relieved sufficiently. But Sanhoopoong is the important health matter to dominate women's whole life's health. It has to be researched and lightened quikly. We have to help the women to get out of the difficulties from the pain of Sanhoopoong as soon as possible.

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Cognitive Based Context Aware Reference History Management Tool

  • Punithan, Dharani;McKay, Bob
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.227-231
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    • 2009
  • The aim of the research is to focus on the cognitive principles and to achieve human-level intelligence in referring context based browser history and the Windows history. One of the major problems faced by today's computer users is insufficient and single exclusive context based reference of the browser history and the Windows history. Today we search for the browser history and Windows history in different places even though the context is the same. For e.g., When working on a research paper or preparing a business presentation, a user may require to refer many web sites on the internet and various documents on the local computer. The browser can provide only time based history. The windows document history is also time based and limited to list only few documents. Hence, we propose a tool "Cognitive Based Context Aware Reference History Management Tool" which helps to access the exclusive reference of context and time based history in one place. The tool also proposes to store image history with urls and classifies images of a specific topic accessed in different time, bookmarks management and cross browser history management. These features are very useful as we can access all related documents (doc, docx, ppt, pptx, pdf, txt, and html), web pages, images and bookmarks in one place. The tool uses the cognitive principles like classification and association to achieve the purpose.

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