Semantic Computing and Knowledge Building
A special issue of Future Internet (ISSN 1999-5903).
Deadline for manuscript submissions: closed (15 January 2016) | Viewed by 8836
Special Issue Editors
Interests: semantic systems; knowledge management; social network analysis; smart cities
Interests: building information modelling; knowledge management; semantic systems; social network; e-business and e-government
Special Issue Information
Dear Colleagues,
Semantic computing and systems cover the top-down approach of ontology development, as well as the bottom-up approach of natural language processing. Such tools were mainly developed and used by researchers and professionals. Lately, the proliferation of web usage has caused a shift in the practices and theory of semantic computing. In contrast to the controlled environments of ontology, networks of unstructured information sources are created and linked online daily. Knowledge is now what we collectively believe it to be—not only a formalized ontology by professionals. This is what is referred to as the extended mind thesis. Consequently, this has caused a shift in the design of informatics systems, from rule-based approaches, to statistical or mining-based approaches. Knowledge is now dynamic—its construct changes every day. Our role is not just to formalize it, based on innate understanding of a domain, but to discover it from the extended sources online and verify its validity.
This Special Issue will include papers that focus on the following topics:
- Implications of the extended mind thesis on knowledge management tools
- Using data mining tools to extract knowledge from online sources
- Enriching ontologies with new knowledge constructs from online sources
- Computation models to merge ontologies and link them to natural language tools
- Applications of semantic modeling and systems to validate online knowledge sources
- Discovery and handling of mismatches in knowledge sources
- Domain-specific cases for implementing semantic tools in knowledge management
Prof. Tamer E. El-Diraby
Prof. Jinyue Zhang
Guest Editors
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Keywords
- Ontology
- Natural language processing
- Data mining
- Knowledge extraction
- Knowledge validation
- Extended mind thesis
- Semantic modeling
- Knowledge applications
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