• 제목/요약/키워드: Document Summary

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향상된 TextRank 알고리즘을 이용한 자동 회의록 생성 시스템 (Automatic Meeting Summary System using Enhanced TextRank Algorithm)

  • 배영준;장호택;홍태원;이해연
    • 한국정보전자통신기술학회논문지
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    • 제11권5호
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    • pp.467-474
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    • 2018
  • 다양한 업무 수행에 있어서 회의나 토론 등의 내용을 정리하여 문서화하는 것의 중요성은 매우 높다. 그러나 기존에는 사람이 직접 내용에 대한 정리를 수작업으로 수행하였다. 본 논문에서는 TextRank 알고리즘을 이용하여 자동으로 회의록을 생성하는 시스템의 개발에 대하여 설명한다. 제안한 시스템은 발언자의 모든 발언 내용을 실시간으로 기록하고, 문장들을 출현 빈도수에 기초하여 유사도를 계산한 후, 문서 데이터 안에서 문장들 간의 관계를 찾아내는 비지도 학습 알고리즘을 통해 중요 단어 혹은 문장을 추출함으로서 자동으로 회의록을 생성하도록 하였다. 특히, PageRank 알고리즘을 단어와 문장에 적합하도록 재구성한 TextRank 알고리즘에 대하여 핵심어의 가중치 조정 기법을 도입함으로서 성능 향상을 모색하였다.

Structure and Challenges of a Security Policy on Small and Medium Enterprises

  • Almeida, Fernando;Carvalho, Ines;Cruz, Fabio
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권2호
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    • pp.747-763
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    • 2018
  • Information Technology (IT) plays an increasingly important role for small and medium-sized enterprises. It has become fundamental for these companies to protect information and IT assets in relation to risks and threats that have grown in recent years. This study aims to understand the importance and structure of an information security policy, using a quantitative study that intends to identify the most important and least relevant elements of an information security policy document. The findings of this study reveal that the top three most important elements in the structure of a security policy are the asset management, security risk management and define the scope of the policy. On the other side, the three least relevant elements include the executive summary, contacts and manual inspection. Additionally, the study reveals that the importance given to each element of the security policy is slightly changed according to the sectors of activity. The elements that show the greatest variability are the review process, executive summary and penalties. On the other side, the purpose of the policy and the asset management present a stable importance for all sectors of activity.

단락 자동 구분을 이용한 문서 요약 시스템 (Korean Summarization System using Automatic Paragraphing)

  • 김계성;이현주;이상조
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권7_8호
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    • pp.681-686
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    • 2003
  • 본 논문은 단락의 자동 구분을 통해 중요한 문장을 추출하는 요약 시스템을 제안한다. 먼저 어휘의 재출현 여부를 파악하여 어휘의 일치도와 어휘의 역할 변화와 같은 재출현 어휘의 양상 정보를 수집하고, 이를 통하여 문장 간의 긴밀도를 정량적으로 계산한다. 다음으로 측정된 문장간 긴밀도를 이용하여 사용자의 추출 범위에 따라 단락을 구분하고, 각 단락의 대표 문장을 선정하여 최종 요약문을 추출한다. 제안한 방법은 문서 제목, 문장의 위치, 수사 구조 등의 정보를 이용하지 않기 때문에 수사 구조가 자주 발견되지 않는 문서에도 적용이 가능하다.

IPCC 제5차 과학평가보고서 고찰 (In-depth Review of IPCC 5th Assessment Report)

  • 박일수;장유운;정경원;이강웅;;권원태;윤원태
    • 한국대기환경학회지
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    • 제30권2호
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    • pp.188-200
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    • 2014
  • The IPCC 5th Assessment Report (Climate Change 2013: The Physical Science Basis) was accepted at the 36th Session of the IPCC on 26 September 2013 in Stockholm, Sweden. It consists of the full scientific and technical assessment undertaken by Working Group I. This comprehensive assessment of the physical aspects of climate change puts a focus on those elements that are relevant to understand past, document current, and project future of climate change. The assessment builds on the IPCC Fourth Assessment Report and the recent Special Report on Managing the Risk of Extreme Events and Disasters to Advance Climate Change Adaptation. The assessment covers the current knowledge of various processes within, and interactions among, climate system components, which determine the sensitivity and response of the system to changes in forcing, and they quantify the link between the changes in atmospheric constituents, and hence radiative forcing, and the consequent detection and attribution of climate change. Projections of changes in all climate system components are based on model simulations forced by a new set of scenarios. The report also provides a comprehensive assessment of past and future sea level change in a dedicated chapter. The primary purpose of this Technical Summary is to provide the link between the complete assessment of the multiple lines of independent evidence presented in the main report and the highly condensed summary prepared as Policy makers Summary. The Technical Summary thus serves as a starting point for those readers who seek the full information on more specific topics covered by this assessment. Warming of the climate system is unequivocal, and since the 1950s, many of the observed changes are unprecedented over decades to millennia. The atmosphere and ocean have warmed, the amounts of snow and ice have diminished, sea level has risen, and the concentrations of greenhouse gases have increased. Total radiative forcing is positive, and has led to an uptake of energy by the climate system. The largest contribution to total radiative forcing is caused by the increase in the atmospheric concentration of $CO_2$ since 1750. Human influence on the climate system is clear. This is evident from the increasing greenhouse gas concentrations in the atmosphere, positive radiative forcing, observed warming, and understanding of the climate system. Continued emissions of greenhouse gases will cause further warming and changes in all components of the climate system. Limiting climate change will require substantial and sustained reductions of greenhouse gas emissions. The in-depth review for past, present and future of climate change is carried out on the basis of the IPCC 5th Assessment Report.

