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Database system
A deductive database is a database system that can make deductions (i.e. conclude additional facts) based on rules and facts stored in its database. Datalog
Deductive_database
Organized collection of data in computing
available for further use. A deductive database combines logic programming with a relational database. A distributed database is one in which both the data
Database
Declarative logic programming language
properties from Prolog. It is often used as a query language for deductive databases. Datalog has been applied to problems in data integration, networking
Datalog
to facilitate fast lookup of terms and clauses in a logic program, deductive database, or automated theorem prover. Many operations in automatic theorem
Term_indexing
Artificial intelligence (AI) program
data-driven large language model (LLM) and a rule-based symbolic engine (Deductive Database Arithmetic Reasoning). It was developed by DeepMind, a subsidiary
AlphaGeometry
Computer language used to make queries into databases and information systems
for the Neo4j graph database. DMX is a query language for data mining models. Datalog is a query language for deductive databases. F-logic is a declarative
Query_language
been given. An example of a deductive language is Prolog, or its database-query cousin, Datalog. As the name implies, deductive languages are rooted in the
Deductive_language
Study of database design and use
model theory, database design theory, dependency theory, foundations of concurrency control and database recovery, deductive databases, temporal and spatial
Database_theory
Logic programming language
commercial, declarative, incremental logic programming language and deductive database inspired by Datalog. The LogiQL programming language extends Datalog
LogicBlox
Relational database programming language
Retrieved 9 March 2012. Fernando Saenz-Perez. "Outer Joins in a Deductive Database System" (PDF). Lbd.udc.es. Archived (PDF) from the original on 9 August
SQL
Database model
and Zdonik, S., 1990. The object-oriented database system manifesto. In Deductive and object-oriented databases (pp. 223-240). North-Holland. Maier, D.
Relational_model
Functional logic programming language
High-level C Java C# Assembly language via the GCC back-end Aditi, a deductive database system also developed at the University of Melbourne. Mercury-0.12
Mercury (programming language)
Mercury_(programming_language)
Overview of and topical guide to databases
schema". XML database – Flat file database – Deductive database – database system that can make deductions. Document-oriented database – Object–relational
Outline_of_databases
Packard fellow, and has done pioneering research in the areas of deductive databases, data mining, exploratory data analysis, data privacy, and web-scale
Raghu_Ramakrishnan
Artificial intelligence researcher (1927–2021)
April 2021) was a leading authority in artificial intelligence, deductive databases, logic programming and non-monotonic reasoning. He was also an internationally
Jack_Minker
Programming language that uses first order logic
Konstantinos; Swift, Terrance; Warren, David S. (1994). "XSB as an efficient deductive database engine". ACM SIGMOD Record. 23 (2): 442–453. doi:10.1145/191843.191927
Prolog
American computer scientist
spreadsheets known as a Logical spreadsheet, and for optimizing queries in a deductive database system. He invented the notion of Model-based Diagnosis as a contrast
Michael_Genesereth
path queries are a specific kind of recursive query in graph databases Deductive databases Hierarchical model Recursive join Reachability Transitive closure
Hierarchical and recursive queries in SQL
Hierarchical_and_recursive_queries_in_SQL
English code analysis platform
[clarification needed] SemmleCode is an object-oriented query language for deductive databases developed by Semmle. It is distinguished within this class by its
Semmle
to implement the well-founded semantics and makes it suitable as a deductive database engine. The open source XSB implementation includes an interface to
XSB
object database management systems, showing what fundamental object database features are implemented natively. Comparison of object–relational database management
Comparison of object database management systems
Comparison_of_object_database_management_systems
Technique in natural language processing
Swift, Terrance; Warren, David S. (1994-05-24). "XSB as an efficient deductive database engine". ACM SIGMOD Record. 23 (2): 442–453. doi:10.1145/191843.191927
Tabled_logic_programming
Formal logic whose entailment relation is not monotonic
Hull, R. (1989). "Minimalism, justification and non-monotonicity in deductive databases". Journal of Computer and System Sciences. 38 (2): 290–325. doi:10
Non-monotonic_logic
System of formal deduction in logic
Hilbert-style deductive system or Hilbert–Ackermann system, is a type of formal proof system attributed to Gottlob Frege and David Hilbert. These deductive systems
Hilbert_system
German computer scientist (born 1946)
machine learning and robotics as well as in geoinformatics and deductive databases. Armin B. Cremers studied mathematics and physics at the University
Armin_B._Cremers
American computer scientist (1953–1995)
lie in the fields of database theory—comprising work on deductive databases, object-oriented databases, and constraint databases—as well as in fault-tolerant
Paris_Kanellakis
joins). Rulelog builds on decades of work in Logic Programming and Deductive database research; it combines several different extensions of declarative
Rulelog
Programming technique
object–role model can be automatically mapped to relational and deductive databases (such as datalog). ORM2 is the latest generation of object–role modeling
Object–role_modeling
system comprises a data-driven LLM and a rule-based symbolic engine (Deductive Database Arithmetic Reasoning). The program solved 25 geometry problems out
Applications of artificial intelligence
Applications_of_artificial_intelligence
Ontology language
the University of Mannheim. F-logic was originally developed for deductive databases, but is now used most often for semantic technologies, especially
F-logic
Information repository with multiple applications
database. During the 1970s, virtually all large management information systems stored their data in some type of hierarchical or relational database.
