Image Recommendation Algorithm Using Feature-Based Collaborative Filtering

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

QoS-based Web Service Recommendation using Popular-dependent Collaborative Filtering

Since, most of the organizations present their services electronically, the number of functionally-equivalent web services is increasing as well as the number of users that employ those web services. Consequently, plenty of information is generated by the users and the web services that lead to the users be in trouble in finding their appropriate web services. Therefore, it is required to provi...

متن کامل

Community-based Collaborative Filtering Recommendation Algorithm

Collaborative filtering recommendation technology is by far the most widely used and successful personalized recommendation technology. However, the method currently faced with some problems such as sparse matrix, affecting the accuracy of the predicted results. This paper puts forward a new community detection algorithm based on topological potential theory, and combines it with collaborative ...

متن کامل

Recommendation System Using Collaborative Filtering Algorithm Using Mahout

In decision making regarding an item/person recommendation system helps people. Increase in World Wide Web and E-commerce are the channel for recommendation system. Due to large size of data, recommendation system suffers from scalability problem. One of the solutions for this problem is Hadoop. Collaborative filtering is a machine learning algorithm and Mahout is an open source java library wh...

متن کامل

Typicality Based - Collaborative Filtering Recommendation

Collaborative filtering is a good mechanism used in recommender system, which is used to find the similar items in a group. The similar favour items can be identified by using the collaborative filtering based on items and the users. However there are some drawbacks in previous filtering techniques which leads to less accuracy, data sparsity and prediction errors. In the huge collection of data...

متن کامل

An Improved Recommendation Algorithm in Collaborative Filtering

In Electronic Commerce it is not easy for customers to find the best suitable goods as more and more information is placed on line. In order to provide information of high value a customized recommender system is required. One of the typical information retrieval techniques for recommendation systems in Electronic Commerce is collaborative filtering which is based on the ratings of other custom...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEICE Transactions on Information and Systems

سال: 2009

ISSN: 0916-8532,1745-1361

DOI: 10.1587/transinf.e92.d.413