دانلود مقاله ISI انگلیسی شماره 52621
ترجمه فارسی عنوان مقاله

معماری سیستم ترکیبی خبره برای حمایت از مدیریت آزمایش

عنوان انگلیسی
An expert system hybrid architecture to support experiment management
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
52621 2014 13 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 41, Issue 4, Part 2, March 2014, Pages 1609–1621

ترجمه کلمات کلیدی
سیستم خبره - سیستم مدیریت گردش کار - معماری ترکیبی - هستی شناسی
کلمات کلیدی انگلیسی
Expert system; Workflow management system; Hybrid architecture; Ontology
پیش نمایش مقاله
پیش نمایش مقاله  معماری سیستم ترکیبی خبره برای حمایت از مدیریت آزمایش

چکیده انگلیسی

Specific expert systems are used for supporting, speeding-up and adding precision to in silico experimentation in many domains. In particular, many experimentalists exhibit a growing interest in workflow management systems for making a pipeline of experiments. Unfortunately, these type of systems does not integrate a systematic approach or a support component for the workflow composition/reuse. For this reason, in this paper we propose a knowledge-based hybrid architecture for designing expert systems that are able to support experiment management. This architecture defines a reference cognitive space and a proper ontology that describe the state of a problem by means of three different perspectives at the same time: procedural, declarative and workflow-oriented. In addition, we introduce an instance of our architecture, in order to demonstrate the features of the proposed work. In particular, we model a bioinformatics case study, according to the proposed hybrid architecture guidelines, in order to explain how to design and integrate required knowledge into an interactive system for composition and running of scientific workflows.