Recommender System
Review: Recommender System
... thought recommender system came into existence. Recommender system is a dynamic concept which is expanding as an influential research area and has its applications in various fields like ...
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A Referral-Based Recommender System for E-commerce
... MARS is a special kind of recommender system. Many different kinds of recommender systems were developed during the 1990s. They can be classified into four categories: content-based filtering (find ...
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Privacy-preserving Hybrid Recommender System
... existing recommender sys- tems are centralized in the sense that a service provider will collect the inputs from all users and compute recom- mendations for ...makes recommender systems very privacy ...
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Visualization in Argument Based Recommender System
... and recommender can also be ...recommender system. Fig.2 shows the basic operating scheme of our proposed system which consists of two main components discussed ...The system takes ...
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Recommender System for China Braille Library
... The recommendation algorithm is the core of the recommender systems. Collaborative filtering is the most widely used algorithm in recommender system. In CF, for a target user, we may first find its ...
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A Risk and Similarity Aware Application Recommender System
... We evaluate the recommender system with sim- ulation. In the simulation, 10 applications are randomly chosen and installed on a mobile de- vice. Then, with these installed applications, we use three ...
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Complex Network based Recommender System
... In Recommender System, for example, we consider a network of scientific research collaborations in the area of Computer Science that has been published in the time frame of let’s say 2017 to ...
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E-commerce Shopping System with Semantic Search and Recommender System
... the recommender system using content-based ...a recommender system based on the similarity between items calculated using people’s rating of those ...
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Framework for Opinion Based Product Recommender System
... a system for recommendation of movies based on similar techniques of predicting weight of ...joke recommender system recommends jokes using a collaborative filtering algorithm called ...
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ILP Recommender System: Explainable and More
... In recent years, an interest in recommender system (RS) has dramatically in- creased. A variety of innovative RS e.g. explainable RS, group RS and CARS were developed. Explainable RS provides explanations ...
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Straight Through Grouping for Recommender System
... This article attempts to address the need to improve the recommendation system using new techniques of clustering algorithm based on BEA, from Technology Group, used in the industrial field. It is very responsive ...
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Privacy enhanced recommender system
... In this paper, we propose a cryptographic solution for preserving the privacy of users in a recommender system. In particular, the privacy-sensitive data of the users are kept encrypted and the service ...
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A Review Study on Various Recommender System Techniques
... based recommender systems [2]. The distributed neighbourhood-based recommender System is introduced which contains an epidemic-style protocol that preserves areas of like-minded users, and ...
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DESIGNING A RECOMMENDER SYSTEM FOR GROUP PREFERENCES
... web recommender system is proposed in ...Such system differs from the traditional recommender system ones, since it recommends content for users to create, rather than ...
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Recommender System based on Multidatasets
... The authors in [8] developed an approach to mine both positive and negative multi-level association rules from a dataset. Negative association rules are those infrequent patterns that are in the dataset, which may ...
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Recommender system for predicting student performance
... For mapping the item, several options seemed to be available to us. From the official KDD Challenge dataset description it was immanent that an item was supposed to be the combination (concatenation) of problem hierarchy ...
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PolyLens: A Recommender System for Groups of Users
... We presented the first example of a collaborative filtering recommender system that recommends items to groups of people based on their collective preferences. Surveys and usage studies show that users like ...
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An Architecture for a Mobile Recommender System in Tourism
... Many recommender systems in the field of tourism, use the information of users 'profile and with a comparison with some special features of tourism items(such as destination), try to obtain the point of the user's ...
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A Personalized Recommender System with Correlation Estimation
... Existing recommender system methods typically ignore the correlations between ratings given by a ...personalized recommender system method that takes into account the correlation structure of ...
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Implementation of Recommender System for Customer Personalization
... objectives.Recommender System regularly cause a set of (top-N) item predictable to be liked by the user or aim to forecast whether a precise item will be of ...
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