Semi-automatic definition of attribute semantics for the purpose of ontology integration
By ontology, we understand a knowledge structure which well reflects the complexity of a
real world. Ontologies are built to store and process knowledge about objects and …
real world. Ontologies are built to store and process knowledge about objects and …
Multi-step consensus: an effective approach for determining consensus in large collectives
Referencing knowledge generated from large collectives is a common approach to solving
certain problems. Because determining the consensus of large collectives can be time …
certain problems. Because determining the consensus of large collectives can be time …
The data richness estimation framework for federated data warehouse integration
R Kern, A Kozierkiewicz, M Pietranik - Information Sciences, 2020 - Elsevier
A federated data warehouse is a tool that provides an end-user a unified perspective on a
finite set of independent data warehouses. This requires creating a global schema from …
finite set of independent data warehouses. This requires creating a global schema from …
The knowledge increase estimation framework for ontology integration on the instance level
A Kozierkiewicz-Hetmańska, M Pietranik… - … and Database Systems …, 2017 - Springer
Integration of big collections of data is time and cost consuming process. It can be beneficial
when the knowledge is distributed in different sources, or not–when different sources …
when the knowledge is distributed in different sources, or not–when different sources …
An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration
The possibility of connecting billions of people around the world through network is the main
characteristic of cyber‐physical systems production. To date, social web, virtual …
characteristic of cyber‐physical systems production. To date, social web, virtual …
A framework for the data integration of earthquake events
C Tian, G Li - IEEE Access, 2019 - ieeexplore.ieee.org
Recently, data integration has attracted increasing interest from different research domains.
In most situations, data integration systems are provided for users to access homogeneous …
In most situations, data integration systems are provided for users to access homogeneous …
Assessing the quality of a consensus determined using a multi-level approach
A Kozierkiewicz-Hetmańska… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
The following paper investigates a multilevel approach to data integration using the widely
accepted Consensus Theory. We focus on an issue related to an initial classification of raw …
accepted Consensus Theory. We focus on an issue related to an initial classification of raw …
The knowledge increase estimation framework for integration of ontology instances' relations
A Kozierkiewicz, M Pietranik - … , DB&IS 2018, Trakai, Lithuania, July 1-4 …, 2018 - Springer
The previous authors' research showed that it is not only possible, but also profitable to
estimate a potential growth of a level of knowledge that appears during an integration of …
estimate a potential growth of a level of knowledge that appears during an integration of …
A new heuristic algorithm for 2-Optimality consensus determination
The use of consensus determination to solve problems is becoming increasingly common.
The consensus determination of collectives, in particular, large collectives, is frequently …
The consensus determination of collectives, in particular, large collectives, is frequently …
The efficiency analysis of the multi-level consensus determination method
A Kozierkiewicz-Hetmańska, M Sitarczyk - … 27-29, 2017, Proceedings, Part I …, 2017 - Springer
The task of processing large sets of data which are stored in distributed sources is still a big
problem. The determination of a one, consistent version of data could be very time-and cost …
problem. The determination of a one, consistent version of data could be very time-and cost …