Knowledge_base
Israeli-American cryptographer
from Weizmann Institute of Science in 1995, with the master's thesis Deductive Tableaux for Temporal Logic supervised by Amir Pnueli, and completed a
Tal_Malkin
Programming paradigm based on formal logic
deductive databases. Work in this field became prominent around 1977, when Hervé Gallaire and Jack Minker organized a workshop on logic and databases
Logic_programming
German computer scientist
research focuses on database systems, especially query optimization. In his early years, he conducted research on deductive databases and together with
Guido_Moerkotte
American politician and scientist
Gaasterland, Theresa (1992). Generating cooperative answers in deductive databases. acm.org (PhD thesis). University of Maryland, College Park. OCLC 843767978
Terry_Gaasterland
Argument that uses faulty reasoning
"formal" and "informal". A formal fallacy is a flaw in the structure of a deductive argument that renders the argument invalid, while an informal fallacy
Fallacy
Non-contradiction of a theory
In deductive logic, a consistent theory is one that does not lead to a logical contradiction. A theory T {\displaystyle T} is consistent if there is no
Consistency
Artificial intelligence project
Never-Ending Language Learning Mindpixel Semantic Web DBpedia Freebase (database) YAGO (database) Robyn Speer, Catherine Havasi, and Henry Lieberman. AnalogySpace:
Open_Mind_Common_Sense
American computer scientist
Declarative Knowledge, (with K. Apt and H. Blair). In: Foundations of Deductive Databases and Logic Programming, J. Minker (Ed.), Morgan Kaufmann 1988. Backchain
Adrian Walker (computer scientist)
Adrian_Walker_(computer_scientist)
Intelligence in machines
quantifiers such as "Every X is a Y" and "There are some Xs that are Ys"). Deductive reasoning in logic is the process of proving a new statement (conclusion)
Artificial_intelligence
Programming language
doi:10.1145/3371090. S2CID 208305062. Minker, Jack. Foundations of deductive databases and logic programming. Morgan Kaufmann. "The Flix Programming Language
Flix_(programming_language)
Type of directed hypergraph
called "labelled graphs". They have also been applied to analyzing deductive databases and studying Leontiev substitution matrices and flow problems. F-graphs
BF-graph
Class of formal logics
Frege–Russell logic is the intensively studied and most widely used class of deductive logic. Classical logic has had much influence on analytic philosophy.
Classical_logic
Polish computer scientist
of declarative knowledge". In Minker, Jack (ed.). Foundations of Deductive Databases and Logic Programming. Morgan Kaufmann Publishers. pp. 89–148. doi:10
Krzysztof_R._Apt
Establishment of a theorem using inference from the axioms
qualify as part of a proof, it must be the result of applying a rule of the deductive apparatus (of some formal system) to the previous well-formed formulas
Formal_proof
Type of knowledge base
graphs do not store information in specialized databases. They rely on an underlying relational database or data lake to answer queries on the graph. Such
Knowledge_graph
Belgian logician, philosopher, and emeritus professor (1932-2011)
language" (with André Thayse) and "Semantics", From Modal Logic to Deductive Databases. Introducing a Logic Based Approach to Artificial Intelligence, Chichester
Paul_Gochet
Logical formulation of recursion
been motivated by descriptive complexity theory and their relationship to database query languages, in particular to Datalog. Least fixed-point logic was
Fixed-point_logic
Process of changing beliefs to take into account a new piece of information
Gärdenfors, and Makinson, the current set of beliefs is represented by a deductively closed set of logical formulae K {\displaystyle K} called belief set
Belief_revision
ConceptBase (a.k.a. ConceptBase.cc) is a deductive and object-oriented database management system developed at University of Skövde. Earlier development
ConceptBase
American computer scientist
Report, 54G-0028 March 1961 Minker, Jack (1988). "Perspectives in deductive databases". The Journal of Logic Programming. 5: 33–60. doi:10.1016/0743-1066(88)90006-4
Louis_Hodes
Process of deriving classes from, and organizing them into, a hierarchy
Defeasible reasoning – Reasoning that is rationally compelling, though not deductively valid Interface (computing) – Shared boundary between elements of a computing
Inheritance (object-oriented programming)
Inheritance_(object-oriented_programming)
Inference seeking the simplest and most likely explanation
beginning in the latter half of the 19th century. Abductive reasoning, unlike deductive reasoning, yields a plausible conclusion but does not definitively verify
Abductive_reasoning
Punctuation mark with two dots (:)
punctuation mark, identified four punctuational modes for it: syntactical-deductive, syntactical-descriptive, appositive, and segmental. The colon introduces
