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- W4380321712 abstract "The enterprise-wide semantic layer is the Holy Grail of data management. Unlike a data lake or data warehouse, semantic layers promise to democratize access across an organization. Traditional implementations tailor to specific application domains and require significant upfront investment and development to associate semantics to the underlying data. In this paper, we present a new technical analysis and design method that standardizes and simplifies the development of enterprise semantic layers. Our approach provides semantics via an ontology that is modeled in the Object-Role Modeling language. The layer then conforms to this ontology and is populated by weaving source data from physical data assets into the ontology using a relational knowledge graph." @default.
- W4380321712 created "2023-06-13" @default.
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- W4380321712 date "2023-01-01" @default.
- W4380321712 modified "2023-09-25" @default.
- W4380321712 title "The RAI Way: A Technical Analysis and Design Method for Building Enterprise Semantic Layers" @default.
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- W4380321712 doi "https://doi.org/10.1007/978-3-031-34985-0_8" @default.
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