Matches in SemOpenAlex for { <https://semopenalex.org/work/W1755239404> ?p ?o ?g. }
- W1755239404 abstract "In current research, duplicate detection is usually considered as a deterministic approach in which tuples are either declared as duplicates or not. However, most often it is not completely clear whether two tuples represent the same real-world entity or not. In deterministic approaches, however, this uncertainty is ignored, which in turn can lead to false decisions. In this paper, we present an indeterministic approach for handling uncertain decisions in a duplicate detection process by using a probabilistic target schema. Thus, instead of deciding between multiple possible worlds, all these worlds can be modeled in the resulting data. This approach minimizes the negative impacts of false decisions. Furthermore, the duplicate detection process becomes almost fully automatic and human effort can be reduced to a large extent. Unfortunately, a full-indeterministic approach is by definition too expensive (in time as well as in storage) and hence impractical. For that reason, we additionally introduce several semi-indeterministic methods for heuristically reducing the set of indeterministic handled decisions in a meaningful way." @default.
- W1755239404 created "2016-06-24" @default.
- W1755239404 creator A5008225284 @default.
- W1755239404 creator A5054128312 @default.
- W1755239404 creator A5062035687 @default.
- W1755239404 date "2010-06-04" @default.
- W1755239404 modified "2023-09-27" @default.
- W1755239404 title "Indeterministic Handling of Uncertain Decisions in Duplicate Detection" @default.
- W1755239404 cites W1490591387 @default.
- W1755239404 cites W1539265392 @default.
- W1755239404 cites W1700279323 @default.
- W1755239404 cites W1761401273 @default.
- W1755239404 cites W1768893245 @default.
- W1755239404 cites W1992673035 @default.
- W1755239404 cites W2002087344 @default.
- W1755239404 cites W2024770506 @default.
- W1755239404 cites W2029138824 @default.
- W1755239404 cites W2029554959 @default.
- W1755239404 cites W2038822667 @default.
- W1755239404 cites W2046005538 @default.
- W1755239404 cites W2050638275 @default.
- W1755239404 cites W2052390074 @default.
- W1755239404 cites W2073471108 @default.
- W1755239404 cites W2078762661 @default.
- W1755239404 cites W2088422262 @default.
- W1755239404 cites W2102462631 @default.
- W1755239404 cites W2108991785 @default.
- W1755239404 cites W2113415503 @default.
- W1755239404 cites W2123561513 @default.
- W1755239404 cites W2125434953 @default.
- W1755239404 cites W2125791539 @default.
- W1755239404 cites W2129598390 @default.
- W1755239404 cites W2131279038 @default.
- W1755239404 cites W2133236963 @default.
- W1755239404 cites W2142151675 @default.
- W1755239404 cites W2144346642 @default.
- W1755239404 cites W2154785834 @default.
- W1755239404 cites W2163382775 @default.
- W1755239404 cites W2164618618 @default.
- W1755239404 cites W2166916904 @default.
- W1755239404 cites W2181455273 @default.
- W1755239404 cites W2295240344 @default.
- W1755239404 hasPublicationYear "2010" @default.
- W1755239404 type Work @default.
- W1755239404 sameAs 1755239404 @default.
- W1755239404 citedByCount "3" @default.
- W1755239404 countsByYear W17552394042012 @default.
- W1755239404 countsByYear W17552394042014 @default.
- W1755239404 crossrefType "journal-article" @default.
- W1755239404 hasAuthorship W1755239404A5008225284 @default.
- W1755239404 hasAuthorship W1755239404A5054128312 @default.
- W1755239404 hasAuthorship W1755239404A5062035687 @default.
- W1755239404 hasConcept C111919701 @default.
- W1755239404 hasConcept C118615104 @default.
- W1755239404 hasConcept C118930307 @default.
- W1755239404 hasConcept C119857082 @default.
- W1755239404 hasConcept C124101348 @default.
- W1755239404 hasConcept C154945302 @default.
- W1755239404 hasConcept C177264268 @default.
- W1755239404 hasConcept C199360897 @default.
- W1755239404 hasConcept C2778865114 @default.
- W1755239404 hasConcept C33923547 @default.
- W1755239404 hasConcept C41008148 @default.
- W1755239404 hasConcept C49937458 @default.
- W1755239404 hasConcept C52146309 @default.
- W1755239404 hasConcept C98045186 @default.
- W1755239404 hasConceptScore W1755239404C111919701 @default.
- W1755239404 hasConceptScore W1755239404C118615104 @default.
- W1755239404 hasConceptScore W1755239404C118930307 @default.
- W1755239404 hasConceptScore W1755239404C119857082 @default.
- W1755239404 hasConceptScore W1755239404C124101348 @default.
- W1755239404 hasConceptScore W1755239404C154945302 @default.
- W1755239404 hasConceptScore W1755239404C177264268 @default.
- W1755239404 hasConceptScore W1755239404C199360897 @default.
- W1755239404 hasConceptScore W1755239404C2778865114 @default.
- W1755239404 hasConceptScore W1755239404C33923547 @default.
- W1755239404 hasConceptScore W1755239404C41008148 @default.
- W1755239404 hasConceptScore W1755239404C49937458 @default.
- W1755239404 hasConceptScore W1755239404C52146309 @default.
- W1755239404 hasConceptScore W1755239404C98045186 @default.
- W1755239404 hasOpenAccess W1755239404 @default.
- W1755239404 hasRelatedWork W1489076887 @default.
- W1755239404 hasRelatedWork W1607350599 @default.
- W1755239404 hasRelatedWork W1640705301 @default.
- W1755239404 hasRelatedWork W1966267774 @default.
- W1755239404 hasRelatedWork W2003449934 @default.
- W1755239404 hasRelatedWork W2012251444 @default.
- W1755239404 hasRelatedWork W2092669913 @default.
- W1755239404 hasRelatedWork W2127605261 @default.
- W1755239404 hasRelatedWork W2128794615 @default.
- W1755239404 hasRelatedWork W2145577227 @default.
- W1755239404 hasRelatedWork W2157048986 @default.
- W1755239404 hasRelatedWork W2162847422 @default.
- W1755239404 hasRelatedWork W2544808233 @default.
- W1755239404 hasRelatedWork W2784509168 @default.
- W1755239404 hasRelatedWork W2791530792 @default.
- W1755239404 hasRelatedWork W2809037461 @default.
- W1755239404 hasRelatedWork W3191183436 @default.
- W1755239404 hasRelatedWork W69095976 @default.
- W1755239404 hasRelatedWork W21670006 @default.