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학술논문한국경영과학회지2012.12 발행KCI 피인용 3

시맨틱 웹 환경에서의 부분선형 제약지식표현을 위한 SWCL의 확장

SWCL Extension for Knowledge Representation of Piecewise‐linear Constraints on the Semantic Web

이명진(연세대 정보산업공학과); 김우주(연세대학교); 김학진(연세대학교)

37권 4호, 19~35쪽

초록

The Semantic Web technology, purporting to share, to reuse and to process by machines data stored in the Web environment, incessantly evolves to help human decision making; in particular, decision making based on data, or quantitative decision making. This trend drives researchers to fill the gap with strenuous efforts between the current state of the technology and the terminus of this evolution. The Semantic Web Constraint Language (SWCL) together with SWRL is one of these endeavors to achieve the goal. This paper focuses particularly on how to express the piecewise linear form in the context of SWCL. The importance of this ingredient can be fortified by the fact that any nonlinear expression can be approximated in the piecewise linear form. This paper will also provide the information of how it will work in the decision making process through an example of the Internet shopping mall problem.

Abstract

The Semantic Web technology, purporting to share, to reuse and to process by machines data stored in the Web environment, incessantly evolves to help human decision making; in particular, decision making based on data, or quantitative decision making. This trend drives researchers to fill the gap with strenuous efforts between the current state of the technology and the terminus of this evolution. The Semantic Web Constraint Language (SWCL) together with SWRL is one of these endeavors to achieve the goal. This paper focuses particularly on how to express the piecewise linear form in the context of SWCL. The importance of this ingredient can be fortified by the fact that any nonlinear expression can be approximated in the piecewise linear form. This paper will also provide the information of how it will work in the decision making process through an example of the Internet shopping mall problem.

발행기관:
한국경영과학회
DOI:
http://dx.doi.org/10.7737/JKORMS.2012.37.4.019
분류:
경영학

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시맨틱 웹 환경에서의 부분선형 제약지식표현을 위한 SWCL의 확장 | 한국경영과학회지 2012 | AskLaw | 애스크로 AI