Matches in SemOpenAlex for { <https://semopenalex.org/work/W4244784501> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4244784501 abstract "Abstract Coating matching design is one of the important parts of ship coating process design. The selection of coating matching is influenced by various factors such as marine corrosive environment, anti-corrosion period and working conditions. There are also differences in the coating performance requirements for different ship types and different coating parts. At present, the design of coating matching in shipyards depends on the experience of technologist, which is not conducive to the scientific management of ship painting process and the macro control of ship construction cost. Therefore, this paper proposes a hybrid algorithm of fuzzy comprehensive evaluation and collaborative filtering based on user label improvement (IFCE-CF). User interest labels and hierarchical analysis are used to calculate the combined weights, and collaborative filtering algorithm based on matrix decomposition is used to achieve personalized recommendations for coating matching. Historical coating process data of a shipyard between 2010 and 2020 were selected to verify the recommendation ability of the method in the paper. The results show that using the coating matching intelligent recommendation algorithm proposed in this paper, Root Mean Square Error < 1.02 and Mean Absolute Error < 0.79, the prediction accuracy is significantly better than other research methods, which proves the effectiveness of the method." @default.
- W4244784501 created "2022-05-12" @default.
- W4244784501 creator A5057551727 @default.
- W4244784501 creator A5063906228 @default.
- W4244784501 creator A5077306182 @default.
- W4244784501 creator A5079594267 @default.
- W4244784501 creator A5085060682 @default.
- W4244784501 creator A5090412627 @default.
- W4244784501 creator A5091227243 @default.
- W4244784501 date "2021-05-05" @default.
- W4244784501 modified "2023-10-18" @default.
- W4244784501 title "Coating Matching Recommendation Based on Improved Fuzzy Comprehensive Evaluation and Collaborative Filtering Algorithm" @default.
- W4244784501 doi "https://doi.org/10.21203/rs.3.rs-460473/v1" @default.
- W4244784501 hasPublicationYear "2021" @default.
- W4244784501 type Work @default.
- W4244784501 citedByCount "1" @default.
- W4244784501 countsByYear W42447845012023 @default.
- W4244784501 crossrefType "posted-content" @default.
- W4244784501 hasAuthorship W4244784501A5057551727 @default.
- W4244784501 hasAuthorship W4244784501A5063906228 @default.
- W4244784501 hasAuthorship W4244784501A5077306182 @default.
- W4244784501 hasAuthorship W4244784501A5079594267 @default.
- W4244784501 hasAuthorship W4244784501A5085060682 @default.
- W4244784501 hasAuthorship W4244784501A5090412627 @default.
- W4244784501 hasAuthorship W4244784501A5091227243 @default.
- W4244784501 hasBestOaLocation W42447845011 @default.
- W4244784501 hasConcept C105795698 @default.
- W4244784501 hasConcept C106487976 @default.
- W4244784501 hasConcept C111919701 @default.
- W4244784501 hasConcept C11413529 @default.
- W4244784501 hasConcept C119857082 @default.
- W4244784501 hasConcept C124101348 @default.
- W4244784501 hasConcept C154945302 @default.
- W4244784501 hasConcept C159985019 @default.
- W4244784501 hasConcept C165064840 @default.
- W4244784501 hasConcept C166957645 @default.
- W4244784501 hasConcept C192562407 @default.
- W4244784501 hasConcept C21569690 @default.
- W4244784501 hasConcept C2781448156 @default.
- W4244784501 hasConcept C33923547 @default.
- W4244784501 hasConcept C41008148 @default.
- W4244784501 hasConcept C557471498 @default.
- W4244784501 hasConcept C58166 @default.
- W4244784501 hasConcept C65542768 @default.
- W4244784501 hasConcept C86154893 @default.
- W4244784501 hasConcept C95457728 @default.
- W4244784501 hasConcept C98045186 @default.
- W4244784501 hasConceptScore W4244784501C105795698 @default.
- W4244784501 hasConceptScore W4244784501C106487976 @default.
- W4244784501 hasConceptScore W4244784501C111919701 @default.
- W4244784501 hasConceptScore W4244784501C11413529 @default.
- W4244784501 hasConceptScore W4244784501C119857082 @default.
- W4244784501 hasConceptScore W4244784501C124101348 @default.
- W4244784501 hasConceptScore W4244784501C154945302 @default.
- W4244784501 hasConceptScore W4244784501C159985019 @default.
- W4244784501 hasConceptScore W4244784501C165064840 @default.
- W4244784501 hasConceptScore W4244784501C166957645 @default.
- W4244784501 hasConceptScore W4244784501C192562407 @default.
- W4244784501 hasConceptScore W4244784501C21569690 @default.
- W4244784501 hasConceptScore W4244784501C2781448156 @default.
- W4244784501 hasConceptScore W4244784501C33923547 @default.
- W4244784501 hasConceptScore W4244784501C41008148 @default.
- W4244784501 hasConceptScore W4244784501C557471498 @default.
- W4244784501 hasConceptScore W4244784501C58166 @default.
- W4244784501 hasConceptScore W4244784501C65542768 @default.
- W4244784501 hasConceptScore W4244784501C86154893 @default.
- W4244784501 hasConceptScore W4244784501C95457728 @default.
- W4244784501 hasConceptScore W4244784501C98045186 @default.
- W4244784501 hasLocation W42447845011 @default.
- W4244784501 hasLocation W42447845012 @default.
- W4244784501 hasOpenAccess W4244784501 @default.
- W4244784501 hasPrimaryLocation W42447845011 @default.
- W4244784501 hasRelatedWork W1558062379 @default.
- W4244784501 hasRelatedWork W1773619406 @default.
- W4244784501 hasRelatedWork W2126026531 @default.
- W4244784501 hasRelatedWork W2356507104 @default.
- W4244784501 hasRelatedWork W2356908423 @default.
- W4244784501 hasRelatedWork W2377968345 @default.
- W4244784501 hasRelatedWork W2380460655 @default.
- W4244784501 hasRelatedWork W2381935838 @default.
- W4244784501 hasRelatedWork W2383886042 @default.
- W4244784501 hasRelatedWork W2480275363 @default.
- W4244784501 isParatext "false" @default.
- W4244784501 isRetracted "false" @default.
- W4244784501 workType "article" @default.