دانلود مقاله ISI انگلیسی شماره 40679
عنوان فارسی مقاله

معرفی تکنیک ترکیبی برای بهینه سازی سیستم پیشنهاد کتاب

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
40679 2015 9 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
Introducing Hybrid Technique for Optimization of Book Recommender System ☆
منبع

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

Journal : Procedia Computer Science, Volume 45, 2015, Pages 23–31

کلمات کلیدی
سیستم پیشنهاد - تکنیک ترکیبی - هستی شناسی
پیش نمایش مقاله
پیش نمایش مقاله معرفی تکنیک ترکیبی برای بهینه سازی سیستم پیشنهاد کتاب

چکیده انگلیسی

E-Commerce has already entered into the Indian market for online shopping. People are more inclined towards online shopping which has changed the complete market scenario. There are several online shopping portals offered by organizations such as, Amazon, Flipkart, Snapdeal, Junglee, Jabong, and others, which are enjoying their online market share. As the number of online buyers and traders are increasing, effective business techniques need to be adopted to handle the large amount of data generated every day. Recommendation Systems play an important role in filtering this data and providing adequate information to the users. Various techniques like Collaborative Filtering, Content-based, and Demographic have been adopted for recommendation but there are several drawbacks causing these techniques to fail in providing effective recommendations. Therefore, it is necessary to identify more distinguishing features for optimizing these techniques. This can be achieved through utilizing the strengths of various techniques in a hybrid manner. This paper describes an effective hybrid technique for book recommendation with the use of Ontology for user profiling to increase system efficiency.

خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.