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inconsistent knowledge base: KB := { a, ¬a } Consistency in terms of knowledge bases is mostly the same as the natural understanding of consistency. v t e v
Consistency_(knowledge_bases)
Type of knowledge base
reasoning, node embedding, and ontology development on knowledge bases. In contrast, virtual knowledge graphs do not store information in specialized databases
Knowledge_graph
Topics referred to by the same term
Consistency, in logic, is a quality of no contradiction. Consistency may also refer to: Consistency (database systems) Consistency (knowledge bases)
Consistency_(disambiguation)
Facts assumed to be known to all humans
processing and automated diagnosis or analysis. Compiling comprehensive knowledge bases of commonsense assertions (CSKBs) is a long-standing challenge in AI
Commonsense knowledge (artificial intelligence)
Commonsense_knowledge_(artificial_intelligence)
Information repository with multiple applications
understand knowledge base types, let’s discuss them from two different angles: purpose and content. Internal vs. external knowledge bases Here, we can
Knowledge_base
Knowledge base to enhance search results
The Knowledge Graph is a knowledge base from which Google serves relevant information in an infobox beside its search results. This allows the user to
Knowledge_Graph_(Google)
Field of artificial intelligence
deducing new facts from an existing knowledge base. The classifier can also provide consistency checking on a knowledge base (which in the case of KL-ONE
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
Artificial intelligence project
Creating Anatomical Knowledge Bases with Rich Relational Structures". In: Knowledge Sharing across Biological and Medical Knowledge Based Systems, AAAI
Cyc
Processing of knowledge to accomplish organizational goals
of the 20th century, specific adaptations of technologies such as knowledge bases, expert systems, information repositories, group decision support systems
Knowledge_management
Computer program that uses a knowledge base and reasoning to solve problems
A knowledge-based system (KBS) is a computer program that reasons and uses a knowledge base to solve complex problems. Knowledge-based systems were the
Knowledge-based_systems
Process of changing beliefs to take into account a new piece of information
least one of the two knowledge bases; Majority the result of merging a knowledge base K {\displaystyle K} with other knowledge bases can be forced to entail
Belief_revision
Knowledge Interchange Format (KIF) is a computer language designed to enable systems to share and re-use information from knowledge-based systems. KIF
Knowledge_Interchange_Format
Proving validity without revealing other data
Oana (2019). "PLONK: Permutations over Lagrange-bases for Oecumenical Noninteractive arguments of Knowledge". Cryptology ePrint Archive. Bünz, Benedikt;
Zero-knowledge_proof
Field in computer-aided design
Knowledge-based engineering (KBE) is the application of knowledge-based systems technology to the domain of design of manufacturing systems. The design
Knowledge-based_engineering
Computer system emulating human expert
thresholds of knowledge". In Kirsh, David (ed.). Foundations Of Artificial Intelligence. MIT Press. pp. 185–250. Bezem M (1988). "Consistency of rule-based
Expert_system
Artificial intelligence project
million English facts from over 15,000 contributors in addition to knowledge bases in other languages. Much of OMCS's software is built on three interconnected
Open_Mind_Common_Sense
Process used to define the rules and ontologies required for a knowledge-based system
Knowledge acquisition is the process used to define the rules and ontologies required for a knowledge-based system. The phrase was first used in conjunction
Knowledge_acquisition
Methods for developing expert systems
Knowledge engineering (KE) refers to all aspects involved in knowledge-based systems. One of the first examples of an expert system was MYCIN, an application
Knowledge_engineering
AI customization approach
Configuration knowledge bases are often built using proprietary languages. In most cases knowledge bases are developed by knowledge engineers who elicit
Knowledge-based_configuration
Approach to handling inferred information
derived facts and to restore consistency if an inconsistency is derived. A truth maintenance system, or TMS, is a knowledge representation method for representing
Reason_maintenance
Knowledge modeling is a process of creating a computer interpretable model of knowledge or standard specifications about a kind of process and/or about
Knowledge_modeling
Mental phenomenon of holding contradictory beliefs
Festinger proposed that human beings strive for internal psychological consistency to function mentally in the real world. Persons who experience internal
Cognitive_dissonance
Method of forming inferences
chess, it is called retrograde analysis, and it is used to generate table bases for chess endgames for computer chess. Backward chaining is implemented
Backward_chaining
Component of artificial intelligence systems
knowledge base and an inference engine. The knowledge base stored facts about the world. The inference engine applied logical rules to the knowledge base
Inference_engine
Description of aspects of ontology
these disciplines, axioms include only statements asserted as a priori knowledge. As used here, "axioms" also include the theory derived from axiomatic
Ontology_components
UMBEL (Upper Mapping and Binding Exchange Layer) is a logically organized knowledge graph of 34,000 concepts and entity types that can be used in information
UMBEL
Type of artificial intelligence approach
architectural model, where a common knowledge base, the "blackboard", is iteratively updated by a diverse group of specialist knowledge sources, starting with a
