Uncertainty in Ontology Mapping: A Bayesian Perspective

reportActive / Technical Report | Accession Number: ADA515719 | Open PDF

Abstract:

Outline Motivations Overview of the approach Translating OWL ontology to Bayesian Networks Ontology mapping Conclusions

Author(s):
Peng, Yun ; Ding, Zhongli ; Pan, Rong
Author Organization(s):
MARYLAND UNIV BALTIMORE COUNTY BALTIMORE MD DEPT OF COMPUTER SCIENCE AND ELECTRICAL ENGINEERING
Descriptive Note:
Briefing charts
Supplementary Note:
Presented at the Performance Metrics for Intelligent Systems Workshop held in Gaithersburg, MD on 24-26 August 2004. The original document contains color images.
Pagination:
0022

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:
Approved For Public Release
Distribution Statement:
Approved For Public Release; Distribution Is Unlimited.

RECORD

Collection: TR
Identifying Numbers
Monitor Series:
XD
 Subject Terms
Joint Capability Areas:
JCA_1_Force Support; JCA_1.2_Force Preparation; JCA_1.2.3_Educating; JCA_1.2.6_Concepts; JCA_6_Net Centric; JCA_6.1_Information Transport; JCA_8_Building Partnerships
Modernization Areas:
AI and Machine Learning
Communities of Interest:
No COI(s) Identified
Descriptor(s):
*BAYES THEOREM, *MAPPING, *ONTOLOGY, SYMPOSIA, UNCERTAINTY, NETWORKS
Field(s)/Group(s):
Information Science, Cybernetics
Keyword(s):
*BAYESIAN NETWORKS, BRIEFING CHARTS, OWL(WEB ONTOLOGY LANGUAGE), TRANSLATION, ONTOLOGY MAPPING, CONDITIONAL PROBABILITY TABLES
Report Date:
2004 Aug 01
Creation Date:
2010 Mar 24