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Propositional logic and probability theory stand as major knowledge representation tools in many fields, and notably in artificial intelligence.
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The last years have seen two major advances in Knowledge Representation and Reasoning.
Inconsistencies in knowledge bases are of major concern in knowledge representation and reasoning.
Symbolic AI's major concern is knowledge representation and the modeling of search algorithms for identifying situations.
Temporal reasoning has always been a major test case for knowledge representation formalisms.
In this introductory article, we survey some of McCarthy's major contributions to the field of knowledge representation and reasoning, and situate the papers in this special issue in the context of McCarthy's previous work.
His major areas of interest include Data Mining, Knowledge Representation, Information Retrieval and Emerging Communication Technologies.
It was not unexpected to see that the Gene Ontology, as a hierarchical knowledge representation system, made a major contribution to the definition of the gene modules (e.g. biological process category contributes 13%).
Therefore, 'Polygnosis' thesaurus architecture and semantic relationships lead to a knowledge representation approach which has a major educational role.
In this tradition the sub-area of knowledge representation (KR) obviously is of major importance: it played an important role since the inception of AI, and has developed to a substantial field of its own.
We have identified key principles to consider in the design of an integrated RAE and have discussed major requirements and challenges in the areas of knowledge representation, metadata, terminology, authoring collaboration, user interface, integration with EHRs, testing, and reporting.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com