Blackboard_system
Inference engine in an expert system
Knowledge bases Cyc ConceptNet DBpedia Knowledge graphs Knowledge Graph Wikidata Semantic networks YAGO Knowledge engineering Commonsense knowledge Knowledge
Forward_chaining
Branch of artificial intelligence aiming to create AI systems with "common sense"
the OpenAI GPT language model architecture and existing commonsense knowledge bases such as ConceptNet, claims to generate commonsense inferences at a
Commonsense_reasoning
Formal language used to construct ontologies
allow the encoding of knowledge about specific domains and often include reasoning rules that support the processing of that knowledge. Ontology languages
Ontology_language
knowledge representation for artificial intelligence is the trade off between the expressive power and the computational efficiency of the knowledge representation
Deductive_classifier
Inference method used in AI expert systems
developing the model. Then at run time, an "engine" combines this model knowledge with observed data to derive conclusions such as a diagnosis or a prediction
Model-based_reasoning
Artificial intelligence data structure
Frames are an artificial intelligence data structure used to divide knowledge into substructures by representing "stereotyped situations". They were proposed
Frame (artificial intelligence)
Frame_(artificial_intelligence)
Ontology language
higher-order logic quantification. CycL is used to represent the knowledge stored in the Cyc Knowledge Base, available from Cycorp. The source code written in
CycL
Database for concept-oriented terminology
terminology information. In addition to term bases in the terminological sense, this includes knowledge graphs and ontologies. Translation memory Glossary
Termbase
Process of solving new problems based on the solutions of similar past problems
priori domain knowledge that is gleaned from past experience which established connections between symptoms and causes. This knowledge is referred to
Case-based_reasoning
Controlled language
since 1995. In 2013, ACE version 6.7 was announced. ACE can serve as knowledge representation, specification, and query language, and is intended for
Attempto_Controlled_English
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
Knowledge_extraction
Family of formal knowledge representation
ontology editor and a knowledge base framework, which can use DL reasoners offering DIG Interface as a back end for consistency checks. SWOOP on GitHub
Description_logic
Method in artificial intelligence
reasoning Dialogical logic Logic and dialectic Logic of argumentation Knowledge representation and reasoning Paraconsistent logic Probabilistic argumentation
Argumentation_framework
Decision-making framework for artificial intelligence
and provided to a PRS system is a set of knowledge areas. Each knowledge area is a piece of procedural knowledge that specifies how to do something, e.g
Procedural_reasoning_system
Type of software system
system is a software system that generates conclusions from available knowledge using logical techniques such as deduction and induction. Reasoning systems
Reasoning_system
Subfield of computer science and logic
is that of argumentation, where further constraints of minimality and consistency are applied on top of the more standard automated deduction. John Pollock's
Automated_reasoning
Methods in artificial intelligence research
disappointment. Problems with difficulties in knowledge acquisition, maintaining large knowledge bases, and brittleness in handling out-of-domain problems
Symbolic artificial intelligence
Symbolic_artificial_intelligence
Simultaneous conflicting beliefs or feelings
ambivalence and evaluative-cognitive consistency. As ratings increase, both ambivalence and evaluative-cognitive consistency have a tendency to be less stable
Ambivalence
planning Knowledge bases Cyc ConceptNet DBpedia Knowledge Graph YAGO Wikidata Blackboard systems Commonsense knowledge Inference engines Knowledge engineering
Multi-agent_planning
Tool for building expert systems
Pandey, P; Devi, R. D; Rebecca, A; Sarma, M. Manju; Lakshmi, B (2014). "Knowledge based system for Satellite data product selection". The International
CLIPS
Ontology language
F-logic (Frame logic) is a knowledge representation and ontology language. It combines the advantages of conceptual modeling with object-oriented, frame-based
F-logic
Authorization software system
The system is designed to provide consistency, fault tolerance, and scalability for applications with large user bases. Zanzibar's architecture includes
Google_Zanzibar
Specification of a conceptualization
accurately determine causal relationships between concepts. Commonsense knowledge bases Concept map Controlled vocabulary Classification scheme (information
Ontology (information science)
Ontology_(information_science)
Topic in automated planning
Knowledge bases Cyc ConceptNet DBpedia Knowledge graphs Knowledge Graph Wikidata Semantic networks YAGO Knowledge engineering Commonsense knowledge Knowledge
Partial-order_planning
Ontology applicable across domains of knowledge
classifications organize and categorize knowledge using general concepts that are the same across all knowledge domains, neither system is a replacement
Upper_ontology
Ability of a person to do a job properly
characteristics at a high level with consistency and minimal difficulty. Competency in human resources is a series of knowledge, abilities, skills, experiences
Competence_(human_resources)
Knowledge representation computer programming language
In computer science, FO(.) (a.k.a. FO-dot) is a knowledge representation language based on first-order logic (FO). It extends FO with types, aggregates
FO(.)
