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Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning
January/February 2006 (vol. 21 no. 1)
pp. 42-52
ASCII Text
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Jos? A. Alonso-Jim?nez, Joaqu? Borrego-D?az, Antonia M. Ch?vez-Gonz?lez, Francisco J. Mart?n-Mateos, "Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning," IEEE Intelligent Systems, vol. 21, no. 1, pp. 42-52, January/February, 2006.
 
 
BibTex
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@article{ 10.1109/MIS.2006.7,
author = {Jos? A. Alonso-Jim?nez and Joaqu? Borrego-D?az and Antonia M. Ch?vez-Gonz?lez and Francisco J. Mart?n-Mateos},
title = {Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning},
journal ={IEEE Intelligent Systems},
volume = {21},
number = {1},
issn = {1541-1672},
year = {2006},
pages = {42-52},
doi = {http://doi.ieeecomputersociety.org/10.1109/MIS.2006.7},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - MGZN
JO - IEEE Intelligent Systems
TI - Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning
IS - 1
SN - 1541-1672
SP42
EP52
EPD - 42-52
A1 - Jos? A. Alonso-Jim?nez,
A1 - Joaqu? Borrego-D?az,
A1 - Antonia M. Ch?vez-Gonz?lez,
A1 - Francisco J. Mart?n-Mateos,
PY - 2006
KW - data cleaning
KW - Semantic Web
KW - certified reasoning
VL - 21
JA - IEEE Intelligent Systems
ER -
 
Jos? A. Alonso-Jim?nez, Universidad de Sevilla
Joaqu? Borrego-D?az, Universidad de Sevilla
Antonia M. Ch?vez-Gonz?lez, Universidad de Sevilla
Francisco J. Mart?n-Mateos, Universidad de Sevilla
Applying automated reasoning systems to data cleaning in the Semantic Web raises many foundational challenges regarding cleaning-agent design. The authors discuss these challenges and then argue that we can achieve logic trust in the Semantic Web only if it's based on certified reasoning.

This article is part of the special issue entitled AI, Agents, and the Web.

Index Terms:
data cleaning, Semantic Web, certified reasoning
Citation:
Jos? A. Alonso-Jim?nez, Joaqu? Borrego-D?az, Antonia M. Ch?vez-Gonz?lez, Francisco J. Mart?n-Mateos, "Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning," IEEE Intelligent Systems, vol. 21, no. 1, pp. 42-52, Jan./Feb. 2006, doi:10.1109/MIS.2006.7
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