FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W803880451> ?p ?o ?g. }

• W803880451 abstract "The last century saw the application of Boolean algebra toward the construction of computing machines, which work by applying logical transformations to information contained in their memory. The development of information theory and the generalization of Boolean algebra to Bayesian inference have enabled these computing machines. in the last quarter of the twentieth century, to be endowed with the ability to learn by making inferences from data. This revolution is just beginning as new computational techniques continue to make difficult problems more accessible. However, modern intelligent machines work by inferring knowledge using only their pre-programmed prior knowledge and the data provided. They lack the ability to ask questions, or request data that would aid their inferences. Recent advances in understanding the foundations of probability theory have revealed implications for areas other than logic. Of relevance to intelligent machines, we identified the algebra of questions as the free distributive algebra, which now allows us to work with questions in a way analogous to that which Boolean algebra enables us to work with logical statements. In this paper we describe this logic of inference and inquiry using the mathematics of partially ordered sets and the scaffolding of lattice theory, discuss the far-reaching implications of the methodology, and demonstrate its application with current examples in machine learning. Automation of both inference and inquiry promises to allow robots to perform science in the far reaches of our solar system and in other star systems by enabling them to not only make inferences from data, but also decide which question to ask, experiment to perform, or measurement to take given what they have learned and what they are designed to understand." @default.
• W803880451 created "2016-06-24" @default.
• W803880451 creator A5009900511 @default.
• W803880451 date "2003-01-01" @default.
• W803880451 modified "2023-09-27" @default.
• W803880451 title "Intelligent Machines in the 21st Century: Automating the Processes of Inference and Inquiry" @default.
• W803880451 cites W1496923911 @default.
• W803880451 cites W1509562192 @default.
• W803880451 cites W155799836 @default.
• W803880451 cites W1576527401 @default.
• W803880451 cites W1582034577 @default.
• W803880451 cites W161994183 @default.
• W803880451 cites W1624376153 @default.
• W803880451 cites W1665448300 @default.
• W803880451 cites W1836454392 @default.
• W803880451 cites W1865282656 @default.
• W803880451 cites W1985734985 @default.
• W803880451 cites W1995875735 @default.
• W803880451 cites W2022718409 @default.
• W803880451 cites W2025130480 @default.
• W803880451 cites W2026036269 @default.
• W803880451 cites W2032558547 @default.
• W803880451 cites W2053442967 @default.
• W803880451 cites W2068588832 @default.
• W803880451 cites W2085716148 @default.
• W803880451 cites W2093397547 @default.
• W803880451 cites W2130952710 @default.
• W803880451 cites W2131501521 @default.
• W803880451 cites W2170863547 @default.
• W803880451 cites W2294604761 @default.
• W803880451 cites W2326912991 @default.
• W803880451 cites W2767443199 @default.
• W803880451 cites W2807981689 @default.
• W803880451 cites W2949932478 @default.
• W803880451 cites W3083113686 @default.
• W803880451 cites W3104102367 @default.
• W803880451 cites W56012926 @default.
• W803880451 cites W592386890 @default.
• W803880451 hasPublicationYear "2003" @default.
• W803880451 type Work @default.
• W803880451 sameAs 803880451 @default.
• W803880451 citedByCount "1" @default.
• W803880451 crossrefType "journal-article" @default.
• W803880451 hasAuthorship W803880451A5009900511 @default.
• W803880451 hasConcept C102993220 @default.
• W803880451 hasConcept C11413529 @default.
• W803880451 hasConcept C154945302 @default.
• W803880451 hasConcept C18998212 @default.
• W803880451 hasConcept C203659156 @default.
• W803880451 hasConcept C2776214188 @default.
• W803880451 hasConcept C3845977 @default.
• W803880451 hasConcept C39685927 @default.
• W803880451 hasConcept C41008148 @default.
• W803880451 hasConcept C80444323 @default.
• W803880451 hasConceptScore W803880451C102993220 @default.
• W803880451 hasConceptScore W803880451C11413529 @default.
• W803880451 hasConceptScore W803880451C154945302 @default.
• W803880451 hasConceptScore W803880451C18998212 @default.
• W803880451 hasConceptScore W803880451C203659156 @default.
• W803880451 hasConceptScore W803880451C2776214188 @default.
• W803880451 hasConceptScore W803880451C3845977 @default.
• W803880451 hasConceptScore W803880451C39685927 @default.
• W803880451 hasConceptScore W803880451C41008148 @default.
• W803880451 hasConceptScore W803880451C80444323 @default.
• W803880451 hasLocation W8038804511 @default.
• W803880451 hasOpenAccess W803880451 @default.
• W803880451 hasPrimaryLocation W8038804511 @default.
• W803880451 hasRelatedWork W1481158570 @default.
• W803880451 hasRelatedWork W1510863664 @default.
• W803880451 hasRelatedWork W1534453743 @default.
• W803880451 hasRelatedWork W1547602354 @default.
• W803880451 hasRelatedWork W1557604760 @default.
• W803880451 hasRelatedWork W1567712221 @default.
• W803880451 hasRelatedWork W1690724823 @default.
• W803880451 hasRelatedWork W1919630453 @default.
• W803880451 hasRelatedWork W2035281608 @default.
• W803880451 hasRelatedWork W2035628653 @default.
• W803880451 hasRelatedWork W2080529969 @default.
• W803880451 hasRelatedWork W2102927799 @default.
• W803880451 hasRelatedWork W2150303019 @default.
• W803880451 hasRelatedWork W2168437347 @default.
• W803880451 hasRelatedWork W2186628324 @default.
• W803880451 hasRelatedWork W2492120655 @default.
• W803880451 hasRelatedWork W2784246882 @default.
• W803880451 hasRelatedWork W3090317370 @default.
• W803880451 hasRelatedWork W3102726227 @default.
• W803880451 hasRelatedWork W1611872687 @default.
• W803880451 isParatext "false" @default.
• W803880451 isRetracted "false" @default.
• W803880451 magId "803880451" @default.
• W803880451 workType "article" @default.