Matches in SemOpenAlex for { <https://semopenalex.org/work/W2548281625> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2548281625 endingPage "78" @default.
- W2548281625 startingPage "67" @default.
- W2548281625 abstract "Internet of Things (IoT) applications by means of wireless sensor networks (WSN) produce large amounts of raw data. These data might formally be defined by following a semantic IoT model that covers data, meta-data, as well as their relations, or might simply be stored in a database without any formal specification. In both cases, using association rules as a data mining technique may result into inferring interesting relations between data and/or metadata. In this paper we argue that the context has not been used extensively for added value to the mining process. Therefore, we propose a different approach when it comes to association rule mining by enriching it with a context-aware ontology. The approach is demonstrated by hand of an application to WSNs for water quality monitoring. Initially, new ontology, its concepts and relationships are introduced to model water quality monitoring through mobile sensors. Consequently, the ontology is populated with quality data generated by sensors, and enriched afterwards with context. Finally, the evaluation results of our approach of including context ontology in the mining process are promising: new association rules have been derived, providing thus new knowledge not inferable when applying association rule mining simply over raw data." @default.
- W2548281625 created "2016-11-11" @default.
- W2548281625 creator A5022616464 @default.
- W2548281625 creator A5066884566 @default.
- W2548281625 creator A5085967592 @default.
- W2548281625 date "2016-01-01" @default.
- W2548281625 modified "2023-10-18" @default.
- W2548281625 title "Association Rule Mining with Context Ontologies: An Application to Mobile Sensing of Water Quality" @default.
- W2548281625 cites W1585704594 @default.
- W2548281625 cites W2024696012 @default.
- W2548281625 cites W2122184336 @default.
- W2548281625 cites W2137079713 @default.
- W2548281625 cites W2142827986 @default.
- W2548281625 cites W2221822642 @default.
- W2548281625 cites W2401181222 @default.
- W2548281625 cites W2998574808 @default.
- W2548281625 cites W4249817346 @default.
- W2548281625 cites W6433424 @default.
- W2548281625 doi "https://doi.org/10.1007/978-3-319-49157-8_6" @default.
- W2548281625 hasPublicationYear "2016" @default.
- W2548281625 type Work @default.
- W2548281625 sameAs 2548281625 @default.
- W2548281625 citedByCount "8" @default.
- W2548281625 countsByYear W25482816252017 @default.
- W2548281625 countsByYear W25482816252018 @default.
- W2548281625 countsByYear W25482816252020 @default.
- W2548281625 crossrefType "book-chapter" @default.
- W2548281625 hasAuthorship W2548281625A5022616464 @default.
- W2548281625 hasAuthorship W2548281625A5066884566 @default.
- W2548281625 hasAuthorship W2548281625A5085967592 @default.
- W2548281625 hasConcept C111472728 @default.
- W2548281625 hasConcept C124101348 @default.
- W2548281625 hasConcept C136764020 @default.
- W2548281625 hasConcept C138885662 @default.
- W2548281625 hasConcept C166957645 @default.
- W2548281625 hasConcept C193524817 @default.
- W2548281625 hasConcept C205649164 @default.
- W2548281625 hasConcept C23123220 @default.
- W2548281625 hasConcept C2522767166 @default.
- W2548281625 hasConcept C2779343474 @default.
- W2548281625 hasConcept C2779530757 @default.
- W2548281625 hasConcept C41008148 @default.
- W2548281625 hasConceptScore W2548281625C111472728 @default.
- W2548281625 hasConceptScore W2548281625C124101348 @default.
- W2548281625 hasConceptScore W2548281625C136764020 @default.
- W2548281625 hasConceptScore W2548281625C138885662 @default.
- W2548281625 hasConceptScore W2548281625C166957645 @default.
- W2548281625 hasConceptScore W2548281625C193524817 @default.
- W2548281625 hasConceptScore W2548281625C205649164 @default.
- W2548281625 hasConceptScore W2548281625C23123220 @default.
- W2548281625 hasConceptScore W2548281625C2522767166 @default.
- W2548281625 hasConceptScore W2548281625C2779343474 @default.
- W2548281625 hasConceptScore W2548281625C2779530757 @default.
- W2548281625 hasConceptScore W2548281625C41008148 @default.
- W2548281625 hasLocation W25482816251 @default.
- W2548281625 hasOpenAccess W2548281625 @default.
- W2548281625 hasPrimaryLocation W25482816251 @default.
- W2548281625 hasRelatedWork W2025181711 @default.
- W2548281625 hasRelatedWork W2347219288 @default.
- W2548281625 hasRelatedWork W2348097614 @default.
- W2548281625 hasRelatedWork W2381574242 @default.
- W2548281625 hasRelatedWork W3124199946 @default.
- W2548281625 hasRelatedWork W3149424243 @default.
- W2548281625 hasRelatedWork W3194671208 @default.
- W2548281625 hasRelatedWork W3198701660 @default.
- W2548281625 hasRelatedWork W4255161801 @default.
- W2548281625 hasRelatedWork W2183810260 @default.
- W2548281625 isParatext "false" @default.
- W2548281625 isRetracted "false" @default.
- W2548281625 magId "2548281625" @default.
- W2548281625 workType "book-chapter" @default.