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  3. A Conceptual Model to Combine Creativity Techniques with Fuzzy Cognitive Maps for Enhanced Knowledge Management
 

A Conceptual Model to Combine Creativity Techniques with Fuzzy Cognitive Maps for Enhanced Knowledge Management

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Publisher DOI
10.1007/978-3-319-15898-3_8
Description
This chapter introduces a conceptual model to combine creativity techniques with fuzzy cognitive maps (FCMs) and aims to support knowledge management methods by improving expert knowledge acquisition and aggregation. The aim of the conceptual model is to represent acquired knowledge in a manner that is as computer-understandable as possible with the intention of developing automated reasoning in the future as part of intelligent information systems. The formal represented knowledge thus may provide businesses with intelligent information integration. To this end, we introduce and evaluate various creativity techniques with a list of attributes to define the most suitable to combine with FCMs. This proposed combination enables enhanced knowledge management through the acquisition and representation of expert knowledge with FCMs. Our evaluation indicates that the creativity technique known as mind mapping is the most suitable technique in our set. Finally, a scenario from stakeholder management demonstrates the combination of mind mapping with FCMs as an integrated system.
Date of Publication
2015-05-15
Publication Type
Book Section
Subject(s)
000 Computer science, knowledge & systems
300 Social sciences, sociology & anthropology > 330 Economics
600 Technology > 650 Management & public relations
Keyword(s)
Creativity techniques
•
fuzzy cognitive maps
•
integrated systems
•
knowledge manage- ment
•
stakeholder management
Language(s)
en
Contributor(s)
Kaltenrieder, Patrickorcid-logo
Institut für Wirtschaftsinformatik, Information Management
Portmann, Edy
Institut für Wirtschaftsinformatik, Information Management
Binggeli, Nicolas Kai
Institut für Wirtschaftsinformatik, Information Management
Myrach, Thomas
Institut für Wirtschaftsinformatik, Information Management
Editor(s)
Fathi, Madjid
Additional Credits
Institut für Wirtschaftsinformatik, Information Management
Publisher
Springer
ISBN
ISBN 978-3-319-15897-6
Book Title
Integrated Systems: Innovations and Applications
Related Project(s)
Knowledge Aggregation, Representation and Reasoning
Access(Rights)
metadata.only
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