• 제목/요약/키워드: knowledge mapping

검색결과 219건 처리시간 0.032초

Semi-Automatic Ontology Construction from HTML Documents: A conversion of Text-formed Information into OWL 2

  • Im, Chan jong;Kim, Do wan
    • International Journal of Contents
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    • 제12권2호
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    • pp.24-30
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    • 2016
  • Ontology is known to be one of the most important technologies in achieving semantic web. It is critical as it represents the knowledge in a machine readable state. World Wide Web Consortium (W3C) has been contributing to the development of ontology for the last several years. However, the recommendation of W3C left out HTML despite the massive amount of information it contains. Also, it is difficult and time consuming to keep up with all the technologies especially in the case of constructing ontology. Thus, we propose a module and methods that reuse HTML documents, extract necessary information from HTML tags and mapping it to OWL 2. We will be combining two kinds of approaches which will be the structural refinement for making an ontology skeleton and linguistic approach for adding detailed information onto the skeleton.

Building Extraction from Lidar Data and Aerial Imagery using Domain Knowledge about Building Structures

  • Seo, Su-Young
    • 대한원격탐사학회지
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    • 제23권3호
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    • pp.199-209
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    • 2007
  • Traditionally, aerial images have been used as main sources for compiling topographic maps. In recent years, lidar data has been exploited as another type of mapping data. Regarding their performances, aerial imagery has the ability to delineate object boundaries but omits much of these boundaries during feature extraction. Lidar provides direct information about heights of object surfaces but have limitations with respect to boundary localization. Considering the characteristics of the sensors, this paper proposes an approach to extracting buildings from lidar and aerial imagery, which is based on the complementary characteristics of optical and range sensors. For detecting building regions, relationships among elevation contours are represented into directional graphs and searched for the contours corresponding to external boundaries of buildings. For generating building models, a wing model is proposed to assemble roof surface patches into a complete building model. Then, building models are projected and checked with features in aerial images. Experimental results show that the proposed approach provides an efficient and accurate way to extract building models.

비즈니스 프로세스 맵을 이용한 시스템 요구 분석 방안 연구 (Requirements Analysis based on Business Process Knowledge for Requirements Engineering)

  • 나정은;송주석
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2004년도 춘계학술발표대회
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    • pp.207-210
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    • 2004
  • Waterfall 모델에서의 소프트웨어 개발 단계는 사용자로부터 요구 사항을 정의하고, 이것이 다음 단계의 input 이 되어 개발자에 의해 작업이 진행되는 개발 양식을 따른다. 시스템 요구 사항을 정의할 때에, 프로세스 관점에서 사용자 업무를 이해하고, 이 프로세스에서 사용되는 시스템과의 관계를 정의하여 요구 사항으로 함께 정의한다면, 단순한 시스템의 기능을 정의하여 개발하는 것 보다 시스템의 사용 목적을 이해하고 개발하게 됨으로써, 더 만족도 높은 시스템으로 개발할 수 있게 된다. 프로세스 관점에서 이해하고 정의하는 시스템의 요구 사항은 시스템 보수 작업(Maintenance)시에도 시스템의 상황이 현재 업무 프로세스와 어떻게 연계되어 있는지 파악하기 용이하고, 테스트 단계에서도 테스트 조건이나 테스트 시나리오로서도 활용이 가능하다. 새로운 업무를 담당하는 사람에게도 시스템 개발 요구 사항에서 정의된 업무 프로세스 맵(Map)이 관련 업무를 파악할 수 있는 기초 자료로 재 활용 될 수도 있다. 비즈니스 프로세스 리엔지니어링에서 사용하는 비즈니스 프로세스 맵핑(Mapping) 기술을 소프트웨어 개발 방법론에 적용하여, 요구 분석 단계에서 사용하는 분석 도구로서의 응용을 제안하고자 한다.

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OUTER APPROXIMATION METHOD FOR ZEROS OF SUM OF MONOTONE OPERATORS AND FIXED POINT PROBLEMS IN BANACH SPACES

  • Abass, Hammad Anuoluwapo;Mebawondu, Akindele Adebayo;Narain, Ojen Kumar;Kim, Jong Kyu
    • Nonlinear Functional Analysis and Applications
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    • 제26권3호
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    • pp.451-474
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    • 2021
  • In this paper, we investigate a hybrid algorithm for finding zeros of the sum of maximal monotone operators and Lipschitz continuous monotone operators which is also a common fixed point problem for finite family of relatively quasi-nonexpansive mappings and split feasibility problem in uniformly convex real Banach spaces which are also uniformly smooth. The iterative algorithm employed in this paper is design in such a way that it does not require prior knowledge of operator norm. We prove a strong convergence result for approximating the solutions of the aforementioned problems and give applications of our main result to minimization problem and convexly constrained linear inverse problem.

