Project Details
Description
Collaboration of distributed knowledge communities is a rapidly increasing application field, e.g. international enterprises, scientific research teams, e-learning communities. For efficient collaboration the common understanding of information is a decisive factor. A systematic approach to gain this common understanding is the dynamic creation of ontologies, leading to a more efficient use of shared information resources. At present, the creation of high-quality ontologies is a very time consuming and expensive task. Therefore, such ontologies are available only for few thematic fields, where there is hope for significant economies of scale, e.g. in the health sector, in tourism and in the insurance sector. What is still missing is a methodology supported by tools, which would enable domain experts (who are not ontology building experts) to create ontologies on the fly, yet based on sound principles, created in short time. ´Dynamic´ means that these ontologies can then be extended and refined over time, possibly by other non-IT experts, can evolve to become more axiomatised, and can be personalised and localised by individuals or groups without losing touch with the community´s preferred interpretation. At present, none of the above requirements are sufficiently supported by methodologies and tools. This leads to many poorly analysed ´ontologies´ being published on the Web. This is likely to become a trust problem and an economic hurdle for the ´semantic´ Web.
Status | Active |
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Effective start/end date | 01.01.2005 → … |
Fields of science
- 102006 Computer supported cooperative work (CSCW)
- 102028 Knowledge engineering
- 502007 E-commerce
- 102016 IT security
- 102019 Machine learning
- 509018 Knowledge management
- 506002 E-government
- 505002 Data protection
- 102022 Software development
- 102033 Data mining
- 102010 Database systems
- 102035 Data science
- 102001 Artificial intelligence
- 102015 Information systems
- 102014 Information design
- 202007 Computer integrated manufacturing (CIM)
- 102025 Distributed systems
JKU Focus areas
- Digital Transformation