Colon_(punctuation)
Book by Nelson DeMille
describe it as an "immensely skilled and likeable page-turner", and a "deductive novel of unwavering excellence". "THE GENERAL'S DAUGHTER by Nelson DeMille"
The General's Daughter (novel)
The_General's_Daughter_(novel)
logic include the study of the expressive power of formal systems and the deductive power of formal proof systems. matrix In mathematics, a matrix, (plural
Glossary_of_computer_science
Reasoning for mathematical statements
A mathematical proof is a deductive argument for a mathematical statement, showing that the stated assumptions logically guarantee the conclusion. The
Mathematical_proof
Task to construct a program meeting a formal specification
CITEREFSolar-Lezama (help) Zohar Manna, Richard Waldinger (Jan 1980). "A Deductive Approach to Program Synthesis". ACM Transactions on Programming Languages
Program_synthesis
Data-integration process
2024-01-30. Using Redshift Spectrum to load data pipelines Published by deductive.com on January 17, 2018, retrieved on April 3, 2019. "What is ELT (Extract
Extract,_load,_transform
Study of computation
which is prevalent in theoretical computer science, and mainly employs deductive reasoning), the "technocratic paradigm" (which might be found in engineering
Computer_science
Letter of the Latin Alphabet and an IPA sample
JTC1/SC2/WG2 N3122 L2/06-266 (2006) Page 320 in Randall Dipert, "Peirce's deductive logic". In Cheryl Misak, ed. The Cambridge Companion to Peirce. 2004 Everson
Ɐ
Bottom line up front
resembles the inverted pyramid practice in journalism and the so-called “deductive” presentation of information, in which conclusions precede the material
BLUF_(communication)
Society Jack Minker (B.S. 1949), authority in artificial intelligence, deductive databases, logic programming and non-monotonic reasoning George Radin (B.A
List of Brooklyn College alumni
List_of_Brooklyn_College_alumni
Computer system emulating human expert
the efficiency of the fastest compiled languages (such as C). System and database integration were difficult for early expert systems because the tools were
Expert_system
match and best match. From an inference perspective, data retrieval uses deductive inference, and information retrieval uses inductive inference. Considering
Knowledge_retrieval
Field of knowledge
objects through proofs, which consist of a succession of applications of deductive rules to already established results. These results, called theorems,
Mathematics
Data-mining algorithm
by deductive.com, September 6, 2018, retrieved September 7, 2018 Bayardo Jr, Roberto J. (1998). "Efficiently mining long patterns from databases" (PDF)
Apriori_algorithm
Thought experiment used to demonstrate the impossibility of proving any truth
repeatedly that there is no limitation of the Münchhausen trilemma to deductive conclusions. The verdict concerns also inductive, causal, transcendental
Münchhausen_trilemma
List of characters in the Dexter franchise
however, begins to mesh well with the team, noting on Dexter's incredible deductive skill in bloodwork and leading the religious research division of the
List_of_Dexter_characters
1936 book by A. J. Ayer
philosophy is to propose basic principles of meaning and to construct a deductive system by offering the consequences of these principles of meaning as
Language,_Truth,_and_Logic
2007 book by Nassim Nicholas Taleb
black swan as improbable. This example may be used to demonstrate either deductive or inductive reasoning; however, neither form of reasoning is infallible
The Black Swan: The Impact of the Highly Improbable
The_Black_Swan:_The_Impact_of_the_Highly_Improbable
Topics referred to by the same term
set containing that set Epistemic closure, a principle in epistemology Deductive closure, a principle in logic Cognitive closure, a principle in philosophy
Closure
1932 novel by Ellery Queen
ingenuity of plot, a surprise solution and legitimate use of the analytico-deductive method." (Quoted in the first paperback edition, Pocket Books #179, in
The_Greek_Coffin_Mystery
American science fiction media franchise
matriarchal Bene Gesserit possess almost superhuman physical, sensory, and deductive powers developed through years of physical and mental conditioning. While
Dune_(franchise)
British economist (1852–1949)
normative goals determined in normative economics. He tried to synthesise deductive and inductive reasoning as a solution to the "Methodenstreit". His main
John_Neville_Keynes
Canadian animated television series
Velichka. The show takes place in Richard Scarry's Busytown and teaches the deductive reasoning through stories in which Huckle Cat (with his sister Sally Cat
Busytown_Mysteries
proof of the conclusion. deductive consequence See syntactic consequence. deductive validity 1. The property of a deductive argument where, if the premises
Glossary_of_logic
2025 American television series
