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Preprocessing Technique for Malicious Comments Detection Considering the Form of Comments Used in the Online Community (온라인 커뮤니티에서 사용되는 댓글의 형태를 고려한 악플 탐지를 위한 전처리 기법)

  • Kim Hae Soo;Kim Mi Hui
    • KIPS Transactions on Computer and Communication Systems
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    • v.12 no.3
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    • pp.103-110
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    • 2023
  • With the spread of the Internet, anonymous communities emerged along with the activation of communities for communication between people, and many users are doing harm to others, such as posting aggressive posts and leaving comments using anonymity. In the past, administrators directly checked posts and comments, then deleted and blocked them, but as the number of community users increased, they reached a level that managers could not continue to monitor. Initially, word filtering techniques were used to prevent malicious writing from being posted in a form that could not post or comment if a specific word was included, but they avoided filtering in a bypassed form, such as using similar words. As a way to solve this problem, deep learning was used to monitor posts posted by users in real-time, but recently, the community uses words that can only be understood by the community or from a human perspective, not from a general Korean word. There are various types and forms of characters, making it difficult to learn everything in the artificial intelligence model. Therefore, in this paper, we proposes a preprocessing technique in which each character of a sentence is imaged using a CNN model that learns the consonants, vowel and spacing images of Korean word and converts characters that can only be understood from a human perspective into characters predicted by the CNN model. As a result of the experiment, it was confirmed that the performance of the LSTM, BiLSTM and CNN-BiLSTM models increased by 3.2%, 3.3%, and 4.88%, respectively, through the proposed preprocessing technique.

A Historical Survey of Literacy and Library Users in Korea (한국사회의 문자.도서관 이용자에 관한 연구)

  • 전명숙
    • Journal of Korean Library and Information Science Society
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    • v.34 no.4
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    • pp.271-289
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    • 2003
  • To understand the literacy and library users of Korean society, various historical data and statistics were gathered and analyzed. The findings are: 1) lineage, commerce, and religion in ancient Korean society and the social class in Koryo and Lee Dynasty were related to the literacy, and 2) the size of collection, increase of books, library budgets and the policy of national library are also somewhat related to the library hem at present.

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Extraction of Korean Information from Maps by Spatial Filtering Neural Network (공간 필터링 신경회로망에의한 지도에서의 한글 문자 정보의 추출)

  • Lee, U-Beom;Jeong, Ji-Uk;Hwang, Ha-Jeong;Kim, Uk-Hyeon
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.1
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    • pp.223-235
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    • 1998
  • 도면 중에 내재한 지리정보를 이해해서 공간 자료에 대한 사용자의 질의에 응답할 수 있는 지능형 시스템의 설계는 화상처리 연구의 중요한 응용분야이다. 특히, 지도도면에는 도로, 강, 지역경계, 문자, 심벌 등의 지리정보가 존재하며, 이 개체와 개체 사이의 관계를 포함하는 데이터베이스의 구축은 매우 어려운 일이다. 본 논문에서는 지도도면으로부터 문자정보의 추출과 인식을 위해서 시신경계의 특징추출 이론을 적용한 공간 필터링 신경회로망을 제안한다. 본 시스템을 국립지리원 발행의 1/5,000지도에 적용하여 그 유효성을 보인다.

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A Method of Image Display on Cellular Broadcast Service (재난문자 서비스에서의 이미지 표출 방안)

  • Byun, Yoonkwan;Lee, Hyunji;Chang, Sekchin;Choi, Seong Jong;Pyo, Kyungsoo
    • Journal of Broadcast Engineering
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    • v.25 no.3
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    • pp.399-404
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    • 2020
  • The Disaster text service is a text-based service for public alert. But, foreigners who are not familiar with korean can not understand exactly the disaster text messages provided. Using multimedia information such as images is expected to solve this problem. However, the current disaster message service method is not suitable for multimedia information delivery. This study proposes a firmware-based disaster character service method for displaying disaster image in a terminal. A device using this method should store images corresponding to the type of disaster and use special characters to inform the presentation of image in a terminal. This approach can be implemented in the new firmware installed device and it can be work with the existing device.

