• Title/Summary/Keyword: Knowledge Conversion

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Compression Conversion and Storing of Large RDF datasets based on MapReduce (맵리듀스 기반 대량 RDF 데이터셋 압축 변환 및 저장 방법)

  • Kim, InA;Lee, Kyong-Ha;Lee, Kyu-Chul
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.4
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    • pp.487-494
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    • 2022
  • With the recent demand for analysis using data, the size of the knowledge graph, which is the data to be analyzed, gradually increased, reaching about 82 billion edges when extracted from the web as a knowledge graph. A lot of knowledge graphs are represented in the form of Resource Description Framework (RDF), which is a standard of W3C for representing metadata for web resources. Because of the characteristics of RDF, existing RDF storages have the limitations of processing time overhead when converting and storing large amounts of RDF data. To resolve these limitations, in this paper, we propose a method of compressing and converting large amounts of RDF data into integer IDs using MapReduce, and vertically partitioning and storing them. Our proposed method demonstrated a high performance improvement of up to 25.2 times compared to RDF-3X and up to 3.7 times compared to H2RDF+.

A Progressive Automated-Process Planning and Die Design and Working System for Blanking or Piercing and Bending of Sheet Metal Product (박판제품의 블랭킹 및 피어싱과 굽힘 가공을 위한 순차이송용 공정 및 금형 설계와 가공자동화 시스템)

  • Choe, Jae-Chan;Kim, Chul
    • Transactions of Materials Processing
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    • v.7 no.3
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    • pp.246-259
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    • 1998
  • This paper describes a research work of developing a computer-aided design and manufacturing of irregular shaped sheet metal product for blanking or piercing and bending operations. An approach to the system is based on the knowledge-based rules. Knowledge for the system is formulated from plasticity theories experimental results and the empirical knowledge of field experts, This system has been written in AutoLISp on the AutoCAD and in customer tool kit on the SmartCAM with a personal computer and is composed of nine modules which are input and shape treatment, flat pattern-layout, pro-processor module. Based on the knowledge-based rules, the system is designed by considering several factors, such as material and thickness of product complexities of blank geometry and punch profile sheet metal to give flat pattern and automatically account for the adjustment of bending allowances to match tooling requirements by checking dimensions and generating NC data automatically according to drawings of die-layout module. Results carried out in each module will provide efficiencies to the designer and the manufacturer of blanking or piercing and bending die in this field.

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A Study on the Development of Computer Aided Die Design System for Lead Frame, Semiconductor (반도체 리드 프레임의 금형설계 자동화 시스템 개발에 관한 연구)

  • Choe, Jae-Chan;Kim, Byeong-Min;Kim, Cheol;Kim, Jae-Hun;Kim, Chang-Bong
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.6
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    • pp.123-132
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    • 1999
  • This paper describes a research work of developing computer-aided design of lead frame, semiconductor, with blanking operation which is very precise for progressive working. Approach to the system is based on the knowledge-based rules. Knowledge for the system is formulated from pasticity theories, experimental results and the empirical knowledge of field experts. This system has been written in AutoLISP on the AutoCAD using a personal computer and in I-DEAS Drafting Programming Language on the I-DEAS Master Series Drafting with Workstation, HP9000/715(64). Transference of data between AutoCAD and I-DEAS Master Series Drafting is accomplished by DXF(drawing exchange format) and IGES(initial graphics exchange specification) methods. This system is composed of five modules, which are input and shape treatment, production feasibility check, strip-layout, data-conversion and die-layout modules. The process planning and Die design system is designed by considering several factors, such as complexities of blank geometry, punch profiles, and the availability of a press equipment and standard parts. This system provides its efficiecy for strip-layout, and die design for lead frame, semiconductor.

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Chromatic Dispersion Compensation via Mid-span Spectral Inversion with Periodically Poled $LiNbO_3$ Wavelength Converter at Low Pump Power

  • Kim, Min-Su;Ahn, Joon-Tae;Kim, Jong-Bae;Ju, Jung-Jin;Lee, Myung-Hyun
    • ETRI Journal
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    • v.27 no.3
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    • pp.312-318
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    • 2005
  • Mid-span spectral inversion (MSSI) has to utilize high optical pump power, for its operation principle is based on a nonlinear optical wavelength conversion. In this paper, a low pump-power operation of MSSI-based chromatic dispersion compensation (CDC) has been achieved successfully, for the first time to our knowledge, by introducing a noise pre-reduction scheme in cascaded wavelength conversions with periodically poled $LiNbO_3$ waveguides at a relatively low operation temperature. As preliminary studies, phase-matching properties and operation-temperature dependence of the wavelength converter (WC) were characterized. The WC pumped at 1549 nm exhibited a wide conversion bandwidth of 59 nm covering the entire C-band and a conversion efficiency of -23.6 dB at 11 dBm pump power. CDC experiments were implemented with 2.5 and 10 Gb/s transmission systems over 100 km single-mode fiber. Although it is well-known that the signal distortion due to chromatic dispersion is not critical at a 2.5 Gb/s transmission, the clear recovery of eye patterns was identified. At 10 Gb/s transmission experiments, eye patterns were retrieved distinctly from seriously distorted ones, and notable improvements in bit-error rates were acquired at a low pump power of 14 dBm.