Knowledge bases Cyc ConceptNet DBpedia Knowledge graphs Knowledge Graph Wikidata Semantic networks YAGO Knowledge engineering Commonsense knowledge Knowledge
State-space_planning
Cloud-based distributed SQL DBMS service
arbitrary queries using SQL with relational data while maintaining strong consistency and high availability for that data with synchronous replication. Key
Spanner_(database)
Form of automated planning and scheduling
the domain knowledge while the soft constraints (or preferences) are separately specified by the user. This allows the same domain knowledge to be reused
Preference-based_planning
Symbols 0, 1, 2, 3, 4, 5, 6, 7, 8, and 9
numerals. However, the symbols are also used to write numbers in other bases, as well as non-quantitative identifiers such as a product model or a license
Arabic_numerals
Measures to ensure concurrent computing operations generate correct results
and theories to maintain the consistency of components operating concurrently while interacting, and thus the consistency and correctness of the whole
Concurrency_control
British writer (born 1950)
experts as mimicking investigative journalism while lacking accuracy, consistency and impartiality. His work is widely described as pseudoarchaeology and
Graham_Hancock
can be used for web-based knowledge representation and content management projects, for developing structured knowledge bases, as a collaborative authoring
GNOWSYS
Type of computer program used in mortgage banking
An expert system for mortgages is a computer program that contains the knowledge and analytical skills of human authorities, related to mortgage banking
Expert_systems_for_mortgages
NewSQL relational distributed database
Raft-based HTAP Database" at the International Conference on Very Large Data Bases (VLDB), describing the system's approach to combining transactional and
TiDB
Form of business process automation technology
relocate operational bases. The typical benefits of robotic automation include reduced cost; increased speed, accuracy, and consistency; improved quality
Robotic_process_automation
Organized collection of data in computing
called eventual consistency to provide both availability and partition tolerance guarantees with a reduced level of data consistency. NewSQL is a class
Database
Chinese classic, preserved as a chapter in the Lijing
aspect of a student's quest for knowledge and self-cultivation. This focus on memorization can be seen in the consistency in which Chinese students excel
Great_Learning
Intelligence test
both verbal and nonverbal subtests. The five factors being tested are knowledge, quantitative reasoning, visual-spatial processing, working memory, and
Stanford–Binet Intelligence Scales
Stanford–Binet_Intelligence_Scales
Basic framework of mathematics
claim of consistency of the theory; so that (assuming the consistency as true), the system is not powerful enough for proving its own consistency, let alone
Foundations_of_mathematics
Something that exists
science are interested in how information about entities is stored in knowledge bases. More specific uses of the term entity are found in the fields of law
Entity
Type of memory referring to general world knowledge
memory refers to general world knowledge that humans have accumulated throughout their lives. This general knowledge (word meanings, concepts, facts
Semantic_memory
Interplay between observation, experiment, and theory in science
The scientific method is an empirical method for acquiring knowledge through careful observation, rigorous skepticism, hypothesis testing, and experimental
Scientific_method
Authoritative document of how things should be done in an organisation
for and what they are responsible for. They serve as organisational knowledge bases, and should be available for reference whenever needed. The operations
Operations_manual
Planned operator–machine interaction
accurately. Conciseness Users are not overloaded with extraneous information. Consistency A unique design, conformity with user's expectation. Detectability The
User_interface_design
ISBN 978-1-4008-2615-5. Kiyoki, Yasushi (2004). Information Modelling and Knowledge Bases XV. IOS Press. p. 202. ISBN 978-1-58603-396-5. Boniolo, G. (2007-04-25)
Glossary_of_logic
Erroneous AI-generated content presented as true
consensus on an answer and neuro-symbolic architectures with formal knowledge bases and inference engines. Ji et al. divide common mitigation methods into
Hallucination (artificial intelligence)
Hallucination_(artificial_intelligence)
German economist and politician (1883–1941)
the NSDAP, and published several papers, including "National and social bases of the German state" (1920), "Das Programm der NSDAP und seine weltanschaulichen
Gottfried_Feder
Management of the flow of goods and services
engages the suppliers in the producing of these products, hence quality consistency. Using agents in the sourcing process in most cases lead to inconsistency
