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Completeness and Consistency Analysis for Evolving Knowledge Bases [PDF]

open access: greenSSRN Electronic Journal, 2018
Assessing the quality of an evolving knowledge base is a challenging task as it often requires to identify correct quality assessment procedures. Since data is often derived from autonomous, and increasingly large data sources, it is impractical to manually curate the data, and challenging to continuously and automatically assess their quality. In this
Mohammad Rifat Ahmmad Rashid   +5 more
  +9 more sources

Consistency-based diagnosis of configuration knowledge bases

open access: bronzeArtificial Intelligence, 2003
AbstractConfiguration problems are a thriving application area for declarative knowledge representation that currently experiences a constant increase in size and complexity of knowledge bases. Automated support of the debugging process of such knowledge bases is a necessary prerequisite for effective development of configurators.
Alexander Felfernig   +3 more
openalex   +4 more sources

A consistency-based framework for merging knowledge bases

open access: bronzeJournal of Applied Logic, 2006
AbstractWe present a framework for expressing various merging operators for belief sets. This framework generalises our earlier work on consistency-based belief revision and contraction. Two primary merging operators are identified: in the first approach, belief sources are consistently combined so that the result of merging knowledge bases K1,…,Kn is ...
James P. Delgrande, Torsten Schaub
openalex   +4 more sources

The consistency problem of knowledge bases [PDF]

open access: bronzeProceedings of the third international conference on Industrial and engineering applications of artificial intelligence and expert systems - IEA/AIE '90, 1990
To check and analyze the effectiveness of knowledge base system is a very important issue for implementing the promises of AI technology. This issue has been largely ignored by researchers in this field. This paper will focus on and present the consistency problem, which is a important aspect of knowledge base effectiveness analysis, of knowledge base ...
Shensheng Zhao, Stewart N. T. Shen
openalex   +3 more sources

Updating knowledge bases while maintaining their consistency [PDF]

open access: greenThe VLDB Journal, 1995
When updating a knowledge base, several problems may arise. One of the most important problems is that of integrity constraints satisfaction. The classic approach to this problem has been to develop methods for checking whether a given update violates an integrity constraint.
Ernest Teniente, Antoni Oliv�
openalex   +3 more sources

Towards checking consistency and completeness of legal knowledge bases

open access: closedLietuvos Matematikos Rinkinys, 1998
The paper considers consistency and completeness requirements for rule-based knowledge bases (KB) and their verification and validation (V&V) methods, discusses specific features of legal KB. The paper discusses possible modification of V&V methods with
Sigita Sinkevičiūtė
doaj   +4 more sources

ADAM-1: An AI Reasoning and Bioinformatics Model for Alzheimer’s Disease Detection and Microbiome-Clinical Data Integration [PDF]

open access: yesIEEE Access
Alzheimer’s Disease Analysis Model Generation 1 (ADAM-1) is a multi-agent reasoning large language model (LLM) framework designed to integrate and analyze multimodal data, including microbiome profiles, clinical datasets, and external knowledge ...
Ziyuan Huang   +8 more
doaj   +2 more sources

Towards a Notion of Basis for Knowledge-Based Systems—Applications

open access: yesMathematics, 2021
In the paradigm of Knowledge-Based Systems (KBS), the design of methods to simplify the reasoning leads to more efficient processes. A point of view that provides valuable insights is the algebraic one. In this work, a notion of basis (and dimension) for
Gonzalo A. Aranda-Corral   +3 more
doaj   +1 more source

The Quality of Emulsions with New Synthetized Lipids Stabilized by Xanthan Gum

open access: yesBiomolecules, 2021
The study investigated the quality of emulsions containing rabbit fat modified with vegetable oil. The modification of the fat and introducing it as a fatty base into the emulsion was dictated by consumer preferences.
Małgorzata Kowalska   +4 more
doaj   +1 more source

On a method of legal knowledge base situational analysis

open access: yesLietuvos Matematikos Rinkinys, 2005
Many existing knowledge base verification and validation methods can be applied to legal knowledge bases. However, peculiarities of legal knowledge raise the need for specific methods.
Laima Paliulionienė
doaj   +3 more sources

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