An Automatic OSD Verification Method using Computer Vision Techniques (컴퓨터 비전 기술을 이용한 OSD Menu 자동검증 기법)

  • Lee, Jin-Seok;Kang, Duek-Cheol;Cho, Yun-Seok;Kim, Ho-Joon
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2005.11a
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    • pp.275-278
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    • 2005
  • 본 연구는 디스플레이 제품의 개발 및 생산과정에서 OSD 메뉴문자의 오류 유무를 검사하는 과정을 컴퓨터 비전기술을 사용하여 자동화하는 방법을 제안한다. 디스플레이 제품의 OSD 메뉴는 순차적인 제어과정을 통해서 제한된 디스플레이 영역에 여러 종류의 언어와 기호를 포함하는 형태로 출력된다. 기존의 제품개발 과정에서 이러한 메뉴 항목의 정확성을 검증하는 작업은 작업자의 육안에 의한 판단과 수작업에 의해 이루어지고 있는데, 이는 반복작업에 의한 집중력 저하 및 판단착오에 의한 오류의 가능성을 내재한다. 또한 작업자가 다양한 나라의 언어에 대한 문자형태와 기호표현의 특성을 이해하여야 하고, 검증작업 자체에 따르는 부수적인 시간과 노력을 필요로 한다. 이에 본 연구에서는 디스플레이 제품의 OSD 메뉴와 같이 특수한 구조를 갖는 문서영상에 대한 논리적인 구조분석을 통해서 연속적인 문서영상을 발생시키는 작업스케쥴러를 생성하고, 작업스케쥴러에 의해 순차적으로 발생된 영상문서에 대한 전처리, OSD 메뉴의 기하학적 구조분석 및 문자영역을 추출하는 방법과, 표준패턴 구축 및 원형정합에 의한 문자의 오류를 검증하는 방법과 오류를 관리하는 기법을 제안한다.

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A Research of Character Graphic Design on Larger Television Screens -Based on Analysis of its Visual Perception- (TV화면 대형화에 따른 문자그래픽 표현 연구 -시각인지도 분석 기반-)

  • Lee, Kook-Se;Moon, Nam-Mee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.4
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    • pp.129-138
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    • 2009
  • Character graphic design of TV screen, the major visual element, has become greatly important in its roles to help viewers understand visual information better and to enhance the qualities of the program. This research is to figure our a way of changing and improving the attributes of TV captions and graphics such as fonts, size, and caption speed appropriate to bigger and better qualified TV screen. Based on two Delphi surveys of graphics experts along with the theoretical studies, this article analyzes the relevance of visual perception to various visual elements of TV screen, and proposes a better plan in visual effects for various media under OSMU (One Source Multi Use).

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A Display Method of Image Information and URL Using the Message Structures of Emergency Alert Broadcasts for 5G Cellular Communications (5G 이동통신 용 재난경보 방송의 메시지 구조를 이용한 이미지 정보 및 URL 표출기법)

  • Chang, Sekchin
    • Journal of Broadcast Engineering
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    • v.26 no.5
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    • pp.592-598
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    • 2021
  • Current cellular systems rely on a CBS protocol for emergency alert broadcast services. However, the CBS protocol just specifies the delivery of a limited text message. Therefore, foreigners, who are unfamiliar with local characters, may have some difficulties in understanding the received CBS text message. The CBS protocol also reveals a distinct restriction in delivering abundant information because of a limited number of text characters. In order to overcome the weak points of the current CBS protocol, we propose a display method of image information and URL on the screens of mobile terminals for the received CBS text message in this paper. The presented approach effectively utilizes the message structure of CBS for 5G cellular systems.

