Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
A Content-Based Authorization Model for Digital Libraries
IEEE Transactions on Knowledge and Data Engineering
Probabilistic Memory-Based Collaborative Filtering
IEEE Transactions on Knowledge and Data Engineering
Introduction to recommender systems: Algorithms and Evaluation
ACM Transactions on Information Systems (TOIS)
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
NewsRec, a SVM-driven Personal Recommendation System for News Websites
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
A multi-agent infrastructure for developing personalized web-based systems
ACM Transactions on Internet Technology (TOIT)
IEEE Transactions on Knowledge and Data Engineering
A market-based approach to recommender systems
ACM Transactions on Information Systems (TOIS)
Digital Content Recommender on the Internet
IEEE Intelligent Systems
An intelligent fuzzy-based recommendation system for consumer electronic products
Expert Systems with Applications: An International Journal
Collaborative Filtering Using Dual Information Sources
IEEE Intelligent Systems
Attacks and Remedies in Collaborative Recommendation
IEEE Intelligent Systems
Attacking Recommender Systems: A Cost-Benefit Analysis
IEEE Intelligent Systems
Technology supports for distributed and collaborative learning over the internet
ACM Transactions on Internet Technology (TOIT)
A semantic-expansion approach to personalized knowledge recommendation
Decision Support Systems
Utilizing phrase-similarity measures for detecting and clustering informative RSS news articles
Integrated Computer-Aided Engineering
How Will We Interact with the Web of Data?
IEEE Internet Computing
Using contextual information and multidimensional approach for recommendation
Expert Systems with Applications: An International Journal
Automatic Web Page Classification Using Various Features
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
A Hybrid Phonic Web News Recommender System for Pervasive Access
CMC '09 Proceedings of the 2009 WRI International Conference on Communications and Mobile Computing - Volume 03
Improving Personalization Solutions through Optimal Segmentation of Customer Bases
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Expert Systems with Applications: An International Journal
ACM Transactions on Computer-Human Interaction (TOCHI)
Personalization via friendsourcing
ACM Transactions on Computer-Human Interaction (TOCHI)
A contextual-bandit approach to personalized news article recommendation
Proceedings of the 19th international conference on World wide web
Googling the internet: profiling internet endpoints via the world wide web
IEEE/ACM Transactions on Networking (TON)
Model-based development of virtual laboratories for robotics over the internet
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
A new collaborative filtering metric that improves the behavior of recommender systems
Knowledge-Based Systems
Toward Business Transaction Management in Smart Service Networks
IEEE Internet Computing
A hybrid recommendation method with reduced data for large-scale application
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A Graphical Model for Context-Aware Visual Content Recommendation
IEEE Transactions on Multimedia
Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Learning Performance Assessment Approach Using Web-Based Learning Portfolios for E-learning Systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Extended latent class models for collaborative recommendation
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Workshop and challenge on news recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Robustness analysis of privacy-preserving model-based recommendation schemes
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
A hybrid method for personalized recommendation of news on the Web is presented, which provides Web users with an autonomous tool that is able to minimize repetitive and tedious Web surfing. The proposed approach classifies Web pages by calculating the respective weights of terms. A user's interest and preference models are generated by analyzing the user's navigational history. Based on the content of the Web pages and on a user's interest and preference models, the recommender system suggests news Web pages to the user who is likely interested in the related topics. Moreover, the technique of collaborative filtering, which aims to choose the trusted users, is employed to improve the performance of the recommender system. Experiments are carried out in order to demonstrate the effectiveness of the proposed method. In the experiments, Web news items are classified and recommended to Web users by matching the users' interests with the contents of the news.