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A Study on Text Pattern Analysis Applying Discrete Fourier Transform - Focusing on Sentence Plagiarism Detection - (이산 푸리에 변환을 적용한 텍스트 패턴 분석에 관한 연구 - 표절 문장 탐색 중심으로 -)

  • Lee, Jung-Song;Park, Soon-Cheol
    • Journal of Korea Society of Industrial Information Systems
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    • v.22 no.2
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    • pp.43-52
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    • 2017
  • Pattern Analysis is One of the Most Important Techniques in the Signal and Image Processing and Text Mining Fields. Discrete Fourier Transform (DFT) is Generally Used to Analyzing the Pattern of Signals and Images. We thought DFT could also be used on the Analysis of Text Patterns. In this Paper, DFT is Firstly Adapted in the World to the Sentence Plagiarism Detection Which Detects if Text Patterns of a Document Exist in Other Documents. We Signalize the Texts Converting Texts to ASCII Codes and Apply the Cross-Correlation Method to Detect the Simple Text Plagiarisms such as Cut-and-paste, term Relocations and etc. WordNet is using to find Similarities to Detect the Plagiarism that uses Synonyms, Translations, Summarizations and etc. The Data set, 2013 Corpus, Provided by PAN Which is the One of Well-known Workshops for Text Plagiarism is used in our Experiments. Our Method are Fourth Ranked Among the Eleven most Outstanding Plagiarism Detection Methods.

Analysis of Korean Traditional Records Information System (국내 전통기록물 정보시스템 현황 조사)

  • Yang, Kiduk;Shin, Daye
    • Journal of Korean Library and Information Science Society
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    • v.47 no.4
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    • pp.191-217
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    • 2016
  • Traditional records information system has greatly improved accessibility to users by providing internet access to the digitized form of traditional records, access to which have previously been restricted for the purpose of preservation. This study investigated the accessibility and serviceability of Korean traditional records by examining current traditional record information systems in Korea. After compiling a list of traditional records information systems, which were grouped by operating agency, we analyzed them by coverage period, document type, and content format as well as examining search options and browse categories. We also categorized and examined the information systems by user type. The result showed that out of 105 traditional records information systems serving various content types and services, only a fraction(16.1%) provide a comprehensive information that includes bibliographic information, annotated description, content image, content text, and translated text, and less than a half(49.5%) provide a detailed search, all of which point to a less than optimal conditions for access to traditional records and suggest a strong need for improved traditional records information systems in Korea.

The Study on Dynamic Images Processing for Finger Languages (지화 인식을 위한 동영상 처리에 관한 연구)

  • Kang, Min-Ji;Choi, Eun-Sook;Sohn, Young-Sun
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.2
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    • pp.184-189
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    • 2004
  • In this paper, we realized a system that receives the dynamic images of finger languages, which is the method of intention transmission of the hearing disabled person, using the white and black CCD camera, and that recognizes the images and converts them to the editable text document. We use the afterimage to draw a sharp line between indistinct images and clear images from a series of inputted images, and get the character alphabet from the away of continuous images and output the accomplished character to the word editor by applying the automata theory. After the system removes the varied wrist part from the data of clean image, it gets the controid point of hand by the maximum circular movement method and recognizes the hand that is necessary to analyze the finger languages by applying the circular pattern vector algorithm. The system abstracts the characteristic vectors of the hand using the distance spectrum from the center of the hand and it compares the characteristic vector of inputted pattern from the standard pattern by applying the fuzzy inference and recognizes the movement of finger languages.

