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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence

A Practical Approach to Forgetting in Description Logics with Nominals

February 1, 2023

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Authors

Yizheng Zhao

Nanjing University


Renate Schmidt

The University of Manchester


Yuejie Wang

Peking University


Xuanming Zhang

University of Nottingham Ningbo


Hao Feng

North China University of Science and Technology


DOI:

10.1609/aaai.v34i03.5702


Abstract:

This paper investigates the problem of forgetting in description logics with nominals. In particular, we develop a practical method for forgetting concept and role names from ontologies specified in the description logic ALCO, extending the basic ALC with nominals. The method always terminates, and is sound in the sense that the forgetting solution computed by the method has the same logical consequences with the original ontology. The method is so far the only approach to deductive forgetting in description logics with nominals. An evaluation of a prototype implementation shows that the method achieves a significant speed-up and notably better success rates than the Lethe tool which performs deductive forgetting for ALC-ontologies. Compared to Fame, a semantic forgetting tool for ALCOIH-ontologies, better success rates are attained. From the perspective of ontology engineering this is very useful, as it provides ontology curators with a powerful tool to produce views of ontologies.

Topics: AAAI

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HOW TO CITE:

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng A Practical Approach to Forgetting in Description Logics with Nominals Proceedings of the AAAI Conference on Artificial Intelligence (2020) 3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng A Practical Approach to Forgetting in Description Logics with Nominals AAAI 2020, 3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng (2020). A Practical Approach to Forgetting in Description Logics with Nominals. Proceedings of the AAAI Conference on Artificial Intelligence, 3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. A Practical Approach to Forgetting in Description Logics with Nominals. Proceedings of the AAAI Conference on Artificial Intelligence 2020 p.3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. 2020. A Practical Approach to Forgetting in Description Logics with Nominals. "Proceedings of the AAAI Conference on Artificial Intelligence". 3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. (2020) "A Practical Approach to Forgetting in Description Logics with Nominals", Proceedings of the AAAI Conference on Artificial Intelligence, p.3073-3079

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng, "A Practical Approach to Forgetting in Description Logics with Nominals", AAAI, p.3073-3079, 2020.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. "A Practical Approach to Forgetting in Description Logics with Nominals". Proceedings of the AAAI Conference on Artificial Intelligence, 2020, p.3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. "A Practical Approach to Forgetting in Description Logics with Nominals". Proceedings of the AAAI Conference on Artificial Intelligence, (2020): 3073-3079.

Yizheng Zhao||Renate Schmidt||Yuejie Wang||Xuanming Zhang||Hao Feng. A Practical Approach to Forgetting in Description Logics with Nominals. AAAI[Internet]. 2020[cited 2023]; 3073-3079.


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
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101, Palo Alto, California 94303 All Rights Reserved

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