Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225574055> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4225574055 endingPage "197" @default.
- W4225574055 startingPage "188" @default.
- W4225574055 abstract "AbstractAutomatic book genre classification is a hard task as it requires the whole book’s content or a high-quality summary, which is challenging to write automatically. On the other hand, online reviews are an accessible resource for readers to evaluate a book or even get a general sense about it, including its genre. As the amount of book reviews is always increasing, using such information to genre classification needs a robust solution to deal with high volumes of data. In such a context, we introduce a model for automatically classifying book genres by analyzing online text reviews. We build a dataset of compiled texts from online book reviews. Then, we use multiple machine learning algorithms to categorize a book into a specific genre. Such a process enables to compare algorithms and detect the best classifiers. Hence, the most efficient machine learning algorithm completed the task with an accuracy of 96%; i.e., the proposed model is convenient for various information retrieval systems due to its high certainty and efficiency.KeywordsText classificationBook genre classificationOnline reviewsMulticlass classification" @default.
- W4225574055 created "2022-05-05" @default.
- W4225574055 creator A5015343789 @default.
- W4225574055 creator A5023263781 @default.
- W4225574055 creator A5035882771 @default.
- W4225574055 creator A5055423563 @default.
- W4225574055 date "2022-01-01" @default.
- W4225574055 modified "2023-10-17" @default.
- W4225574055 title "Book Genre Classification Based on Reviews of Portuguese-Language Literature" @default.
- W4225574055 cites W2091273188 @default.
- W4225574055 cites W2214210806 @default.
- W4225574055 cites W2754191504 @default.
- W4225574055 cites W2754437469 @default.
- W4225574055 cites W2888408395 @default.
- W4225574055 cites W2972271663 @default.
- W4225574055 cites W3090882127 @default.
- W4225574055 cites W3099809139 @default.
- W4225574055 cites W3120730371 @default.
- W4225574055 cites W3183528680 @default.
- W4225574055 cites W3207661137 @default.
- W4225574055 cites W3209830564 @default.
- W4225574055 cites W4232619139 @default.
- W4225574055 cites W2051034865 @default.
- W4225574055 doi "https://doi.org/10.1007/978-3-030-98305-5_18" @default.
- W4225574055 hasPublicationYear "2022" @default.
- W4225574055 type Work @default.
- W4225574055 citedByCount "0" @default.
- W4225574055 crossrefType "book-chapter" @default.
- W4225574055 hasAuthorship W4225574055A5015343789 @default.
- W4225574055 hasAuthorship W4225574055A5023263781 @default.
- W4225574055 hasAuthorship W4225574055A5035882771 @default.
- W4225574055 hasAuthorship W4225574055A5055423563 @default.
- W4225574055 hasConcept C119857082 @default.
- W4225574055 hasConcept C138885662 @default.
- W4225574055 hasConcept C151730666 @default.
- W4225574055 hasConcept C154945302 @default.
- W4225574055 hasConcept C162324750 @default.
- W4225574055 hasConcept C187736073 @default.
- W4225574055 hasConcept C204321447 @default.
- W4225574055 hasConcept C23123220 @default.
- W4225574055 hasConcept C2779343474 @default.
- W4225574055 hasConcept C2780451532 @default.
- W4225574055 hasConcept C2986744138 @default.
- W4225574055 hasConcept C35219183 @default.
- W4225574055 hasConcept C41008148 @default.
- W4225574055 hasConcept C41895202 @default.
- W4225574055 hasConcept C86803240 @default.
- W4225574055 hasConcept C94124525 @default.
- W4225574055 hasConceptScore W4225574055C119857082 @default.
- W4225574055 hasConceptScore W4225574055C138885662 @default.
- W4225574055 hasConceptScore W4225574055C151730666 @default.
- W4225574055 hasConceptScore W4225574055C154945302 @default.
- W4225574055 hasConceptScore W4225574055C162324750 @default.
- W4225574055 hasConceptScore W4225574055C187736073 @default.
- W4225574055 hasConceptScore W4225574055C204321447 @default.
- W4225574055 hasConceptScore W4225574055C23123220 @default.
- W4225574055 hasConceptScore W4225574055C2779343474 @default.
- W4225574055 hasConceptScore W4225574055C2780451532 @default.
- W4225574055 hasConceptScore W4225574055C2986744138 @default.
- W4225574055 hasConceptScore W4225574055C35219183 @default.
- W4225574055 hasConceptScore W4225574055C41008148 @default.
- W4225574055 hasConceptScore W4225574055C41895202 @default.
- W4225574055 hasConceptScore W4225574055C86803240 @default.
- W4225574055 hasConceptScore W4225574055C94124525 @default.
- W4225574055 hasLocation W42255740551 @default.
- W4225574055 hasOpenAccess W4225574055 @default.
- W4225574055 hasPrimaryLocation W42255740551 @default.
- W4225574055 hasRelatedWork W1607839343 @default.
- W4225574055 hasRelatedWork W2081647779 @default.
- W4225574055 hasRelatedWork W2126502509 @default.
- W4225574055 hasRelatedWork W2262858430 @default.
- W4225574055 hasRelatedWork W22906612 @default.
- W4225574055 hasRelatedWork W2365213443 @default.
- W4225574055 hasRelatedWork W2383115631 @default.
- W4225574055 hasRelatedWork W3107474891 @default.
- W4225574055 hasRelatedWork W647665026 @default.
- W4225574055 hasRelatedWork W1793353708 @default.
- W4225574055 isParatext "false" @default.
- W4225574055 isRetracted "false" @default.
- W4225574055 workType "book-chapter" @default.