Design and Implementation of a Browser for Educational PDA Contents (교육용 PDA 컨텐츠 브라우저의 설계 및 구현)

  • 신재룡
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.8
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    • pp.1223-1233
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    • 2002
  • Recently various electronic books (I-Book) based on PDA (personal digital assistance) that we can easily use anytime and anywhere have been developed. Volume and weight of the E-Book is much less than that of traditional books. In that reason, it is easy to carry and serve us with contents by diverse functions such as searching, bookmark, dictionary, and playing of color image, sound or moving picture. On account of these advantages, many products connected with I-Book have been emerged in the market. However a product connected with educational contents is scarce, because it requires not only normal function but also additional functions such as a problem solving. Therefore it is actually necessary to develop a browser and an editor for educational contents. In this paper, we express educational contents by XML and define structure of document with XML schema. Then, we design and implement an editor and a browser that can manage educational contents on PDA.

Adaptive Data Mining Model using Fuzzy Performance Measures (퍼지 성능 측정자를 이용한 적응 데이터 마이닝 모델)

  • Rhee, Hyun-Sook
    • The KIPS Transactions:PartB
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    • v.13B no.5 s.108
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    • pp.541-546
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    • 2006
  • Data Mining is the process of finding hidden patterns inside a large data set. Cluster analysis has been used as a popular technique for data mining. It is a fundamental process of data analysis and it has been Playing an important role in solving many problems in pattern recognition and image processing. If fuzzy cluster analysis is to make a significant contribution to engineering applications, much more attention must be paid to fundamental decision on the number of clusters in data. It is related to cluster validity problem which is how well it has identified the structure that Is present in the data. In this paper, we design an adaptive data mining model using fuzzy performance measures. It discovers clusters through an unsupervised neural network model based on a fuzzy objective function and evaluates clustering results by a fuzzy performance measure. We also present the experimental results on newsgroup data. They show that the proposed model can be used as a document classifier.

A Instructional Contents Creator using Wavelet for Lossless Image Compression (웨이브렛 기반 무손실 압축 방법을 사용한 동영상 강의 콘텐츠 제작기 구현)

  • Lee, Sang-Yeob;Park, Seong-Won
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.2
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    • pp.71-81
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    • 2011
  • In order to easily create video tutorials, the algorithm is needed that video camera recording, white board images, video attachments, and document data are combined in real-time. In this study, we implemented the video lecture content creation system using wavelet-based lossless compression to composite multimedia objects in real-time and reproduce the images. Using commercially available PC can be useful when lecturers want to make video institutional contents, it can be operated easily and fastly. Therefore, it can be very efficient system for e-Learning and m-Learning. In addition, the proposed system including multimedia synthesis technology and real-time lossless compression technology can be applied to various fields, different kinds of multimedia creation, remote conferencing, and e-commerce so there are highly significant.

A study on the Application of XML based Annotation for National Base Digital Map (XML기반 국가공간데이터의 주석 활용에 관한 연구)

  • Kwon, Gu-Ho;Seok, Hyun-Jeong;Kim, Young-Sup
    • Journal of Korea Spatial Information System Society
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    • v.4 no.1 s.7
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    • pp.15-25
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    • 2002
  • The OGC(OpenGIS Consortium), which is standardization organization of geographic data, have been studied standard for geographic data such as GML and GML based annotation for image and map. Annotation for map is applicable in various ways, understanding about geographic data, decision making and exchange of communication. For instance, Map annotation can be used for highlighting tour-course as symbols or explaining it as text on a map in tourism. This study suggests some annotation methodology for national digital map and presents a simple implementation of it. Firstly, this study suggests a way of updating OGC annotation schema which corresponds with DXF format and creating a GML application schema using the updated OGC annotation schema. Also it suggest a way of converting instance documents of annotated map to VML document with XSLT and VML for display. Later, it is needed to study for supporting another formats as well as DXF format. In addition, it is needed to study for managing the history of updated map entity with annotation in Local governments UIS(Urban Information System) in practical aspects.

