The proposed system represents based on groups -based Faith
سال انتشار: 1394
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 832
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شناسه ملی سند علمی:
ECDC09_061
تاریخ نمایه سازی: 25 بهمن 1394
چکیده مقاله:
The rapid growth of the World Wide Web, is an overload of information while facilitate access to a variety of information creates a new problem. We will not be kept condition in which the amount of information to make decisions, selection or update their information on a particular topic. Bidder systems have been proposed as an effective solution to this problem. One of the most important methods for implementation of bidder systems is the use of the concept of trust between people, especially in social networks. Trust-based recommender systems can be more than traditional recommender systems such as filters, orrelation, and provide more personalized recommendations. However, problems still remain such as scattering data, scalability, and accuracy. In this thesis, is presented a new method for the proposed system based on the trusted group. In this model, each party can find a group or individual's confidence. Groups are formed based on the similarity between individuals, and then registration per person based on two factors, comes from the degree of similarity between the group and the group's confidence. In this model, the relationship between the groups helping to develop the relationship between paid users, this way, users become acquainted with people who had never had any knowledge about it. The results of implementation showed when we use a combination of trust and propose a similarity, will improve performance of Proposal. Our results also showed that in the absence of adequate information such as the relationship between users with low ratings low, this could propose very well for more users.
کلیدواژه ها:
نویسندگان
Mohammad Rostami
Member of young Researchers Club, Islamic Azad University, Dehaghan Branch, Isfahan, Iran
Mahdiyeh Afshari
Student of computer engineering, Islamic Azad university, Isfahan branch, Iran
Farid Saghari
Iranian academic center for education, culture & research (ACECR), Khouzestan, Iran
Samaneh Dezhdar
Department of computer engineering, Islamic Azad university, saveh branch, Iran
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