Matches in SemOpenAlex for { <https://semopenalex.org/work/W3117991374> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3117991374 endingPage "280" @default.
- W3117991374 startingPage "264" @default.
- W3117991374 abstract "Abstract Data trading has attracted increasing attention over the years as a cost-effective business paradigm, probably producing a tremendous amount of economic value. However, the study of query-based trading in the user data market is still in the initial stage. To design a practical user data trading mechanism, we have to consider three major challenges: privacy concern, compensation cost minimization and revenue maximization in a Bayesian environment. By jointly considering these challenges, we propose a profit-maximizing mechanism for user data trading with personalized differential privacy, called READ, which comprised two components, READ-COST for cost minimization and READ-REV for revenue maximization. Especially, READ adopts personalized differential privacy to satisfy each data owner’s diverse privacy preferences. READ-COST greedily selects the most cost-effective data owner to achieve the sub-optimal data query cost. Given this query cost, READ-REV calculates the maximum expected revenue in a Bayesian setting. Through rigorous theoretical analysis and real-data based experiments, we demonstrate that READ achieves all desired properties and approaches the optimal profit." @default.
- W3117991374 created "2021-01-05" @default.
- W3117991374 creator A5012589427 @default.
- W3117991374 creator A5047138645 @default.
- W3117991374 creator A5075404906 @default.
- W3117991374 creator A5081759167 @default.
- W3117991374 date "2020-12-22" @default.
- W3117991374 modified "2023-10-17" @default.
- W3117991374 title "A Profit-maximizing Mechanism for Query-based Data Trading with Personalized Differential Privacy" @default.
- W3117991374 cites W2029050771 @default.
- W3117991374 cites W2029828838 @default.
- W3117991374 cites W2055633552 @default.
- W3117991374 cites W2069815504 @default.
- W3117991374 cites W2080217302 @default.
- W3117991374 cites W2097427281 @default.
- W3117991374 cites W2110870121 @default.
- W3117991374 cites W2139902204 @default.
- W3117991374 cites W2165813048 @default.
- W3117991374 cites W2311311203 @default.
- W3117991374 cites W2334793245 @default.
- W3117991374 cites W2580589488 @default.
- W3117991374 cites W2734426755 @default.
- W3117991374 cites W2769835638 @default.
- W3117991374 cites W2781077502 @default.
- W3117991374 cites W2949797317 @default.
- W3117991374 doi "https://doi.org/10.1093/comjnl/bxaa157" @default.
- W3117991374 hasPublicationYear "2020" @default.
- W3117991374 type Work @default.
- W3117991374 sameAs 3117991374 @default.
- W3117991374 citedByCount "5" @default.
- W3117991374 countsByYear W31179913742021 @default.
- W3117991374 countsByYear W31179913742022 @default.
- W3117991374 countsByYear W31179913742023 @default.
- W3117991374 crossrefType "journal-article" @default.
- W3117991374 hasAuthorship W3117991374A5012589427 @default.
- W3117991374 hasAuthorship W3117991374A5047138645 @default.
- W3117991374 hasAuthorship W3117991374A5075404906 @default.
- W3117991374 hasAuthorship W3117991374A5081759167 @default.
- W3117991374 hasConcept C10138342 @default.
- W3117991374 hasConcept C107673813 @default.
- W3117991374 hasConcept C124101348 @default.
- W3117991374 hasConcept C126255220 @default.
- W3117991374 hasConcept C136764020 @default.
- W3117991374 hasConcept C144133560 @default.
- W3117991374 hasConcept C147764199 @default.
- W3117991374 hasConcept C153517567 @default.
- W3117991374 hasConcept C154945302 @default.
- W3117991374 hasConcept C162324750 @default.
- W3117991374 hasConcept C175444787 @default.
- W3117991374 hasConcept C181622380 @default.
- W3117991374 hasConcept C195487862 @default.
- W3117991374 hasConcept C23130292 @default.
- W3117991374 hasConcept C2776330181 @default.
- W3117991374 hasConcept C2777780509 @default.
- W3117991374 hasConcept C33923547 @default.
- W3117991374 hasConcept C41008148 @default.
- W3117991374 hasConceptScore W3117991374C10138342 @default.
- W3117991374 hasConceptScore W3117991374C107673813 @default.
- W3117991374 hasConceptScore W3117991374C124101348 @default.
- W3117991374 hasConceptScore W3117991374C126255220 @default.
- W3117991374 hasConceptScore W3117991374C136764020 @default.
- W3117991374 hasConceptScore W3117991374C144133560 @default.
- W3117991374 hasConceptScore W3117991374C147764199 @default.
- W3117991374 hasConceptScore W3117991374C153517567 @default.
- W3117991374 hasConceptScore W3117991374C154945302 @default.
- W3117991374 hasConceptScore W3117991374C162324750 @default.
- W3117991374 hasConceptScore W3117991374C175444787 @default.
- W3117991374 hasConceptScore W3117991374C181622380 @default.
- W3117991374 hasConceptScore W3117991374C195487862 @default.
- W3117991374 hasConceptScore W3117991374C23130292 @default.
- W3117991374 hasConceptScore W3117991374C2776330181 @default.
- W3117991374 hasConceptScore W3117991374C2777780509 @default.
- W3117991374 hasConceptScore W3117991374C33923547 @default.
- W3117991374 hasConceptScore W3117991374C41008148 @default.
- W3117991374 hasFunder F4320321001 @default.
- W3117991374 hasFunder F4320321885 @default.
- W3117991374 hasIssue "2" @default.
- W3117991374 hasLocation W31179913741 @default.
- W3117991374 hasOpenAccess W3117991374 @default.
- W3117991374 hasPrimaryLocation W31179913741 @default.
- W3117991374 hasRelatedWork W1945421407 @default.
- W3117991374 hasRelatedWork W2098657810 @default.
- W3117991374 hasRelatedWork W2325342700 @default.
- W3117991374 hasRelatedWork W2372429693 @default.
- W3117991374 hasRelatedWork W2372972747 @default.
- W3117991374 hasRelatedWork W2575316338 @default.
- W3117991374 hasRelatedWork W2610433150 @default.
- W3117991374 hasRelatedWork W3107026948 @default.
- W3117991374 hasRelatedWork W3117991374 @default.
- W3117991374 hasRelatedWork W4311775142 @default.
- W3117991374 hasVolume "64" @default.
- W3117991374 isParatext "false" @default.
- W3117991374 isRetracted "false" @default.
- W3117991374 magId "3117991374" @default.
- W3117991374 workType "article" @default.