A Knowledge-Based Conceptual Modelling Approach to Bridge Design Thinking and Intelligent Environments

Michael Walch, Takeshi Morita, Dimitris Karagiannis, Takahira Yamaguchi

研究成果: Conference contribution

抄録

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.

本文言語English
ホスト出版物のタイトルKnowledge Science, Engineering and Management - 12th International Conference, KSEM 2019, Proceedings
編集者Christos Douligeris, Dimitris Apostolou, Dimitris Karagiannis
出版社Springer
ページ524-536
ページ数13
ISBN(印刷版)9783030295509
DOI
出版ステータスPublished - 2019 1 1
イベント12th International Conference on Knowledge Science, Engineering and Management, KSEM 2019 - Athens, Greece
継続期間: 2019 8 282019 8 30

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11775 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference12th International Conference on Knowledge Science, Engineering and Management, KSEM 2019
CountryGreece
CityAthens
Period19/8/2819/8/30

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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