1403/02/07
فردین اخلاقیان طاب

فردین اخلاقیان طاب

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس: 9635715500
دانشکده: دانشکده مهندسی
نشانی:
تلفن:

مشخصات پژوهش

عنوان
Evolutionary based matrix factorization method for collaborative filtering systems
نوع پژوهش
Presentation
کلیدواژه‌ها
Recommender System, Collaborative filtering, Matrix factorization, Genetic algorithm.
سال
2013
پژوهشگران Darioush Zandi ، Parham Moradi ، Fardin Akhlaghian Tab

چکیده

The Matrix-Factorization (MF) based models have become popular when building Collaborative Filtering (CF) recommender systems, due to the high accuracy and scalability. Most of nowadays matrix factorization models don't have acceptable execution time during to large datasets. In this article, we introduce a new collaborative filtering recommender system, based on matrix factorization by using genetic algorithm.