FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304607586> ?p ?o ?g. }

• W4304607586 endingPage "9" @default.
• W4304607586 startingPage "1" @default.
• W4304607586 abstract "Higher education has completed a revolutionary transition stage from traditional elite education to mass quality education, and the improvement of higher education quality has increasingly become the focus of social attention. Courses are the most basic unit of university teaching, and the quality of courses directly affects the quality of personnel training. The expansion of higher education has resulted in insufficient teaching resources and a decline in the quality of courses. Improving quality is the eternal theme of higher education reform. How to formulate scientific curriculum quality standards and objectively evaluate curriculum quality is the most concerned issue of the society. Therefore, in-depth analysis of the factors that affect the quality of the curriculum and the establishment of the curriculum quality evaluation system and method has certain practical significance for improving the quality of the curriculum. This work combines the evaluation of higher education courses with deep learning models and proposes a network MSACNN for quality evaluation of higher education courses. This work proposes to use an attention-based multiscale network to explicitly learn the relationship between the qualities of various higher education courses. By using parallel networks with different convolution kernels, it combines different scale features at the same spatial location to better learn the relationship between the quality features of higher education courses. This work conducts sufficient experiments on the higher education curriculum quality dataset, and the experimental results demonstrate that the multiscale network based on the attention mechanism exhibits superior performance. MSACNN surpasses other machine learning methods in both precision and recall metrics." @default.
• W4304607586 created "2022-10-12" @default.
• W4304607586 creator A5084205627 @default.
• W4304607586 date "2022-10-11" @default.
• W4304607586 modified "2023-09-26" @default.
• W4304607586 title "Higher Education Course Evaluation Based on Deep Learning Model" @default.
• W4304607586 cites W1537301331 @default.
• W4304607586 cites W2016561399 @default.
• W4304607586 cites W2033741720 @default.
• W4304607586 cites W2034112273 @default.
• W4304607586 cites W2071900280 @default.
• W4304607586 cites W2074753636 @default.
• W4304607586 cites W2084175757 @default.
• W4304607586 cites W2088182374 @default.
• W4304607586 cites W2093721228 @default.
• W4304607586 cites W2291760076 @default.
• W4304607586 cites W2509610271 @default.
• W4304607586 cites W2783636295 @default.
• W4304607586 cites W2804688666 @default.
• W4304607586 cites W2804828040 @default.
• W4304607586 cites W2949331364 @default.
• W4304607586 cites W2984939749 @default.
• W4304607586 cites W3023867911 @default.
• W4304607586 cites W3036489677 @default.
• W4304607586 cites W3081997885 @default.
• W4304607586 cites W3089954952 @default.
• W4304607586 cites W3093312845 @default.
• W4304607586 cites W3093524578 @default.
• W4304607586 cites W3095340077 @default.
• W4304607586 cites W3095612339 @default.
• W4304607586 cites W3159750924 @default.
• W4304607586 cites W3163330053 @default.
• W4304607586 cites W3200180854 @default.
• W4304607586 cites W4220950178 @default.
• W4304607586 cites W4240745535 @default.
• W4304607586 cites W4247287363 @default.
• W4304607586 cites W4280649430 @default.
• W4304607586 cites W4281657794 @default.
• W4304607586 cites W4284961737 @default.
• W4304607586 cites W970528536 @default.
• W4304607586 doi "https://doi.org/10.1155/2022/8929437" @default.
• W4304607586 hasPublicationYear "2022" @default.
• W4304607586 type Work @default.
• W4304607586 citedByCount "5" @default.
• W4304607586 countsByYear W43046075862023 @default.
• W4304607586 crossrefType "journal-article" @default.
• W4304607586 hasAuthorship W4304607586A5084205627 @default.
• W4304607586 hasBestOaLocation W43046075861 @default.
• W4304607586 hasConcept C111472728 @default.
• W4304607586 hasConcept C120912362 @default.
• W4304607586 hasConcept C138885662 @default.
• W4304607586 hasConcept C144024400 @default.
• W4304607586 hasConcept C145420912 @default.
• W4304607586 hasConcept C154945302 @default.
• W4304607586 hasConcept C15744967 @default.
• W4304607586 hasConcept C17744445 @default.
• W4304607586 hasConcept C19417346 @default.
• W4304607586 hasConcept C199539241 @default.
• W4304607586 hasConcept C2779530757 @default.
• W4304607586 hasConcept C41008148 @default.
• W4304607586 hasConcept C47177190 @default.
• W4304607586 hasConceptScore W4304607586C111472728 @default.
• W4304607586 hasConceptScore W4304607586C120912362 @default.
• W4304607586 hasConceptScore W4304607586C138885662 @default.
• W4304607586 hasConceptScore W4304607586C144024400 @default.
• W4304607586 hasConceptScore W4304607586C145420912 @default.
• W4304607586 hasConceptScore W4304607586C154945302 @default.
• W4304607586 hasConceptScore W4304607586C15744967 @default.
• W4304607586 hasConceptScore W4304607586C17744445 @default.
• W4304607586 hasConceptScore W4304607586C19417346 @default.
• W4304607586 hasConceptScore W4304607586C199539241 @default.
• W4304607586 hasConceptScore W4304607586C2779530757 @default.
• W4304607586 hasConceptScore W4304607586C41008148 @default.
• W4304607586 hasConceptScore W4304607586C47177190 @default.
• W4304607586 hasLocation W43046075861 @default.
• W4304607586 hasOpenAccess W4304607586 @default.
• W4304607586 hasPrimaryLocation W43046075861 @default.
• W4304607586 hasRelatedWork W141433357 @default.
• W4304607586 hasRelatedWork W2004057930 @default.
• W4304607586 hasRelatedWork W2350990094 @default.
• W4304607586 hasRelatedWork W2351915757 @default.
• W4304607586 hasRelatedWork W2368723682 @default.
• W4304607586 hasRelatedWork W2369080063 @default.
• W4304607586 hasRelatedWork W2387670216 @default.
• W4304607586 hasRelatedWork W2891976456 @default.
• W4304607586 hasRelatedWork W2899084033 @default.
• W4304607586 hasRelatedWork W3087774267 @default.
• W4304607586 hasVolume "2022" @default.
• W4304607586 isParatext "false" @default.
• W4304607586 isRetracted "false" @default.
• W4304607586 workType "article" @default.