Projects & Grants
Application of fuzzy methods for developing recommender systems | |
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Project Id | SGS19/PřF-MF/2022 |
Main solver | RNDr. Bogdan Walek, Ph.D. |
Period | 1/2022 - 12/2022 |
Provider | Specifický VŠ výzkum |
State | finished |
Anotation | The project is focused on the area of recommender systems, which proposing the suitable content for the user. The research topic is related to the topics of master's and dissertation theses of enrolled students. In the area of the recommender system for the design of suitable news articles, research will focus on the design and development of a content-based module and various methods for the proposal of similar articles. In the area of the recommender system for the proposal of suitable e-commerce products, we will focus on the design and development of a recommender system in this area. The main module will be the recommender module, which will propose suitable products based on various parameters. The recommender module will also include a fuzzy expert system that will evaluate the importance of individual recommended products. The project will continue in the results and experience gained in the design and implementation of various recommender systems and fuzzy expert systems in previous years. |