Matches in SemOpenAlex for { <https://semopenalex.org/work/W2283009151> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2283009151 endingPage "1460" @default.
- W2283009151 startingPage "1445" @default.
- W2283009151 abstract "With the rapid growth of user-generated contents online, unsupervised methods which do not need to use labeled training data have become increasingly important in sentiment classification. But the performance of unsupervised methods is unsatisfactory. This is because sentence structure and ambiguit y of sentiment intensity are usually ignored in existing unsupervised methods. To address these problems, we propose a multi-granularity fuzzy computing model which involves two innovations. Firstly, we come up with a multi-granularity computing method to compute sentiment intensity of reviews. To be specific, we deconstruct those reviews into three levels of language units—words, phrases and sentences, and consequently manage to compute the sentiment intensity of reviews by combining rule-based methods and statistic-based methods. Secondly, a fuzzy classifier is constructed to solve the ambiguity of sentiment intensity. Furthermore, two different self-supervised methods using pseudo-labeled training data are proposed to learn the optimum parameters of the fuzzy classifier. Experimental results in four different datasets prove that our model improves 6.25% more accuracy on average than the competitive baselines in sentiment classification of Chinese reviews." @default.
- W2283009151 created "2016-06-24" @default.
- W2283009151 creator A5000497132 @default.
- W2283009151 creator A5003505338 @default.
- W2283009151 creator A5046372765 @default.
- W2283009151 creator A5076458977 @default.
- W2283009151 date "2016-03-01" @default.
- W2283009151 modified "2023-10-14" @default.
- W2283009151 title "A multi-granularity fuzzy computing model for sentiment classification of Chinese reviews" @default.
- W2283009151 cites W1924689489 @default.
- W2283009151 cites W1982865616 @default.
- W2283009151 cites W1987796963 @default.
- W2283009151 cites W2000379787 @default.
- W2283009151 cites W2004214228 @default.
- W2283009151 cites W2018222191 @default.
- W2283009151 cites W2018487515 @default.
- W2283009151 cites W2046385669 @default.
- W2283009151 cites W2060544218 @default.
- W2283009151 cites W2084046180 @default.
- W2283009151 cites W2086277751 @default.
- W2283009151 cites W2094298620 @default.
- W2283009151 cites W2096707493 @default.
- W2283009151 cites W2100897439 @default.
- W2283009151 cites W2111072639 @default.
- W2283009151 cites W2141063789 @default.
- W2283009151 cites W2149684865 @default.
- W2283009151 cites W2150617068 @default.
- W2283009151 cites W2153353890 @default.
- W2283009151 cites W2160250477 @default.
- W2283009151 cites W4205184193 @default.
- W2283009151 cites W4211186029 @default.
- W2283009151 doi "https://doi.org/10.3233/ifs-151853" @default.
- W2283009151 hasPublicationYear "2016" @default.
- W2283009151 type Work @default.
- W2283009151 sameAs 2283009151 @default.
- W2283009151 citedByCount "5" @default.
- W2283009151 countsByYear W22830091512018 @default.
- W2283009151 countsByYear W22830091512019 @default.
- W2283009151 countsByYear W22830091512020 @default.
- W2283009151 countsByYear W22830091512021 @default.
- W2283009151 crossrefType "journal-article" @default.
- W2283009151 hasAuthorship W2283009151A5000497132 @default.
- W2283009151 hasAuthorship W2283009151A5003505338 @default.
- W2283009151 hasAuthorship W2283009151A5046372765 @default.
- W2283009151 hasAuthorship W2283009151A5076458977 @default.
- W2283009151 hasConcept C105795698 @default.
- W2283009151 hasConcept C111919701 @default.
- W2283009151 hasConcept C119857082 @default.
- W2283009151 hasConcept C124101348 @default.
- W2283009151 hasConcept C154945302 @default.
- W2283009151 hasConcept C177774035 @default.
- W2283009151 hasConcept C199360897 @default.
- W2283009151 hasConcept C2777530160 @default.
- W2283009151 hasConcept C2780522230 @default.
- W2283009151 hasConcept C33923547 @default.
- W2283009151 hasConcept C41008148 @default.
- W2283009151 hasConcept C58166 @default.
- W2283009151 hasConcept C66402592 @default.
- W2283009151 hasConcept C89128539 @default.
- W2283009151 hasConcept C95623464 @default.
- W2283009151 hasConceptScore W2283009151C105795698 @default.
- W2283009151 hasConceptScore W2283009151C111919701 @default.
- W2283009151 hasConceptScore W2283009151C119857082 @default.
- W2283009151 hasConceptScore W2283009151C124101348 @default.
- W2283009151 hasConceptScore W2283009151C154945302 @default.
- W2283009151 hasConceptScore W2283009151C177774035 @default.
- W2283009151 hasConceptScore W2283009151C199360897 @default.
- W2283009151 hasConceptScore W2283009151C2777530160 @default.
- W2283009151 hasConceptScore W2283009151C2780522230 @default.
- W2283009151 hasConceptScore W2283009151C33923547 @default.
- W2283009151 hasConceptScore W2283009151C41008148 @default.
- W2283009151 hasConceptScore W2283009151C58166 @default.
- W2283009151 hasConceptScore W2283009151C66402592 @default.
- W2283009151 hasConceptScore W2283009151C89128539 @default.
- W2283009151 hasConceptScore W2283009151C95623464 @default.
- W2283009151 hasIssue "3" @default.
- W2283009151 hasLocation W22830091511 @default.
- W2283009151 hasOpenAccess W2283009151 @default.
- W2283009151 hasPrimaryLocation W22830091511 @default.
- W2283009151 hasRelatedWork W2111572010 @default.
- W2283009151 hasRelatedWork W2741115544 @default.
- W2283009151 hasRelatedWork W2961085424 @default.
- W2283009151 hasRelatedWork W2985866243 @default.
- W2283009151 hasRelatedWork W3192794374 @default.
- W2283009151 hasRelatedWork W4200526184 @default.
- W2283009151 hasRelatedWork W4225694783 @default.
- W2283009151 hasRelatedWork W4285815787 @default.
- W2283009151 hasRelatedWork W4362613237 @default.
- W2283009151 hasRelatedWork W80926688 @default.
- W2283009151 hasVolume "30" @default.
- W2283009151 isParatext "false" @default.
- W2283009151 isRetracted "false" @default.
- W2283009151 magId "2283009151" @default.
- W2283009151 workType "article" @default.