[PDF] Top 20 Query Recommendation by using Collaborative Filtering Approach
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Query Recommendation by using Collaborative Filtering Approach
... Another, query facets could deliver direct information or instant answers that users are looking ...the query “bigg boss season 6”, all episode descriptions are shown in one facet and leading actors are ... See full document
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An Enhanced Memory-Based Collaborative Filtering Approach for Context-Aware Recommendation
... to using recommendation techniques, it is helpful to employ contextual information in determining the relevance of an item to a user’s ...enhance recommendation performance, we present in this study ... See full document
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A Literature Review of Personalized Learning Algorithm
... the recommendation system and data ...that recommendation system ignores the information contained in user ...behavior. Using data mining for user behavior helps us under- stand the regularity of ... See full document
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Sub Group Analysis of User Based on Domain Recommendation
... for collaborative filtering identifythe similarity between two users by comparingtheir ratings on a set of ...our approach, clustersgenerated from the training data provide the basis fordata ... See full document
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Hybrid Based Recommendation Engine: The Art of Matching Items to User
... Content-based filtering-Recommend items similar to the items the user has preferred in the ...2. Collaborative filtering- Recommend items the users with similar tastes preferred in the ...evolving ... See full document
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Enhanced K-Means Clustering Algorithm Using Collaborative Filtering Approach
... our approach guarantees high precision ...our approach using different parameters like Recall, Accuracy and ...users’ recommendation of products like ...and using the graph also ... See full document
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Optimized travel recommendation using location based collaborative filtering
... suggestion approach can't be used specifically in travel proposals, accordingly by utilizing location based collaborative filtering method, the group contributed photographs are utilized to give ... See full document
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A Review on Recommender System
... personalized recommendation list as output. Amazon works on item-item collaborative filtering in which similarity between items are found instead of finding similarity between ...the approach ... See full document
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Evaluation of Similarity Functions by using User based Collaborative Filtering approach in Recommendation Systems
... information filtering system that seek to predict „rating‟ or „preference‟ that a user would give to an ...of recommendation systems is to recommend items that fit a user‟s tastes,in order to help the user ... See full document
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Music Recommendation using Collaborative Filtering and Deep Learning
... hybrid approach of Collaborative Filtering (CF) and Genetic Algorithm ...content-based filtering technique is applied to generate the initial population of ... See full document
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Book Recommendation System using Item Based Collaborative Filtering
... [18] . Bell, Y. Koren, and C. Volinsky, “Modeling relationships at multiple scales to improve accuracy of large recommender systems” KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge ... See full document
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A Web Based Recommendation System for Personal Learning Environments Using Hybrid Collaborative Filtering Approach
... The genetic algorithm starts with the initial solutions that are selected from a set of configurations in the search space called population using randomly generated solutions. By using a user fitness ... See full document
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Efficient Prediction of Difficult Keyword Queries using Collaborative Filtering Recommendation Framework
... of query performance has long been of interest in information ...names query difficulty, query ambiguity and sometimes hard ...Databases using BANKS [4] describe techniques for keyword ... See full document
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Recommender Systems: From Achievements to Requirements
... systems, recommendation approaches and algorithms developed so far ...common recommendation approaches of collaborative filtering, content based filtering and hybrid recommender ... See full document
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Enhancing User Profile By Combining User And Item Based Collaborative Filtering
... in recommendation systems becoming a popular choice for organizations and researchers ...based recommendation system model was proposed by Katarya et ...the recommendation process. This is a ... See full document
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KSRS: Keyword-based Service Recommendation System for Shopping using Map-Reduce on Hadoop for Big Data
... day’s recommendation system becoming important research area so several research communities contributed their work to ...several recommendation systems developed in industries and ...implement ... See full document
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A Review on Personalized Information Recommendation System Using Collaborative Filtering
... suggested Collaborative Filtering with Temporal Dynamics. This approach creates model which can track time changing behaviour throughout lifespan of data exploiting relevant components of all data ... See full document
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Web Service Recommendation using Collaborative Filtering
... Recovery Collaborative Filtering methodology is developed for web service ...NRCF approach investigates the characteristics of web service QoS values and propose a new similarity measure, which finds ... See full document
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AN EFFICIENT SUPER PEER SELECTION ALGORITHM FOR PEER TO PEER (P2P) LIVE STREAMING NETWORK
... diamond recommendation system by using K-Means and Collaborative Filtering techniques based on Mobile ...suitable recommendation information to ...and Collaborative ... See full document
5
Evaluation of Accuracy between Item-Based and Matrix Factorization Recommender System
... employed collaborative filtering recommendation system approach to make a recommender system on the Jumia ...item-based collaborative filtering recommendation system and ... See full document
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