Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199609570> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W3199609570 abstract "This paper presents the Methodology of Improving the Accuracy in Text Classification in Light of Modelling the Latent Semantic Relations (LSR). The aim of this Methodology to find the ways of eliminating the Limitations of Discriminant and Probabilistic methods for LSR revealing and customize the Text Classification Process to the more accurate recognition of the text tonality using the knowledge about the text’s Hierarchical Semantic Context on the form of Corpora-based Hierarchical Sentiment Dictionary. The main scientific contributions of this research is the set of approaches to improve the qualitative characteristics of Text Classification process: combination of the Discriminant and Probabilistic methods allowing to decrease the influences the Limitations of these methods on the LSR revealing process; considering each document as a complex structure allowing estimate documents integrally by separated classification of topically completed textual component (paragraphs); taking into account the features of Argumentative type of documents (Reviews) allowing to use for development the Text Classification methodology the author’s subjective evaluation of text tonality. Tonality, expressed by the document’s author, has a significant, but not critical, effect on the qualitative indicators of Sentiment Recognition." @default.
- W3199609570 created "2021-09-27" @default.
- W3199609570 creator A5047681117 @default.
- W3199609570 creator A5055951153 @default.
- W3199609570 creator A5065694652 @default.
- W3199609570 date "2018-12-04" @default.
- W3199609570 modified "2023-09-23" @default.
- W3199609570 title "Improving the Accuracy in Sentiment Classification in the Light of Modelling the Latent Semantic Relations" @default.
- W3199609570 hasPublicationYear "2018" @default.
- W3199609570 type Work @default.
- W3199609570 sameAs 3199609570 @default.
- W3199609570 citedByCount "0" @default.
- W3199609570 crossrefType "posted-content" @default.
- W3199609570 hasAuthorship W3199609570A5047681117 @default.
- W3199609570 hasAuthorship W3199609570A5055951153 @default.
- W3199609570 hasAuthorship W3199609570A5065694652 @default.
- W3199609570 hasConcept C111919701 @default.
- W3199609570 hasConcept C112933361 @default.
- W3199609570 hasConcept C142362112 @default.
- W3199609570 hasConcept C151730666 @default.
- W3199609570 hasConcept C153349607 @default.
- W3199609570 hasConcept C154945302 @default.
- W3199609570 hasConcept C177264268 @default.
- W3199609570 hasConcept C199360897 @default.
- W3199609570 hasConcept C204321447 @default.
- W3199609570 hasConcept C23123220 @default.
- W3199609570 hasConcept C2776275044 @default.
- W3199609570 hasConcept C2779343474 @default.
- W3199609570 hasConcept C2780276568 @default.
- W3199609570 hasConcept C41008148 @default.
- W3199609570 hasConcept C49937458 @default.
- W3199609570 hasConcept C558565934 @default.
- W3199609570 hasConcept C86803240 @default.
- W3199609570 hasConcept C98045186 @default.
- W3199609570 hasConceptScore W3199609570C111919701 @default.
- W3199609570 hasConceptScore W3199609570C112933361 @default.
- W3199609570 hasConceptScore W3199609570C142362112 @default.
- W3199609570 hasConceptScore W3199609570C151730666 @default.
- W3199609570 hasConceptScore W3199609570C153349607 @default.
- W3199609570 hasConceptScore W3199609570C154945302 @default.
- W3199609570 hasConceptScore W3199609570C177264268 @default.
- W3199609570 hasConceptScore W3199609570C199360897 @default.
- W3199609570 hasConceptScore W3199609570C204321447 @default.
- W3199609570 hasConceptScore W3199609570C23123220 @default.
- W3199609570 hasConceptScore W3199609570C2776275044 @default.
- W3199609570 hasConceptScore W3199609570C2779343474 @default.
- W3199609570 hasConceptScore W3199609570C2780276568 @default.
- W3199609570 hasConceptScore W3199609570C41008148 @default.
- W3199609570 hasConceptScore W3199609570C49937458 @default.
- W3199609570 hasConceptScore W3199609570C558565934 @default.
- W3199609570 hasConceptScore W3199609570C86803240 @default.
- W3199609570 hasConceptScore W3199609570C98045186 @default.
- W3199609570 hasLocation W31996095701 @default.
- W3199609570 hasOpenAccess W3199609570 @default.
- W3199609570 hasPrimaryLocation W31996095701 @default.
- W3199609570 hasRelatedWork W2025796997 @default.
- W3199609570 hasRelatedWork W2075325422 @default.
- W3199609570 hasRelatedWork W2088467494 @default.
- W3199609570 hasRelatedWork W2150924755 @default.
- W3199609570 hasRelatedWork W2166753626 @default.
- W3199609570 hasRelatedWork W2287180041 @default.
- W3199609570 hasRelatedWork W2298397036 @default.
- W3199609570 hasRelatedWork W2379833365 @default.
- W3199609570 hasRelatedWork W2417560918 @default.
- W3199609570 hasRelatedWork W2474958513 @default.
- W3199609570 hasRelatedWork W2585212138 @default.
- W3199609570 hasRelatedWork W2772286801 @default.
- W3199609570 hasRelatedWork W2777723206 @default.
- W3199609570 hasRelatedWork W2783600707 @default.
- W3199609570 hasRelatedWork W2894100167 @default.
- W3199609570 hasRelatedWork W2894183659 @default.
- W3199609570 hasRelatedWork W2907281503 @default.
- W3199609570 hasRelatedWork W3090273283 @default.
- W3199609570 hasRelatedWork W832829818 @default.
- W3199609570 hasRelatedWork W897062481 @default.
- W3199609570 isParatext "false" @default.
- W3199609570 isRetracted "false" @default.
- W3199609570 magId "3199609570" @default.
- W3199609570 workType "article" @default.