Abstract
One aspect of knowledge management is concerned with the alignment between what is captured in the heads of people and what is encoded by technology. The alignment of knowledge is necessary as humans possess an efficient ability to design innovation based on business insights, while technological systems are able to operating efficiently in different environments. To support knowledge management, this study presents systematic foundations covering a knowledge-based conceptual modelling approach. On a systematic level, three procedures are presented to facilitate the alignment of knowledge between people and technology: the decomposition of concepts from design thinking in conceptual models, the abstraction of capabilities from intelligent environments in conceptual models, and the (semi-) automated, intelligent transformation of conceptual models. Furthermore, the architecture of ICT infrastructure supporting the three procedures is addressed. These systematic foundations are integrated in the OMiLAB ecosystem and instantiated in two projects. The first project revolves around PRINTEPS, which is a framework to develop practical Artificial Intelligence. The second project revolves around s*IoT, which is a unifying semantic-aware modelling environment for the Internet of Things. Additionally, two concrete cases are presented for both project. Due to employing common systematic foundations, transfer and reuse among the two projects is facilitated.
Original language | English |
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Title of host publication | Knowledge Science, Engineering and Management - 12th International Conference, KSEM 2019, Proceedings |
Subtitle of host publication | 12th international conference, KSEM 2019, Athens, Greece, August 28-30, 2019 : proceedings |
Editors | Christos Douligeris, Dimitris Apostolou, Dimitris Karagiannis |
Place of Publication | Cham |
Publisher | Springer |
Pages | 524-536 |
Number of pages | 13 |
Volume | 1 |
ISBN (Electronic) | 978-3-030-29551-6 |
ISBN (Print) | 978-3-030-29550-9 |
DOIs | |
Publication status | Published - 2019 |
Event | 12th International Conference on Knowledge Science, Engineering and Management, KSEM 2019 - Titania Hotel, Athens, Greece Duration: 28 Aug 2019 → 30 Aug 2019 Conference number: 12 https://ksem2019.unipi.gr/index.html#header-main |
Publication series
Series | Lecture Notes in Computer Science |
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Volume | 11775 |
ISSN | 0302-9743 |
Conference
Conference | 12th International Conference on Knowledge Science, Engineering and Management, KSEM 2019 |
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Abbreviated title | KSEM 2019 |
Country/Territory | Greece |
City | Athens |
Period | 28/08/19 → 30/08/19 |
Internet address |
Austrian Fields of Science 2012
- 102015 Information systems
Keywords
- Conceptual modelling in knowledge-based systems
- Knowledge and data integration
- Knowledge creation and acquisition
- PLATFORM