Supply_chain_management
Theory of change of associated beliefs and behaviours
influences, as well as by the individual's motivation to maintain cognitive consistency when cognitive dissonance occurs—when two attitudes or attitude and behavior
Attitude_change
Set of dishes and culinary techniques of Paraguay
It is worth clarifying that in the Paraguayan society, the exchange of knowledge between mestizos, creoles and cario-guaraní people occurred before the
Paraguayan_cuisine
trust in virtue, not in arms"). virtute et constantia by virtue and consistency National motto of Malta. Also motto of the Estonian Internal Security
List_of_Latin_phrases_(full)
Scientific study of science
of improving the reliability, transparency, and impact of scientific knowledge production. Emerging at the intersection of the philosophy of science
Metascience
Brazilian philosopher and mathematician (1929–2024)
Paraconsistent logic as a formalism for reasoning about inconsistent knowledge bases. Artificial Intelligence in Medicine 1989; 1: 167–174. N.C.A. da Costa
Newton_da_Costa
Logical principle
second problem, [Hilbert] had asked for a mathematical proof of the consistency of the axioms of the arithmetic of real numbers. To show the significance
Law_of_excluded_middle
Beverages made from the seed of the Coffea plant
espresso or tea. There are many variations to the basic coffee or espresso bases. With the invention of the Gaggia machine, espresso and espresso with milk
List_of_coffee_drinks
Assumption of and reliance on the honesty of another party
another person will do what is expected and is built through repeated consistency. It brings with it a willingness for one party (the trustor or truster)
Trust_(sentiment)
Concept in social psychology
one's surroundings. Construal plays a crucial role when one lacks the knowledge to correctly deal with a situation. The concept of construal is not a
Construal
Attributional type of cognitive bias
influenced by differences in consistency. Prior cross-cultural research finds that independence is motivated by self-consistency across contexts, while interdependence
False_consensus_effect
Type of vivid, enduring autobiographical memory
accurately recalled than everyday autobiographical events. In some cases, consistency of flashbulb memories and everyday memories do not differ, as they both
Flashbulb_memory
Process of developing an opinion of value for real property
lender requirements. This change aims to improve appraisal accuracy, consistency, and turnaround times. There is also increased use of AI and machine
Real_estate_appraisal
Indian gangs of robbers and murderers
in its presentation of most of the facts. Wagner and Dash point to consistencies across the earliest independent reports of thuggee as evidence that
Thuggee
Ancient Greek building from Pergamon, now in Berlin
design of the frieze was the work of a single artist. In view of its consistency down to the level of details, the plan must have been worked out to its
Pergamon_Altar
while global serializability is relaxed and compromised for eventual consistency. In this case relaxation is done only for applications that are not expected
Global_serializability
Ethnic cleansing of Palestinians
implemented these orders with varying degrees of efficiency, severity and consistency. Pressure on the national-level leadership to act firmly against Arab
Nakba
Personality disorder involving extreme asociality
single personality disorder. It has also been argued due to the poor consistency and efficiency of diagnosis due to overlapping traits that SzPD should
Schizoid_personality_disorder
approach by funding international organizations that help strengthen the bases for gradual democratic transition (the rule of law, accountable government
Democracy promotion by the United States
Democracy_promotion_by_the_United_States
Belief that the Bible is without error
contextually framed, allowing for revision and alignment with modern knowledge while maintaining the spiritual authority of scripture. Inerrancy The
Biblical_inerrancy
includes general intellectual criticism about dogmatism, a lack of internal consistency, criticism related to materialism (both philosophical and historical)
Criticism_of_Marxism
Data about other data
humans and machines to retrieve useful information and to link knowledge in other knowledge bases and databases. Metadata may be included in the page's header
Metadata
Special to (18 May 2026). "The Hard Problem of AI NPCs: Why Character Consistency Matters More Than Intelligence - Gameindustry.com". Game Industry News
Artificial intelligence in video games
Artificial_intelligence_in_video_games
System to capture, manage, and present geographic data
quality. Consistency The degree to which the representations of the many phenomena in a data set correctly correspond with each other. Consistency in topological
Geographic_information_system
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