Matches in SemOpenAlex for { <https://semopenalex.org/work/W3088691777> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3088691777 endingPage "e11762" @default.
- W3088691777 startingPage "e11762" @default.
- W3088691777 abstract "Part-of-Speech Tagging (POST) is a complex task in the preprocessing of Natural Language Processing applications. Tagging has been tackled from statistical information and rule-based approaches, making use of a range of methods. Most recently, metaheuristic algorithms have gained attention while being used in a wide variety of knowledge areas, with good results. As a result, they were deployed in this research in a POST problem to assign the best sequence of tags (roles) for the words of a sentence based on information statistics. This process was carried out in two cycles, each of them comprised four phases, allowing the adaptation to the tagging problem in metaheuristic algorithms such as Particle Swarm Optimization, Jaya, Random-Restart Hill Climbing, and a memetic algorithm based on Global-Best Harmony Search as a global optimizer, and on Hill Climbing as a local optimizer. In the consolidation of each algorithm, preliminary experiments were carried out (using cross-validation) to adjust the parameters of each algorithm and, thus, evaluate them on the datasets of the complete tagged corpus: IULA (Spanish), Brown (English) and Nasa Yuwe (Nasa). The results obtained by the proposed taggers were compared, and the Friedman and Wilcoxon statistical tests were applied, confirming that the proposed memetic, GBHS Tagger, obtained better results in precision. The proposed taggers make an important contribution to POST for traditional languages (English and Spanish), non-traditional languages (Nasa Yuwe), and their application areas." @default.
- W3088691777 created "2020-10-01" @default.
- W3088691777 creator A5031323872 @default.
- W3088691777 creator A5040092753 @default.
- W3088691777 creator A5054315420 @default.
- W3088691777 creator A5067120004 @default.
- W3088691777 date "2020-09-18" @default.
- W3088691777 modified "2023-10-17" @default.
- W3088691777 title "Adaptation, Comparison, and Improvement of Metaheuristic Algorithms to the Part-of-Speech Tagging Problem" @default.
- W3088691777 doi "https://doi.org/10.19053/01211129.v29.n54.2020.11762" @default.
- W3088691777 hasPublicationYear "2020" @default.
- W3088691777 type Work @default.
- W3088691777 sameAs 3088691777 @default.
- W3088691777 citedByCount "0" @default.
- W3088691777 crossrefType "journal-article" @default.
- W3088691777 hasAuthorship W3088691777A5031323872 @default.
- W3088691777 hasAuthorship W3088691777A5040092753 @default.
- W3088691777 hasAuthorship W3088691777A5054315420 @default.
- W3088691777 hasAuthorship W3088691777A5067120004 @default.
- W3088691777 hasBestOaLocation W30886917771 @default.
- W3088691777 hasConcept C109718341 @default.
- W3088691777 hasConcept C111919701 @default.
- W3088691777 hasConcept C11413529 @default.
- W3088691777 hasConcept C119857082 @default.
- W3088691777 hasConcept C127705205 @default.
- W3088691777 hasConcept C135450995 @default.
- W3088691777 hasConcept C154945302 @default.
- W3088691777 hasConcept C159149176 @default.
- W3088691777 hasConcept C204321447 @default.
- W3088691777 hasConcept C33099171 @default.
- W3088691777 hasConcept C34736171 @default.
- W3088691777 hasConcept C35129592 @default.
- W3088691777 hasConcept C41008148 @default.
- W3088691777 hasConcept C85617194 @default.
- W3088691777 hasConceptScore W3088691777C109718341 @default.
- W3088691777 hasConceptScore W3088691777C111919701 @default.
- W3088691777 hasConceptScore W3088691777C11413529 @default.
- W3088691777 hasConceptScore W3088691777C119857082 @default.
- W3088691777 hasConceptScore W3088691777C127705205 @default.
- W3088691777 hasConceptScore W3088691777C135450995 @default.
- W3088691777 hasConceptScore W3088691777C154945302 @default.
- W3088691777 hasConceptScore W3088691777C159149176 @default.
- W3088691777 hasConceptScore W3088691777C204321447 @default.
- W3088691777 hasConceptScore W3088691777C33099171 @default.
- W3088691777 hasConceptScore W3088691777C34736171 @default.
- W3088691777 hasConceptScore W3088691777C35129592 @default.
- W3088691777 hasConceptScore W3088691777C41008148 @default.
- W3088691777 hasConceptScore W3088691777C85617194 @default.
- W3088691777 hasIssue "54" @default.
- W3088691777 hasLocation W30886917771 @default.
- W3088691777 hasLocation W30886917772 @default.
- W3088691777 hasLocation W30886917773 @default.
- W3088691777 hasOpenAccess W3088691777 @default.
- W3088691777 hasPrimaryLocation W30886917771 @default.
- W3088691777 hasRelatedWork W115040951 @default.
- W3088691777 hasRelatedWork W1996814304 @default.
- W3088691777 hasRelatedWork W2002883893 @default.
- W3088691777 hasRelatedWork W2020157243 @default.
- W3088691777 hasRelatedWork W206150585 @default.
- W3088691777 hasRelatedWork W2790312733 @default.
- W3088691777 hasRelatedWork W2906726620 @default.
- W3088691777 hasRelatedWork W3003450854 @default.
- W3088691777 hasRelatedWork W3088691777 @default.
- W3088691777 hasRelatedWork W3107474891 @default.
- W3088691777 hasVolume "29" @default.
- W3088691777 isParatext "false" @default.
- W3088691777 isRetracted "false" @default.
- W3088691777 magId "3088691777" @default.
- W3088691777 workType "article" @default.