Semi-automatic definition of attribute semantics for the purpose of ontology integration

B Hnatkowska, A Kozierkiewicz, M Pietranik - IEEE Access, 2020 - ieeexplore.ieee.org
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 …

Multi-step consensus: an effective approach for determining consensus in large collectives

DT Dang, NT Nguyen, D Hwang - Cybernetics and Systems, 2019 - Taylor & Francis
Referencing knowledge generated from large collectives is a common approach to solving
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 …

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 …

An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration

VD Nguyen, HB Truong, MG Merayo… - … Reviews: Data Mining …, 2019 - Wiley Online Library
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 …

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 …

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 …

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 …

A new heuristic algorithm for 2-Optimality consensus determination

NT Nguyen, D Hwang - 2019 IEEE International Conference …, 2019 - ieeexplore.ieee.org
The use of consensus determination to solve problems is becoming increasingly common.
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 …