کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
384962 660858 2009 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision support for proposal grouping: A hybrid approach using knowledge rule and genetic algorithm
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Decision support for proposal grouping: A hybrid approach using knowledge rule and genetic algorithm
چکیده انگلیسی

Proposal grouping is a special procedure in the sponsorship process for research projects. In practice, it is conducted to simplify the following procedure of reviewer assignment. As the proposals grow, this procedure becomes complex. Practical managers spend an increasing amount of time struggling for identifying valid proposals, classifying proposals and partitioning proposals into groups as well as maintaining some control over the quality and composition of the resulting groups. This paper proposes an approach for proposal grouping, in which knowledge rules are designed to deal with proposal identification and proposal classification, and the genetic algorithm is developed to search for the expected groupings. In addition, a corresponding system is designed and developed to support the proposed approach. Compared to the previous manual grouping, the proposed approach significantly reduces the time required for grouping, ensures more diverse group composition, and increases overall grouping quality.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 36, Issue 2, Part 1, March 2009, Pages 1004–1013
نویسندگان
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