FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2584736764> ?p ?o ?g. }

• W2584736764 abstract "Unprecedented volumes of location-based information have been produced as a result of the widespread adoption of social network applications and GPS-enabled devices and sensors. Publication of such location data can provide valuable resources for researchers and government agencies in applications ranging from near real-time population-wide health monitoring to planning for future cities. However, such data hold personally identifying information, which gives rise to many privacy issues. There is thus a pressing need for ways to restrict this inherently identifying location-related information, however ideally we would like to preserve the utility of the data. Importantly, any such solution has to be scalable to large population-wide data scenarios. To tackle this, we introduce a novel differentially private hierarchical location sanitization (DPHLS) approach based on the concept “(α, r)-dataset” implemented through a Variable Order Mobility Markov Model (VO3M). We show how this system allows individual locations in personal trajectories to be protected using selection and frequency perturbation mechanisms using the “(α, r)-dataset”, leveraging past (published) location histories to obfuscate the user location in a flexible and controllable manner. The effectiveness and efficiency of the proposed solution is evaluated through the big data experiments that have been carried out using an OpenStack-based Cloud and Apache Sparkbased platform utilising large-scale social media trajectories. The experimental results suggest that the privacy publication algorithm can successfully scale to big data scenarios whilst retaining the utility of the datasets (trajectories) and preserving individual user privacy." @default.
• W2584736764 created "2017-02-10" @default.
• W2584736764 creator A5002386793 @default.
• W2584736764 creator A5003112032 @default.
• W2584736764 creator A5082256444 @default.
• W2584736764 date "2016-12-01" @default.
• W2584736764 modified "2023-10-08" @default.
• W2584736764 title "Protecting the location privacy of mobile social media users" @default.
• W2584736764 cites W1529290053 @default.
• W2584736764 cites W182697965 @default.
• W2584736764 cites W1873763122 @default.
• W2584736764 cites W1964461063 @default.
• W2584736764 cites W1990503647 @default.
• W2584736764 cites W1995407638 @default.
• W2584736764 cites W2001347093 @default.
• W2584736764 cites W2015569667 @default.
• W2584736764 cites W2072237376 @default.
• W2584736764 cites W2076675165 @default.
• W2584736764 cites W2082894754 @default.
• W2584736764 cites W2108215372 @default.
• W2584736764 cites W2158790265 @default.
• W2584736764 cites W2161628678 @default.
• W2584736764 cites W2169082916 @default.
• W2584736764 cites W2245706161 @default.
• W2584736764 cites W3104314953 @default.
• W2584736764 cites W99841510 @default.
• W2584736764 doi "https://doi.org/10.1109/bigdata.2016.7840718" @default.
• W2584736764 hasPublicationYear "2016" @default.
• W2584736764 type Work @default.
• W2584736764 sameAs 2584736764 @default.
• W2584736764 citedByCount "7" @default.
• W2584736764 countsByYear W25847367642016 @default.
• W2584736764 countsByYear W25847367642017 @default.
• W2584736764 countsByYear W25847367642019 @default.
• W2584736764 countsByYear W25847367642021 @default.
• W2584736764 countsByYear W25847367642023 @default.
• W2584736764 crossrefType "proceedings-article" @default.
• W2584736764 hasAuthorship W2584736764A5002386793 @default.
• W2584736764 hasAuthorship W2584736764A5003112032 @default.
• W2584736764 hasAuthorship W2584736764A5082256444 @default.
• W2584736764 hasConcept C111919701 @default.
• W2584736764 hasConcept C123201435 @default.
• W2584736764 hasConcept C124101348 @default.
• W2584736764 hasConcept C136764020 @default.
• W2584736764 hasConcept C144024400 @default.
• W2584736764 hasConcept C149923435 @default.
• W2584736764 hasConcept C155292070 @default.
• W2584736764 hasConcept C186967261 @default.
• W2584736764 hasConcept C2522767166 @default.
• W2584736764 hasConcept C2779208394 @default.
• W2584736764 hasConcept C2908647359 @default.
• W2584736764 hasConcept C31258907 @default.
• W2584736764 hasConcept C38652104 @default.
• W2584736764 hasConcept C41008148 @default.
• W2584736764 hasConcept C48044578 @default.
• W2584736764 hasConcept C518677369 @default.
• W2584736764 hasConcept C60229501 @default.
• W2584736764 hasConcept C75684735 @default.
• W2584736764 hasConcept C76155785 @default.
• W2584736764 hasConcept C77088390 @default.
• W2584736764 hasConcept C79974875 @default.
• W2584736764 hasConcept C99221444 @default.
• W2584736764 hasConceptScore W2584736764C111919701 @default.
• W2584736764 hasConceptScore W2584736764C123201435 @default.
• W2584736764 hasConceptScore W2584736764C124101348 @default.
• W2584736764 hasConceptScore W2584736764C136764020 @default.
• W2584736764 hasConceptScore W2584736764C144024400 @default.
• W2584736764 hasConceptScore W2584736764C149923435 @default.
• W2584736764 hasConceptScore W2584736764C155292070 @default.
• W2584736764 hasConceptScore W2584736764C186967261 @default.
• W2584736764 hasConceptScore W2584736764C2522767166 @default.
• W2584736764 hasConceptScore W2584736764C2779208394 @default.
• W2584736764 hasConceptScore W2584736764C2908647359 @default.
• W2584736764 hasConceptScore W2584736764C31258907 @default.
• W2584736764 hasConceptScore W2584736764C38652104 @default.
• W2584736764 hasConceptScore W2584736764C41008148 @default.
• W2584736764 hasConceptScore W2584736764C48044578 @default.
• W2584736764 hasConceptScore W2584736764C518677369 @default.
• W2584736764 hasConceptScore W2584736764C60229501 @default.
• W2584736764 hasConceptScore W2584736764C75684735 @default.
• W2584736764 hasConceptScore W2584736764C76155785 @default.
• W2584736764 hasConceptScore W2584736764C77088390 @default.
• W2584736764 hasConceptScore W2584736764C79974875 @default.
• W2584736764 hasConceptScore W2584736764C99221444 @default.
• W2584736764 hasLocation W25847367641 @default.
• W2584736764 hasOpenAccess W2584736764 @default.
• W2584736764 hasPrimaryLocation W25847367641 @default.
• W2584736764 hasRelatedWork W2030634827 @default.
• W2584736764 hasRelatedWork W2130151420 @default.
• W2584736764 hasRelatedWork W2274254580 @default.
• W2584736764 hasRelatedWork W2792245305 @default.
• W2584736764 hasRelatedWork W2895312194 @default.
• W2584736764 hasRelatedWork W2910780475 @default.
• W2584736764 hasRelatedWork W2969850352 @default.
• W2584736764 hasRelatedWork W3007461511 @default.
• W2584736764 hasRelatedWork W4211081525 @default.
• W2584736764 hasRelatedWork W4299638067 @default.
• W2584736764 isParatext "false" @default.
• W2584736764 isRetracted "false" @default.
• W2584736764 magId "2584736764" @default.

• next