• International Journal of Contents
• /
• 제6권3호
• /
• pp.25-29
• /
• 2010

Scanners play an important role in digitally reproducing the color and imaging of original documents used in public offices; however, the current system lacks a standard for digitized documents created by scanners, complicating efforts to create a digitized system. In particular, macrography cannot guarantee the accuracy and reliability of digitalized color documents, pictures, and photographs created by scanners. To this end, we develop a standardized evaluation tool and test target to certify digitalized documents created by a scanner in the domestic environment. In this study, we enhance the accuracy and reliability of scanned data to create an advanced standard evaluation tool for scanners. Moreover, to produce a scanner certification standard, we overcome existing problems related to the growing market. We anticipate that this new standard will see a high degree of application in the current environment.

• 통상정보연구
• /
• 제6권1호
• /
• pp.191-210
• /
• 2004

There are increasing needs for an individual or enterprise to interchange documents electronically through communication network to enhance the efficiency of business, owing to rapid process of transactions. But e-commerce encounters the problems regarding the handling the electronic documents, that is to say, deposit and proof of the electronic documents. This paper deals with Authorized Electronic Data Depot as an integrated system for processing, relaying and proving documents that. Authorized Electronic Data Depot operates as e-enabler in exchanging documents in trust among administrative agencies and a comprehensive government directory, digital government seal certification system and DNS system. Authorized Electronic Data Depot leads public and private sectors to save the paper-related costs. But the regulations concerning an authorized electronic data depot is introduced in the course of revision of Electronic Transactions Act. The purpose of this paper is to suggest some guidelines in legalizing the authorized electronic data depot.

• 산업경영시스템학회지
• /
• 제31권2호
• /
• pp.112-121
• /
• 2008

Nowaday the supply chain competitiveness is emphasized more and more than a company's own competitiveness. One of the most important processes in import and export is a publication over the Bill of Loading. In the publication of those bills S/R(shipping request) and check B/L for reviewing are circulated among consignors, forwarders, shipping companies and airlines by fax and e-mail. Or there should be expensive a One to One system, like an EDI. Each party has to re-input S/R data to their own systems and check it several times. The S/R data are converted digital to analog type and analog to digital repeatedly to check in the process. As the process goes by there can be not only input data errors but also waste of time and cost. ECR(electronic character recognition) is a technology can solve the Problem. Considering the data structure of documents in many systems used ECR samples SIR data from documents written in the digital type. But it is not enough with it only. To make N to N composition in reality more efficient we make a documents hub on the web reengineering the existing process to One to One relation. The ECR documents hub system has given us beneficial effects over a year throughout a field test.

• 디지털융복합연구
• /
• 제12권6호
• /
• pp.325-332
• /
• 2014

일반적으로 자동분류는 학습문서의 개수에 영향을 받는다고 알려져 있지만 실제로 학습문서의 수가 텍스트 자동분류에 어떻게 영향을 주는지 입증한 연구는 거의 없었다. 본 연구에서는 학습문서 수가 자동분류에 어떤 영향을 주는지 알아보기 위해 최근에 개발된 편차기반 분류방법을 중심으로 다른 분류 알고리즘과 비교하는데 초점을 두었다. 실험결과, 편차기반 분류모델은 학습문서의 수가 총 21개(7개 장르)인 상황에서 정확도가 0.8로 베이지안이나 지지벡터기계보다 우수하게 나타났다. 이것은 편차기반 분류모델이 장르내의 주제정보를 이용하여 학습하기 때문에 학습문서의 수가 적더라도 다른 학습방법보다 좋은 자질 선택 능력을 갖는다는 것을 입증한 것이다.

• 한국IT서비스학회지
• /
• 제3권2호
• /
• pp.85-98
• /
• 2004

As the e-Commerce based on the XML technology is getting bigger, user authentication, integrity, non-repudiation and confidentiality has become important for security. Since the XML technology is widely used for exchanging information among the Internet e-business systems, the security of XML documents is essentially required and XML digital signature should be supported. To support the digital signature of XML documents, W3C proposed the XML-Signature specification as an international standard that describes five transform algorithms. In this paper, we design and implement a XML/PKI based digital tax invoice system. Our system supports the five transforming algorithms defined in the XML-Signature specification and exchanges digital tax invoices among enterprises securely. We design and implement the flexible and efficient system consists of reusable components using CBD(Component Based Development).

