کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6853699 1437241 2018 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Cloud-service decision tree classification for education platform
ترجمه فارسی عنوان
طبقهبندی خردهفروشی در مورد سرویس برای پلت فرم آموزش
کلمات کلیدی
طبقه بندی درخت تصمیم گیری سرویس ابر، فضای محلی، آموزش ایدئولوژیک دانشجویان دانشگاه، تکامل الگوریتم،
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Aiming at the NP hard problem existed in the university students' ideological education, this paper puts forward an optimization algorithm for the university students' ideological education based on the cloud-service decision tree classification algorithm. Firstly, it researches the ideological education model of university students, puts forward the optimized objective function and constraint of the university students' ideological education and establishes the optimized mathematical model, besides, it provides the multi-objective weight self-adaptation form; Secondly, it introduces the cloud-service decision tree classification algorithm, aiming at the problem that the fixed domain hunting scope of traditional cloud-service decision tree classification algorithm is not beneficial to enhance the algorithm hunting efficiency, to enhance the evolution efficiency of algorithm; finally, based on comparison experiment, it verifies the effectiveness of the algorithm, meanwhile, conducts systematic design on the algorithm in optimizing the university students' ideological education.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Cognitive Systems Research - Volume 52, December 2018, Pages 234-239
نویسندگان
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