Document Understanding using Partial Matching Method (부분 매칭을 이용한 서식 이해에 관한 연구)

  • 변영철;윤성수;김경환;최영우;이일병
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.443-445
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    • 1999
  • 여러 가지 유형의 서식 문서를 자동으로 처리하려면 서식을 이해하는데 필요한 항목 영상을 추출하기에 앞서 서식을 분류(classification)해야 한다. 서식을 분류함에 있어서 서식 영상 전체를 다룰 경우 상당한 시간이 걸릴 수 있다. 왜냐하면 일반적으로 서식 문서 영상의 크기는 일반 문자 영상에 비해 상당히 클 뿐만 아니라 대상 서식 문서의 유형도 많아질 수 있기 때문이다. 본 연구에서는 이러한 문제를 해결하기 위한 방법으로서 DP 매칭에 의한 부분 매칭 방법을 제안하고자 한다. 실험 결과, 제안하는 방법은 서식 문서의 전체가 아닌 일부 영역만을 비교함으로써 인식 시간과 인식률 면에서 서식 문서를 효과적으로 처리할 수 있었다.

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Analysis on letter and expressions in the elementary mathematics textbooks (초등수학 교과서에 제시된 문자와 식 내용 분석 -6차와 2007년 교육과정을 중심으로-)

  • Kim, Sung Ae;Kim, Sung Joon
    • Journal of Elementary Mathematics Education in Korea
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    • v.17 no.1
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    • pp.105-128
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    • 2013
  • One of the biggest changes in 2007 Curriculum Revision is introduction of letter, equation, direct proportion and inverse proportion in fifth and sixth grade of mathematics. The purpose of this study is to provide some implications about teaching-learning method for introduction of letters, teaching and learning activities of equation between the 6th Curriculum and 2007 Curriculum Revision. The below conclusions were drawn from findings obtained in this study. First, the letter and expression were learned in fifth and sixth grade until 6th Curriculum and were learned in seventh grade in middle school of 7th Curriculum. But letter, equation are introduced in 2007 Curriculum Revision again. The overall contents of letter and expression were learned on the 'Relationship' domain in the 6th Curriculum, it were learned on the 'Letter and expression' domain in the 7th Curriculum and is learned on the 'Regularity and problem-solving' domain in the 2007 Curriculum Revision. Second, teaching method of these contents was to promise some definitions at first and then to solve exercises in the 6th Curriculum. But leaning was forced to improve student's problem-solving in the 7th Curriculum. To reduce student's pressure offers at a minimum mathematics terms and to provide problem situations to students who contact daily, it is emphasized on learner's communication in the 2007 Curriculum Revision. We want to be easily connected elementary mathematics and higher mathematics through this study about letter, equation. We recognized how we teach the letter and expression to reduce misconceptions and draw a transition from arithmetic thinking to algebraic thinking and want to be continue of another studies.

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Perceived Social Presence in the Text-Based Media: Mobile Communication Case (문자기반 매체에서 느끼는 사회적 현존감: 모바일 커뮤니케이션의 사례)

  • Lee, Hae-Kyung;Lee, Hyejung;Lee, Jungwoo
    • The Journal of the Korea Contents Association
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    • v.13 no.1
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    • pp.164-174
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    • 2013
  • Since the advent of smart phone, a variety of text-based media are developed and used as popular communication tools even in mobile phone environment. This study explores differences in terms of users' perceived social presence level across different text-based media, specifically KakaoTalk, Facebook, SMS. A survey was conducted using items adopted from previous studies on social presence. 203 data points were collected and used for analysis. Across the whole sample, KakaoTalk is perceived as the highest in terms of perceived social presence level, followed by Facebook and SMS. Also, the users with higher level of sociality tends to reveal higher level of perceived social presence across all the media while younger and/or student users tend to maintain higher level of social presence perception across all the media. Further studies seem necessary investigating features of specific medium that may increase or decrease the perceived level of social presence.