Diagnostic Medicine. To aid his patients' cases, he applies a specific type of deductive reasoning that he learned from his years working with Sherlock Holmes
Watson_(TV_series)
Standard representation of a mathematical object
normalization. For instance, database normalization is the process of organizing the fields and tables of a relational database to minimize redundancy and
Canonical_form
Analysis of potential system failures
mechanism. Hence, FMEA may include information on causes of failure (deductive analysis) to reduce the possibility of occurrence by eliminating identified
Failure mode and effects analysis
Failure_mode_and_effects_analysis
Component of artificial intelligence systems
architectures ACT-R CLARION LIDA Soar Others Blackboard systems Inference engines Deductive classifiers Procedural reasoning systems Rule-based systems Rule engines
Inference_engine
Artificial intelligence project
codifying what Lenat calls 'consensus reality' and entering it into a massive database." In 2008, Cyc resources were mapped to many Wikipedia articles. In 2014
Cyc
Smallest transitive relation containing a given binary relation
distributed systems based on the MapReduce paradigm. Ancestral relation Deductive closure Reflexive closure Symmetric closure Transitive reduction (a smallest
Transitive_closure
Creation of knowledge from structured and unstructured sources
Knowledge extraction is the creation of knowledge from structured (relational databases, XML) and unstructured (text, documents, images) sources. The resulting
Knowledge_extraction
Country in Southeast Africa
Steffen (30 July 2026). "What is a vote of no confidence, really? A deductive approach and global perspective". The Journal of Legislative Studies.
Zimbabwe
Provisional version pending further research
is constructed as a statement of expectations, which can be linked to deductive, exploratory research in empirical investigation and is often used as
Working_hypothesis
Method of identifying the fundamental causes of faults or problems
create a theory, or root, based on empirical evidence, or causes) and deductive inference (test the theory, i.e., the underlying causal mechanisms, with
Root-cause_analysis
Philosophical study of being
foundation on which an ontological system is built and expanded using deductive reasoning. A further intuition-based method relies on thought experiments
Ontology
2006 film by Tony Scott
killed by the bomber hours before the explosion. Impressed with Doug's deductive ability, FBI Special Agent Paul Pryzwarra invites him to join a new governmental
Déjà_Vu_(2006_film)
Topics referred to by the same term
probability, a probability derived by deductive reasoning Apriori algorithm, an algorithm used with databases aPriori Capital Partners, a private equity
A_priori_(disambiguation)
2023 science fiction novel by Mur Lafferty
alien wasp species whose connections with Mallory are the source of her deductive genius, and erratic behavior from Eternity itself. Publishers Weekly gave
Chaos_Terminal
Language (ACSL). Its main techniques include abstract interpretation, deductive verification and runtime monitoring. KeY – analysis platform for Java
List of tools for static code analysis
List_of_tools_for_static_code_analysis
Marvel Comics superhero
of Paul Jenkins, Banner was shown to be a capable fugitive, applying deductive reasoning and observation to figure out the events transpiring around
Hulk
Type of artificial intelligence approach
needed in which facts can be stored. One attempt in doing so is a SQL database, another option is the Learnable Task Modeling Language (LTML). The syntax
Blackboard_system
Russian-American philosopher (1905–1982)
informed both their spouses, who briefly objected, until Rand "sp[u]n out a deductive chain from which you just couldn't escape", in Barbara Branden's words
Ayn_Rand
Awareness of facts
classification corresponds to the different forms of logical reasoning, such as deductive and inductive reasoning. A closely related categorization focuses on the
Declarative_knowledge
English mystery and detective writer (1890–1976)
gathers the surviving suspects into one room, explains the course of their deductive reasoning, and reveals the guilty party; but there are exceptions where
Agatha_Christie
English polymath (1642–1727)
prediction in three critical ways, thereby enriching the basic hypothetico-deductive model. First, it established a richer ideal of empirical success, requiring
Isaac_Newton
Mathematics independent of applications
assistant tools such as Lean, and large supporting databases of theorems (automating the deductive process). Some mathematicians believe that these approaches
Pure_mathematics
Computer program for working with tabular data
known as logical spreadsheets. Such spreadsheets can be used to reason deductively about their cell values. Just as the early programming languages were
Spreadsheet
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