کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
384045 660839 2010 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Commodity recommendations of retail business based on decisiontree induction
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Commodity recommendations of retail business based on decisiontree induction
چکیده انگلیسی

Collaborative filtering is an extensively adopted approach for commodity recommendation. This investigation presents a collaborative filtering method to support commodity recommendation of retail business according to customer preferences. Moreover, a novel recommendation methodology based on decision tree induction is also proposed to obtain further effectiveness and quality of recommendations. Effectiveness of the proposed method is evaluated by implementing a recommender system based on data mining and analyzing real retail business data to demonstrate the operability of the system.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 37, Issue 5, May 2010, Pages 3685–3694
نویسندگان
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