• Title/Summary/Keyword: semantic Web

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Design of A Model of Software Process Concept Based On Ontology (온톨로지 기반의 소프트웨어 프로세스 개념 모델 설계)

  • Shin, Byung-Ho;Choi, Eui-Kwon;Lee, Sang-Bum;Chung, Joon-Young
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.2
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    • pp.1-9
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    • 2008
  • As the size of software becomes larger and the features of it become complex. it is really hard to successfully complete the project without following development guidelines. Software process is the best practices and procedures that organizations of high maturity and capability of software development carry out in common, and it is a set of progressive ideas of management. However, complicated and unfamiliar concepts can interrupt the introduction and improvement of software process of the organizations. Even though many kinds of frameworks such as standard of process and maturity measurement models are introduced, it is still difficult to follow software process without fully understanding their relations. The purpose of this study is to support successful internalization of organizations that introduce and use software process. It also suggests the design of standard ontology, standard relationship domain ontology, and the lifestyle of software process and the relations between them.

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Consolidation of FRBR Family Models Focusing on FRBR Library Reference Model ('FRBR family' 모형의 통합에 관한 연구 - FRBR 도서관 참조모형을 중심으로 -)

  • Park, Zi-young
    • Journal of the Korean Society for Library and Information Science
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    • v.50 no.1
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    • pp.533-553
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    • 2016
  • FRBR family models, which is published from 1998 to 2010, will be restructured in 2016 and the new name of the model is "FRBR Library Reference Model (LRM)." FRBR LRM is a consolidated model based on the legacy FRBR family of conceptual models - FRBR, FRAD, FRSAD and the two ontological models - FRBRCore and FaBio, as well as FRBRoo, the cooperated model with museum field. In this study, therefore, FRBR LRM is analyzed in respect to background information, characteristics of the model, such as user tasks, entities, attributes, and relationships. Experimental adaptation to $prot{\acute{e}}g{\acute{e}}$ for the LRM's entities and relationships is also conducted. Through this test, the differences between the original models and the consolidated model was reviewed and the applicability of the FRBR LRM model to the semantic web is also discussed. From now on, we have to select and modify among the various FRBR related models to meet our information needs. It will be difficult to find only one Implementation Methodology for every information needs.

A Statistical Approach for Extracting and Miming Relation between Concepts (개념간 관계의 추출과 명명을 위한 통계적 접근방법)

  • Kim Hee-soo;Choi Ikkyu;Kim Minkoo
    • The KIPS Transactions:PartB
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    • v.12B no.4 s.100
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    • pp.479-486
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    • 2005
  • The ontology was proposed to construct the logical basis of semantic web. Ontology represents domain knowledge in the formal form and it enables that machine understand domain knowledge and provide appropriate intelligent service for user request. However, the construction and the maintenance of ontology requires large amount of cost and human efforts. This paper proposes an automatic ontology construction method for defining relation between concepts in the documents. The Proposed method works as following steps. First we find concept pairs which compose association rule based on the concepts in domain specific documents. Next, we find pattern that describes the relation between concepts by clustering the context between two concepts composing association rule. Last, find generalized pattern name by clustering the clustered patterns. To verify the proposed method, we extract relation between concepts and evaluate the result using documents set provide by TREC(Text Retrieval Conference). The result shows that proposed method cant provide useful information that describes relation between concepts.

A Study on Considerations in KCR4 through Changes of Cataloging Rules from AACR2 to RDA (AACR2에서 RDA로 목록규칙 변화에 따른 KCR4의 고려사항에 관한 연구)

  • Lee, Mi-Hwa
    • Journal of the Korean Society for information Management
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    • v.28 no.1
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    • pp.23-42
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    • 2011
  • This study is to compare the descriptive cataloging rules between AACR2 and RDA, and then to find a direction of future cataloging and KCR 4. RDA is new cataloging rules that embody the International Cataloging Principles(2009), FRBR and FRAD. It is a structure of bibliographic control of all kinds of resources, and the rules can be flexibly applicable in the international cataloging community. It is critical to embody RDA in KCR 4 because RDA is likely to affect the future cataloging through its collocation function and relation function to construct semantic web of OPAC. This study analyzed the descriptive rules of work, expression, and manifestation based on RDA draft(2008) of JSC for Development of RDA. It analyzed the changes in the cataloging rules from AACR2 to RDA in such descriptive areas as title, type of resources, statement of responsibility, edition, publication, physical description and series in the manifestation level, and the preferred access points in both expression and work levels. The findings of this study will provide implications in revising KCR4.

Generating Ontology Classes and Hierarchical Relationships from Relational Database View Definitions (관계형 데이터베이스 뷰 정의로부터 온톨로지 클래스와 계층 관계 생성 기법)

  • Yang, Jun-Seok;Kim, Ki-Sung;Kim, Hyoung-Joo
    • Journal of KIISE:Databases
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    • v.37 no.6
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    • pp.333-342
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    • 2010
  • Building ontology is the key factor to construct semantic web. However, this is time-consuming process. Hence, there are several approaches which automatically generate the ontologies from relational databases. Current studies on the automatic generation of the ontologies from relational database are focused on generating the ontology by analyzing the database schema and stored data. These studies generate the ontology by analyzing only tables and constraints in the schema and ignore view definitions. However, view definitions are defined by a database designer considering the domain of the database. Hence, by considering view definitions, additional classes and hierarchical relationships can be generated. And these are useful in answering queries and integration of ontologies. In this paper, we formalize the generation of classes and hierarchical relationships by analyzing existing methods, and we propose the method which generates additional classes and hierarchical relationships by analyzing view definitions. Finally, we analyze the generated ontology by applying our method to synthetic data and real-world data. We show that our method generates meaningful classes and hierarchical relationships using view definitions.

