FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2917161856> ?p ?o ?g. }

• W2917161856 endingPage "432" @default.
• W2917161856 startingPage "419" @default.
• W2917161856 abstract "A range of explanation engines assist data analysts by performing feature selection over increasingly high-volume and high-dimensional data, grouping and highlighting commonalities among data points. While useful in diverse tasks such as user behavior analytics, operational event processing, and root cause analysis, today's explanation engines are designed as standalone data processing tools that do not interoperate with traditional, SQL-based analytics workflows; this limits the applicability and extensibility of these engines. In response, we propose the DIFF operator, a relational aggregation operator that unifies the core functionality of these engines with declarative relational query processing. We implement both single-node and distributed versions of the DIFF operator in MB SQL, an extension of MacroBase, and demonstrate how DIFF can provide the same semantics as existing explanation engines while capturing a broad set of production use cases in industry, including at Microsoft and Facebook. Additionally, we illustrate how this declarative approach to data explanation enables new logical and physical query optimizations. We evaluate these optimizations on several real-world production applications, and find that DIFF in MB SQL can outperform state-of-the-art engines by up to an order of magnitude." @default.
• W2917161856 created "2019-03-02" @default.
• W2917161856 creator A5002538469 @default.
• W2917161856 creator A5005554337 @default.
• W2917161856 creator A5015982405 @default.
• W2917161856 creator A5025170231 @default.
• W2917161856 creator A5031319340 @default.
• W2917161856 creator A5039744610 @default.
• W2917161856 creator A5056487867 @default.
• W2917161856 creator A5057132920 @default.
• W2917161856 creator A5059130960 @default.
• W2917161856 creator A5068366265 @default.
• W2917161856 creator A5072398919 @default.
• W2917161856 creator A5074213929 @default.
• W2917161856 creator A5074555535 @default.
• W2917161856 date "2018-12-01" @default.
• W2917161856 modified "2023-10-04" @default.
• W2917161856 title "DIFF" @default.
• W2917161856 cites W1520857056 @default.
• W2917161856 cites W1875273918 @default.
• W2917161856 cites W1980043035 @default.
• W2917161856 cites W1982063824 @default.
• W2917161856 cites W1991271936 @default.
• W2917161856 cites W2000809552 @default.
• W2917161856 cites W2001637908 @default.
• W2917161856 cites W2006296837 @default.
• W2917161856 cites W2006476860 @default.
• W2917161856 cites W2023770077 @default.
• W2917161856 cites W2024834471 @default.
• W2917161856 cites W2032775418 @default.
• W2917161856 cites W2038412523 @default.
• W2917161856 cites W2047182010 @default.
• W2917161856 cites W2056910091 @default.
• W2917161856 cites W2057714068 @default.
• W2917161856 cites W2068383400 @default.
• W2917161856 cites W2074663022 @default.
• W2917161856 cites W2074935284 @default.
• W2917161856 cites W2096689597 @default.
• W2917161856 cites W2102489964 @default.
• W2917161856 cites W2103201239 @default.
• W2917161856 cites W2104266187 @default.
• W2917161856 cites W2112736324 @default.
• W2917161856 cites W2119387367 @default.
• W2917161856 cites W2119456710 @default.
• W2917161856 cites W2126184480 @default.
• W2917161856 cites W2126624503 @default.
• W2917161856 cites W2139086035 @default.
• W2917161856 cites W2140620700 @default.
• W2917161856 cites W2143452574 @default.
• W2917161856 cites W2145195191 @default.
• W2917161856 cites W2145511633 @default.
• W2917161856 cites W2153329411 @default.
• W2917161856 cites W2168883694 @default.
• W2917161856 cites W2169466806 @default.
• W2917161856 cites W2203361072 @default.
• W2917161856 cites W2439673131 @default.
• W2917161856 cites W2440477515 @default.
• W2917161856 cites W2444650685 @default.
• W2917161856 cites W2460411447 @default.
• W2917161856 cites W2563724055 @default.
• W2917161856 cites W2613751718 @default.
• W2917161856 cites W2798325362 @default.
• W2917161856 cites W2963066364 @default.
• W2917161856 cites W3002580249 @default.
• W2917161856 cites W3005908620 @default.
• W2917161856 cites W333550619 @default.
• W2917161856 cites W4211032723 @default.
• W2917161856 cites W4289236186 @default.
• W2917161856 cites W4300601563 @default.
• W2917161856 doi "https://doi.org/10.14778/3297753.3297761" @default.
• W2917161856 hasPublicationYear "2018" @default.
• W2917161856 type Work @default.
• W2917161856 sameAs 2917161856 @default.
• W2917161856 citedByCount "21" @default.
• W2917161856 countsByYear W29171618562020 @default.
• W2917161856 countsByYear W29171618562021 @default.
• W2917161856 countsByYear W29171618562022 @default.
• W2917161856 countsByYear W29171618562023 @default.
• W2917161856 crossrefType "journal-article" @default.
• W2917161856 hasAuthorship W2917161856A5002538469 @default.
• W2917161856 hasAuthorship W2917161856A5005554337 @default.
• W2917161856 hasAuthorship W2917161856A5015982405 @default.
• W2917161856 hasAuthorship W2917161856A5025170231 @default.
• W2917161856 hasAuthorship W2917161856A5031319340 @default.
• W2917161856 hasAuthorship W2917161856A5039744610 @default.
• W2917161856 hasAuthorship W2917161856A5056487867 @default.
• W2917161856 hasAuthorship W2917161856A5057132920 @default.
• W2917161856 hasAuthorship W2917161856A5059130960 @default.
• W2917161856 hasAuthorship W2917161856A5068366265 @default.
• W2917161856 hasAuthorship W2917161856A5072398919 @default.
• W2917161856 hasAuthorship W2917161856A5074213929 @default.
• W2917161856 hasAuthorship W2917161856A5074555535 @default.
• W2917161856 hasConcept C177212765 @default.
• W2917161856 hasConcept C199360897 @default.
• W2917161856 hasConcept C41008148 @default.
• W2917161856 hasConcept C510870499 @default.
• W2917161856 hasConcept C77088390 @default.
• W2917161856 hasConcept C79158427 @default.

• next