Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384945859> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4384945859 abstract "Text elements are an important part of any interface. Readability of text elements present in an interface can be determined using language properties (text length, average word lengths etc.). Except these, the visual properties (color, font size etc.) of textual elements may have an effect on readability. In this work, we proposed a Neural Network based computational model for text readability using six visual features of text elements - background color (Red, Green and Blue), text color (Red, Green, Blue), font size, font style, line spacing, and word spacing. By varying these features, thirty-five samples were designed, and an empirical study was conducted by thirty-five participants. Finally, empirical data were used to develop our proposed model. In order to develop the proposed model, we considered a sequential neural network-based approach. Five dense layers with Relu activation functions were used to construct our model. Experimental results suggest a loss of only 0.0092 during the training process, while a mean error of 0.0796 was observed during testing." @default.
- W4384945859 created "2023-07-22" @default.
- W4384945859 creator A5004343012 @default.
- W4384945859 creator A5012847751 @default.
- W4384945859 creator A5049131672 @default.
- W4384945859 date "2023-06-23" @default.
- W4384945859 modified "2023-10-17" @default.
- W4384945859 title "A Neural Network based Approach to Compute Text Readability Using Visual Features" @default.
- W4384945859 cites W1507711477 @default.
- W4384945859 cites W2036367260 @default.
- W4384945859 cites W2043458918 @default.
- W4384945859 cites W2079216955 @default.
- W4384945859 cites W2098613353 @default.
- W4384945859 cites W2160724766 @default.
- W4384945859 cites W2339960629 @default.
- W4384945859 cites W2898601829 @default.
- W4384945859 cites W2901898476 @default.
- W4384945859 cites W2913940595 @default.
- W4384945859 cites W2940812472 @default.
- W4384945859 cites W3135809019 @default.
- W4384945859 cites W4221061095 @default.
- W4384945859 cites W4248921294 @default.
- W4384945859 cites W4282021376 @default.
- W4384945859 cites W4285305182 @default.
- W4384945859 doi "https://doi.org/10.1109/gcon58516.2023.10183440" @default.
- W4384945859 hasPublicationYear "2023" @default.
- W4384945859 type Work @default.
- W4384945859 citedByCount "0" @default.
- W4384945859 crossrefType "proceedings-article" @default.
- W4384945859 hasAuthorship W4384945859A5004343012 @default.
- W4384945859 hasAuthorship W4384945859A5012847751 @default.
- W4384945859 hasAuthorship W4384945859A5049131672 @default.
- W4384945859 hasConcept C113843644 @default.
- W4384945859 hasConcept C129307140 @default.
- W4384945859 hasConcept C153180895 @default.
- W4384945859 hasConcept C154945302 @default.
- W4384945859 hasConcept C157915830 @default.
- W4384945859 hasConcept C173608175 @default.
- W4384945859 hasConcept C199360897 @default.
- W4384945859 hasConcept C204321447 @default.
- W4384945859 hasConcept C2524010 @default.
- W4384945859 hasConcept C2777737414 @default.
- W4384945859 hasConcept C2778143727 @default.
- W4384945859 hasConcept C2780801425 @default.
- W4384945859 hasConcept C33923547 @default.
- W4384945859 hasConcept C41008148 @default.
- W4384945859 hasConcept C50644808 @default.
- W4384945859 hasConcept C90805587 @default.
- W4384945859 hasConceptScore W4384945859C113843644 @default.
- W4384945859 hasConceptScore W4384945859C129307140 @default.
- W4384945859 hasConceptScore W4384945859C153180895 @default.
- W4384945859 hasConceptScore W4384945859C154945302 @default.
- W4384945859 hasConceptScore W4384945859C157915830 @default.
- W4384945859 hasConceptScore W4384945859C173608175 @default.
- W4384945859 hasConceptScore W4384945859C199360897 @default.
- W4384945859 hasConceptScore W4384945859C204321447 @default.
- W4384945859 hasConceptScore W4384945859C2524010 @default.
- W4384945859 hasConceptScore W4384945859C2777737414 @default.
- W4384945859 hasConceptScore W4384945859C2778143727 @default.
- W4384945859 hasConceptScore W4384945859C2780801425 @default.
- W4384945859 hasConceptScore W4384945859C33923547 @default.
- W4384945859 hasConceptScore W4384945859C41008148 @default.
- W4384945859 hasConceptScore W4384945859C50644808 @default.
- W4384945859 hasConceptScore W4384945859C90805587 @default.
- W4384945859 hasLocation W43849458591 @default.
- W4384945859 hasOpenAccess W4384945859 @default.
- W4384945859 hasPrimaryLocation W43849458591 @default.
- W4384945859 hasRelatedWork W2096887910 @default.
- W4384945859 hasRelatedWork W2137084580 @default.
- W4384945859 hasRelatedWork W2250658598 @default.
- W4384945859 hasRelatedWork W2600219120 @default.
- W4384945859 hasRelatedWork W2740287278 @default.
- W4384945859 hasRelatedWork W2996802669 @default.
- W4384945859 hasRelatedWork W3009120927 @default.
- W4384945859 hasRelatedWork W3030814162 @default.
- W4384945859 hasRelatedWork W4254022350 @default.
- W4384945859 hasRelatedWork W4289130364 @default.
- W4384945859 isParatext "false" @default.
- W4384945859 isRetracted "false" @default.
- W4384945859 workType "article" @default.