2nd Edition of Modern Recommender Systems: Approaches, Challenges and Applications
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Submission Deadline : 2026-01-31
Categories : Knowledge Management , Internet Computing , Information Technology Management
https://www.mdpi.com/journal/information/special_issues/4UC6YN490Y
Nowadays, recommender systems are indispensable in most personalized systems implementing information access and content delivery, supporting a great variety of user activities. Recommender systems alleviate the problem of information overload, identifying and promoting content that is deemed more suitable for each individual user. To this end, recommender systems collect and process information regarding user preferences, likings, and previous actions; the user’s current context (such as the user’s location or company, the time of day or week, etc.); the user’s neighborhood and activity in social networks (friends, posts, message exchanges, and so forth); the characteristics of items to be recommended, including semantic information; and so on. Both static and dynamic views of the collected data are considered, and the algorithms employed to process the available data range from collaborative filtering and statistical models to knowledge-based approaches and matrix factorization. This Special Issue on “2nd Edition of Modern Recommender Systems: Approaches, Challenges and Applications” aims to promote new theoretical models, approaches, algorithms, and applications related to the area of recommender systems. Authors should submit papers describing significant, original, and unpublished work.
For more information, please refer to the special issue page, https://www.mdpi.com/journal/information/special_issues/4UC6YN490Y
Special Issue Editors
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* Prof. Dr. Costas Vassilakis, Department of Informatics and Telecommunications, University of the Peloponnese, Greece, costas@uop.gr https://users.uop.gr/users/costas
* Prof. Dionisis Margaris, Department of Digital Systems, University of the Peloponnese, Greece, margaris@uop.gr, https://users.uop.gr/users/margaris
For more information, please refer to the special issue page, https://www.mdpi.com/journal/information/special_issues/4UC6YN490Y
Special Issue Editors
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* Prof. Dr. Costas Vassilakis, Department of Informatics and Telecommunications, University of the Peloponnese, Greece, costas@uop.gr https://users.uop.gr/users/costas
* Prof. Dionisis Margaris, Department of Digital Systems, University of the Peloponnese, Greece, margaris@uop.gr, https://users.uop.gr/users/margaris
User Name : costas@uop.gr
Posted 02-05-2025 on 09:27:15 AEDT