نتایج جستجو برای: trust-aware recommender system

تعداد نتایج: 2332011  

Journal: :journal of computer and robotics 0
sasan h. alizadeh faculty of computer and information technology engineering, qazvin branch, islamic azad university, qazvin, iran leily sheugh faculty of computer and information technology engineering, qazvin branch, islamic azad university, qazvin, iran

in recent years, collaborative filtering (cf) methods are important and widely accepted techniques are available for recommender systems. one of these techniques is user based that produces useful recommendations based on the similarity by the ratings of likeminded users. however, these systems suffer from several inherent shortcomings such as data sparsity and cold start problems. with the dev...

Journal: :International Journal of Machine Learning and Computing 2014

Journal: :International Journal of Engineering & Technology 2018

2015
Swati Gupta Sushama Nagpal

Development of Web 2.0 enabled users to share information online, which results into an exponential growth of world wide web data. This leads to the so-called information overload problem. Recommender Systems (RS) are intelligent systems, helping on-line users to overcome information overload by providing customized recommendations on various items. In real world, people are willing to take adv...

Recommender systems suggest proper items to customers based on their preferences and needs. Needed time to search is reduced and the quality of customer’s choice is increased using recommender systems. The context information like time, location and user behaviors can enhance the quality of recommendations and customer satisfication in such systems. In this paper a context aware recommender sys...

2014
Mohammad Ali Abbasi Jiliang Tang Huan Liu

Recommender systems are an effective solution to the information overload problem, specially in the online world where we are constantly faced with inordinately many choices. These systems try to find the items such as books or movies that match best with users’ preferences. Based on the different approaches to finding the items of interests to users, we can classify the recommender systems int...

In the present era, the amount of information grows exponentially. So, finding the required information among the mass of information has become a major challenge. The success of e-commerce systems and online business transactions depend greatly on the effective design of products recommender mechanism. Providing high quality recommendations is important for e-commerce systems to assist users i...

Journal: :DEStech Transactions on Engineering and Technology Research 2016

2008
Nicolás Hormazábal Josep Lluís de la Rosa i Esteva Silvana Aciar

In this paper we propose a recommender system that suggests the best moment to end a negotiation. The recommendation is made from a trust evaluation of every agent in the negotiation based on their past negotiation experiences. For this, we introduce the Trust Aware Negotiation Dissolution algorithm.

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