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Imperfection of Domain Knowledge and Its Formalization in Context of Design of Robust Software Systems

Imperfection of Domain Knowledge and Its Formalization in Context of Design of Robust Software Systems
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摘要 In this paper, it is emphasized that taking into consideration of imperfection of knowledge, of the team of the designers/developers, about the problem domains and environments is essential in order to develop robust software metrics and systems. In this respect, first various possible types of imperfections in knowledge are discussed and then various available formal/mathematical models for representing and handling these imperfections are discussed. The discussion of knowledge classification & representation is from computational perspective and that also within the context of software development enterprise, and not necessarily from organizational management, from library & information science, or from psychological perspectives. In this paper, it is emphasized that taking into consideration of imperfection of knowledge, of the team of the designers/developers, about the problem domains and environments is essential in order to develop robust software metrics and systems. In this respect, first various possible types of imperfections in knowledge are discussed and then various available formal/mathematical models for representing and handling these imperfections are discussed. The discussion of knowledge classification & representation is from computational perspective and that also within the context of software development enterprise, and not necessarily from organizational management, from library & information science, or from psychological perspectives.
出处 《Journal of Software Engineering and Applications》 2015年第9期489-498,共10页 软件工程与应用(英文)
关键词 FORMAL Methods in Software Engineering Imperfect KNOWLEDGE Formalizing Common SENSE Formalizing UNCONSCIOUS KNOWLEDGE Formal Methods in Software Engineering Imperfect Knowledge Formalizing Common Sense Formalizing Unconscious Knowledge
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