Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380303313> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4380303313 abstract "The use of AI to detect human emotion is growing rapidly with the need for human-like customer service without constant human interaction, conducting market research, monitoring opinions on social media, and so on. One model that is often used for this sentiment detection is a recurrent neural network with long short-term memory. Another, newer model that can be used is a temporal convolutional network, but the differences between these two models are under-researched. The goal of this project is to apply these models and compare their performance when detecting sentiment. This will provide some guidance to programmers, allowing them to be more aware of the implications of implementing one model over the other. We find that overall, a temporal convolutional network outperforms the recurrent neural network with long short-term memory for sentiment analysis; our temporal convolutional network achieves 72% accuracy when detecting sentiment." @default.
- W4380303313 created "2023-06-13" @default.
- W4380303313 creator A5069516512 @default.
- W4380303313 creator A5072696208 @default.
- W4380303313 creator A5087582669 @default.
- W4380303313 creator A5092142560 @default.
- W4380303313 date "2023-04-12" @default.
- W4380303313 modified "2023-09-25" @default.
- W4380303313 title "Comparison of Long Short-Term Memory Networks and Temporal Convolutional Networks for Sentiment Analysis" @default.
- W4380303313 cites W2550143307 @default.
- W4380303313 cites W2934853022 @default.
- W4380303313 cites W3088709138 @default.
- W4380303313 cites W3129702347 @default.
- W4380303313 cites W3159522174 @default.
- W4380303313 cites W4205438547 @default.
- W4380303313 cites W4252964886 @default.
- W4380303313 doi "https://doi.org/10.1145/3564746.3587000" @default.
- W4380303313 hasPublicationYear "2023" @default.
- W4380303313 type Work @default.
- W4380303313 citedByCount "0" @default.
- W4380303313 crossrefType "proceedings-article" @default.
- W4380303313 hasAuthorship W4380303313A5069516512 @default.
- W4380303313 hasAuthorship W4380303313A5072696208 @default.
- W4380303313 hasAuthorship W4380303313A5087582669 @default.
- W4380303313 hasAuthorship W4380303313A5092142560 @default.
- W4380303313 hasBestOaLocation W43803033131 @default.
- W4380303313 hasConcept C119857082 @default.
- W4380303313 hasConcept C121332964 @default.
- W4380303313 hasConcept C133488467 @default.
- W4380303313 hasConcept C147168706 @default.
- W4380303313 hasConcept C154945302 @default.
- W4380303313 hasConcept C41008148 @default.
- W4380303313 hasConcept C50644808 @default.
- W4380303313 hasConcept C61797465 @default.
- W4380303313 hasConcept C62520636 @default.
- W4380303313 hasConcept C66402592 @default.
- W4380303313 hasConcept C81363708 @default.
- W4380303313 hasConceptScore W4380303313C119857082 @default.
- W4380303313 hasConceptScore W4380303313C121332964 @default.
- W4380303313 hasConceptScore W4380303313C133488467 @default.
- W4380303313 hasConceptScore W4380303313C147168706 @default.
- W4380303313 hasConceptScore W4380303313C154945302 @default.
- W4380303313 hasConceptScore W4380303313C41008148 @default.
- W4380303313 hasConceptScore W4380303313C50644808 @default.
- W4380303313 hasConceptScore W4380303313C61797465 @default.
- W4380303313 hasConceptScore W4380303313C62520636 @default.
- W4380303313 hasConceptScore W4380303313C66402592 @default.
- W4380303313 hasConceptScore W4380303313C81363708 @default.
- W4380303313 hasLocation W43803033131 @default.
- W4380303313 hasOpenAccess W4380303313 @default.
- W4380303313 hasPrimaryLocation W43803033131 @default.
- W4380303313 hasRelatedWork W2337926734 @default.
- W4380303313 hasRelatedWork W2725952090 @default.
- W4380303313 hasRelatedWork W3027997911 @default.
- W4380303313 hasRelatedWork W3192794374 @default.
- W4380303313 hasRelatedWork W3214973351 @default.
- W4380303313 hasRelatedWork W4287776258 @default.
- W4380303313 hasRelatedWork W4327531511 @default.
- W4380303313 hasRelatedWork W4327831767 @default.
- W4380303313 hasRelatedWork W4362613237 @default.
- W4380303313 hasRelatedWork W1629725936 @default.
- W4380303313 isParatext "false" @default.
- W4380303313 isRetracted "false" @default.
- W4380303313 workType "article" @default.