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An Adaptive Thresholding of the Nonuniformly Contrasted Images by Using Local Contrast Enhancement and Bilinear Interpolation (국소 영역별 대비 개선과 쌍선형 보간에 의한 불균등 대비 영상의 효율적 적응 이진화)

  • Jeong, Dong-Hyun;Cho, Sang-Hyun;Choi, Heung-Moon
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.36S no.12
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    • pp.51-57
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    • 1999
  • In this paper, an adaptive thresholding of the nonuniformly contrasted images is proposed through using the contrast pre-enhancement of the local regions and the bilinear interpolation between the local threshold values. The nonuniformly contrasted image is decomposed into 9${\times}$9 sized local regions, and the contrast is enhanced by intensifying the gray level difference of each low contrasted or blurred region. Optimal threshold values are obtained by iterative method from the gray level distribution of each contrast-enhanced local region. Discontinuities are reduced at the region of interest or at the characters by using bilinear interpolation between the neighboring threshold surfaces. Character recognition experiments are conducted using backpropagation neural network on the characters extracted from the nonuniformly contrasted document, PCB, and wafer images binarized through using the proposed thresholding and the conventional thresholding methods, and the results prove the relative effectiveness of the proposed scheme.

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Geometric Accuracy of KOMPSAT-2 PAN Data According to Sensor Modeling (센서모델링 특성에 따른 KOMPSAT-2 PAN 영상의 정확도)

  • Seo, Doo-Chun;Yang, Ji-Yeon
    • Aerospace Engineering and Technology
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    • v.8 no.2
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    • pp.75-82
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    • 2009
  • In order to help general users to analyze the KOMPSAT-2 data, an application of sensor modeling to commercial software was explained in this document. The sensor modeling is a basic step to extract the quantity and quality information from KOMPSAT-2 data. First, we introduced the contents and type of ancillary data offered with KOMPSAT-2 PAN image data, and explained how to use it with commercial software. And then, we applied the polynomial-base and refine RFM sensor modeling with ground control points. In the polynomial-base sensor modeling, the accuracy which is average RMSE of check points is highest when the satellite position was calculated by type of 1st order function and the satellite attitude was calculated by type of 1st order function for (Y axis), (Z axis) or constant for (X axis), (Y axis), (Z axis) in perspective center position and satellite attitude parameters. As a result of refine RFM sensor modeling, the accuracy is less than 1 pixel when we applied affine model..

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Iconological Interpretation of the Fashion of Rock Stars in the 1960's (1960년대 록 스타 패션의 도상학적 해석)

  • Lee, Jung-Won;Geum, Key-Sook
    • Journal of the Korean Society of Costume
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    • v.58 no.6
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    • pp.69-84
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    • 2008
  • Considering that star reflects the image of current society, analyzing fashion of celebrity is to read ideal type and demands of beauty of the era. Especially the rock music-represents youth culture that last on present day-born in 1960's, and it is considered to a significant decade in pop music history. Thus this research will analysis rock star's fashions in iconological view of E. Panofsky. The aim of this document is Clarifying how the fashion of pop stars appeared and what formed its worth. As a result of analyzing fashions of rock star in 1960's, it is available to find these sameness and difference. The Mods borrowed images of the past, and introduce the elite modernism and shows very urban style. The Folky and the Psychedelic showed post-structuralism propensity against industrial society, in the case of the Folky it induced styles that symbolize labor class to realize social worth. And as an aftereffect of war and repulsion of commercial worth, they embody nature-returning peasant look so that it shows pastoral mood in total. The Psychedelic express somewhat struggling escapism and it generated illusionary images with quests to superego and glorification to psychedelic status. The Folky and the Psychedelic are same in the side of introducing existentialism, this occurred by using ethnic factor. But the Folky showed plain outlook by pop propensity, on the other hand, the Psychedelic showed magnificent outlook such as optical art, pop art, and futurism ought to express merrymaking culture. And common feature of these is introduction of unisex mod which is came after the change of gender role. Thus each star or group has professed special ideology into their culture and it is reflected to acts which is including music and dress style. This affair is analyzed like these two things. The mass of people schemes their identity with inducing special ideology to their culture at the first. And the purpose to archive cultural hegemony in inter-social class at the next.