ON STRONG CONVERGENCE THEOREMS FOR A VISCOSITY-TYPE TSENG'S EXTRAGRADIENT METHODS SOLVING QUASIMONOTONE VARIATIONAL INEQUALITIES

  • Wairojjana, Nopparat;Pholasa, Nattawut;Pakkaranang, Nuttapol
    • Nonlinear Functional Analysis and Applications
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    • 제27권2호
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    • pp.381-403
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    • 2022
  • The main goal of this research is to solve variational inequalities involving quasimonotone operators in infinite-dimensional real Hilbert spaces numerically. The main advantage of these iterative schemes is the ease with which step size rules can be designed based on an operator explanation rather than the Lipschitz constant or another line search method. The proposed iterative schemes use a monotone and non-monotone step size strategy based on mapping (operator) knowledge as a replacement for the Lipschitz constant or another line search method. The strong convergences have been demonstrated to correspond well to the proposed methods and to settle certain control specification conditions. Finally, we propose some numerical experiments to assess the effectiveness and influence of iterative methods.

처방명 연계를 위한 유니코드 한자 기반의 한글-한자 매핑정보 구축에 관한 연구 (A study on Mapping the Unicode based Hangul-Hanja for prescription names in Korean Medicine)

  • 전병욱;김안나;김지영;오용택;김철;송미영;장현철
    • 한국한의학연구원논문집
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    • 제18권3호
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    • pp.133-139
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    • 2012
  • Objective : UMLS is 'Ontology' which establishes the database for medical terminology by gathering various medical vocabularies representing same fundamental concepts. Method : Although Chinese character are represented in the Chinese part of Korean Unicode system in a computer, writing of Chinese characters is vary depending on Chinese input systems and Chinese writers' levels of knowledge. As the result of this, representation of Chinese writing in a computer will be considerably different from an old Chinese document. Therefore, a meaningful relationship between digital Chinese terminology and translated Korean is necessary in order to build Ontology for Chinese medical terms from Oriental medical prescription in a computer system. Result : This research will present 1:1 mapping information among the Chinese characters used in the Oriental medical prescription with analysis of 'same character different sound' and 'same meaning different shape' in Chinese part of Unicode systems. Conclusions : Furthermore, the research will provide top-down menu of relationship between Chinese term and Korean term in medical prescription with assumption of that the Oriental medical prescription has its own unique meaning.

인공지능 함정전투체계 구현 방안에 관한 연구 (A Study on the Implementation Method of Artificial Intelligence Shipboard Combat System)

  • 권판검;장경선;김승우;김준영;윤원혁;이계진
    • 융합보안논문지
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    • 제20권2호
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    • pp.123-135
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    • 2020
  • 2016년 알파고의 대국 이후, 여러 산업 분야에서 인공지능 적용에 대한 요구가 많아지고 있고 그와 관련된 연구가 활발하게 진행되고 있다. 군사 분야도 마찬가지 인데, 지금까지 인공지능이 적용된 무기체계가 없었기 때문에 그 구현에 대한 노력이 도전으로 작용하고 있다. 한편 알파고를 이긴 알파고 제로는 인공지능의 자기학습에 의한 데이터 기반 접근법이 기존의 사람에 의한 지식 기반 접근법보다 좋은 결과를 도출할 수 있다는 결과를 보여주었다. 본 논문에서는 이러한 점을 착안하여, 알파고 제로의 기반이 되는 강화학습을 함정전투체계 또는 전투관리체계에 적용하는 것을 제안한다. 이는 일정한 승률을 보이는 최적의 전술적 결과물이 사용자 즉, 함장과 작전요원에게 권고할 수 있도록 하는 인공지능 어플리케이션을 함정전투체계에 적용하는 방법이다. 이를 위해 전투성능에 관한 체계의 정의, 함정전투체계 설계 방안과 실 체계와의 Mapping, 훈련체계가 현 작전 수행에 원활히 적용될 수 있는 방안을 더불어 제시한다.

