FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385300689> ?p ?o ?g. }

• W4385300689 abstract "Securing their users’ privacy is a central duty of Online Social Networks (OSN), but the complex non-linear effects of social media content on privacy is not well understood. We propose a novel framework that integrates XGBoost, Latent Dirichlet Allocation (LDA) topic models and Generalized Additive Models (GAM) to perform statistical inference about the complex non-linear relationship between the topics and privacy of tweets. First, XGBoost is used to predict the privacy of tweets. Then, the predictions are improved by analyzing the classified tweets with LDA topic models. Finally, we model the nonlinear relationship between topics and privacy with GAMs by using (penalized) splines. Instead of being limited to predictive modeling, our approach enables us to model the non-linear relationship between latent topics and the privacy of tweets." @default.
• W4385300689 created "2023-07-28" @default.
• W4385300689 creator A5007902286 @default.
• W4385300689 creator A5009871877 @default.
• W4385300689 creator A5016630281 @default.
• W4385300689 creator A5054634735 @default.
• W4385300689 creator A5058153873 @default.
• W4385300689 creator A5072354705 @default.
• W4385300689 date "2022-12-01" @default.
• W4385300689 modified "2023-10-15" @default.
• W4385300689 title "Privacy Estimation on Twitter: Modelling the Effect of Latent Topics on Privacy by Integrating XGBoost, Topic and Generalized Additive Models" @default.
• W4385300689 cites W1967689022 @default.
• W4385300689 cites W1993722065 @default.
• W4385300689 cites W2000084758 @default.
• W4385300689 cites W2004192095 @default.
• W4385300689 cites W2004710253 @default.
• W4385300689 cites W2009499611 @default.
• W4385300689 cites W2017396468 @default.
• W4385300689 cites W2024046085 @default.
• W4385300689 cites W2043634903 @default.
• W4385300689 cites W2063397738 @default.
• W4385300689 cites W2098070052 @default.
• W4385300689 cites W2099813784 @default.
• W4385300689 cites W2101134846 @default.
• W4385300689 cites W2109426455 @default.
• W4385300689 cites W2110156460 @default.
• W4385300689 cites W2110767824 @default.
• W4385300689 cites W2119160928 @default.
• W4385300689 cites W2120084270 @default.
• W4385300689 cites W2136486572 @default.
• W4385300689 cites W2154685734 @default.
• W4385300689 cites W2155071529 @default.
• W4385300689 cites W2159024459 @default.
• W4385300689 cites W2160107125 @default.
• W4385300689 cites W2160170318 @default.
• W4385300689 cites W2166323020 @default.
• W4385300689 cites W2337236552 @default.
• W4385300689 cites W2339383346 @default.
• W4385300689 cites W2582257841 @default.
• W4385300689 cites W2602253144 @default.
• W4385300689 cites W2781335750 @default.
• W4385300689 cites W2905372988 @default.
• W4385300689 cites W2907949471 @default.
• W4385300689 cites W2963223838 @default.
• W4385300689 cites W2966723430 @default.
• W4385300689 cites W3004615930 @default.
• W4385300689 cites W3030907323 @default.
• W4385300689 cites W3096236010 @default.
• W4385300689 cites W3102476541 @default.
• W4385300689 cites W3109303029 @default.
• W4385300689 cites W3121518240 @default.
• W4385300689 cites W3132235657 @default.
• W4385300689 cites W3136098199 @default.
• W4385300689 cites W4237210482 @default.
• W4385300689 cites W4248624814 @default.
• W4385300689 cites W4283450182 @default.
• W4385300689 cites W4297957988 @default.
• W4385300689 doi "https://doi.org/10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00365" @default.
• W4385300689 hasPublicationYear "2022" @default.
• W4385300689 type Work @default.
• W4385300689 citedByCount "0" @default.
• W4385300689 crossrefType "proceedings-article" @default.
• W4385300689 hasAuthorship W4385300689A5007902286 @default.
• W4385300689 hasAuthorship W4385300689A5009871877 @default.
• W4385300689 hasAuthorship W4385300689A5016630281 @default.
• W4385300689 hasAuthorship W4385300689A5054634735 @default.
• W4385300689 hasAuthorship W4385300689A5058153873 @default.
• W4385300689 hasAuthorship W4385300689A5072354705 @default.
• W4385300689 hasConcept C108827166 @default.
• W4385300689 hasConcept C119857082 @default.
• W4385300689 hasConcept C123201435 @default.
• W4385300689 hasConcept C124101348 @default.
• W4385300689 hasConcept C136764020 @default.
• W4385300689 hasConcept C154945302 @default.
• W4385300689 hasConcept C171686336 @default.
• W4385300689 hasConcept C194648359 @default.
• W4385300689 hasConcept C2776214188 @default.
• W4385300689 hasConcept C41008148 @default.
• W4385300689 hasConcept C500882744 @default.
• W4385300689 hasConcept C518677369 @default.
• W4385300689 hasConcept C67186912 @default.
• W4385300689 hasConcept C77088390 @default.
• W4385300689 hasConceptScore W4385300689C108827166 @default.
• W4385300689 hasConceptScore W4385300689C119857082 @default.
• W4385300689 hasConceptScore W4385300689C123201435 @default.
• W4385300689 hasConceptScore W4385300689C124101348 @default.
• W4385300689 hasConceptScore W4385300689C136764020 @default.
• W4385300689 hasConceptScore W4385300689C154945302 @default.
• W4385300689 hasConceptScore W4385300689C171686336 @default.
• W4385300689 hasConceptScore W4385300689C194648359 @default.
• W4385300689 hasConceptScore W4385300689C2776214188 @default.
• W4385300689 hasConceptScore W4385300689C41008148 @default.
• W4385300689 hasConceptScore W4385300689C500882744 @default.
• W4385300689 hasConceptScore W4385300689C518677369 @default.
• W4385300689 hasConceptScore W4385300689C67186912 @default.
• W4385300689 hasConceptScore W4385300689C77088390 @default.
• W4385300689 hasFunder F4320320879 @default.
• W4385300689 hasLocation W43853006891 @default.
• W4385300689 hasOpenAccess W4385300689 @default.
• W4385300689 hasPrimaryLocation W43853006891 @default.

• next