Matches in SemOpenAlex for { <https://semopenalex.org/work/W2486485895> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2486485895 abstract "Characterising social media topics often requires new features to be continuously taken into account, and thus increasing the need for classifier retraining. One challenging aspect is the emergence of ambiguous features, which can affect classification performance. In this paper we investigate the impact of the use of ambiguous features in a topic classification task, and introduce the Semantic Topic Compass STC framework, which characterises ambiguity in a topics feature space. STC makes use of topic priors derived from structured knowledge sources to facilitate the semantic feature grading of a topic. Our findings demonstrate the proposed framework offers competitive boosts in performance across all datasets." @default.
- W2486485895 created "2016-08-23" @default.
- W2486485895 creator A5027185862 @default.
- W2486485895 creator A5068408717 @default.
- W2486485895 creator A5074716096 @default.
- W2486485895 creator A5076645376 @default.
- W2486485895 date "2016-01-01" @default.
- W2486485895 modified "2023-09-27" @default.
- W2486485895 title "Semantic Topic Compass – Classification Based on Unsupervised Feature Ambiguity Gradation" @default.
- W2486485895 cites W1523389133 @default.
- W2486485895 cites W1533642089 @default.
- W2486485895 cites W1901541308 @default.
- W2486485895 cites W1909487923 @default.
- W2486485895 cites W1921854258 @default.
- W2486485895 cites W2053968437 @default.
- W2486485895 cites W2062088920 @default.
- W2486485895 cites W2134213978 @default.
- W2486485895 cites W2137349054 @default.
- W2486485895 cites W2171836785 @default.
- W2486485895 cites W2882319491 @default.
- W2486485895 cites W4247582552 @default.
- W2486485895 doi "https://doi.org/10.1007/978-3-319-34129-3_22" @default.
- W2486485895 hasPublicationYear "2016" @default.
- W2486485895 type Work @default.
- W2486485895 sameAs 2486485895 @default.
- W2486485895 citedByCount "0" @default.
- W2486485895 crossrefType "book-chapter" @default.
- W2486485895 hasAuthorship W2486485895A5027185862 @default.
- W2486485895 hasAuthorship W2486485895A5068408717 @default.
- W2486485895 hasAuthorship W2486485895A5074716096 @default.
- W2486485895 hasAuthorship W2486485895A5076645376 @default.
- W2486485895 hasConcept C138885662 @default.
- W2486485895 hasConcept C144133560 @default.
- W2486485895 hasConcept C154945302 @default.
- W2486485895 hasConcept C155202549 @default.
- W2486485895 hasConcept C199360897 @default.
- W2486485895 hasConcept C204321447 @default.
- W2486485895 hasConcept C23123220 @default.
- W2486485895 hasConcept C2776401178 @default.
- W2486485895 hasConcept C2778712577 @default.
- W2486485895 hasConcept C2780522230 @default.
- W2486485895 hasConcept C2781122975 @default.
- W2486485895 hasConcept C2986420190 @default.
- W2486485895 hasConcept C41008148 @default.
- W2486485895 hasConcept C41895202 @default.
- W2486485895 hasConcept C83665646 @default.
- W2486485895 hasConcept C95623464 @default.
- W2486485895 hasConceptScore W2486485895C138885662 @default.
- W2486485895 hasConceptScore W2486485895C144133560 @default.
- W2486485895 hasConceptScore W2486485895C154945302 @default.
- W2486485895 hasConceptScore W2486485895C155202549 @default.
- W2486485895 hasConceptScore W2486485895C199360897 @default.
- W2486485895 hasConceptScore W2486485895C204321447 @default.
- W2486485895 hasConceptScore W2486485895C23123220 @default.
- W2486485895 hasConceptScore W2486485895C2776401178 @default.
- W2486485895 hasConceptScore W2486485895C2778712577 @default.
- W2486485895 hasConceptScore W2486485895C2780522230 @default.
- W2486485895 hasConceptScore W2486485895C2781122975 @default.
- W2486485895 hasConceptScore W2486485895C2986420190 @default.
- W2486485895 hasConceptScore W2486485895C41008148 @default.
- W2486485895 hasConceptScore W2486485895C41895202 @default.
- W2486485895 hasConceptScore W2486485895C83665646 @default.
- W2486485895 hasConceptScore W2486485895C95623464 @default.
- W2486485895 hasLocation W24864858951 @default.
- W2486485895 hasOpenAccess W2486485895 @default.
- W2486485895 hasPrimaryLocation W24864858951 @default.
- W2486485895 hasRelatedWork W1487445520 @default.
- W2486485895 hasRelatedWork W1517118684 @default.
- W2486485895 hasRelatedWork W1556290830 @default.
- W2486485895 hasRelatedWork W1758764730 @default.
- W2486485895 hasRelatedWork W2021153570 @default.
- W2486485895 hasRelatedWork W2095122172 @default.
- W2486485895 hasRelatedWork W2109011597 @default.
- W2486485895 hasRelatedWork W2210914300 @default.
- W2486485895 hasRelatedWork W2405554245 @default.
- W2486485895 hasRelatedWork W2768162307 @default.
- W2486485895 hasRelatedWork W2780385962 @default.
- W2486485895 hasRelatedWork W2785567128 @default.
- W2486485895 hasRelatedWork W2798001063 @default.
- W2486485895 hasRelatedWork W2897461699 @default.
- W2486485895 hasRelatedWork W2990544788 @default.
- W2486485895 hasRelatedWork W3004119480 @default.
- W2486485895 hasRelatedWork W3034770463 @default.
- W2486485895 hasRelatedWork W3138228214 @default.
- W2486485895 hasRelatedWork W3163510162 @default.
- W2486485895 hasRelatedWork W3200892035 @default.
- W2486485895 isParatext "false" @default.
- W2486485895 isRetracted "false" @default.
- W2486485895 magId "2486485895" @default.
- W2486485895 workType "book-chapter" @default.