Utilization of Google Earth for Distribution Mapping of Cholangiocarcinoma: a Case Study in Satuek District, Buriram, Thailand

  • Rattanasing, Wannaporn;Kaewpitoon, Soraya J;Loyd, Ryan A;Rujirakul, Ratana;Yodkaw, Eakachai;Kaewpitoon, Natthawut
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권14호
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    • pp.5903-5906
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    • 2015
  • Background: Cholangiocarcinoma (CCA) is a serious public health problem in the Northeast of Thailand. CCA is considered to be an incurable and rapidly lethal disease. Knowledge of the distribution of CCA patients is necessary for management strategies. Objectives: This study aimed to utilize the Geographic Information System and Google $Earth^{TM}$ for distribution mapping of cholangiocarcinoma in Satuek District, Buriram, Thailand, during a 5-year period (2008-2012). Materials and Methods: In this retrospective study data were collected and reviewed from the OPD cards, definitive cases of CCA were patients who were treated in Satuek hospital and were diagnosed with CCA or ICD-10 code C22.1. CCA cases were used to analyze and calculate with ArcGIS 9.2, all of data were imported into Google Earth using the online web page www.earthpoint.us. Data were displayed at village points. Results: A total of 53 cases were diagnosed and identified as CCA. The incidence was 53.57 per 100,000 population (65.5 for males and 30.8 for females) and the majority of CCA cases were in stages IV and IIA. The average age was 67 years old. The highest attack rate was observed in Thung Wang sub-district (161.4 per 100,000 population). The map display at village points for CCA patients based on Google Earth gave a clear visual deistribution. Conclusions: CCA is still a major problem in Satuek district, Buriram province of Thailand. The Google Earth production process is very simple and easy to learn. It is suitable for the use in further development of CCA management strategies.

화산위험지도의 역사 (The History of Volcanic Hazard Map)

  • 윤성효;장철우
    • 암석학회지
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    • 제27권1호
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    • pp.49-66
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    • 2018
  • 화산위험지도 작성은 1960년대 과학 탐구의 초점이 되었다. Dwight Crandell과 Don Mullineau는 '과거는 미래의 열쇠이다'라는 관점으로 재해위험 매핑에 대한 지질학적 접근 방법을 개척했다. 세인트 헬렌즈산의 위험도 평가와 가까운 미래의 분출 예측에 대한 1978년 발간물, 그리고 1980년 대규모 분화로 화산위험 평가의 유용성이 입증되었고 화산 과학의 이 영역에서 거대한 성장이 시작되었다. 1980년대의 위험한 지역을 식별하기 위해 위험지역 이해 프로세스의 수치 모델을 개발하고 사용하기 시작했으며, 1990년대 후반부터 확산되었다. 수치모의 모델 산출물은 화산의 지질학적 지식에 의해 강조될 때 가장 유용하고 정확하다. 화산위험지도는 장기간의 무조건적인 화산 재해 위험을 묘사하는지, 어느 정도의 위험을 가진 모든 지역을 보여주는지, 화산이 불안정 또는 분화 위기 시에 개발되어 현재의 감시, 관찰 및 예보 정보를 고려한 지도로 크게 분류할 수 있다.

Genetic Mapping of a Resistance Locus to Phytophthora sojae in the Korean Soybean Cultivar Daewon

  • Jang, Ik-Hyun;Kang, In Jeong;Kim, Ji-Min;Kang, Sung-Taeg;Jang, Young Eun;Lee, Sungwoo
    • The Plant Pathology Journal
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    • 제36권6호
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    • pp.591-599
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    • 2020
  • Phytophthora root and stem rot reduce soybean yields worldwide. The use of R-gene type resistance is currently crucial for protecting soybean production. The present study aimed to identify the genomic location of a gene conferring resistance to Phytophthora sojae isolate 2457 in the recombinant inbred line population developed by a cross of Daepung × Daewon. Singlemarker analysis identified 20 single nucleotide polymorphisms associated with resistance to the P. sojae isolate 2457, which explained ~67% of phenotypic variance. Daewon contributed a resistance allele for the locus. This region is a well-known location for Rps1 and Rps7. The present study is the first, however, to identify an Rps gene locus from a major soybean variety cultivated in South Korea. Linkage analysis also identified a 573 kb region on chromosome 3 with high significance (logarithm of odds = 13.7). This genomic region was not further narrowed down due to lack of recombinants within the interval. Based on the latest soybean genome, ten leucine-rich repeat coding genes and four serine/ threonine protein kinase-coding genes are annotated in this region, which all are well-known types of genes for conferring disease resistance in crops. These genes would be candidates for molecular characterization of the resistance in further studies. The identified R-gene locus would be useful in developing P. sojae resistant varieties in the future. The results of the present study provide foundational knowledge for researchers who are interested in soybean-P. sojae interaction.