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"
}