Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287811852> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4287811852 abstract "Cultures across the world are distinguished by the idiosyncratic patterns in their cuisines. These cuisines are characterized in terms of their substructures such as ingredients, cooking processes and utensils. A complex fusion of these substructures intrinsic to a region defines the identity of a cuisine. Accurate classification of cuisines based on their culinary features is an outstanding problem and has hitherto been attempted to solve by accounting for ingredients of a recipe as features. Previous studies have attempted cuisine classification by using unstructured recipes without accounting for details of cooking techniques. In reality, the cooking processes/techniques and their order are highly significant for the recipe's structure and hence for its classification. In this article, we have implemented a range of classification techniques by accounting for this information on the RecipeDB dataset containing sequential data on recipes. The state-of-the-art RoBERTa model presented the highest accuracy of 73.30% among a range of classification models from Logistic Regression and Naive Bayes to LSTMs and Transformers." @default.
- W4287811852 created "2022-07-26" @default.
- W4287811852 creator A5005245533 @default.
- W4287811852 creator A5023964815 @default.
- W4287811852 creator A5077489735 @default.
- W4287811852 date "2020-04-26" @default.
- W4287811852 modified "2023-09-28" @default.
- W4287811852 title "Classification of Cuisines from Sequentially Structured Recipes" @default.
- W4287811852 doi "https://doi.org/10.48550/arxiv.2004.14165" @default.
- W4287811852 hasPublicationYear "2020" @default.
- W4287811852 type Work @default.
- W4287811852 citedByCount "0" @default.
- W4287811852 crossrefType "posted-content" @default.
- W4287811852 hasAuthorship W4287811852A5005245533 @default.
- W4287811852 hasAuthorship W4287811852A5023964815 @default.
- W4287811852 hasAuthorship W4287811852A5077489735 @default.
- W4287811852 hasBestOaLocation W42878118521 @default.
- W4287811852 hasConcept C119857082 @default.
- W4287811852 hasConcept C12267149 @default.
- W4287811852 hasConcept C124101348 @default.
- W4287811852 hasConcept C127413603 @default.
- W4287811852 hasConcept C146978453 @default.
- W4287811852 hasConcept C151956035 @default.
- W4287811852 hasConcept C153180895 @default.
- W4287811852 hasConcept C154945302 @default.
- W4287811852 hasConcept C166957645 @default.
- W4287811852 hasConcept C204321447 @default.
- W4287811852 hasConcept C204323151 @default.
- W4287811852 hasConcept C205649164 @default.
- W4287811852 hasConcept C2778671685 @default.
- W4287811852 hasConcept C41008148 @default.
- W4287811852 hasConcept C52001869 @default.
- W4287811852 hasConceptScore W4287811852C119857082 @default.
- W4287811852 hasConceptScore W4287811852C12267149 @default.
- W4287811852 hasConceptScore W4287811852C124101348 @default.
- W4287811852 hasConceptScore W4287811852C127413603 @default.
- W4287811852 hasConceptScore W4287811852C146978453 @default.
- W4287811852 hasConceptScore W4287811852C151956035 @default.
- W4287811852 hasConceptScore W4287811852C153180895 @default.
- W4287811852 hasConceptScore W4287811852C154945302 @default.
- W4287811852 hasConceptScore W4287811852C166957645 @default.
- W4287811852 hasConceptScore W4287811852C204321447 @default.
- W4287811852 hasConceptScore W4287811852C204323151 @default.
- W4287811852 hasConceptScore W4287811852C205649164 @default.
- W4287811852 hasConceptScore W4287811852C2778671685 @default.
- W4287811852 hasConceptScore W4287811852C41008148 @default.
- W4287811852 hasConceptScore W4287811852C52001869 @default.
- W4287811852 hasLocation W42878118521 @default.
- W4287811852 hasOpenAccess W4287811852 @default.
- W4287811852 hasPrimaryLocation W42878118521 @default.
- W4287811852 hasRelatedWork W1470425429 @default.
- W4287811852 hasRelatedWork W2595988085 @default.
- W4287811852 hasRelatedWork W2870275235 @default.
- W4287811852 hasRelatedWork W3107474891 @default.
- W4287811852 hasRelatedWork W3107602296 @default.
- W4287811852 hasRelatedWork W3204641204 @default.
- W4287811852 hasRelatedWork W4205958290 @default.
- W4287811852 hasRelatedWork W4280611221 @default.
- W4287811852 hasRelatedWork W4306742369 @default.
- W4287811852 hasRelatedWork W4316082230 @default.
- W4287811852 isParatext "false" @default.
- W4287811852 isRetracted "false" @default.
- W4287811852 workType "article" @default.