잠수함 전.평시 OMS/MP 설정 방법론 연구 (A Wartime/Peacetime OMS/MP Analysis Model for the Submarine Development)

  • 장원준;김경용;백순흠
    • 한국군사과학기술학회지
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    • 제14권3호
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    • pp.432-440
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    • 2011
  • Operational Mode Summary/Mission Profile(OMS/MP) is a document to quantify the operational and maintenance requirements based on the future operational environments and its mission and How to Fight concept in the development of the weapon system. It is important as a key document for the RAM goal setting in the early phase of weapon system development. The paper presents a systematic and practical submarine OMS/MP model processes with a deep analysis of relevant case studies and current status domestic and abroad. Especially, it proposes the unique Scenario Planning and Switch on List techniques with real case studies which have recently performed. The paper will contribute not only the basis of improved requirements for the development of weapon system but also the sustainment of readiness with the enhancement of RAM and reduction of total life cycle cost.

모바일 데이터 브로드캐스팅을 위한 트리 기반의 인덱싱 방법 (A Tree-Based Indexing Method for Mobile Data Broadcasting)

  • 박미화;이용규
    • 한국컴퓨터정보학회논문지
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    • 제13권4호
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    • pp.141-150
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    • 2008
  • 무선 모바일 환경에서 통신 장비의 에너지와 전송 대역폭 효율을 위해 방송 기법이 널리 사용되고 있다. 기존에는 비계층적 데이터를 대상으로 한 인덱싱 연구들이 있었으나, 웹과 이동통신 환경에서 널리 사용되는 XML 데이터에 대한 방송 인덱싱 연구는 미미한 실정이다. 본 연구에서는 XML문서에 대한 새로운 방송 인덱싱 방법으로 TOP 트리를 제안한다. TOP 트리는 XML 문서에 포함된 엘리먼트들을 같은 경로를 갖는 엘리먼트 그룹으로 분류한 후, 해당 그룹을 순서화된 고유 ID가 부여된 노드로 구성하고 엘리먼트 그룹간의 관계를 간선으로 연결한 경로 요약 트리이다. 본 논문에서는 TOP 트리 기반 방송 스트림 생성 방법과다중 경로 질의 처리 방법을 제안하고 실험을 통해 제안 방법의 우수성을 입증한다.

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적응적인 학습을 위한 텍스트 마이닝 기술 (Text Mining Techniques for Adaptable Learning)

  • 김천식;정명희;홍유식
    • 전자공학회논문지CI
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    • 제45권3호
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    • pp.31-39
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    • 2008
  • 지금까지 이러닝 시스템을 통해서 학습 능력을 향상시키는 기술이 많이 나와 있다. 대부분의 이러닝 시스템에서 학습자들은 강의 자료와 학습문제를 통해서 학습을 한다. 그러나, 때로는 학습자간의 자료공유나 토론을 통해서 학습능력과 학습 의욕을 향상시킬 수 있다. 이 경우에 일반적으로 게시판을 통해서 학습 자료를 공유하거나 MSN과 같은 메신저를 사용하여 학습자들끼리 토론 및 자료를 공유한다. 하지만, 이와 같은 형태의 학습 공유 유형은 학습 자료가 주제별로 분류되어 있지 않기 때문에 학습자가 관련 자료를 검색하는 일이 쉽지 않다. 그 결과 학습에 크게 도움이 되지 않는다. 대부분의 텍스트 마이닝 기술은 문서데이터의 집합으로부터 요약 데이터를 추출하거나 유사한 문서의 집합을 분류하는 기술이다. 따라서, 본 논문에서 학습자가 학습능력을 향상시킬 수 있도록 이러닝 시스템에 텍스트 마이닝 기술을 적용하여 효과적으로 이러닝 자료를 분류하여 학습자에게 도움이 되는 시스템을 구현하고 평가하였다.

