AN UNCERTAIN DISTRIBUTED METHOD FOR REASONING IN ONTOLOGIES

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ANOOSHA F.; TORK LADANI B.; NEMATBAKHSH M.A.

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Journal: NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR Year:2013 | Volume:11 | Issue:1 Page(s): 34-42

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Title

AN UNCERTAIN DISTRIBUTED METHOD FOR REASONING IN ONTOLOGIES

Author(s)

ANOOSHA F. | TORK LADANI B. | NEMATBAKHSH M.A. | Issue Writer Certificate

Keywords

UNCERTAIN DISTRIBUTED REASONINGQ2

DISTRIBUTED DESCRIPTION LOGICQ2

CERTAINTY THEORYQ2

ONTOLOGYQ2

SEMANTIC WEBQ2

Abstract

Semantic web has been one of the most important research areas of computer science in recent years. The concept of ONTOLOGY as one of the most elements of SEMANTIC WEB is used to formally describe the domain knowledge and to enable the reasoning capability. SEMANTIC WEB is a distributed system and ontologies may be developed on many different nodes, so centralized reasoning is very hard or even impossible in many cases. On the other hand, since the majority of information in SEMANTIC WEB is uncertain, considering the notion of uncertainty in ontological reasoning is crucial. In this paper a method for distributed reasoning in uncertain ontologies is proposed. For this purpose the DISTRIBUTED DESCRIPTION LOGIC (DDL) framework and the CERTAINTY THEORY are considered for distributed reasoning and modeling the uncertainty respectively. To evaluate the functionality and performance of the algorithm, we developed a case study on application of the proposed method in purifying the mappings between ontologies. The results show that our algorithm makes the mappings more precise than other similar methods.

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APA: Copy

ANOOSHA, F., TORK LADANI, B., & NEMATBAKHSH, M.A.. (2013). AN UNCERTAIN DISTRIBUTED METHOD FOR REASONING IN ONTOLOGIES. NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR, 11(1), 34-42. SID. https://sid.ir/paper/228417/en

Vancouver: Copy

ANOOSHA F., TORK LADANI B., NEMATBAKHSH M.A.. AN UNCERTAIN DISTRIBUTED METHOD FOR REASONING IN ONTOLOGIES. NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR[Internet]. 2013;11(1):34-42. Available from: https://sid.ir/paper/228417/en

IEEE: Copy

F. ANOOSHA, B. TORK LADANI, and M.A. NEMATBAKHSH, “AN UNCERTAIN DISTRIBUTED METHOD FOR REASONING IN ONTOLOGIES,” NASHRIYYAH -I MUHANDISI -I BARQ VA MUHANDISI -I KAMPYUTAR -I IRAN, B- MUHANDISI -I KAMPYUTAR, vol. 11, no. 1, pp. 34–42, 2013, [Online]. Available: https://sid.ir/paper/228417/en

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