IEICE TRANSACTIONS on Information
Pattern-Based Ontology Modeling and Reasoning for Emergency System
Summary :
Event-centered information integration is regarded as one of the most pressing issues in improving disaster emergency management. Ontology plays an increasingly important role in emergency information integration, and provides the possibility for emergency reasoning. However, the development of event ontology for disaster emergency is a laborious and difficult task due to the increasingly scale and complexity of emergencies. Ontology pattern is a modeling solution to solve the recurrent ontology design problem, which can improve the efficiency of ontology development by reusing patterns. By study on characteristics of numerous emergencies, this paper proposes a generic ontology pattern for emergency system modeling. Based on the emergency ontology pattern, a set of reasoning rules for emergency-evolution, emergency-solution and emergency-resource utilization reasoning were proposed to conduct emergency knowledge reasoning and q.
- Publication
- IEICE TRANSACTIONS on Information Vol.E101-D No.9 pp.2323-2333
- Publication Date
- 2018/09/01
- Publicized
- 2018/06/05
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.2017EDP7383
- Type of Manuscript
- PAPER
- Category
- Artificial Intelligence, Data Mining
Authors
Yue TAN
Shanghai University
Wei LIU
Shanghai University
Zhenyu YANG
Shanghai University
Xiaoni DU
Xidian University
Zongtian LIU
Shanghai University
Keyword
Latest Issue
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Yue TAN, Wei LIU, Zhenyu YANG, Xiaoni DU, Zongtian LIU, "Pattern-Based Ontology Modeling and Reasoning for Emergency System" in IEICE TRANSACTIONS on Information,
vol. E101-D, no. 9, pp. 2323-2333, September 2018, doi: 10.1587/transinf.2017EDP7383.
Abstract: Event-centered information integration is regarded as one of the most pressing issues in improving disaster emergency management. Ontology plays an increasingly important role in emergency information integration, and provides the possibility for emergency reasoning. However, the development of event ontology for disaster emergency is a laborious and difficult task due to the increasingly scale and complexity of emergencies. Ontology pattern is a modeling solution to solve the recurrent ontology design problem, which can improve the efficiency of ontology development by reusing patterns. By study on characteristics of numerous emergencies, this paper proposes a generic ontology pattern for emergency system modeling. Based on the emergency ontology pattern, a set of reasoning rules for emergency-evolution, emergency-solution and emergency-resource utilization reasoning were proposed to conduct emergency knowledge reasoning and q.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2017EDP7383/_p
Copy
@ARTICLE{e101-d_9_2323,
author={Yue TAN, Wei LIU, Zhenyu YANG, Xiaoni DU, Zongtian LIU, },
journal={IEICE TRANSACTIONS on Information},
title={Pattern-Based Ontology Modeling and Reasoning for Emergency System},
year={2018},
volume={E101-D},
number={9},
pages={2323-2333},
abstract={Event-centered information integration is regarded as one of the most pressing issues in improving disaster emergency management. Ontology plays an increasingly important role in emergency information integration, and provides the possibility for emergency reasoning. However, the development of event ontology for disaster emergency is a laborious and difficult task due to the increasingly scale and complexity of emergencies. Ontology pattern is a modeling solution to solve the recurrent ontology design problem, which can improve the efficiency of ontology development by reusing patterns. By study on characteristics of numerous emergencies, this paper proposes a generic ontology pattern for emergency system modeling. Based on the emergency ontology pattern, a set of reasoning rules for emergency-evolution, emergency-solution and emergency-resource utilization reasoning were proposed to conduct emergency knowledge reasoning and q.},
keywords={},
doi={10.1587/transinf.2017EDP7383},
ISSN={1745-1361},
month={September},}
Copy
TY - JOUR
TI - Pattern-Based Ontology Modeling and Reasoning for Emergency System
T2 - IEICE TRANSACTIONS on Information
SP - 2323
EP - 2333
AU - Yue TAN
AU - Wei LIU
AU - Zhenyu YANG
AU - Xiaoni DU
AU - Zongtian LIU
PY - 2018
DO - 10.1587/transinf.2017EDP7383
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E101-D
IS - 9
JA - IEICE TRANSACTIONS on Information
Y1 - September 2018
AB - Event-centered information integration is regarded as one of the most pressing issues in improving disaster emergency management. Ontology plays an increasingly important role in emergency information integration, and provides the possibility for emergency reasoning. However, the development of event ontology for disaster emergency is a laborious and difficult task due to the increasingly scale and complexity of emergencies. Ontology pattern is a modeling solution to solve the recurrent ontology design problem, which can improve the efficiency of ontology development by reusing patterns. By study on characteristics of numerous emergencies, this paper proposes a generic ontology pattern for emergency system modeling. Based on the emergency ontology pattern, a set of reasoning rules for emergency-evolution, emergency-solution and emergency-resource utilization reasoning were proposed to conduct emergency knowledge reasoning and q.
ER -
English