An Improved Automatic Text Summarization Based on Lexical Chaining Using Semantical Word Relatedness (단어 간 의미적 연관성을 고려한 어휘 체인 기반의 개선된 자동 문서요약 방법)

  • Cha, Jun Seok;Kim, Jeong In;Kim, Jung Min
    • Smart Media Journal
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    • v.6 no.1
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    • pp.22-29
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    • 2017
  • Due to the rapid advancement and distribution of smart devices of late, document data on the Internet is on the sharp increase. The increment of information on the Web including a massive amount of documents makes it increasingly difficult for users to understand corresponding data. In order to efficiently summarize documents in the field of automated summary programs, various researches are under way. This study uses TextRank algorithm to efficiently summarize documents. TextRank algorithm expresses sentences or keywords in the form of a graph and understands the importance of sentences by using its vertices and edges to understand semantic relations between vocabulary and sentence. It extracts high-ranking keywords and based on keywords, it extracts important sentences. To extract important sentences, the algorithm first groups vocabulary. Grouping vocabulary is done using a scale of specific weight. The program sorts out sentences with higher scores on the weight scale, and based on selected sentences, it extracts important sentences to summarize the document. This study proved that this process confirmed an improved performance than summary methods shown in previous researches and that the algorithm can more efficiently summarize documents.

An XML Database System for 3-Dimensional Graphic Images (3차원 그래픽 이미지를 위한 XML 데이타베이스 시스템)

  • Hwang, Jong-Ha;Hwang, Su-Chan
    • Journal of KIISE:Databases
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    • v.29 no.2
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    • pp.110-118
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    • 2002
  • This paper presents a 3-D graphic database system based on XML that supports content-based retrievals of 3-D images, Most of graphics application systems are currently centered around the processing of 2-D images and research works on 3-D graphics are mainly concerned about the visualization aspects of 3-D image. They do not support the semantic modeling of 3-D objects and their spatial relations. In our data model, 3-D images are represented as compositions of 3-D graphic objects with associated spatial relations. Complex 3-D objects are mode]ed using a set of primitive 3-D objects rather than the lines and polygons that are found in traditional graphic systems. This model supports content-based retrievals of scenes containing a particular object or those satisfying certain spatial relations among the objects contained in them. 3-D images are stored in the database as XML documents using 3DGML DTD that are developed for modeling 3-D graphic data. Finally, this paper describes some examples of query executed in our Web-based prototype database system.

A Study for RDA Implementation Scenarios and Future Bibliographic Control (RDA 구현 시나리오와 서지 제어의 장래에 대한 고찰)

  • Cho, Jane
    • Journal of the Korean Society for Library and Information Science
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    • v.43 no.3
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    • pp.85-105
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    • 2009
  • Disagreements between the technical environment and the conventional library catalog have caused a re-clarification of International Cataloguing Principles (ICP). Review is under way to finalize the publication of RDA (Resource Description and Access) in late 2009 by the Joint Steering Committee for Development of RDA. The impending RDA is based on FRBR (Functional Requirements for Bibliographic Records) which re-explains the bibliographic universe focused on entities, attributes and relationships between resources, but tries to maintain MARC as an encoding format for RDA. In this study, firstly FRBR, ICP and RDA were analyzed. Secondly, we propose 3 scenarios of RDA implementation: the future cataloging system based on the FRBR Entity, using a semantic web structure, and the scenario using the existing MARC format with some small changes. Finally, by examining response patterns of overseas bibliographic institutions, we present a set of urgent issues for future directions of bibliographic contro in Korea which includes, but not limited to, relationship between RDA/FRBR and KCR (Korean Cataloging Rules), continuation of KORMARC and authority control.

A Study on the Visualization of Paralinguistic Phonetic Information for Creative Motion Typography (창의적 모션 타이포그라피를 위한 준 음성정보의 시각화 연구)

  • Park Sun-Mi;Nam Yong-Hyun
    • Journal of Game and Entertainment
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    • v.2 no.2
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    • pp.61-69
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    • 2006
  • Along with advance in visual culture, the importance of motion graphic has been increasingly emphasized day by day, which can maximize information delivery using image illustration and typography, graphic factors of images. In addition, we can easily see increasing cases where what a designer intends is visualized using creative typography in diverse mass media such as TV commercials, movies or web. Thanks to the effects of this trend, various ways of manufacturing works have been proposed in the field of motion typography by applying diverse factors including verbal ones, time, form, motion, colors, and sound for the purpose of expressing formless semantic notions through visual form of typography. However, physiological features such as sex, age, health status, pathological conditions, and body size can have a bigger effect on the process of real communication. Therefore, if property of quasi-verbal sound can be reflected appropriately in motion typography where communication is expressed only by visual form, it can enable people to understand what a designer intends faster and more exactly.

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An Efficient Indexing Scheme Considering the Characteristics of Large Scale RDF Data (대규모 RDF 데이터의 특성을 고려한 효율적인 색인 기법)

  • Kim, Kiyeon;Yoon, Jonghyeon;Kim, Cheonjung;Lim, Jongtae;Bok, Kyoungsoo;Yoo, Jaesoo
    • The Journal of the Korea Contents Association
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    • v.15 no.1
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    • pp.9-23
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    • 2015
  • In this paper, we propose a new RDF index scheme considering the characteristics of large scale RDF data to improve the query processing performance. The proposed index scheme creates a S-O index for subjects and objects since the subjects and objects of RDF triples are used redundantly. In order to reduce the total size of the index, it constructs a P index for the relatively small number of predicates in RDF triples separately. If a query contains the predicate, we first searches the P index since its size is relatively smaller compared to the S-O index. Otherwise, we first searches the S-O index. It is shown through performance evaluation that the proposed scheme outperforms the existing scheme in terms of the query processing time.