@article{Shilov_2020, author = {Shilov, Nikolay}, title = {Recommender System for Navigation Safety: Requirements and Methodology}, journal = {TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation}, volume = {14}, number = {2}, pages = {405-410}, year = {2020}, url = {./Article_Recommender_System_for_Navigation_Shilov,54,1017.html}, abstract = {Low maneuverability of ships together with growing intensity of marine traffic result in new challenges related to navigation safety. This paper reports a research aimed at design of methodology of operation of recommender systems for navigation safety. First, a specification of requirements to systems of the considered class has been carried out. Based on these, the major principles of functioning of such systems have been defined. The principles were a basis for development of the mentioned above methodology, which is based on the usage of context patterns and characterized by the presence of feedback to update the system’s knowledge base.}, doi = {10.12716/1001.14.02.18}, issn = {2083-6473}, publisher = {Gdynia Maritime University, Faculty of Navigation}, keywords = {Safety at Sea, Navigational Safety, Navigation Safety, Methodology, Recommender System, Maneuverability, Recommender System for Navigation Safety, Advanced Driver Assistance Systems} }