NDLI: A priori ontology modularisation in ill-defined domains

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A priori ontology modularisation in ill-defined domains

Content Provider	ACM Digital Library
Author	Lau, Lydia Karanasios, Stan Thakker, Dhavalkumar Yang-Turner, Fan Dimitrova, Vania Denaux, Ronald
Abstract	Modularisation is crucial to create re-usable and manageable ontologies. The modularisation is usually performed a posteriori, i.e. after the ontology is developed, and has been applied mainly to well-structured domains. With the increasing popularity of social media, Semantic web technologies are moving towards ill-defined domains that involve cognitively-complex processes carried out by humans and require tacit knowledge (e.g. decision-making, sensemaking, interpersonal communication, negotiating, motivating). In such domains, a priori modularisation can enable ontology creation to handle the complexity and the dynamic nature of knowledge. This paper outlines an a priori modularisation methodology for multi-layered development of ontologies in ill-defined domains, including an upper ontology layer, high-level and reusable domain layers, and case-specific layers. The methodology is being applied in several use cases in two EU projects -- Dicode and ImREAL.
Starting Page	167
Ending Page	170
Page Count	4
File Format	PDF
ISBN	9781450306218
DOI	10.1145/2063518.2063541
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2011-09-07
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Semantic web Ill-defined domains Ontologies Ontology modularisation Ontology engineering
Content Type	Text
Resource Type	Article

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