Matches in SemOpenAlex for { <https://semopenalex.org/work/W1900548286> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W1900548286 endingPage "251" @default.
- W1900548286 startingPage "246" @default.
- W1900548286 abstract "The assessment of semantic similarity between terms is one of the challenging tasks in knowledge-based applications, such as multimedia retrieval, automatic service discovery and emotion mining. By means of similarity estimation, the comprehension of textual resources can become more feasible and accurate. Some studies have proposed the integration of various assessment methods for taking advantage of different semantic resources, but most of them simply employ average operation or regression training. In this paper, we address this problem by combining the corpus-based similarity methods with the WordNet-based methods based on a differential evolution (DE) algorithm. Specifically, this DE-based approach conducts similarity assessment in a continuous vector space. It is validated against a variety of similarity approaches on multiple benchmark datasets. Empirical results demonstrate that our approach outperforms existing works and more conforms to the human judgement of similarity. The results also prove the expressiveness of continuous vectors learned from neural network on latent lexical semantics." @default.
- W1900548286 created "2016-06-24" @default.
- W1900548286 creator A5014235961 @default.
- W1900548286 creator A5063069550 @default.
- W1900548286 creator A5085777018 @default.
- W1900548286 creator A5086262439 @default.
- W1900548286 date "2015-12-01" @default.
- W1900548286 modified "2023-10-09" @default.
- W1900548286 title "Semantic Similarity Assessment Using Differential Evolution Algorithm in Continuous Vector Space" @default.
- W1900548286 cites W1595159159 @default.
- W1900548286 cites W1662133657 @default.
- W1900548286 cites W1978697738 @default.
- W1900548286 cites W2026487812 @default.
- W1900548286 cites W2036762380 @default.
- W1900548286 cites W2039057843 @default.
- W1900548286 cites W2039326541 @default.
- W1900548286 cites W2060505622 @default.
- W1900548286 cites W2065602513 @default.
- W1900548286 cites W2070921031 @default.
- W1900548286 cites W2080100102 @default.
- W1900548286 cites W2081580037 @default.
- W1900548286 cites W2103318667 @default.
- W1900548286 cites W2156194072 @default.
- W1900548286 cites W2170682101 @default.
- W1900548286 cites W2250539671 @default.
- W1900548286 cites W2251117789 @default.
- W1900548286 cites W2251143283 @default.
- W1900548286 cites W2251145153 @default.
- W1900548286 cites W2251253014 @default.
- W1900548286 cites W3216404684 @default.
- W1900548286 doi "https://doi.org/10.1016/j.jvlc.2015.10.015" @default.
- W1900548286 hasPublicationYear "2015" @default.
- W1900548286 type Work @default.
- W1900548286 sameAs 1900548286 @default.
- W1900548286 citedByCount "8" @default.
- W1900548286 countsByYear W19005482862017 @default.
- W1900548286 countsByYear W19005482862019 @default.
- W1900548286 countsByYear W19005482862020 @default.
- W1900548286 countsByYear W19005482862021 @default.
- W1900548286 crossrefType "journal-article" @default.
- W1900548286 hasAuthorship W1900548286A5014235961 @default.
- W1900548286 hasAuthorship W1900548286A5063069550 @default.
- W1900548286 hasAuthorship W1900548286A5085777018 @default.
- W1900548286 hasAuthorship W1900548286A5086262439 @default.
- W1900548286 hasConcept C103278499 @default.
- W1900548286 hasConcept C115961682 @default.
- W1900548286 hasConcept C119857082 @default.
- W1900548286 hasConcept C12267149 @default.
- W1900548286 hasConcept C124101348 @default.
- W1900548286 hasConcept C130318100 @default.
- W1900548286 hasConcept C13280743 @default.
- W1900548286 hasConcept C154945302 @default.
- W1900548286 hasConcept C157659113 @default.
- W1900548286 hasConcept C184337299 @default.
- W1900548286 hasConcept C185798385 @default.
- W1900548286 hasConcept C199360897 @default.
- W1900548286 hasConcept C204321447 @default.
- W1900548286 hasConcept C205649164 @default.
- W1900548286 hasConcept C23123220 @default.
- W1900548286 hasConcept C41008148 @default.
- W1900548286 hasConcept C89686163 @default.
- W1900548286 hasConceptScore W1900548286C103278499 @default.
- W1900548286 hasConceptScore W1900548286C115961682 @default.
- W1900548286 hasConceptScore W1900548286C119857082 @default.
- W1900548286 hasConceptScore W1900548286C12267149 @default.
- W1900548286 hasConceptScore W1900548286C124101348 @default.
- W1900548286 hasConceptScore W1900548286C130318100 @default.
- W1900548286 hasConceptScore W1900548286C13280743 @default.
- W1900548286 hasConceptScore W1900548286C154945302 @default.
- W1900548286 hasConceptScore W1900548286C157659113 @default.
- W1900548286 hasConceptScore W1900548286C184337299 @default.
- W1900548286 hasConceptScore W1900548286C185798385 @default.
- W1900548286 hasConceptScore W1900548286C199360897 @default.
- W1900548286 hasConceptScore W1900548286C204321447 @default.
- W1900548286 hasConceptScore W1900548286C205649164 @default.
- W1900548286 hasConceptScore W1900548286C23123220 @default.
- W1900548286 hasConceptScore W1900548286C41008148 @default.
- W1900548286 hasConceptScore W1900548286C89686163 @default.
- W1900548286 hasFunder F4320321001 @default.
- W1900548286 hasLocation W19005482861 @default.
- W1900548286 hasOpenAccess W1900548286 @default.
- W1900548286 hasPrimaryLocation W19005482861 @default.
- W1900548286 hasRelatedWork W1020482675 @default.
- W1900548286 hasRelatedWork W1979325497 @default.
- W1900548286 hasRelatedWork W2132767156 @default.
- W1900548286 hasRelatedWork W2160266024 @default.
- W1900548286 hasRelatedWork W2529667321 @default.
- W1900548286 hasRelatedWork W2564015900 @default.
- W1900548286 hasRelatedWork W2963829519 @default.
- W1900548286 hasRelatedWork W2973405220 @default.
- W1900548286 hasRelatedWork W3037446375 @default.
- W1900548286 hasRelatedWork W4230743089 @default.
- W1900548286 hasVolume "31" @default.
- W1900548286 isParatext "false" @default.
- W1900548286 isRetracted "false" @default.
- W1900548286 magId "1900548286" @default.
- W1900548286 workType "article" @default.