• Asia pacific journal of information systems
• /
• 제32권4호
• /
• pp.830-856
• /
• 2022

The Digital Government landscape is changing to reflect how governments try to discover innovative digital solutions, and how they transform themselves in the process. In addition, with the advent of information and communication technology (ICT), e-governance became an essential part of the government. Among the services provided by the Korean government, the Minwon24 online portal is the most used one. However, it has some processing limitations, namely: (1) it provides a cumbersome document authenticity service; (2) people cannot know what happened even if the agency handles the documents arbitrarily. To address the issues outlined above, blockchain processing can be a good alternative. It has a tremendous potential in that it has maximum transparency and a low risk of being hacked. Resource management is one of the areas where blockchain is frequently used. The present study suggests a new model based on blockchain for Minwon24; the proposed model is a type of resource management. There are three participants: issuer, owner and receiver. The proposed model has two stages: issuing and exchanging. Issuing is creating civil documents on the database, which is BigchainDB in this study. Exchanging, the next stage, is a transaction between the owner and the receiver. Based on this model, the actual program is built with the programming language Python. To evaluate the model, the study uses various criteria and it shows the excellence of the model in comparison to others in prior research.

• 한국정보처리학회논문지
• /
• 제5권9호
• /
• pp.2233-2247
• /
• 1998

최근 WWW의 성장과 더불어 멀티미디어전자 문서의 활용이 많아지고 있다. 특히, 디지털 도서관은 다양하고 방대한 양의 멀티미디어전자 문서들을 다루게 되는데, 이들에 대한 효율적인 검색 방법과 체계적인 관리가 필요하다. 본 논문은 디지털 도서관에서 관리되는 멀티미디어전자 문서들을 효율적으로 저장하고 검색하기 위해 Dublin core 메타데이타를 확장하여 사용한다. 그리고 이렇게 확장된 Dublin core 메타데이타에 기반한 멀티미디어 문서 데이터베이스 스키마를 설계하고 이를 관리하는 시스템인 xD-MMS를 구현한다.

• 방송공학회논문지
• /
• 제24권1호
• /
• pp.77-86
• /
• 2019

본 논문은 머신 러닝 기술을 이용하여 과거의 수집된 문서를 분석하고 이를 바탕으로 문서를 분류하는 방법을 제안한다. 특정 도메인과 관련된 키워드를 기반으로 데이터를 수집하고, 특수문자와 같은 불용어를 제거한다. 그리고 한글 형태소 분석기를 사용하여 수집한 문서의 각 단어에 명사, 동사, 형용사와 같은 품사를 태깅한다. 문서를 벡터로 변환하는 Doc2Vec 모델을 이용해 문서를 임베딩한다. 임베딩 모델을 통하여 문서 간 유사도를 측정하고 머신 러닝 기술을 이용하여 문서 분류기를 학습한다. 학습한 분류 모델 간 성능을 비교하였다. 실험 결과, 서포트 벡터 머신의 성능이 가장 우수했으며 F1 점수는 0.83이 도출되었다.

• Journal of Communications and Networks
• /
• 제17권5호
• /
• pp.525-533
• /
• 2015

MS Office suit software is the most widely used electronic documents by a large number of users in the world, which has absolute predominance in office software market. MS Office 2007-2013 documents, which use new office open extensible markup language (OOXML) format, could be illegally used as cover mediums to transmit secret information by offenders, because they do not easily arouse others suspicion. This paper proposes nine forensic methods and an integrated forensic tool for OOXML format documents on the basis of researching the potential information hiding methods. The proposed forensic methods and tool cover three categories; document structure, document content, and document format. The aim is to prevent covert communication and provide security detection technology for electronic documents downloaded by users. The proposed methods can prevent the damage of secret information embedded by offenders. Extensive experiments based on real data set demonstrate the effectiveness of the proposed methods.

• 디지털콘텐츠학회 논문지
• /
• 제19권5호
• /
• pp.927-933
• /
• 2018

자연어 질문에 대해 답변을 찾아 제공하는 질의응답시스템의 오류에 가장 큰 영향을 미치는 요소 중 하나가 질문으로 정답을 포함하고 있을 만한 문서나 단락을 검색하는 단계이다. 검색의 성능 향상을 위해서는 정답 포함 문서 및 단락의 특징을 잘 이해해야 한다. 본 논문은 질문, 정답 포함 문서, 정답 미포함 문서로 구성된 말뭉치를 사용하여 정답 문서에는 질문 단어가 얼마나 많이 출현하는지, 출현 위치는 어떻게 분포하는지, 질문과 정답 문서의 주제는 얼마나 유사한지 등을 실험적으로 분석한다. 이를 통해 질의응답시스템을 위한 기존의 검색 연구 결과들에 대한 원인을 설명하고 효과적인 검색 단계의 필요 요소에 관해 논의한다.