Matches in SemOpenAlex for { <https://semopenalex.org/work/W2952370822> ?p ?o ?g. }
- W2952370822 abstract "Summary With the thriving of the social media (eg, Sina Microblog and Twitter), the public is keen on expressing their opinions or views on entities as celebrities and products. Emotion mining on social media can be applied in diverse areas, such as helping government or organizations understand people's attitudes so as to make right decisions for business services or political campaigns. One kind of the mainstream approaches for emotion mining are based on topic models, while most of these existing approaches aim at analyzing entire sentiments for the whole Microblog, rather than explicitly assigning the relevant sentiments to the specific entities. In addition, topic model is mainly based on the bag‐of‐words model but ignores the semantic relations of entity‐word in the modeling process, which brings low accuracy and poor interpretability to the sentiment analysis. To overcome the aforementioned difficulties, an Entity Sentiment Topic Model (ESTM) is proposed, which carries out entity‐dependent sentiment analysis. To improve the accuracy of sentiment analysis and enhance the interpretability of the results, ESTM is integrated with relations of entity‐word and a six‐dimensional emotion lexicon as weakly supervised information. Experiments have shown promising results on sentiment classification accuracy, interpretability, and quality of coherent topics for entities." @default.
- W2952370822 created "2019-06-27" @default.
- W2952370822 creator A5045081171 @default.
- W2952370822 creator A5051474305 @default.
- W2952370822 creator A5067265615 @default.
- W2952370822 date "2019-06-14" @default.
- W2952370822 modified "2023-10-14" @default.
- W2952370822 title "Entity emotion mining in social media environment" @default.
- W2952370822 cites W1901541308 @default.
- W2952370822 cites W1961430914 @default.
- W2952370822 cites W1964613733 @default.
- W2952370822 cites W1969105873 @default.
- W2952370822 cites W1987425720 @default.
- W2952370822 cites W1999320905 @default.
- W2952370822 cites W2043775452 @default.
- W2952370822 cites W2044429219 @default.
- W2952370822 cites W2045599215 @default.
- W2952370822 cites W2053978659 @default.
- W2952370822 cites W2066102342 @default.
- W2952370822 cites W2084046180 @default.
- W2952370822 cites W2108420397 @default.
- W2952370822 cites W2129294185 @default.
- W2952370822 cites W2156413587 @default.
- W2952370822 cites W2168625136 @default.
- W2952370822 cites W2786675709 @default.
- W2952370822 cites W2806712177 @default.
- W2952370822 cites W2810374907 @default.
- W2952370822 cites W2963252224 @default.
- W2952370822 cites W4237791300 @default.
- W2952370822 cites W4239946314 @default.
- W2952370822 cites W4323642664 @default.
- W2952370822 cites W7939015 @default.
- W2952370822 doi "https://doi.org/10.1002/cpe.5336" @default.
- W2952370822 hasPublicationYear "2019" @default.
- W2952370822 type Work @default.
- W2952370822 sameAs 2952370822 @default.
- W2952370822 citedByCount "1" @default.
- W2952370822 countsByYear W29523708222020 @default.
- W2952370822 crossrefType "journal-article" @default.
- W2952370822 hasAuthorship W2952370822A5045081171 @default.
- W2952370822 hasAuthorship W2952370822A5051474305 @default.
- W2952370822 hasAuthorship W2952370822A5067265615 @default.
- W2952370822 hasConcept C111919701 @default.
- W2952370822 hasConcept C136764020 @default.
- W2952370822 hasConcept C138885662 @default.
- W2952370822 hasConcept C143275388 @default.
- W2952370822 hasConcept C154945302 @default.
- W2952370822 hasConcept C15744967 @default.
- W2952370822 hasConcept C171686336 @default.
- W2952370822 hasConcept C17744445 @default.
- W2952370822 hasConcept C184337299 @default.
- W2952370822 hasConcept C199360897 @default.
- W2952370822 hasConcept C199539241 @default.
- W2952370822 hasConcept C204321447 @default.
- W2952370822 hasConcept C23123220 @default.
- W2952370822 hasConcept C2522767166 @default.
- W2952370822 hasConcept C2776745293 @default.
- W2952370822 hasConcept C2777617010 @default.
- W2952370822 hasConcept C2778121359 @default.
- W2952370822 hasConcept C2778137410 @default.
- W2952370822 hasConcept C2781067378 @default.
- W2952370822 hasConcept C41008148 @default.
- W2952370822 hasConcept C41895202 @default.
- W2952370822 hasConcept C518677369 @default.
- W2952370822 hasConcept C542102704 @default.
- W2952370822 hasConcept C66402592 @default.
- W2952370822 hasConcept C98045186 @default.
- W2952370822 hasConceptScore W2952370822C111919701 @default.
- W2952370822 hasConceptScore W2952370822C136764020 @default.
- W2952370822 hasConceptScore W2952370822C138885662 @default.
- W2952370822 hasConceptScore W2952370822C143275388 @default.
- W2952370822 hasConceptScore W2952370822C154945302 @default.
- W2952370822 hasConceptScore W2952370822C15744967 @default.
- W2952370822 hasConceptScore W2952370822C171686336 @default.
- W2952370822 hasConceptScore W2952370822C17744445 @default.
- W2952370822 hasConceptScore W2952370822C184337299 @default.
- W2952370822 hasConceptScore W2952370822C199360897 @default.
- W2952370822 hasConceptScore W2952370822C199539241 @default.
- W2952370822 hasConceptScore W2952370822C204321447 @default.
- W2952370822 hasConceptScore W2952370822C23123220 @default.
- W2952370822 hasConceptScore W2952370822C2522767166 @default.
- W2952370822 hasConceptScore W2952370822C2776745293 @default.
- W2952370822 hasConceptScore W2952370822C2777617010 @default.
- W2952370822 hasConceptScore W2952370822C2778121359 @default.
- W2952370822 hasConceptScore W2952370822C2778137410 @default.
- W2952370822 hasConceptScore W2952370822C2781067378 @default.
- W2952370822 hasConceptScore W2952370822C41008148 @default.
- W2952370822 hasConceptScore W2952370822C41895202 @default.
- W2952370822 hasConceptScore W2952370822C518677369 @default.
- W2952370822 hasConceptScore W2952370822C542102704 @default.
- W2952370822 hasConceptScore W2952370822C66402592 @default.
- W2952370822 hasConceptScore W2952370822C98045186 @default.
- W2952370822 hasFunder F4320321001 @default.
- W2952370822 hasFunder F4320335971 @default.
- W2952370822 hasIssue "20" @default.
- W2952370822 hasLocation W29523708221 @default.
- W2952370822 hasOpenAccess W2952370822 @default.
- W2952370822 hasPrimaryLocation W29523708221 @default.
- W2952370822 hasRelatedWork W2152815769 @default.
- W2952370822 hasRelatedWork W2212852081 @default.