FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2157617239> ?p ?o ?g. }

• W2157617239 endingPage "1029" @default.
• W2157617239 startingPage "1018" @default.
• W2157617239 abstract "To answer user queries, a data integration system employs a set of semantic mappings between the mediated schema and the schemas of data sources. In dynamic environments sources often undergo changes that invalidate the mappings. Hence, once the system is deployed, the administrator must monitor it over time, to detect and repair broken mappings. Today such continuous monitoring is extremely labor intensive, and poses a key bottleneck to the widespread deployment of data integration systems in practice.We describe MAVERIC, an automatic solution to detecting broken mappings. At the heart of MAVERIC is a set of computationally inexpensive modules called sensors, which capture salient characteristics of data sources (e.g., value distributions, HTML layout properties). We describe how MAVERIC trains and deploys the sensors to detect broken mappings. Next we develop three novel improvements: perturbation (i.e., injecting artificial changes into the sources) and multi-source training to improve detection accuracy, and filtering to further reduce the number of false alarms. Experiments over 114 real-world sources in six domains demonstrate the effectiveness of our sensor-based approach over existing solutions, as well as the utility of our improvements." @default.
• W2157617239 created "2016-06-24" @default.
• W2157617239 creator A5025817140 @default.
• W2157617239 creator A5036868218 @default.
• W2157617239 creator A5038966811 @default.
• W2157617239 creator A5049307232 @default.
• W2157617239 creator A5053478963 @default.
• W2157617239 creator A5088551093 @default.
• W2157617239 date "2005-08-30" @default.
• W2157617239 modified "2023-09-28" @default.
• W2157617239 title "Mapping maintenance for data integration systems" @default.
• W2157617239 cites W116126926 @default.
• W2157617239 cites W145450961 @default.
• W2157617239 cites W1496929357 @default.
• W2157617239 cites W1553019137 @default.
• W2157617239 cites W1556253886 @default.
• W2157617239 cites W1638026557 @default.
• W2157617239 cites W1879587332 @default.
• W2157617239 cites W1975843001 @default.
• W2157617239 cites W1995746869 @default.
• W2157617239 cites W2000832852 @default.
• W2157617239 cites W2008896880 @default.
• W2157617239 cites W20214369 @default.
• W2157617239 cites W2042389627 @default.
• W2157617239 cites W2059100698 @default.
• W2157617239 cites W2063007776 @default.
• W2157617239 cites W2064988570 @default.
• W2157617239 cites W2066298612 @default.
• W2157617239 cites W2108489852 @default.
• W2157617239 cites W2110686900 @default.
• W2157617239 cites W2115461474 @default.
• W2157617239 cites W2115770258 @default.
• W2157617239 cites W2129113961 @default.
• W2157617239 cites W2132461362 @default.
• W2157617239 cites W2134876510 @default.
• W2157617239 cites W2150365753 @default.
• W2157617239 cites W2161228485 @default.
• W2157617239 cites W2164235596 @default.
• W2157617239 cites W2169262681 @default.
• W2157617239 cites W2172549414 @default.
• W2157617239 cites W2201552871 @default.
• W2157617239 cites W2911380138 @default.
• W2157617239 cites W2912161846 @default.
• W2157617239 cites W42722137 @default.
• W2157617239 cites W4417138 @default.
• W2157617239 hasPublicationYear "2005" @default.
• W2157617239 type Work @default.
• W2157617239 sameAs 2157617239 @default.
• W2157617239 citedByCount "28" @default.
• W2157617239 countsByYear W21576172392014 @default.
• W2157617239 countsByYear W21576172392015 @default.
• W2157617239 countsByYear W21576172392016 @default.
• W2157617239 countsByYear W21576172392018 @default.
• W2157617239 crossrefType "proceedings-article" @default.
• W2157617239 hasAuthorship W2157617239A5025817140 @default.
• W2157617239 hasAuthorship W2157617239A5036868218 @default.
• W2157617239 hasAuthorship W2157617239A5038966811 @default.
• W2157617239 hasAuthorship W2157617239A5049307232 @default.
• W2157617239 hasAuthorship W2157617239A5053478963 @default.
• W2157617239 hasAuthorship W2157617239A5088551093 @default.
• W2157617239 hasConcept C105339364 @default.
• W2157617239 hasConcept C115903868 @default.
• W2157617239 hasConcept C120314980 @default.
• W2157617239 hasConcept C124101348 @default.
• W2157617239 hasConcept C149635348 @default.
• W2157617239 hasConcept C154945302 @default.
• W2157617239 hasConcept C23123220 @default.
• W2157617239 hasConcept C26517878 @default.
• W2157617239 hasConcept C2780513914 @default.
• W2157617239 hasConcept C2780719617 @default.
• W2157617239 hasConcept C38652104 @default.
• W2157617239 hasConcept C41008148 @default.
• W2157617239 hasConcept C52146309 @default.
• W2157617239 hasConcept C72634772 @default.
• W2157617239 hasConcept C79403827 @default.
• W2157617239 hasConceptScore W2157617239C105339364 @default.
• W2157617239 hasConceptScore W2157617239C115903868 @default.
• W2157617239 hasConceptScore W2157617239C120314980 @default.
• W2157617239 hasConceptScore W2157617239C124101348 @default.
• W2157617239 hasConceptScore W2157617239C149635348 @default.
• W2157617239 hasConceptScore W2157617239C154945302 @default.
• W2157617239 hasConceptScore W2157617239C23123220 @default.
• W2157617239 hasConceptScore W2157617239C26517878 @default.
• W2157617239 hasConceptScore W2157617239C2780513914 @default.
• W2157617239 hasConceptScore W2157617239C2780719617 @default.
• W2157617239 hasConceptScore W2157617239C38652104 @default.
• W2157617239 hasConceptScore W2157617239C41008148 @default.
• W2157617239 hasConceptScore W2157617239C52146309 @default.
• W2157617239 hasConceptScore W2157617239C72634772 @default.
• W2157617239 hasConceptScore W2157617239C79403827 @default.
• W2157617239 hasLocation W21576172391 @default.
• W2157617239 hasOpenAccess W2157617239 @default.
• W2157617239 hasPrimaryLocation W21576172391 @default.
• W2157617239 hasRelatedWork W1553019137 @default.
• W2157617239 hasRelatedWork W1556076816 @default.
• W2157617239 hasRelatedWork W1575548049 @default.
• W2157617239 hasRelatedWork W1977320861 @default.
• W2157617239 hasRelatedWork W1992673035 @default.

• next