Multi-pass Sieve를 이용한 한국어 상호참조해결 (Korean Coreference Resolution using the Multi-pass Sieve)

  • 박천음;최경호;이창기
    • 정보과학회 논문지
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    • 제41권11호
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    • pp.992-1005
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    • 2014
  • 상호참조해결은 문서 내에서 선행하는 명사구와 현재 등장한 명사구 간에 같은 개체를 의미하는 지를 결정하는 문제로 정보 추출, 문서분류 및 요약, 질의응답 등에 적용된다. 본 논문은 상호참조해결의 규칙기반 방법 중 가장 성능이 좋은 Stanford의 다 단계 시브(Multi-pass Sieve) 시스템을 한국어에 적용한다. 본 논문에서는 모든 명사구를 멘션(mention)으로 다루고 있으며, Stanford의 다 단계 시브 시스템과는 달리 멘션 추출을 위해 의존 구문 트리를 이용하고, 동적으로 한국어 약어 리스트를 구축한다. 또한 한국어 대명사를 참조하는데 있어 중심화 이론 중 중심의 전이적인 특성을 적용하여 가중치를 부여하는 방법을 제안한다. 실험 결과 F1 값은 MUC 59.0%, B3 59.5%, Ceafe 63.5%, CoNLL(평균) 60.7%의 성능을 보였다.

대학도서관 주제자료실의 가구계획 및 배치유형 분석 (Analysis of Furniture Planning and Layout Type in Subject Specialization of University Library)

  • 장아리;황연숙
    • 한국실내디자인학회논문집
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    • 제24권2호
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    • pp.180-188
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    • 2015
  • University libraries aim to improve not only educational effects but also the general quality of colleges. A primary way of pursuing this goal is through providing professors and students with sufficient amounts of available references and materials that can be used for academic purposes. However, even though university libraries are intended to be used by college students majoring in different fields, they tend to provide mostly books. This limited offering of resources means that they are not distinguishing themselves from regular libraries. The purpose of this study is to present basic data for the spatial design of a subject specialization room in a college library. Included in the design are recommendations for the type and placement of the furniture in the room. The summary of results for this study and the conclusions are as follows: The layout of data space and reading space in a subject specialization room can be categorized into both document-oriented (document centralized and document categorized) and reading-oriented (reading centralized, all, and group types). The public reading seats and private reading seats in a subject specialization room, according to their ratio, can be divided into private reading, public reading, and distributed reading sections. The ratio of open-spaced tables is higher for groups of four or more people, but users often sit separately from others in order to ensure privacy. Unfortunately, this practice results in seating gaps that do not make efficient use of space. The result is that the public reading seats are less efficient than the private reading seats in terms of space. Therefore, it is necessary to increase the number of cubicles.

『미암일기(眉巖日記)』분석을 통한 16세기 사대부가(士大夫家) 음식문화 연구 - 정묘년(丁卯年)(1567년(年)) 10월(月)~무진년(戊辰年)(1568년(年)) 9월(月) - (A Study on the 16th Century Food Culture of Chosun Dynasty Nobility in "Miam's Diary")

  • 김미혜
    • 한국식생활문화학회지
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    • 제28권5호
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    • pp.425-437
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    • 2013
  • The aim of this study was to establish the identity of Korean traditional food based on the recorded food preferences during the period of the Chosun Dynasty. Our primary source in this regard was the invaluable, historical document called the "Miam's diary." This important document reveals details of such food preferences from October 1567 to September 1568. By analyzing the income-expenditure trends of virtually every household, this diary was used to describe a vivid traditional food preference of the people during that period. A detailed analysis of the diary reveals the summary of families' characteristics in the 16th century. First, it records the fact that expenditure on food was mainly based on stipend and gifts received. The type of food preferred by the people was diverse in nature; for it included rice, bean, chicken, pheasant, and seafood. However, there were dried or pickled forms too so as to prevent them from undergoing decay. Second, it throws light on the fact that people expended food mainly as a salary for servants. People utilized the income from selling such food items to purchase goods and land. They also used the same either to donate for a funeral or wedding purpose. Third, it records the fact that day-to-day purchase of groceries was mostly based on gift(s) for someone close to them such as a neighbor, colleague, relative, or student. Further, such gifts included small groceries, food items, and clothes. Fourth, based on the data available in the diary, it seemed likely that the gentry families laid emphasis on the customary formalities of a family dating back to as early as the late 16th century. Finally, the document also records the fact that noblemen of the Chosun Dynasty had a notion that they had to extend warmth and affection by presenting generous gifts to their guests at home. Noblemen during that period were very particular in welcoming their guests as they believed that this approach alone would testify their status as noblemen.