Publication detail
Knowledge and data fusion
ŠÍR, M. BRADÁČ, Z. KACZMARCZYK, V. VESELÝ, I.
Original Title
Knowledge and data fusion
Czech Title
Znalosti a datová fůze
English Title
Knowledge and data fusion
Type
conference paper
Language
en
Original Abstract
The aim of this paper is the description of data fusion process. We show generally known model of understanding in the first part. Here is definition of all levels of understanding and we extend this hierarchy about irrelevant noise. The paper shows the theoretical introduction for data fusion and includes description of JDL model. The third part of the paper contains description of knowledge from ontology. The third part shows method for work with the knowledge and its integration.
Czech abstract
Cílem tohoto článku je popis datové fůze. Příspěvek ukazuje model chápání v první částí. Jsou zde vysvětleny jednotlivé úrovně chápání všetně irelevantního šumu, který tento model obsahuje. V drůhé je popsána datová fůze včetně jejího nejznámějšího modelu JDL. V třetí části tohoto přízpěvku je ukázána metoda jak popsat znalosti obsažené v ontologii a možnosti práce s těmito znalostmi za použití datové fůze.
English abstract
The aim of this paper is the description of data fusion process. We show generally known model of understanding in the first part. Here is definition of all levels of understanding and we extend this hierarchy about irrelevant noise. The paper shows the theoretical introduction for data fusion and includes description of JDL model. The third part of the paper contains description of knowledge from ontology. The third part shows method for work with the knowledge and its integration.
Keywords
Data, Information, Knowledge, Data fusion, Naive Bayes classifier
RIV year
2012
Released
17.07.2012
Publisher
WSEAS Press
Location
Kos Island
ISBN
978-1-61804-109-8
Book
Proceedings of the 16th WSEAS International Conference on Communications (part of CSCC 12)
Edition
1
Edition number
1
Pages from
63
Pages to
67
Pages count
5
BibTex
@inproceedings{BUT95480,
author="Michal {Šír} and Zdeněk {Bradáč} and Václav {Kaczmarczyk} and Ivo {Veselý}",
title="Knowledge and data fusion",
annote="The aim of this paper is the description of data fusion process. We show generally known model of
understanding in the first part. Here is definition of all levels of understanding and we extend this hierarchy
about irrelevant noise. The paper shows the theoretical introduction for data fusion and includes description of
JDL model. The third part of the paper contains description of knowledge from ontology. The third part shows
method for work with the knowledge and its integration.",
address="WSEAS Press",
booktitle="Proceedings of the 16th WSEAS International Conference on Communications (part of CSCC 12)",
chapter="95480",
edition="1",
howpublished="electronic, physical medium",
institution="WSEAS Press",
year="2012",
month="july",
pages="63--67",
publisher="WSEAS Press",
type="conference paper"
}