Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387490638> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4387490638 endingPage "1" @default.
- W4387490638 startingPage "1" @default.
- W4387490638 abstract "The increasing popularity of mobile phones has led to an abundance of online reviews, making it challenging for consumers to make well-informed purchasing decisions. This study proposes a novel recommendation system-based mobile phone rating classification approach using federated learning and Term Frequency-Inverse Document Frequency (TF-IDF) features. We created a novel dataset by scraping over 13,000 mobile phone reviews from Flipkart’s website. The proposed approach involves the development of a federated deep neural network (FDNN) to classify the newly created Flipkart dataset. This approach includes data cleaning, balancing, TF-IDF feature extraction, and prediction using federated learning. We employ two clients and one server and conduct three rounds of experiments. The experimental results demonstrate that the proposed approach achieved an accuracy of 96.68% on the aggregated server side while maintaining the security of customer data on their local devices. The proposed approach has the potential to assist consumers in making well-informed purchasing decisions and can be extended to other e-commerce platforms with large datasets of online reviews." @default.
- W4387490638 created "2023-10-11" @default.
- W4387490638 creator A5022474498 @default.
- W4387490638 creator A5030330846 @default.
- W4387490638 creator A5042123158 @default.
- W4387490638 creator A5056044175 @default.
- W4387490638 creator A5069383358 @default.
- W4387490638 creator A5075661449 @default.
- W4387490638 date "2023-01-01" @default.
- W4387490638 modified "2023-10-16" @default.
- W4387490638 title "Privacy Preserved and Decentralized Smartphone Recommendation System" @default.
- W4387490638 doi "https://doi.org/10.1109/tce.2023.3323406" @default.
- W4387490638 hasPublicationYear "2023" @default.
- W4387490638 type Work @default.
- W4387490638 citedByCount "0" @default.
- W4387490638 crossrefType "journal-article" @default.
- W4387490638 hasAuthorship W4387490638A5022474498 @default.
- W4387490638 hasAuthorship W4387490638A5030330846 @default.
- W4387490638 hasAuthorship W4387490638A5042123158 @default.
- W4387490638 hasAuthorship W4387490638A5056044175 @default.
- W4387490638 hasAuthorship W4387490638A5069383358 @default.
- W4387490638 hasAuthorship W4387490638A5075661449 @default.
- W4387490638 hasConcept C119857082 @default.
- W4387490638 hasConcept C124101348 @default.
- W4387490638 hasConcept C136764020 @default.
- W4387490638 hasConcept C138885662 @default.
- W4387490638 hasConcept C154945302 @default.
- W4387490638 hasConcept C15744967 @default.
- W4387490638 hasConcept C162324750 @default.
- W4387490638 hasConcept C186967261 @default.
- W4387490638 hasConcept C21547014 @default.
- W4387490638 hasConcept C26517878 @default.
- W4387490638 hasConcept C2776401178 @default.
- W4387490638 hasConcept C2777421447 @default.
- W4387490638 hasConcept C2778707766 @default.
- W4387490638 hasConcept C2778813691 @default.
- W4387490638 hasConcept C2780586970 @default.
- W4387490638 hasConcept C38652104 @default.
- W4387490638 hasConcept C41008148 @default.
- W4387490638 hasConcept C41895202 @default.
- W4387490638 hasConcept C52622490 @default.
- W4387490638 hasConcept C557471498 @default.
- W4387490638 hasConcept C76155785 @default.
- W4387490638 hasConcept C77805123 @default.
- W4387490638 hasConceptScore W4387490638C119857082 @default.
- W4387490638 hasConceptScore W4387490638C124101348 @default.
- W4387490638 hasConceptScore W4387490638C136764020 @default.
- W4387490638 hasConceptScore W4387490638C138885662 @default.
- W4387490638 hasConceptScore W4387490638C154945302 @default.
- W4387490638 hasConceptScore W4387490638C15744967 @default.
- W4387490638 hasConceptScore W4387490638C162324750 @default.
- W4387490638 hasConceptScore W4387490638C186967261 @default.
- W4387490638 hasConceptScore W4387490638C21547014 @default.
- W4387490638 hasConceptScore W4387490638C26517878 @default.
- W4387490638 hasConceptScore W4387490638C2776401178 @default.
- W4387490638 hasConceptScore W4387490638C2777421447 @default.
- W4387490638 hasConceptScore W4387490638C2778707766 @default.
- W4387490638 hasConceptScore W4387490638C2778813691 @default.
- W4387490638 hasConceptScore W4387490638C2780586970 @default.
- W4387490638 hasConceptScore W4387490638C38652104 @default.
- W4387490638 hasConceptScore W4387490638C41008148 @default.
- W4387490638 hasConceptScore W4387490638C41895202 @default.
- W4387490638 hasConceptScore W4387490638C52622490 @default.
- W4387490638 hasConceptScore W4387490638C557471498 @default.
- W4387490638 hasConceptScore W4387490638C76155785 @default.
- W4387490638 hasConceptScore W4387490638C77805123 @default.
- W4387490638 hasLocation W43874906381 @default.
- W4387490638 hasOpenAccess W4387490638 @default.
- W4387490638 hasPrimaryLocation W43874906381 @default.
- W4387490638 hasRelatedWork W2150182025 @default.
- W4387490638 hasRelatedWork W2418190244 @default.
- W4387490638 hasRelatedWork W3092950680 @default.
- W4387490638 hasRelatedWork W3125580266 @default.
- W4387490638 hasRelatedWork W3197542405 @default.
- W4387490638 hasRelatedWork W4238861846 @default.
- W4387490638 hasRelatedWork W4246980185 @default.
- W4387490638 hasRelatedWork W4317039510 @default.
- W4387490638 hasRelatedWork W4386781444 @default.
- W4387490638 hasRelatedWork W2137338429 @default.
- W4387490638 isParatext "false" @default.
- W4387490638 isRetracted "false" @default.
- W4387490638 workType "article" @default.