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A Study of the Feminism Design Emphasizing Feminity and Conversion of Design Paradigm (디자인 패러다임의 전환과 여성성이 강조되는 페미니즘 디자인에 관한 연구)

  • Kim, Yang-Hee
    • Journal of The Korean Digital Architecture Interior Association
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    • v.10 no.1
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    • pp.5-14
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    • 2010
  • The change in the social paradigm has been directly reflected in design. Throughout the conversion of design paradigm based on ecological paradigm, ecological design and green design make it possible to sustain society and improve the quality of human life. Also, the conversion of design paradigm mean that it changed from Male-identified and Male-dominated design to feminism design, which emphasizes femininity. Because the characteristic of ecological design and feminism design can be understood in the same context. Feminism design is not the kind of design that embodies the stereotype of social gender but the design that reflects the femininity which can be conferred as emotional, intuitional, mutual, sharing, organic and natural. If the result of design recognizes the diversities and differences of the users -based on the female users' experiences and knowledge- and if the need and the requirement of the design are useful enough, through the unity with human environment and harmonious participation, Eco-design and Feminism design will use their abilities to sustain the society and to enhance the quality of human life.

Differential Functions of Ras for Malignant Phenotypic Conversion

  • Moon Aree
    • Archives of Pharmacal Research
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    • v.29 no.2
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    • pp.113-122
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    • 2006
  • Among the effector molecules connected with the group of cell surface receptors, Ras proteins have essential roles in transducing extracellular signals to diverse intracellular events, by controlling the activities of multiple signaling pathways. For over 20 years since the discovery of Ras proteins, an enormous amount of knowledge has been accumulated as to how the proteins function in overlapping or distinct fashions. The signaling networks they regulate are very complex due to their multiple functions and cross-talks. Much attention has been paid to the pathological role of Ras in tumorigenesis. In particular, human tumors very frequently express Ras proteins constitutively activated by point mutations. Up to date, three members of the Ras family have been identified, namely H-Ras, K-Ras (A and B), and N-Ras. Although these Ras isoforms function in similar ways, many evidences also support the distinct molecular function of each Ras protein. This review summarizes differential functions of Ras and highlights the current view of the distinct signaling network regulated by each Ras for its contribution to the malignant phenotypic conversion of breast epithelial cells. Four issues are addressed in this review: (1) Ras proteins, (2) membrane localization of Ras, (3) effector molecules downstream of Ras, (4) Ras signaling in invasion. In spite of the accumulation of information on the differential functions of Ras, much more remains to be elucidated to understand the Ras-mediated molecular events of malignant phenotypic conversion of cells in a greater detail.

Construction of Dynamic Image Animation Network for Style Transformation Using GAN, Keypoint and Local Affine (GAN 및 키포인트와 로컬 아핀 변환을 이용한 스타일 변환 동적인 이미지 애니메이션 네트워크 구축)

  • Jang, Jun-Bo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.05a
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    • pp.497-500
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    • 2022
  • High-quality images and videos are being generated as technologies for deep learning-based image style translation and conversion of static images into dynamic images have developed. However, it takes a lot of time and resources to manually transform images, as well as professional knowledge due to the difficulty of natural image transformation. Therefore, in this paper, we study natural style mixing through a style conversion network using GAN and natural dynamic image generation using the First Order Motion Model network (FOMM).

Design of Class and Causality Model for Diagnosis System of an Emergency Generator in Nuclear Plant (원전 비상 발전기의 고장진단시스템을 위한 클래스 및 인과관계 모형 설계)

  • Ha, Chang-Seung;Part, Jong-Il
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.3
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    • pp.125-132
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    • 2006
  • The construction of an emergency generator's diagnosis system for the preparation of emergency in nuclear plant is vital. To construct a knowledge base of the diagnosis system, the classes and a causality model should be designed. In order to design those elements, at first. object of the diagnosis system should be defined. After the investigation of normal and abnormal states. the external knowledge such as entities and activities is extracted, that the operational principle of the system. For the conversion of the extracted external knowledge to the internal one, the entities are defined as classes and the activities converted into the causality. Through the recursive configuration of the causality and proper examination, the diagnosis knowledge applicable to the knowledge base is completed. In this paper, it is possible to construct a knowledge base with high portability since the independence of design model is considered through the decision table.

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Customized Knowledge Creation Framework using Context- and intensity-based Similarity (상황과 정보 집적도를 고려한 유사도 기반의 맞춤형 지식 생성프레임워크)

  • Sohn, Mye M.;Lee, Hyun-Jung
    • Journal of Internet Computing and Services
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    • v.12 no.5
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    • pp.113-125
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    • 2011
  • As information resources have become more various and the number of the resources has increased, knowledge customization on the social web has been becoming more difficult. To reduce the burden, we offer a framework for context-based similarity calculation for knowledge customization using ontology on the CBR. Thereby, we newly developed context- and intensity-based similarity calculation methods which are applied to extraction of the most similar case considered semantic similarity and syntactic, and effective creation of the user-tailored knowledge using the selected case. The process is comprised of conversion of unstructured web information into cases, extraction of an appropriate case according to the user requirements, and customization of the knowledge using the selected case. In the experimental section, the effectiveness of the developed similarity methods are compared with other edge-counting similarity methods using two classes which are compared with each other. It shows that our framework leads higher similarity values for conceptually close classes compared with other methods.

History Document Image Background Noise and Removal Methods

  • Ganchimeg, Ganbold
    • International Journal of Knowledge Content Development & Technology
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    • v.5 no.2
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    • pp.11-24
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    • 2015
  • It is common for archive libraries to provide public access to historical and ancient document image collections. It is common for such document images to require specialized processing in order to remove background noise and become more legible. Document images may be contaminated with noise during transmission, scanning or conversion to digital form. We can categorize noises by identifying their features and can search for similar patterns in a document image to choose appropriate methods for their removal. In this paper, we propose a hybrid binarization approach for improving the quality of old documents using a combination of global and local thresholding. This article also reviews noises that might appear in scanned document images and discusses some noise removal methods.