Modular Ontologies: Concepts, Theories and Techniques for Knowledge Modularization
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منابع مشابه
Characterizing Modular Ontologies
Since large monolithic ontologies are difficult to handle and reuse, ontology modularization has attracted increasing attention. Several approaches and tools have been developed to support ontology modularization. Despite these efforts, a lack of knowledge about characteristics of modularly organized ontologies prevents further development. This work aims at characterizing modular ontologies. T...
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Data privacy is an important application of ontology modularization. The aim is to publish one module while keeping the information of another module private. We show how locality and partitioning two basic concepts in the theory of modular ontologies naturally lead to privacy preserving query answering over modular ontologies.
متن کاملReasoning and change management in modular ontologies
The benefits of modular representations are well known from many areas of computer science. While in software engineering modularization is mainly a vehicle for supporting distributed development and re-use, in knowledge representation, the main goal of modularization is efficiency of reasoning. In this paper, we concentrate on the benefits of modularization in the context of ontologies, explic...
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Support for modularity allows complex ontologies to be separated into smaller pieces (modules) that are easier to maintain and compute. Instead of considering the entire complex ontology, users may bene t more by starting from a problem-speci c set of concepts (signature of problem) from the ontology and exploring its surrounding logical modules. Additionally, an ontology modularization mechani...
متن کاملReasoning and change management in modular fuzzy ontologies
The growing emphasis on complexity concerns for ontologies has attracted significant interest from both the researcher’s and the practitioner’s communities in modularization techniques as a way to decrease the complexity of managing huge ontologies. On the other hand, it has been widely pointed out that classical ontologies are not appropriate to deal with imprecise and vague knowledge, which i...
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ورودعنوان ژورنال:
دوره 5445 شماره
صفحات -
تاریخ انتشار 2009